Summary
+ +content-to-kb-automator is 91% complete across 25 milestones. $590.21 spent. Currently executing M025/S01.
+24/25Milestones
112/123Slices
planningPhase
$590.21Cost
835.08MTokens
25h 38mDuration
13446Tool calls
545Units
11Remaining
4.1/hrRate
$5.27Cost/slice
62.1kTokens/tool
100.0%Cache hit
M024Scope
+
+
+ 91%
+
+ Executing M025/S01 — [A] Notification System (Email Digests)
+
+
+ ETA: ~2h 42m remaining (11 slices at 4.1/hr)
+
+Blockers
+No blockers or high-risk items found.
+Progress
+ +
+
+ + + M001 + Chrysopedia Foundation — Infrastructure, Pipeline Core, and Skeleton UI + 5/5 + + +
+
+
+
+
+ + + S01 + Docker Compose + Database + Whisper Script + low + + critical + +
+
+
+ provides: Docker Compose project definition (5 services) for deploymentprovides: PostgreSQL schema with 7 tables via Alembic migrationprovides: FastAPI app with health check and CRUD endpoints patternprovides: Pydantic schemas for all 7 entities (reusable in S02+)provides: SQLAlchemy async session infrastructureprovides: Sample transcript JSON fixture for S02 ingestion testingprovides: Canonical tags configuration (6 categories, 13 genres)
+
+ passed
+
+ Decisions
+ - [object Object]
- env_file uses required: false so docker compose config validates on fresh clones
- POSTGRES_PASSWORD uses :-changeme default instead of :? to avoid config failures
- PostgreSQL exposed on host port 5433 to avoid conflicts with other projects
- SQLAlchemy relationship import aliased to sa_relationship to avoid column name clash
- Separate PostgreSQL enum type names to avoid collisions (key_moment_content_type vs content_type)
- Health check at /health performs real DB SELECT 1; lightweight /api/v1/health also available
- Whisper import deferred so --help works without openai-whisper installed
- Sample transcript uses realistic music production content for downstream pipeline testing
Patterns
+
+ - Docker Compose service naming: chrysopedia-{role} (chrysopedia-db, chrysopedia-api, etc.)
- Backend router pattern: backend/routers/{domain}.py with prefix-per-router mounted under /api/v1
- SQLAlchemy async pattern: asyncpg engine + async_sessionmaker + get_session dependency
- Pydantic v2 schema pattern: Base/Create/Read variants per entity with model_config from_attributes=True
- Config via pydantic-settings BaseSettings loading from .env with sensible defaults
- Alembic async migration pattern with run_async_migrations() wrapper
- UUID primary keys with gen_random_uuid() server default for all entities
+
+ + + S02 + Transcript Ingestion API + low + S01 + + +1 slack +
+
+
+ provides: POST /api/v1/ingest endpoint accepting Whisper transcript JSONprovides: Creator and SourceVideo records in PostgreSQL with TranscriptSegmentsprovides: Raw transcript JSON persisted to transcript_storage_pathprovides: pytest-asyncio test infrastructure with async fixtures and ASGI clientprovides: TranscriptIngestResponse Pydantic schema
+
+ passed
+
+ Decisions
+ - Used NullPool for test engine to avoid asyncpg connection contention in pytest-asyncio
- Fixed _now() helper to return naive UTC datetimes for asyncpg TIMESTAMP WITHOUT TIME ZONE compatibility
- Used slugify helper inline in ingest.py rather than a shared utils module
- Set file_path to {creator_folder}/{source_file} for new SourceVideo records
Patterns
+
+ - pytest-asyncio integration test pattern: function-scoped NullPool engine + ASGI transport client with dependency overrides
- Multipart JSON file upload pattern for FastAPI endpoints
- Creator auto-detection from folder_name with find-or-create and slugify
+
+ + + S03 + LLM Extraction Pipeline + Qdrant Integration + high + S02 + + +1 slack +
+
+
+ provides: 6 Celery tasks: stage2-6 + run_pipeline orchestratorprovides: LLMClient with primary/fallback for downstream useprovides: EmbeddingClient for vector generationprovides: QdrantManager for vector store operationsprovides: POST /api/v1/pipeline/trigger/{video_id} manual re-trigger endpointprovides: 8 Pydantic schemas for pipeline stage I/Oprovides: 4 editable prompt templates in prompts/provides: 10 integration tests with mock fixturesrequires: Ingest endpoint, database models (SourceVideo, TranscriptSegment, KeyMoment, TechniquePage, Creator), async SQLAlchemy engine, test infrastructure
+
+ passed
+
+ Decisions
+ - Sync OpenAI/SQLAlchemy/Qdrant throughout Celery tasks — no async in worker context (D004)
- Embedding/Qdrant stage is non-blocking side-effect — failures don't break pipeline (D005)
- Stage 4 classification stored in Redis (24h TTL) due to missing KeyMoment columns
- Pipeline dispatch from ingest is best-effort; manual trigger returns 503 on Celery failure
- LLMClient retries once with JSON nudge on malformed LLM output before failing
Patterns
+
+ - Celery task pattern: @celery_app.task(bind=True, max_retries=3) with sync SQLAlchemy session per task
- LLM client pattern: primary → fallback → fail, with Pydantic response parsing
- Non-blocking side-effect pattern: max_retries=0, catch-all exception handler, pipeline continues
- Prompt template pattern: plain text files in prompts/ dir, XML-style content fencing, loaded at runtime
- Pipeline test pattern: patch module-level _engine/_SessionLocal globals to redirect stages to test DB
+
+ + + S04 + Review Queue Admin UI + medium + S03 + + +1 slack +
+
+
+ provides: 9 review queue API endpoints mounted at /api/v1/review/*provides: React+Vite+TypeScript frontend with admin UI at /admin/reviewprovides: Typed API client (frontend/src/api/client.ts) for all review endpointsprovides: Reusable StatusBadge and ModeToggle componentsprovides: Redis-backed review mode toggle with config fallbackprovides: 24 integration tests for review endpointsrequires: KeyMoment model with review_status field, pipeline that creates moments in DB
+
+ passed
+
+ Decisions
+ - Redis mode toggle uses per-request get_redis() with aclose() — no connection pool (D007)
- API client uses bare fetch() with shared request() helper — no external HTTP library
- MomentDetail fetches full queue to find moment by ID since no single-moment GET endpoint exists
- Split creates new moment with '(split)' title suffix; merge combines summaries with double-newline separator
- Split dialog validates timestamp client-side before API call
Patterns
+
+ - React + Vite + TypeScript frontend pattern: strict TS config, Vite dev proxy to backend, typed API client with fetch()-based request helper
- Reusable component extraction (StatusBadge, ModeToggle) for consistent styling across admin pages
- Review router pattern: async SQLAlchemy with joined loads for cross-table data (moment + video + creator)
- Redis as runtime config store with config.py fallback for settings that need to be mutable at runtime
+
+ + S05 + Search-First Web UI + medium + S03 + + +1 slack +
+
+
+ provides: GET /api/v1/search — semantic search with keyword fallbackprovides: GET /api/v1/techniques and GET /api/v1/techniques/{slug} — technique page CRUDprovides: GET /api/v1/topics and GET /api/v1/topics/{category_slug} — topic hierarchyprovides: GET /api/v1/creators with sort=random|alpha|views and genre filterprovides: SearchService async class for embedding+Qdrant+keyword searchprovides: Typed public-client.ts with all public endpoint functionsprovides: 6 public page components: Home, SearchResults, TechniquePage, CreatorsBrowse, CreatorDetail, TopicsBrowseprovides: Complete public routing in App.tsxrequires: Qdrant embeddings collection, technique_pages and key_moments in PostgreSQL, canonical_tags.yaml
+
+ passed
+
+ Decisions
+ - [object Object]
- [object Object]
- [object Object]
- [object Object]
- [object Object]
- [object Object]
- 300ms asyncio.wait_for timeout on both embedding and Qdrant calls
- Topics endpoint loads canonical_tags.yaml at request time and counts tag matches from DB
- Mocked SearchService at router dependency level for integration tests
- Duplicated request<T> helper in public-client.ts to avoid coupling public and admin API clients
Patterns
+
+ - Async service class pattern: create separate async client wrappers for FastAPI when sync clients exist for Celery
- Graceful degradation pattern: embedding/Qdrant timeout → keyword ILIKE fallback with fallback_used flag
- Typed public API client: separate from admin client, each with own request<T> helper
- URL param-driven search: query state in URL params for shareable/bookmarkable search results
- Router-level service mocking: patch SearchService at dependency level for clean integration tests
+
+ + + M002 + M002: Chrysopedia Deployment — GitHub, ub01 Docker Stack, and Production Wiring + 3/3 + + +
+
+
+
+
+ + + S01 + Fix Compose Config, Add Qdrant/Embeddings, Push to GitHub + medium + + critical + +
+
+
+ provides: Docker Compose project definition (5 services) for deploymentprovides: PostgreSQL schema with 7 tables via Alembic migrationprovides: FastAPI app with health check and CRUD endpoints patternprovides: Pydantic schemas for all 7 entities (reusable in S02+)provides: SQLAlchemy async session infrastructureprovides: Sample transcript JSON fixture for S02 ingestion testingprovides: Canonical tags configuration (6 categories, 13 genres)
+
+ passed
+
+ Decisions
+ - [object Object]
- env_file uses required: false so docker compose config validates on fresh clones
- POSTGRES_PASSWORD uses :-changeme default instead of :? to avoid config failures
- PostgreSQL exposed on host port 5433 to avoid conflicts with other projects
- SQLAlchemy relationship import aliased to sa_relationship to avoid column name clash
- Separate PostgreSQL enum type names to avoid collisions (key_moment_content_type vs content_type)
- Health check at /health performs real DB SELECT 1; lightweight /api/v1/health also available
- Whisper import deferred so --help works without openai-whisper installed
- Sample transcript uses realistic music production content for downstream pipeline testing
Patterns
+
+ - Docker Compose service naming: chrysopedia-{role} (chrysopedia-db, chrysopedia-api, etc.)
- Backend router pattern: backend/routers/{domain}.py with prefix-per-router mounted under /api/v1
- SQLAlchemy async pattern: asyncpg engine + async_sessionmaker + get_session dependency
- Pydantic v2 schema pattern: Base/Create/Read variants per entity with model_config from_attributes=True
- Config via pydantic-settings BaseSettings loading from .env with sensible defaults
- Alembic async migration pattern with run_async_migrations() wrapper
- UUID primary keys with gen_random_uuid() server default for all entities
+
+ + + S02 + Deploy to ub01 — Clone, Build, Start, Migrate + medium + S01 + + +1 slack +
+
+
+ provides: POST /api/v1/ingest endpoint accepting Whisper transcript JSONprovides: Creator and SourceVideo records in PostgreSQL with TranscriptSegmentsprovides: Raw transcript JSON persisted to transcript_storage_pathprovides: pytest-asyncio test infrastructure with async fixtures and ASGI clientprovides: TranscriptIngestResponse Pydantic schema
+
+ passed
+
+ Decisions
+ - Used NullPool for test engine to avoid asyncpg connection contention in pytest-asyncio
- Fixed _now() helper to return naive UTC datetimes for asyncpg TIMESTAMP WITHOUT TIME ZONE compatibility
- Used slugify helper inline in ingest.py rather than a shared utils module
- Set file_path to {creator_folder}/{source_file} for new SourceVideo records
Patterns
+
+ - pytest-asyncio integration test pattern: function-scoped NullPool engine + ASGI transport client with dependency overrides
- Multipart JSON file upload pattern for FastAPI endpoints
- Creator auto-detection from folder_name with find-or-create and slugify
+
+ + S03 + CLAUDE.md Redirect and Development Path Setup + low + S02 + + +1 slack +
+
+
+ provides: 6 Celery tasks: stage2-6 + run_pipeline orchestratorprovides: LLMClient with primary/fallback for downstream useprovides: EmbeddingClient for vector generationprovides: QdrantManager for vector store operationsprovides: POST /api/v1/pipeline/trigger/{video_id} manual re-trigger endpointprovides: 8 Pydantic schemas for pipeline stage I/Oprovides: 4 editable prompt templates in prompts/provides: 10 integration tests with mock fixturesrequires: Ingest endpoint, database models (SourceVideo, TranscriptSegment, KeyMoment, TechniquePage, Creator), async SQLAlchemy engine, test infrastructure
+
+ passed
+
+ Decisions
+ - Sync OpenAI/SQLAlchemy/Qdrant throughout Celery tasks — no async in worker context (D004)
- Embedding/Qdrant stage is non-blocking side-effect — failures don't break pipeline (D005)
- Stage 4 classification stored in Redis (24h TTL) due to missing KeyMoment columns
- Pipeline dispatch from ingest is best-effort; manual trigger returns 503 on Celery failure
- LLMClient retries once with JSON nudge on malformed LLM output before failing
Patterns
+
+ - Celery task pattern: @celery_app.task(bind=True, max_retries=3) with sync SQLAlchemy session per task
- LLM client pattern: primary → fallback → fail, with Pydantic response parsing
- Non-blocking side-effect pattern: max_retries=0, catch-all exception handler, pipeline continues
- Prompt template pattern: plain text files in prompts/ dir, XML-style content fencing, loaded at runtime
- Pipeline test pattern: patch module-level _engine/_SessionLocal globals to redirect stages to test DB
+
+ + + M003 + M003: Domain + DNS + Per-Stage LLM Model Routing + 2/2 + + +
+
+
+
+
+ + + S01 + Domain Setup — DNS, Reverse Proxy, SSL + medium + + critical + +
+
+
+ provides: Docker Compose project definition (5 services) for deploymentprovides: PostgreSQL schema with 7 tables via Alembic migrationprovides: FastAPI app with health check and CRUD endpoints patternprovides: Pydantic schemas for all 7 entities (reusable in S02+)provides: SQLAlchemy async session infrastructureprovides: Sample transcript JSON fixture for S02 ingestion testingprovides: Canonical tags configuration (6 categories, 13 genres)
+
+ passed
+
+ Decisions
+ - [object Object]
- env_file uses required: false so docker compose config validates on fresh clones
- POSTGRES_PASSWORD uses :-changeme default instead of :? to avoid config failures
- PostgreSQL exposed on host port 5433 to avoid conflicts with other projects
- SQLAlchemy relationship import aliased to sa_relationship to avoid column name clash
- Separate PostgreSQL enum type names to avoid collisions (key_moment_content_type vs content_type)
- Health check at /health performs real DB SELECT 1; lightweight /api/v1/health also available
- Whisper import deferred so --help works without openai-whisper installed
- Sample transcript uses realistic music production content for downstream pipeline testing
Patterns
+
+ - Docker Compose service naming: chrysopedia-{role} (chrysopedia-db, chrysopedia-api, etc.)
- Backend router pattern: backend/routers/{domain}.py with prefix-per-router mounted under /api/v1
- SQLAlchemy async pattern: asyncpg engine + async_sessionmaker + get_session dependency
- Pydantic v2 schema pattern: Base/Create/Read variants per entity with model_config from_attributes=True
- Config via pydantic-settings BaseSettings loading from .env with sensible defaults
- Alembic async migration pattern with run_async_migrations() wrapper
- UUID primary keys with gen_random_uuid() server default for all entities
+
+ + S02 + Per-Stage LLM Model Routing + Think-Tag Stripping + low + + + +1 slack +
+
+
+ provides: POST /api/v1/ingest endpoint accepting Whisper transcript JSONprovides: Creator and SourceVideo records in PostgreSQL with TranscriptSegmentsprovides: Raw transcript JSON persisted to transcript_storage_pathprovides: pytest-asyncio test infrastructure with async fixtures and ASGI clientprovides: TranscriptIngestResponse Pydantic schema
+
+ passed
+
+ Decisions
+ - Used NullPool for test engine to avoid asyncpg connection contention in pytest-asyncio
- Fixed _now() helper to return naive UTC datetimes for asyncpg TIMESTAMP WITHOUT TIME ZONE compatibility
- Used slugify helper inline in ingest.py rather than a shared utils module
- Set file_path to {creator_folder}/{source_file} for new SourceVideo records
Patterns
+
+ - pytest-asyncio integration test pattern: function-scoped NullPool engine + ASGI transport client with dependency overrides
- Multipart JSON file upload pattern for FastAPI endpoints
- Creator auto-detection from folder_name with find-or-create and slugify
+
+ + + M004 + M004: UI Polish, Bug Fixes, Technique Page Redesign, and Article Versioning + 4/4 + + +
+
+
+
+
+ + + S01 + Fix API Bugs — Review Detail 422 + Creators Page + low + + critical + +
+
+
+ provides: Docker Compose project definition (5 services) for deploymentprovides: PostgreSQL schema with 7 tables via Alembic migrationprovides: FastAPI app with health check and CRUD endpoints patternprovides: Pydantic schemas for all 7 entities (reusable in S02+)provides: SQLAlchemy async session infrastructureprovides: Sample transcript JSON fixture for S02 ingestion testingprovides: Canonical tags configuration (6 categories, 13 genres)
+
+ passed
+
+ Decisions
+ - [object Object]
- env_file uses required: false so docker compose config validates on fresh clones
- POSTGRES_PASSWORD uses :-changeme default instead of :? to avoid config failures
- PostgreSQL exposed on host port 5433 to avoid conflicts with other projects
- SQLAlchemy relationship import aliased to sa_relationship to avoid column name clash
- Separate PostgreSQL enum type names to avoid collisions (key_moment_content_type vs content_type)
- Health check at /health performs real DB SELECT 1; lightweight /api/v1/health also available
- Whisper import deferred so --help works without openai-whisper installed
- Sample transcript uses realistic music production content for downstream pipeline testing
Patterns
+
+ - Docker Compose service naming: chrysopedia-{role} (chrysopedia-db, chrysopedia-api, etc.)
- Backend router pattern: backend/routers/{domain}.py with prefix-per-router mounted under /api/v1
- SQLAlchemy async pattern: asyncpg engine + async_sessionmaker + get_session dependency
- Pydantic v2 schema pattern: Base/Create/Read variants per entity with model_config from_attributes=True
- Config via pydantic-settings BaseSettings loading from .env with sensible defaults
- Alembic async migration pattern with run_async_migrations() wrapper
- UUID primary keys with gen_random_uuid() server default for all entities
+
+ + + S02 + Dark Theme + Cyan Accents + Mobile Responsive Fix + medium + + + +1 slack +
+
+
+ provides: POST /api/v1/ingest endpoint accepting Whisper transcript JSONprovides: Creator and SourceVideo records in PostgreSQL with TranscriptSegmentsprovides: Raw transcript JSON persisted to transcript_storage_pathprovides: pytest-asyncio test infrastructure with async fixtures and ASGI clientprovides: TranscriptIngestResponse Pydantic schema
+
+ passed
+
+ Decisions
+ - Used NullPool for test engine to avoid asyncpg connection contention in pytest-asyncio
- Fixed _now() helper to return naive UTC datetimes for asyncpg TIMESTAMP WITHOUT TIME ZONE compatibility
- Used slugify helper inline in ingest.py rather than a shared utils module
- Set file_path to {creator_folder}/{source_file} for new SourceVideo records
Patterns
+
+ - pytest-asyncio integration test pattern: function-scoped NullPool engine + ASGI transport client with dependency overrides
- Multipart JSON file upload pattern for FastAPI endpoints
- Creator auto-detection from folder_name with find-or-create and slugify
+
+ + + S03 + Technique Page Redesign + Video Source on Moments + medium + S01 + + +1 slack +
+
+
+ provides: 6 Celery tasks: stage2-6 + run_pipeline orchestratorprovides: LLMClient with primary/fallback for downstream useprovides: EmbeddingClient for vector generationprovides: QdrantManager for vector store operationsprovides: POST /api/v1/pipeline/trigger/{video_id} manual re-trigger endpointprovides: 8 Pydantic schemas for pipeline stage I/Oprovides: 4 editable prompt templates in prompts/provides: 10 integration tests with mock fixturesrequires: Ingest endpoint, database models (SourceVideo, TranscriptSegment, KeyMoment, TechniquePage, Creator), async SQLAlchemy engine, test infrastructure
+
+ passed
+
+ Decisions
+ - Sync OpenAI/SQLAlchemy/Qdrant throughout Celery tasks — no async in worker context (D004)
- Embedding/Qdrant stage is non-blocking side-effect — failures don't break pipeline (D005)
- Stage 4 classification stored in Redis (24h TTL) due to missing KeyMoment columns
- Pipeline dispatch from ingest is best-effort; manual trigger returns 503 on Celery failure
- LLMClient retries once with JSON nudge on malformed LLM output before failing
Patterns
+
+ - Celery task pattern: @celery_app.task(bind=True, max_retries=3) with sync SQLAlchemy session per task
- LLM client pattern: primary → fallback → fail, with Pydantic response parsing
- Non-blocking side-effect pattern: max_retries=0, catch-all exception handler, pipeline continues
- Prompt template pattern: plain text files in prompts/ dir, XML-style content fencing, loaded at runtime
- Pipeline test pattern: patch module-level _engine/_SessionLocal globals to redirect stages to test DB
+
+ + S04 + Article Versioning + Pipeline Tuning Metadata + high + S03 + + +1 slack +
+
+
+ provides: 9 review queue API endpoints mounted at /api/v1/review/*provides: React+Vite+TypeScript frontend with admin UI at /admin/reviewprovides: Typed API client (frontend/src/api/client.ts) for all review endpointsprovides: Reusable StatusBadge and ModeToggle componentsprovides: Redis-backed review mode toggle with config fallbackprovides: 24 integration tests for review endpointsrequires: KeyMoment model with review_status field, pipeline that creates moments in DB
+
+ passed
+
+ Decisions
+ - Redis mode toggle uses per-request get_redis() with aclose() — no connection pool (D007)
- API client uses bare fetch() with shared request() helper — no external HTTP library
- MomentDetail fetches full queue to find moment by ID since no single-moment GET endpoint exists
- Split creates new moment with '(split)' title suffix; merge combines summaries with double-newline separator
- Split dialog validates timestamp client-side before API call
Patterns
+
+ - React + Vite + TypeScript frontend pattern: strict TS config, Vite dev proxy to backend, typed API client with fetch()-based request helper
- Reusable component extraction (StatusBadge, ModeToggle) for consistent styling across admin pages
- Review router pattern: async SQLAlchemy with joined loads for cross-table data (moment + video + creator)
- Redis as runtime config store with config.py fallback for settings that need to be mutable at runtime
+
+ + + M005 + M005: Pipeline Dashboard, Technique Page Redesign, Key Moment Cards + 3/3 + + +
+
+
+
+
+ + + S01 + Pipeline Admin Dashboard + high + + critical + +
+
+
+ provides: Docker Compose project definition (5 services) for deploymentprovides: PostgreSQL schema with 7 tables via Alembic migrationprovides: FastAPI app with health check and CRUD endpoints patternprovides: Pydantic schemas for all 7 entities (reusable in S02+)provides: SQLAlchemy async session infrastructureprovides: Sample transcript JSON fixture for S02 ingestion testingprovides: Canonical tags configuration (6 categories, 13 genres)
+
+ passed
+
+ Decisions
+ - [object Object]
- env_file uses required: false so docker compose config validates on fresh clones
- POSTGRES_PASSWORD uses :-changeme default instead of :? to avoid config failures
- PostgreSQL exposed on host port 5433 to avoid conflicts with other projects
- SQLAlchemy relationship import aliased to sa_relationship to avoid column name clash
- Separate PostgreSQL enum type names to avoid collisions (key_moment_content_type vs content_type)
- Health check at /health performs real DB SELECT 1; lightweight /api/v1/health also available
- Whisper import deferred so --help works without openai-whisper installed
- Sample transcript uses realistic music production content for downstream pipeline testing
Patterns
+
+ - Docker Compose service naming: chrysopedia-{role} (chrysopedia-db, chrysopedia-api, etc.)
- Backend router pattern: backend/routers/{domain}.py with prefix-per-router mounted under /api/v1
- SQLAlchemy async pattern: asyncpg engine + async_sessionmaker + get_session dependency
- Pydantic v2 schema pattern: Base/Create/Read variants per entity with model_config from_attributes=True
- Config via pydantic-settings BaseSettings loading from .env with sensible defaults
- Alembic async migration pattern with run_async_migrations() wrapper
- UUID primary keys with gen_random_uuid() server default for all entities
+
+ + + S02 + Technique Page 2-Column Layout + medium + + + +1 slack +
+
+
+ provides: POST /api/v1/ingest endpoint accepting Whisper transcript JSONprovides: Creator and SourceVideo records in PostgreSQL with TranscriptSegmentsprovides: Raw transcript JSON persisted to transcript_storage_pathprovides: pytest-asyncio test infrastructure with async fixtures and ASGI clientprovides: TranscriptIngestResponse Pydantic schema
+
+ passed
+
+ Decisions
+ - Used NullPool for test engine to avoid asyncpg connection contention in pytest-asyncio
- Fixed _now() helper to return naive UTC datetimes for asyncpg TIMESTAMP WITHOUT TIME ZONE compatibility
- Used slugify helper inline in ingest.py rather than a shared utils module
- Set file_path to {creator_folder}/{source_file} for new SourceVideo records
Patterns
+
+ - pytest-asyncio integration test pattern: function-scoped NullPool engine + ASGI transport client with dependency overrides
- Multipart JSON file upload pattern for FastAPI endpoints
- Creator auto-detection from folder_name with find-or-create and slugify
+
+ + S03 + Key Moment Card Redesign + low + S02 + + +1 slack +
+
+
+ provides: 6 Celery tasks: stage2-6 + run_pipeline orchestratorprovides: LLMClient with primary/fallback for downstream useprovides: EmbeddingClient for vector generationprovides: QdrantManager for vector store operationsprovides: POST /api/v1/pipeline/trigger/{video_id} manual re-trigger endpointprovides: 8 Pydantic schemas for pipeline stage I/Oprovides: 4 editable prompt templates in prompts/provides: 10 integration tests with mock fixturesrequires: Ingest endpoint, database models (SourceVideo, TranscriptSegment, KeyMoment, TechniquePage, Creator), async SQLAlchemy engine, test infrastructure
+
+ passed
+
+ Decisions
+ - Sync OpenAI/SQLAlchemy/Qdrant throughout Celery tasks — no async in worker context (D004)
- Embedding/Qdrant stage is non-blocking side-effect — failures don't break pipeline (D005)
- Stage 4 classification stored in Redis (24h TTL) due to missing KeyMoment columns
- Pipeline dispatch from ingest is best-effort; manual trigger returns 503 on Celery failure
- LLMClient retries once with JSON nudge on malformed LLM output before failing
Patterns
+
+ - Celery task pattern: @celery_app.task(bind=True, max_retries=3) with sync SQLAlchemy session per task
- LLM client pattern: primary → fallback → fail, with Pydantic response parsing
- Non-blocking side-effect pattern: max_retries=0, catch-all exception handler, pipeline continues
- Prompt template pattern: plain text files in prompts/ dir, XML-style content fencing, loaded at runtime
- Pipeline test pattern: patch module-level _engine/_SessionLocal globals to redirect stages to test DB
+
+ + + M006 + M006: Admin Nav, Pipeline Log Views, Commit SHA, Tag Polish, Topics Redesign, Footer + 6/6 + + +
+
+
+
+
+ + + S01 + Admin Navigation Dropdown + Header Cleanup + low + + critical + +
+
+
+ provides: Docker Compose project definition (5 services) for deploymentprovides: PostgreSQL schema with 7 tables via Alembic migrationprovides: FastAPI app with health check and CRUD endpoints patternprovides: Pydantic schemas for all 7 entities (reusable in S02+)provides: SQLAlchemy async session infrastructureprovides: Sample transcript JSON fixture for S02 ingestion testingprovides: Canonical tags configuration (6 categories, 13 genres)
+
+ passed
+
+ Decisions
+ - [object Object]
- env_file uses required: false so docker compose config validates on fresh clones
- POSTGRES_PASSWORD uses :-changeme default instead of :? to avoid config failures
- PostgreSQL exposed on host port 5433 to avoid conflicts with other projects
- SQLAlchemy relationship import aliased to sa_relationship to avoid column name clash
- Separate PostgreSQL enum type names to avoid collisions (key_moment_content_type vs content_type)
- Health check at /health performs real DB SELECT 1; lightweight /api/v1/health also available
- Whisper import deferred so --help works without openai-whisper installed
- Sample transcript uses realistic music production content for downstream pipeline testing
Patterns
+
+ - Docker Compose service naming: chrysopedia-{role} (chrysopedia-db, chrysopedia-api, etc.)
- Backend router pattern: backend/routers/{domain}.py with prefix-per-router mounted under /api/v1
- SQLAlchemy async pattern: asyncpg engine + async_sessionmaker + get_session dependency
- Pydantic v2 schema pattern: Base/Create/Read variants per entity with model_config from_attributes=True
- Config via pydantic-settings BaseSettings loading from .env with sensible defaults
- Alembic async migration pattern with run_async_migrations() wrapper
- UUID primary keys with gen_random_uuid() server default for all entities
+
+ + + S02 + Pipeline Page: Head/Tail Log View + Token Count + low + + + +1 slack +
+
+
+ provides: POST /api/v1/ingest endpoint accepting Whisper transcript JSONprovides: Creator and SourceVideo records in PostgreSQL with TranscriptSegmentsprovides: Raw transcript JSON persisted to transcript_storage_pathprovides: pytest-asyncio test infrastructure with async fixtures and ASGI clientprovides: TranscriptIngestResponse Pydantic schema
+
+ passed
+
+ Decisions
+ - Used NullPool for test engine to avoid asyncpg connection contention in pytest-asyncio
- Fixed _now() helper to return naive UTC datetimes for asyncpg TIMESTAMP WITHOUT TIME ZONE compatibility
- Used slugify helper inline in ingest.py rather than a shared utils module
- Set file_path to {creator_folder}/{source_file} for new SourceVideo records
Patterns
+
+ - pytest-asyncio integration test pattern: function-scoped NullPool engine + ASGI transport client with dependency overrides
- Multipart JSON file upload pattern for FastAPI endpoints
- Creator auto-detection from folder_name with find-or-create and slugify
+
+ + + S03 + Git Commit SHA in Pipeline Version Metadata + low + + + +1 slack +
+
+
+ provides: 6 Celery tasks: stage2-6 + run_pipeline orchestratorprovides: LLMClient with primary/fallback for downstream useprovides: EmbeddingClient for vector generationprovides: QdrantManager for vector store operationsprovides: POST /api/v1/pipeline/trigger/{video_id} manual re-trigger endpointprovides: 8 Pydantic schemas for pipeline stage I/Oprovides: 4 editable prompt templates in prompts/provides: 10 integration tests with mock fixturesrequires: Ingest endpoint, database models (SourceVideo, TranscriptSegment, KeyMoment, TechniquePage, Creator), async SQLAlchemy engine, test infrastructure
+
+ passed
+
+ Decisions
+ - Sync OpenAI/SQLAlchemy/Qdrant throughout Celery tasks — no async in worker context (D004)
- Embedding/Qdrant stage is non-blocking side-effect — failures don't break pipeline (D005)
- Stage 4 classification stored in Redis (24h TTL) due to missing KeyMoment columns
- Pipeline dispatch from ingest is best-effort; manual trigger returns 503 on Celery failure
- LLMClient retries once with JSON nudge on malformed LLM output before failing
Patterns
+
+ - Celery task pattern: @celery_app.task(bind=True, max_retries=3) with sync SQLAlchemy session per task
- LLM client pattern: primary → fallback → fail, with Pydantic response parsing
- Non-blocking side-effect pattern: max_retries=0, catch-all exception handler, pipeline continues
- Prompt template pattern: plain text files in prompts/ dir, XML-style content fencing, loaded at runtime
- Pipeline test pattern: patch module-level _engine/_SessionLocal globals to redirect stages to test DB
+
+ + + S04 + Technique Page: Sidebar Reorder, Creator Emphasis, Tag Polish + medium + + + +1 slack +
+
+
+ provides: 9 review queue API endpoints mounted at /api/v1/review/*provides: React+Vite+TypeScript frontend with admin UI at /admin/reviewprovides: Typed API client (frontend/src/api/client.ts) for all review endpointsprovides: Reusable StatusBadge and ModeToggle componentsprovides: Redis-backed review mode toggle with config fallbackprovides: 24 integration tests for review endpointsrequires: KeyMoment model with review_status field, pipeline that creates moments in DB
+
+ passed
+
+ Decisions
+ - Redis mode toggle uses per-request get_redis() with aclose() — no connection pool (D007)
- API client uses bare fetch() with shared request() helper — no external HTTP library
- MomentDetail fetches full queue to find moment by ID since no single-moment GET endpoint exists
- Split creates new moment with '(split)' title suffix; merge combines summaries with double-newline separator
- Split dialog validates timestamp client-side before API call
Patterns
+
+ - React + Vite + TypeScript frontend pattern: strict TS config, Vite dev proxy to backend, typed API client with fetch()-based request helper
- Reusable component extraction (StatusBadge, ModeToggle) for consistent styling across admin pages
- Review router pattern: async SQLAlchemy with joined loads for cross-table data (moment + video + creator)
- Redis as runtime config store with config.py fallback for settings that need to be mutable at runtime
+
+ + + S05 + Topics Page Redesign + Music Theory Category + high + + + +1 slack +
+
+
+ provides: GET /api/v1/search — semantic search with keyword fallbackprovides: GET /api/v1/techniques and GET /api/v1/techniques/{slug} — technique page CRUDprovides: GET /api/v1/topics and GET /api/v1/topics/{category_slug} — topic hierarchyprovides: GET /api/v1/creators with sort=random|alpha|views and genre filterprovides: SearchService async class for embedding+Qdrant+keyword searchprovides: Typed public-client.ts with all public endpoint functionsprovides: 6 public page components: Home, SearchResults, TechniquePage, CreatorsBrowse, CreatorDetail, TopicsBrowseprovides: Complete public routing in App.tsxrequires: Qdrant embeddings collection, technique_pages and key_moments in PostgreSQL, canonical_tags.yaml
+
+ passed
+
+ Decisions
+ - [object Object]
- [object Object]
- [object Object]
- [object Object]
- [object Object]
- [object Object]
- 300ms asyncio.wait_for timeout on both embedding and Qdrant calls
- Topics endpoint loads canonical_tags.yaml at request time and counts tag matches from DB
- Mocked SearchService at router dependency level for integration tests
- Duplicated request<T> helper in public-client.ts to avoid coupling public and admin API clients
Patterns
+
+ - Async service class pattern: create separate async client wrappers for FastAPI when sync clients exist for Celery
- Graceful degradation pattern: embedding/Qdrant timeout → keyword ILIKE fallback with fallback_used flag
- Typed public API client: separate from admin client, each with own request<T> helper
- URL param-driven search: query state in URL params for shareable/bookmarkable search results
- Router-level service mocking: patch SearchService at dependency level for clean integration tests
+
+ + S06 + App Footer with Version Info + low + + + +1 slack +
+
+
+ provides: AppFooter component with build metadata renderingprovides: Vite build-time constant injection pattern
+
+ passed
+
+ Decisions
+ - Vite define with JSON.stringify for build-time constant injection
- execSync for local git SHA with VITE_GIT_COMMIT env var fallback for Docker builds
- ARG+ENV pattern in Dockerfile.web matching existing API service pattern
- Read package.json via fs.readFileSync to avoid TS module resolution issues in Vite config
Patterns
+
+ - Vite build-time constants via define + JSON.stringify + TypeScript declare const for type safety
- Docker ARG → ENV passthrough for build-time environment variables consumed by Node/Vite
+
+ + + M007 + M007: Pipeline Transparency, Auto-Ingest, Admin UX Polish, and Mobile Fixes + 6/6 + + +
+
+
+
+
+ + + S01 + Pipeline Debug Mode — Full LLM I/O Capture and Token Accounting + medium + + critical + +
+
+
+ provides: Docker Compose project definition (5 services) for deploymentprovides: PostgreSQL schema with 7 tables via Alembic migrationprovides: FastAPI app with health check and CRUD endpoints patternprovides: Pydantic schemas for all 7 entities (reusable in S02+)provides: SQLAlchemy async session infrastructureprovides: Sample transcript JSON fixture for S02 ingestion testingprovides: Canonical tags configuration (6 categories, 13 genres)
+
+ passed
+
+ Decisions
+ - [object Object]
- env_file uses required: false so docker compose config validates on fresh clones
- POSTGRES_PASSWORD uses :-changeme default instead of :? to avoid config failures
- PostgreSQL exposed on host port 5433 to avoid conflicts with other projects
- SQLAlchemy relationship import aliased to sa_relationship to avoid column name clash
- Separate PostgreSQL enum type names to avoid collisions (key_moment_content_type vs content_type)
- Health check at /health performs real DB SELECT 1; lightweight /api/v1/health also available
- Whisper import deferred so --help works without openai-whisper installed
- Sample transcript uses realistic music production content for downstream pipeline testing
Patterns
+
+ - Docker Compose service naming: chrysopedia-{role} (chrysopedia-db, chrysopedia-api, etc.)
- Backend router pattern: backend/routers/{domain}.py with prefix-per-router mounted under /api/v1
- SQLAlchemy async pattern: asyncpg engine + async_sessionmaker + get_session dependency
- Pydantic v2 schema pattern: Base/Create/Read variants per entity with model_config from_attributes=True
- Config via pydantic-settings BaseSettings loading from .env with sensible defaults
- Alembic async migration pattern with run_async_migrations() wrapper
- UUID primary keys with gen_random_uuid() server default for all entities
+
+ + + S02 + Debug Payload Viewer — Inline View, Copy, and Export in Admin UI + low + S01 + + +1 slack +
+
+
+ provides: POST /api/v1/ingest endpoint accepting Whisper transcript JSONprovides: Creator and SourceVideo records in PostgreSQL with TranscriptSegmentsprovides: Raw transcript JSON persisted to transcript_storage_pathprovides: pytest-asyncio test infrastructure with async fixtures and ASGI clientprovides: TranscriptIngestResponse Pydantic schema
+
+ passed
+
+ Decisions
+ - Used NullPool for test engine to avoid asyncpg connection contention in pytest-asyncio
- Fixed _now() helper to return naive UTC datetimes for asyncpg TIMESTAMP WITHOUT TIME ZONE compatibility
- Used slugify helper inline in ingest.py rather than a shared utils module
- Set file_path to {creator_folder}/{source_file} for new SourceVideo records
Patterns
+
+ - pytest-asyncio integration test pattern: function-scoped NullPool engine + ASGI transport client with dependency overrides
- Multipart JSON file upload pattern for FastAPI endpoints
- Creator auto-detection from folder_name with find-or-create and slugify
+
+ + + S03 + Transcript Folder Watcher — Auto-Ingest Service + medium + + + +1 slack +
+
+
+ provides: 6 Celery tasks: stage2-6 + run_pipeline orchestratorprovides: LLMClient with primary/fallback for downstream useprovides: EmbeddingClient for vector generationprovides: QdrantManager for vector store operationsprovides: POST /api/v1/pipeline/trigger/{video_id} manual re-trigger endpointprovides: 8 Pydantic schemas for pipeline stage I/Oprovides: 4 editable prompt templates in prompts/provides: 10 integration tests with mock fixturesrequires: Ingest endpoint, database models (SourceVideo, TranscriptSegment, KeyMoment, TechniquePage, Creator), async SQLAlchemy engine, test infrastructure
+
+ passed
+
+ Decisions
+ - Sync OpenAI/SQLAlchemy/Qdrant throughout Celery tasks — no async in worker context (D004)
- Embedding/Qdrant stage is non-blocking side-effect — failures don't break pipeline (D005)
- Stage 4 classification stored in Redis (24h TTL) due to missing KeyMoment columns
- Pipeline dispatch from ingest is best-effort; manual trigger returns 503 on Celery failure
- LLMClient retries once with JSON nudge on malformed LLM output before failing
Patterns
+
+ - Celery task pattern: @celery_app.task(bind=True, max_retries=3) with sync SQLAlchemy session per task
- LLM client pattern: primary → fallback → fail, with Pydantic response parsing
- Non-blocking side-effect pattern: max_retries=0, catch-all exception handler, pipeline continues
- Prompt template pattern: plain text files in prompts/ dir, XML-style content fencing, loaded at runtime
- Pipeline test pattern: patch module-level _engine/_SessionLocal globals to redirect stages to test DB
+
+ + + S04 + Admin UX Audit — Prune, Streamline, and Polish + low + S02 + + +1 slack +
+
+
+ provides: 9 review queue API endpoints mounted at /api/v1/review/*provides: React+Vite+TypeScript frontend with admin UI at /admin/reviewprovides: Typed API client (frontend/src/api/client.ts) for all review endpointsprovides: Reusable StatusBadge and ModeToggle componentsprovides: Redis-backed review mode toggle with config fallbackprovides: 24 integration tests for review endpointsrequires: KeyMoment model with review_status field, pipeline that creates moments in DB
+
+ passed
+
+ Decisions
+ - Redis mode toggle uses per-request get_redis() with aclose() — no connection pool (D007)
- API client uses bare fetch() with shared request() helper — no external HTTP library
- MomentDetail fetches full queue to find moment by ID since no single-moment GET endpoint exists
- Split creates new moment with '(split)' title suffix; merge combines summaries with double-newline separator
- Split dialog validates timestamp client-side before API call
Patterns
+
+ - React + Vite + TypeScript frontend pattern: strict TS config, Vite dev proxy to backend, typed API client with fetch()-based request helper
- Reusable component extraction (StatusBadge, ModeToggle) for consistent styling across admin pages
- Review router pattern: async SQLAlchemy with joined loads for cross-table data (moment + video + creator)
- Redis as runtime config store with config.py fallback for settings that need to be mutable at runtime
+
+ + + S05 + Key Moment Card Text Overflow Fix + low + + + +1 slack +
+
+
+ provides: GET /api/v1/search — semantic search with keyword fallbackprovides: GET /api/v1/techniques and GET /api/v1/techniques/{slug} — technique page CRUDprovides: GET /api/v1/topics and GET /api/v1/topics/{category_slug} — topic hierarchyprovides: GET /api/v1/creators with sort=random|alpha|views and genre filterprovides: SearchService async class for embedding+Qdrant+keyword searchprovides: Typed public-client.ts with all public endpoint functionsprovides: 6 public page components: Home, SearchResults, TechniquePage, CreatorsBrowse, CreatorDetail, TopicsBrowseprovides: Complete public routing in App.tsxrequires: Qdrant embeddings collection, technique_pages and key_moments in PostgreSQL, canonical_tags.yaml
+
+ passed
+
+ Decisions
+ - [object Object]
- [object Object]
- [object Object]
- [object Object]
- [object Object]
- [object Object]
- 300ms asyncio.wait_for timeout on both embedding and Qdrant calls
- Topics endpoint loads canonical_tags.yaml at request time and counts tag matches from DB
- Mocked SearchService at router dependency level for integration tests
- Duplicated request<T> helper in public-client.ts to avoid coupling public and admin API clients
Patterns
+
+ - Async service class pattern: create separate async client wrappers for FastAPI when sync clients exist for Celery
- Graceful degradation pattern: embedding/Qdrant timeout → keyword ILIKE fallback with fallback_used flag
- Typed public API client: separate from admin client, each with own request<T> helper
- URL param-driven search: query state in URL params for shareable/bookmarkable search results
- Router-level service mocking: patch SearchService at dependency level for clean integration tests
+
+ + S06 + Mobile Viewport Overflow Fix — Technique Pages and Global Content + low + S05 + + +1 slack +
+
+
+ provides: AppFooter component with build metadata renderingprovides: Vite build-time constant injection pattern
+
+ passed
+
+ Decisions
+ - Vite define with JSON.stringify for build-time constant injection
- execSync for local git SHA with VITE_GIT_COMMIT env var fallback for Docker builds
- ARG+ENV pattern in Dockerfile.web matching existing API service pattern
- Read package.json via fs.readFileSync to avoid TS module resolution issues in Vite config
Patterns
+
+ - Vite build-time constants via define + JSON.stringify + TypeScript declare const for type safety
- Docker ARG → ENV passthrough for build-time environment variables consumed by Node/Vite
+
+ + + M008 + M008: Credibility Debt Cleanup — Broken Links, Test Data, Jargon, Empty Metrics + 3/3 + + +
+
+
+
+
+ + + S01 + Fix Key Moment Search Links + high + + critical + +
+
+
+ provides: Docker Compose project definition (5 services) for deploymentprovides: PostgreSQL schema with 7 tables via Alembic migrationprovides: FastAPI app with health check and CRUD endpoints patternprovides: Pydantic schemas for all 7 entities (reusable in S02+)provides: SQLAlchemy async session infrastructureprovides: Sample transcript JSON fixture for S02 ingestion testingprovides: Canonical tags configuration (6 categories, 13 genres)
+
+ passed
+
+ Decisions
+ - [object Object]
- env_file uses required: false so docker compose config validates on fresh clones
- POSTGRES_PASSWORD uses :-changeme default instead of :? to avoid config failures
- PostgreSQL exposed on host port 5433 to avoid conflicts with other projects
- SQLAlchemy relationship import aliased to sa_relationship to avoid column name clash
- Separate PostgreSQL enum type names to avoid collisions (key_moment_content_type vs content_type)
- Health check at /health performs real DB SELECT 1; lightweight /api/v1/health also available
- Whisper import deferred so --help works without openai-whisper installed
- Sample transcript uses realistic music production content for downstream pipeline testing
Patterns
+
+ - Docker Compose service naming: chrysopedia-{role} (chrysopedia-db, chrysopedia-api, etc.)
- Backend router pattern: backend/routers/{domain}.py with prefix-per-router mounted under /api/v1
- SQLAlchemy async pattern: asyncpg engine + async_sessionmaker + get_session dependency
- Pydantic v2 schema pattern: Base/Create/Read variants per entity with model_config from_attributes=True
- Config via pydantic-settings BaseSettings loading from .env with sensible defaults
- Alembic async migration pattern with run_async_migrations() wrapper
- UUID primary keys with gen_random_uuid() server default for all entities
+
+ + + S02 + Trust & Credibility Cleanup + low + + + +1 slack +
+
+
+ provides: POST /api/v1/ingest endpoint accepting Whisper transcript JSONprovides: Creator and SourceVideo records in PostgreSQL with TranscriptSegmentsprovides: Raw transcript JSON persisted to transcript_storage_pathprovides: pytest-asyncio test infrastructure with async fixtures and ASGI clientprovides: TranscriptIngestResponse Pydantic schema
+
+ passed
+
+ Decisions
+ - Used NullPool for test engine to avoid asyncpg connection contention in pytest-asyncio
- Fixed _now() helper to return naive UTC datetimes for asyncpg TIMESTAMP WITHOUT TIME ZONE compatibility
- Used slugify helper inline in ingest.py rather than a shared utils module
- Set file_path to {creator_folder}/{source_file} for new SourceVideo records
Patterns
+
+ - pytest-asyncio integration test pattern: function-scoped NullPool engine + ASGI transport client with dependency overrides
- Multipart JSON file upload pattern for FastAPI endpoints
- Creator auto-detection from folder_name with find-or-create and slugify
+
+ + S03 + Homepage Cards & Creator Metric Polish + low + + + +1 slack +
+
+
+ provides: 6 Celery tasks: stage2-6 + run_pipeline orchestratorprovides: LLMClient with primary/fallback for downstream useprovides: EmbeddingClient for vector generationprovides: QdrantManager for vector store operationsprovides: POST /api/v1/pipeline/trigger/{video_id} manual re-trigger endpointprovides: 8 Pydantic schemas for pipeline stage I/Oprovides: 4 editable prompt templates in prompts/provides: 10 integration tests with mock fixturesrequires: Ingest endpoint, database models (SourceVideo, TranscriptSegment, KeyMoment, TechniquePage, Creator), async SQLAlchemy engine, test infrastructure
+
+ passed
+
+ Decisions
+ - Sync OpenAI/SQLAlchemy/Qdrant throughout Celery tasks — no async in worker context (D004)
- Embedding/Qdrant stage is non-blocking side-effect — failures don't break pipeline (D005)
- Stage 4 classification stored in Redis (24h TTL) due to missing KeyMoment columns
- Pipeline dispatch from ingest is best-effort; manual trigger returns 503 on Celery failure
- LLMClient retries once with JSON nudge on malformed LLM output before failing
Patterns
+
+ - Celery task pattern: @celery_app.task(bind=True, max_retries=3) with sync SQLAlchemy session per task
- LLM client pattern: primary → fallback → fail, with Pydantic response parsing
- Non-blocking side-effect pattern: max_retries=0, catch-all exception handler, pipeline continues
- Prompt template pattern: plain text files in prompts/ dir, XML-style content fencing, loaded at runtime
- Pipeline test pattern: patch module-level _engine/_SessionLocal globals to redirect stages to test DB
+
+ + + M009 + Homepage & First Impression + 3/3 + + +
+
+
+
+
+ + + S01 + Homepage Hero & Value Proposition + medium + + critical + +
+
+
+ provides: Docker Compose project definition (5 services) for deploymentprovides: PostgreSQL schema with 7 tables via Alembic migrationprovides: FastAPI app with health check and CRUD endpoints patternprovides: Pydantic schemas for all 7 entities (reusable in S02+)provides: SQLAlchemy async session infrastructureprovides: Sample transcript JSON fixture for S02 ingestion testingprovides: Canonical tags configuration (6 categories, 13 genres)
+
+ passed
+
+ Decisions
+ - [object Object]
- env_file uses required: false so docker compose config validates on fresh clones
- POSTGRES_PASSWORD uses :-changeme default instead of :? to avoid config failures
- PostgreSQL exposed on host port 5433 to avoid conflicts with other projects
- SQLAlchemy relationship import aliased to sa_relationship to avoid column name clash
- Separate PostgreSQL enum type names to avoid collisions (key_moment_content_type vs content_type)
- Health check at /health performs real DB SELECT 1; lightweight /api/v1/health also available
- Whisper import deferred so --help works without openai-whisper installed
- Sample transcript uses realistic music production content for downstream pipeline testing
Patterns
+
+ - Docker Compose service naming: chrysopedia-{role} (chrysopedia-db, chrysopedia-api, etc.)
- Backend router pattern: backend/routers/{domain}.py with prefix-per-router mounted under /api/v1
- SQLAlchemy async pattern: asyncpg engine + async_sessionmaker + get_session dependency
- Pydantic v2 schema pattern: Base/Create/Read variants per entity with model_config from_attributes=True
- Config via pydantic-settings BaseSettings loading from .env with sensible defaults
- Alembic async migration pattern with run_async_migrations() wrapper
- UUID primary keys with gen_random_uuid() server default for all entities
+
+ + + S02 + About Page + low + + + +1 slack +
+
+
+ provides: POST /api/v1/ingest endpoint accepting Whisper transcript JSONprovides: Creator and SourceVideo records in PostgreSQL with TranscriptSegmentsprovides: Raw transcript JSON persisted to transcript_storage_pathprovides: pytest-asyncio test infrastructure with async fixtures and ASGI clientprovides: TranscriptIngestResponse Pydantic schema
+
+ passed
+
+ Decisions
+ - Used NullPool for test engine to avoid asyncpg connection contention in pytest-asyncio
- Fixed _now() helper to return naive UTC datetimes for asyncpg TIMESTAMP WITHOUT TIME ZONE compatibility
- Used slugify helper inline in ingest.py rather than a shared utils module
- Set file_path to {creator_folder}/{source_file} for new SourceVideo records
Patterns
+
+ - pytest-asyncio integration test pattern: function-scoped NullPool engine + ASGI transport client with dependency overrides
- Multipart JSON file upload pattern for FastAPI endpoints
- Creator auto-detection from folder_name with find-or-create and slugify
+
+ + S03 + Featured Content & Content Teasers + low + S01 + + +1 slack +
+
+
+ provides: 6 Celery tasks: stage2-6 + run_pipeline orchestratorprovides: LLMClient with primary/fallback for downstream useprovides: EmbeddingClient for vector generationprovides: QdrantManager for vector store operationsprovides: POST /api/v1/pipeline/trigger/{video_id} manual re-trigger endpointprovides: 8 Pydantic schemas for pipeline stage I/Oprovides: 4 editable prompt templates in prompts/provides: 10 integration tests with mock fixturesrequires: Ingest endpoint, database models (SourceVideo, TranscriptSegment, KeyMoment, TechniquePage, Creator), async SQLAlchemy engine, test infrastructure
+
+ passed
+
+ Decisions
+ - Sync OpenAI/SQLAlchemy/Qdrant throughout Celery tasks — no async in worker context (D004)
- Embedding/Qdrant stage is non-blocking side-effect — failures don't break pipeline (D005)
- Stage 4 classification stored in Redis (24h TTL) due to missing KeyMoment columns
- Pipeline dispatch from ingest is best-effort; manual trigger returns 503 on Celery failure
- LLMClient retries once with JSON nudge on malformed LLM output before failing
Patterns
+
+ - Celery task pattern: @celery_app.task(bind=True, max_retries=3) with sync SQLAlchemy session per task
- LLM client pattern: primary → fallback → fail, with Pydantic response parsing
- Non-blocking side-effect pattern: max_retries=0, catch-all exception handler, pipeline continues
- Prompt template pattern: plain text files in prompts/ dir, XML-style content fencing, loaded at runtime
- Pipeline test pattern: patch module-level _engine/_SessionLocal globals to redirect stages to test DB
+
+ + + M010 + Discovery, Navigation & Visual Identity + 4/4 + + +
+
+
+
+
+ + + S01 + Dedicated Sub-Topic Pages + high + + critical + +
+
+
+ provides: Docker Compose project definition (5 services) for deploymentprovides: PostgreSQL schema with 7 tables via Alembic migrationprovides: FastAPI app with health check and CRUD endpoints patternprovides: Pydantic schemas for all 7 entities (reusable in S02+)provides: SQLAlchemy async session infrastructureprovides: Sample transcript JSON fixture for S02 ingestion testingprovides: Canonical tags configuration (6 categories, 13 genres)
+
+ passed
+
+ Decisions
+ - [object Object]
- env_file uses required: false so docker compose config validates on fresh clones
- POSTGRES_PASSWORD uses :-changeme default instead of :? to avoid config failures
- PostgreSQL exposed on host port 5433 to avoid conflicts with other projects
- SQLAlchemy relationship import aliased to sa_relationship to avoid column name clash
- Separate PostgreSQL enum type names to avoid collisions (key_moment_content_type vs content_type)
- Health check at /health performs real DB SELECT 1; lightweight /api/v1/health also available
- Whisper import deferred so --help works without openai-whisper installed
- Sample transcript uses realistic music production content for downstream pipeline testing
Patterns
+
+ - Docker Compose service naming: chrysopedia-{role} (chrysopedia-db, chrysopedia-api, etc.)
- Backend router pattern: backend/routers/{domain}.py with prefix-per-router mounted under /api/v1
- SQLAlchemy async pattern: asyncpg engine + async_sessionmaker + get_session dependency
- Pydantic v2 schema pattern: Base/Create/Read variants per entity with model_config from_attributes=True
- Config via pydantic-settings BaseSettings loading from .env with sensible defaults
- Alembic async migration pattern with run_async_migrations() wrapper
- UUID primary keys with gen_random_uuid() server default for all entities
+
+ + + S02 + Related Techniques Cross-Linking + medium + + + +1 slack +
+
+
+ provides: POST /api/v1/ingest endpoint accepting Whisper transcript JSONprovides: Creator and SourceVideo records in PostgreSQL with TranscriptSegmentsprovides: Raw transcript JSON persisted to transcript_storage_pathprovides: pytest-asyncio test infrastructure with async fixtures and ASGI clientprovides: TranscriptIngestResponse Pydantic schema
+
+ passed
+
+ Decisions
+ - Used NullPool for test engine to avoid asyncpg connection contention in pytest-asyncio
- Fixed _now() helper to return naive UTC datetimes for asyncpg TIMESTAMP WITHOUT TIME ZONE compatibility
- Used slugify helper inline in ingest.py rather than a shared utils module
- Set file_path to {creator_folder}/{source_file} for new SourceVideo records
Patterns
+
+ - pytest-asyncio integration test pattern: function-scoped NullPool engine + ASGI transport client with dependency overrides
- Multipart JSON file upload pattern for FastAPI endpoints
- Creator auto-detection from folder_name with find-or-create and slugify
+
+ + + S03 + Topic Color Coding & Visual Polish + medium + S01 + + +1 slack +
+
+
+ provides: 6 Celery tasks: stage2-6 + run_pipeline orchestratorprovides: LLMClient with primary/fallback for downstream useprovides: EmbeddingClient for vector generationprovides: QdrantManager for vector store operationsprovides: POST /api/v1/pipeline/trigger/{video_id} manual re-trigger endpointprovides: 8 Pydantic schemas for pipeline stage I/Oprovides: 4 editable prompt templates in prompts/provides: 10 integration tests with mock fixturesrequires: Ingest endpoint, database models (SourceVideo, TranscriptSegment, KeyMoment, TechniquePage, Creator), async SQLAlchemy engine, test infrastructure
+
+ passed
+
+ Decisions
+ - Sync OpenAI/SQLAlchemy/Qdrant throughout Celery tasks — no async in worker context (D004)
- Embedding/Qdrant stage is non-blocking side-effect — failures don't break pipeline (D005)
- Stage 4 classification stored in Redis (24h TTL) due to missing KeyMoment columns
- Pipeline dispatch from ingest is best-effort; manual trigger returns 503 on Celery failure
- LLMClient retries once with JSON nudge on malformed LLM output before failing
Patterns
+
+ - Celery task pattern: @celery_app.task(bind=True, max_retries=3) with sync SQLAlchemy session per task
- LLM client pattern: primary → fallback → fail, with Pydantic response parsing
- Non-blocking side-effect pattern: max_retries=0, catch-all exception handler, pipeline continues
- Prompt template pattern: plain text files in prompts/ dir, XML-style content fencing, loaded at runtime
- Pipeline test pattern: patch module-level _engine/_SessionLocal globals to redirect stages to test DB
+
+ + S04 + Search Autocomplete & Suggestions + medium + + + +1 slack +
+
+
+ provides: 9 review queue API endpoints mounted at /api/v1/review/*provides: React+Vite+TypeScript frontend with admin UI at /admin/reviewprovides: Typed API client (frontend/src/api/client.ts) for all review endpointsprovides: Reusable StatusBadge and ModeToggle componentsprovides: Redis-backed review mode toggle with config fallbackprovides: 24 integration tests for review endpointsrequires: KeyMoment model with review_status field, pipeline that creates moments in DB
+
+ passed
+
+ Decisions
+ - Redis mode toggle uses per-request get_redis() with aclose() — no connection pool (D007)
- API client uses bare fetch() with shared request() helper — no external HTTP library
- MomentDetail fetches full queue to find moment by ID since no single-moment GET endpoint exists
- Split creates new moment with '(split)' title suffix; merge combines summaries with double-newline separator
- Split dialog validates timestamp client-side before API call
Patterns
+
+ - React + Vite + TypeScript frontend pattern: strict TS config, Vite dev proxy to backend, typed API client with fetch()-based request helper
- Reusable component extraction (StatusBadge, ModeToggle) for consistent styling across admin pages
- Review router pattern: async SQLAlchemy with joined loads for cross-table data (moment + video + creator)
- Redis as runtime config store with config.py fallback for settings that need to be mutable at runtime
+
+ + + M011 + M011: Interaction Polish, Navigation & Accessibility + 4/4 + + +
+
+
+
+
+ + + S01 + Interaction Delight & Discovery + medium + + critical + +
+
+
+ provides: Docker Compose project definition (5 services) for deploymentprovides: PostgreSQL schema with 7 tables via Alembic migrationprovides: FastAPI app with health check and CRUD endpoints patternprovides: Pydantic schemas for all 7 entities (reusable in S02+)provides: SQLAlchemy async session infrastructureprovides: Sample transcript JSON fixture for S02 ingestion testingprovides: Canonical tags configuration (6 categories, 13 genres)
+
+ passed
+
+ Decisions
+ - [object Object]
- env_file uses required: false so docker compose config validates on fresh clones
- POSTGRES_PASSWORD uses :-changeme default instead of :? to avoid config failures
- PostgreSQL exposed on host port 5433 to avoid conflicts with other projects
- SQLAlchemy relationship import aliased to sa_relationship to avoid column name clash
- Separate PostgreSQL enum type names to avoid collisions (key_moment_content_type vs content_type)
- Health check at /health performs real DB SELECT 1; lightweight /api/v1/health also available
- Whisper import deferred so --help works without openai-whisper installed
- Sample transcript uses realistic music production content for downstream pipeline testing
Patterns
+
+ - Docker Compose service naming: chrysopedia-{role} (chrysopedia-db, chrysopedia-api, etc.)
- Backend router pattern: backend/routers/{domain}.py with prefix-per-router mounted under /api/v1
- SQLAlchemy async pattern: asyncpg engine + async_sessionmaker + get_session dependency
- Pydantic v2 schema pattern: Base/Create/Read variants per entity with model_config from_attributes=True
- Config via pydantic-settings BaseSettings loading from .env with sensible defaults
- Alembic async migration pattern with run_async_migrations() wrapper
- UUID primary keys with gen_random_uuid() server default for all entities
+
+ + + S02 + Topics, Creator Stats & Card Polish + medium + + + +1 slack +
+
+
+ provides: POST /api/v1/ingest endpoint accepting Whisper transcript JSONprovides: Creator and SourceVideo records in PostgreSQL with TranscriptSegmentsprovides: Raw transcript JSON persisted to transcript_storage_pathprovides: pytest-asyncio test infrastructure with async fixtures and ASGI clientprovides: TranscriptIngestResponse Pydantic schema
+
+ passed
+
+ Decisions
+ - Used NullPool for test engine to avoid asyncpg connection contention in pytest-asyncio
- Fixed _now() helper to return naive UTC datetimes for asyncpg TIMESTAMP WITHOUT TIME ZONE compatibility
- Used slugify helper inline in ingest.py rather than a shared utils module
- Set file_path to {creator_folder}/{source_file} for new SourceVideo records
Patterns
+
+ - pytest-asyncio integration test pattern: function-scoped NullPool engine + ASGI transport client with dependency overrides
- Multipart JSON file upload pattern for FastAPI endpoints
- Creator auto-detection from folder_name with find-or-create and slugify
+
+ + + S03 + Global Search & Mobile Navigation + medium + + + +1 slack +
+
+
+ provides: 6 Celery tasks: stage2-6 + run_pipeline orchestratorprovides: LLMClient with primary/fallback for downstream useprovides: EmbeddingClient for vector generationprovides: QdrantManager for vector store operationsprovides: POST /api/v1/pipeline/trigger/{video_id} manual re-trigger endpointprovides: 8 Pydantic schemas for pipeline stage I/Oprovides: 4 editable prompt templates in prompts/provides: 10 integration tests with mock fixturesrequires: Ingest endpoint, database models (SourceVideo, TranscriptSegment, KeyMoment, TechniquePage, Creator), async SQLAlchemy engine, test infrastructure
+
+ passed
+
+ Decisions
+ - Sync OpenAI/SQLAlchemy/Qdrant throughout Celery tasks — no async in worker context (D004)
- Embedding/Qdrant stage is non-blocking side-effect — failures don't break pipeline (D005)
- Stage 4 classification stored in Redis (24h TTL) due to missing KeyMoment columns
- Pipeline dispatch from ingest is best-effort; manual trigger returns 503 on Celery failure
- LLMClient retries once with JSON nudge on malformed LLM output before failing
Patterns
+
+ - Celery task pattern: @celery_app.task(bind=True, max_retries=3) with sync SQLAlchemy session per task
- LLM client pattern: primary → fallback → fail, with Pydantic response parsing
- Non-blocking side-effect pattern: max_retries=0, catch-all exception handler, pipeline continues
- Prompt template pattern: plain text files in prompts/ dir, XML-style content fencing, loaded at runtime
- Pipeline test pattern: patch module-level _engine/_SessionLocal globals to redirect stages to test DB
+
+ + S04 + Accessibility & SEO Fixes + low + + + +1 slack +
+
+
+ provides: 9 review queue API endpoints mounted at /api/v1/review/*provides: React+Vite+TypeScript frontend with admin UI at /admin/reviewprovides: Typed API client (frontend/src/api/client.ts) for all review endpointsprovides: Reusable StatusBadge and ModeToggle componentsprovides: Redis-backed review mode toggle with config fallbackprovides: 24 integration tests for review endpointsrequires: KeyMoment model with review_status field, pipeline that creates moments in DB
+
+ passed
+
+ Decisions
+ - Redis mode toggle uses per-request get_redis() with aclose() — no connection pool (D007)
- API client uses bare fetch() with shared request() helper — no external HTTP library
- MomentDetail fetches full queue to find moment by ID since no single-moment GET endpoint exists
- Split creates new moment with '(split)' title suffix; merge combines summaries with double-newline separator
- Split dialog validates timestamp client-side before API call
Patterns
+
+ - React + Vite + TypeScript frontend pattern: strict TS config, Vite dev proxy to backend, typed API client with fetch()-based request helper
- Reusable component extraction (StatusBadge, ModeToggle) for consistent styling across admin pages
- Review router pattern: async SQLAlchemy with joined loads for cross-table data (moment + video + creator)
- Redis as runtime config store with config.py fallback for settings that need to be mutable at runtime
+
+ + + M012 + M012: Multi-Field Composite Search & Sort Controls + 2/2 + + +
+
+
+
+
+ + + S01 + Multi-Field Composite Search + high + + critical + +
+
+
+ provides: Docker Compose project definition (5 services) for deploymentprovides: PostgreSQL schema with 7 tables via Alembic migrationprovides: FastAPI app with health check and CRUD endpoints patternprovides: Pydantic schemas for all 7 entities (reusable in S02+)provides: SQLAlchemy async session infrastructureprovides: Sample transcript JSON fixture for S02 ingestion testingprovides: Canonical tags configuration (6 categories, 13 genres)
+
+ passed
+
+ Decisions
+ - [object Object]
- env_file uses required: false so docker compose config validates on fresh clones
- POSTGRES_PASSWORD uses :-changeme default instead of :? to avoid config failures
- PostgreSQL exposed on host port 5433 to avoid conflicts with other projects
- SQLAlchemy relationship import aliased to sa_relationship to avoid column name clash
- Separate PostgreSQL enum type names to avoid collisions (key_moment_content_type vs content_type)
- Health check at /health performs real DB SELECT 1; lightweight /api/v1/health also available
- Whisper import deferred so --help works without openai-whisper installed
- Sample transcript uses realistic music production content for downstream pipeline testing
Patterns
+
+ - Docker Compose service naming: chrysopedia-{role} (chrysopedia-db, chrysopedia-api, etc.)
- Backend router pattern: backend/routers/{domain}.py with prefix-per-router mounted under /api/v1
- SQLAlchemy async pattern: asyncpg engine + async_sessionmaker + get_session dependency
- Pydantic v2 schema pattern: Base/Create/Read variants per entity with model_config from_attributes=True
- Config via pydantic-settings BaseSettings loading from .env with sensible defaults
- Alembic async migration pattern with run_async_migrations() wrapper
- UUID primary keys with gen_random_uuid() server default for all entities
+
+ + S02 + Sort Controls on All List Views + medium + S01 + + +1 slack +
+
+
+ provides: POST /api/v1/ingest endpoint accepting Whisper transcript JSONprovides: Creator and SourceVideo records in PostgreSQL with TranscriptSegmentsprovides: Raw transcript JSON persisted to transcript_storage_pathprovides: pytest-asyncio test infrastructure with async fixtures and ASGI clientprovides: TranscriptIngestResponse Pydantic schema
+
+ passed
+
+ Decisions
+ - Used NullPool for test engine to avoid asyncpg connection contention in pytest-asyncio
- Fixed _now() helper to return naive UTC datetimes for asyncpg TIMESTAMP WITHOUT TIME ZONE compatibility
- Used slugify helper inline in ingest.py rather than a shared utils module
- Set file_path to {creator_folder}/{source_file} for new SourceVideo records
Patterns
+
+ - pytest-asyncio integration test pattern: function-scoped NullPool engine + ASGI transport client with dependency overrides
- Multipart JSON file upload pattern for FastAPI endpoints
- Creator auto-detection from folder_name with find-or-create and slugify
+
+ + + M013 + M013: Prompt Quality Toolkit — LLM Fitness, Scoring, and Automated Optimization + 4/4 + + +
+
+
+
+
+ + + S01 + General FYN-LLM Fitness Suite + medium + + critical + +
+
+
+ provides: Docker Compose project definition (5 services) for deploymentprovides: PostgreSQL schema with 7 tables via Alembic migrationprovides: FastAPI app with health check and CRUD endpoints patternprovides: Pydantic schemas for all 7 entities (reusable in S02+)provides: SQLAlchemy async session infrastructureprovides: Sample transcript JSON fixture for S02 ingestion testingprovides: Canonical tags configuration (6 categories, 13 genres)
+
+ passed
+
+ Decisions
+ - [object Object]
- env_file uses required: false so docker compose config validates on fresh clones
- POSTGRES_PASSWORD uses :-changeme default instead of :? to avoid config failures
- PostgreSQL exposed on host port 5433 to avoid conflicts with other projects
- SQLAlchemy relationship import aliased to sa_relationship to avoid column name clash
- Separate PostgreSQL enum type names to avoid collisions (key_moment_content_type vs content_type)
- Health check at /health performs real DB SELECT 1; lightweight /api/v1/health also available
- Whisper import deferred so --help works without openai-whisper installed
- Sample transcript uses realistic music production content for downstream pipeline testing
Patterns
+
+ - Docker Compose service naming: chrysopedia-{role} (chrysopedia-db, chrysopedia-api, etc.)
- Backend router pattern: backend/routers/{domain}.py with prefix-per-router mounted under /api/v1
- SQLAlchemy async pattern: asyncpg engine + async_sessionmaker + get_session dependency
- Pydantic v2 schema pattern: Base/Create/Read variants per entity with model_config from_attributes=True
- Config via pydantic-settings BaseSettings loading from .env with sensible defaults
- Alembic async migration pattern with run_async_migrations() wrapper
- UUID primary keys with gen_random_uuid() server default for all entities
+
+ + + S02 + Stage 5 Quality Scorer & Voice Preservation Dial + high + S01 + + +1 slack +
+
+
+ provides: POST /api/v1/ingest endpoint accepting Whisper transcript JSONprovides: Creator and SourceVideo records in PostgreSQL with TranscriptSegmentsprovides: Raw transcript JSON persisted to transcript_storage_pathprovides: pytest-asyncio test infrastructure with async fixtures and ASGI clientprovides: TranscriptIngestResponse Pydantic schema
+
+ passed
+
+ Decisions
+ - Used NullPool for test engine to avoid asyncpg connection contention in pytest-asyncio
- Fixed _now() helper to return naive UTC datetimes for asyncpg TIMESTAMP WITHOUT TIME ZONE compatibility
- Used slugify helper inline in ingest.py rather than a shared utils module
- Set file_path to {creator_folder}/{source_file} for new SourceVideo records
Patterns
+
+ - pytest-asyncio integration test pattern: function-scoped NullPool engine + ASGI transport client with dependency overrides
- Multipart JSON file upload pattern for FastAPI endpoints
- Creator auto-detection from folder_name with find-or-create and slugify
+
+ + + S03 + Prompt Variant Generator & Automated A/B Loop + high + S02 + + +1 slack +
+
+
+ provides: 6 Celery tasks: stage2-6 + run_pipeline orchestratorprovides: LLMClient with primary/fallback for downstream useprovides: EmbeddingClient for vector generationprovides: QdrantManager for vector store operationsprovides: POST /api/v1/pipeline/trigger/{video_id} manual re-trigger endpointprovides: 8 Pydantic schemas for pipeline stage I/Oprovides: 4 editable prompt templates in prompts/provides: 10 integration tests with mock fixturesrequires: Ingest endpoint, database models (SourceVideo, TranscriptSegment, KeyMoment, TechniquePage, Creator), async SQLAlchemy engine, test infrastructure
+
+ passed
+
+ Decisions
+ - Sync OpenAI/SQLAlchemy/Qdrant throughout Celery tasks — no async in worker context (D004)
- Embedding/Qdrant stage is non-blocking side-effect — failures don't break pipeline (D005)
- Stage 4 classification stored in Redis (24h TTL) due to missing KeyMoment columns
- Pipeline dispatch from ingest is best-effort; manual trigger returns 503 on Celery failure
- LLMClient retries once with JSON nudge on malformed LLM output before failing
Patterns
+
+ - Celery task pattern: @celery_app.task(bind=True, max_retries=3) with sync SQLAlchemy session per task
- LLM client pattern: primary → fallback → fail, with Pydantic response parsing
- Non-blocking side-effect pattern: max_retries=0, catch-all exception handler, pipeline continues
- Prompt template pattern: plain text files in prompts/ dir, XML-style content fencing, loaded at runtime
- Pipeline test pattern: patch module-level _engine/_SessionLocal globals to redirect stages to test DB
+
+ + S04 + Expand to Pipeline Stages 2-4 + medium + S03 + + +1 slack +
+
+
+ provides: 9 review queue API endpoints mounted at /api/v1/review/*provides: React+Vite+TypeScript frontend with admin UI at /admin/reviewprovides: Typed API client (frontend/src/api/client.ts) for all review endpointsprovides: Reusable StatusBadge and ModeToggle componentsprovides: Redis-backed review mode toggle with config fallbackprovides: 24 integration tests for review endpointsrequires: KeyMoment model with review_status field, pipeline that creates moments in DB
+
+ passed
+
+ Decisions
+ - Redis mode toggle uses per-request get_redis() with aclose() — no connection pool (D007)
- API client uses bare fetch() with shared request() helper — no external HTTP library
- MomentDetail fetches full queue to find moment by ID since no single-moment GET endpoint exists
- Split creates new moment with '(split)' title suffix; merge combines summaries with double-newline separator
- Split dialog validates timestamp client-side before API call
Patterns
+
+ - React + Vite + TypeScript frontend pattern: strict TS config, Vite dev proxy to backend, typed API client with fetch()-based request helper
- Reusable component extraction (StatusBadge, ModeToggle) for consistent styling across admin pages
- Review router pattern: async SQLAlchemy with joined loads for cross-table data (moment + video + creator)
- Redis as runtime config store with config.py fallback for settings that need to be mutable at runtime
+
+ + + M014 + M014: Multi-Source Technique Pages — Nested Sections, Composition, Citations, and Section Search + 7/7 + + +
+
+
+
+
+ + + S01 + Synthesis Prompt v5 — Nested Sections + Citations + high + + critical + +
+
+
+ provides: Docker Compose project definition (5 services) for deploymentprovides: PostgreSQL schema with 7 tables via Alembic migrationprovides: FastAPI app with health check and CRUD endpoints patternprovides: Pydantic schemas for all 7 entities (reusable in S02+)provides: SQLAlchemy async session infrastructureprovides: Sample transcript JSON fixture for S02 ingestion testingprovides: Canonical tags configuration (6 categories, 13 genres)
+
+ passed
+
+ Decisions
+ - [object Object]
- env_file uses required: false so docker compose config validates on fresh clones
- POSTGRES_PASSWORD uses :-changeme default instead of :? to avoid config failures
- PostgreSQL exposed on host port 5433 to avoid conflicts with other projects
- SQLAlchemy relationship import aliased to sa_relationship to avoid column name clash
- Separate PostgreSQL enum type names to avoid collisions (key_moment_content_type vs content_type)
- Health check at /health performs real DB SELECT 1; lightweight /api/v1/health also available
- Whisper import deferred so --help works without openai-whisper installed
- Sample transcript uses realistic music production content for downstream pipeline testing
Patterns
+
+ - Docker Compose service naming: chrysopedia-{role} (chrysopedia-db, chrysopedia-api, etc.)
- Backend router pattern: backend/routers/{domain}.py with prefix-per-router mounted under /api/v1
- SQLAlchemy async pattern: asyncpg engine + async_sessionmaker + get_session dependency
- Pydantic v2 schema pattern: Base/Create/Read variants per entity with model_config from_attributes=True
- Config via pydantic-settings BaseSettings loading from .env with sensible defaults
- Alembic async migration pattern with run_async_migrations() wrapper
- UUID primary keys with gen_random_uuid() server default for all entities
+
+ + + S02 + Composition Prompt + Test Harness Compose Mode + high + S01 + + +1 slack +
+
+
+ provides: POST /api/v1/ingest endpoint accepting Whisper transcript JSONprovides: Creator and SourceVideo records in PostgreSQL with TranscriptSegmentsprovides: Raw transcript JSON persisted to transcript_storage_pathprovides: pytest-asyncio test infrastructure with async fixtures and ASGI clientprovides: TranscriptIngestResponse Pydantic schema
+
+ passed
+
+ Decisions
+ - Used NullPool for test engine to avoid asyncpg connection contention in pytest-asyncio
- Fixed _now() helper to return naive UTC datetimes for asyncpg TIMESTAMP WITHOUT TIME ZONE compatibility
- Used slugify helper inline in ingest.py rather than a shared utils module
- Set file_path to {creator_folder}/{source_file} for new SourceVideo records
Patterns
+
+ - pytest-asyncio integration test pattern: function-scoped NullPool engine + ASGI transport client with dependency overrides
- Multipart JSON file upload pattern for FastAPI endpoints
- Creator auto-detection from folder_name with find-or-create and slugify
+
+ + + S03 + Data Model + Migration + low + + + +1 slack +
+
+
+ provides: 6 Celery tasks: stage2-6 + run_pipeline orchestratorprovides: LLMClient with primary/fallback for downstream useprovides: EmbeddingClient for vector generationprovides: QdrantManager for vector store operationsprovides: POST /api/v1/pipeline/trigger/{video_id} manual re-trigger endpointprovides: 8 Pydantic schemas for pipeline stage I/Oprovides: 4 editable prompt templates in prompts/provides: 10 integration tests with mock fixturesrequires: Ingest endpoint, database models (SourceVideo, TranscriptSegment, KeyMoment, TechniquePage, Creator), async SQLAlchemy engine, test infrastructure
+
+ passed
+
+ Decisions
+ - Sync OpenAI/SQLAlchemy/Qdrant throughout Celery tasks — no async in worker context (D004)
- Embedding/Qdrant stage is non-blocking side-effect — failures don't break pipeline (D005)
- Stage 4 classification stored in Redis (24h TTL) due to missing KeyMoment columns
- Pipeline dispatch from ingest is best-effort; manual trigger returns 503 on Celery failure
- LLMClient retries once with JSON nudge on malformed LLM output before failing
Patterns
+
+ - Celery task pattern: @celery_app.task(bind=True, max_retries=3) with sync SQLAlchemy session per task
- LLM client pattern: primary → fallback → fail, with Pydantic response parsing
- Non-blocking side-effect pattern: max_retries=0, catch-all exception handler, pipeline continues
- Prompt template pattern: plain text files in prompts/ dir, XML-style content fencing, loaded at runtime
- Pipeline test pattern: patch module-level _engine/_SessionLocal globals to redirect stages to test DB
+
+ + + S04 + Pipeline Compose-or-Create Logic + high + S01, S02, S03 + + +1 slack +
+
+
+ provides: 9 review queue API endpoints mounted at /api/v1/review/*provides: React+Vite+TypeScript frontend with admin UI at /admin/reviewprovides: Typed API client (frontend/src/api/client.ts) for all review endpointsprovides: Reusable StatusBadge and ModeToggle componentsprovides: Redis-backed review mode toggle with config fallbackprovides: 24 integration tests for review endpointsrequires: KeyMoment model with review_status field, pipeline that creates moments in DB
+
+ passed
+
+ Decisions
+ - Redis mode toggle uses per-request get_redis() with aclose() — no connection pool (D007)
- API client uses bare fetch() with shared request() helper — no external HTTP library
- MomentDetail fetches full queue to find moment by ID since no single-moment GET endpoint exists
- Split creates new moment with '(split)' title suffix; merge combines summaries with double-newline separator
- Split dialog validates timestamp client-side before API call
Patterns
+
+ - React + Vite + TypeScript frontend pattern: strict TS config, Vite dev proxy to backend, typed API client with fetch()-based request helper
- Reusable component extraction (StatusBadge, ModeToggle) for consistent styling across admin pages
- Review router pattern: async SQLAlchemy with joined loads for cross-table data (moment + video + creator)
- Redis as runtime config store with config.py fallback for settings that need to be mutable at runtime
+
+ + + S05 + Frontend — Nested Rendering, TOC, Citations + medium + S03 + + +1 slack +
+
+
+ provides: GET /api/v1/search — semantic search with keyword fallbackprovides: GET /api/v1/techniques and GET /api/v1/techniques/{slug} — technique page CRUDprovides: GET /api/v1/topics and GET /api/v1/topics/{category_slug} — topic hierarchyprovides: GET /api/v1/creators with sort=random|alpha|views and genre filterprovides: SearchService async class for embedding+Qdrant+keyword searchprovides: Typed public-client.ts with all public endpoint functionsprovides: 6 public page components: Home, SearchResults, TechniquePage, CreatorsBrowse, CreatorDetail, TopicsBrowseprovides: Complete public routing in App.tsxrequires: Qdrant embeddings collection, technique_pages and key_moments in PostgreSQL, canonical_tags.yaml
+
+ passed
+
+ Decisions
+ - [object Object]
- [object Object]
- [object Object]
- [object Object]
- [object Object]
- [object Object]
- 300ms asyncio.wait_for timeout on both embedding and Qdrant calls
- Topics endpoint loads canonical_tags.yaml at request time and counts tag matches from DB
- Mocked SearchService at router dependency level for integration tests
- Duplicated request<T> helper in public-client.ts to avoid coupling public and admin API clients
Patterns
+
+ - Async service class pattern: create separate async client wrappers for FastAPI when sync clients exist for Celery
- Graceful degradation pattern: embedding/Qdrant timeout → keyword ILIKE fallback with fallback_used flag
- Typed public API client: separate from admin client, each with own request<T> helper
- URL param-driven search: query state in URL params for shareable/bookmarkable search results
- Router-level service mocking: patch SearchService at dependency level for clean integration tests
+
+ + + S06 + Admin UI — Multi-Source Pipeline Management + medium + S03, S04 + + +1 slack +
+
+
+ provides: AppFooter component with build metadata renderingprovides: Vite build-time constant injection pattern
+
+ passed
+
+ Decisions
+ - Vite define with JSON.stringify for build-time constant injection
- execSync for local git SHA with VITE_GIT_COMMIT env var fallback for Docker builds
- ARG+ENV pattern in Dockerfile.web matching existing API service pattern
- Read package.json via fs.readFileSync to avoid TS module resolution issues in Vite config
Patterns
+
+ - Vite build-time constants via define + JSON.stringify + TypeScript declare const for type safety
- Docker ARG → ENV passthrough for build-time environment variables consumed by Node/Vite
+
+ + S07 + Search — Per-Section Embeddings + Deep Linking + medium + S04, S05 + + +1 slack +
+
+
+ provides: technique_section search result type with section_anchor and section_heading fieldsprovides: Per-section Qdrant embeddings for v2 technique pagesprovides: Deep link scroll to any hash fragment on technique pagesrequires: v2 technique pages with body_sections JSONB and body_sections_format fieldrequires: Frontend section rendering with slugified heading IDs for anchor targets
+
+ passed
+
+ Decisions
+ - Removed Qdrant type_filter for topics scope so technique_section results appear in semantic search
- Section title field carries page title; section_heading is separate field for frontend display
- Generalized TechniquePage hash scroll to any fragment (not just #km- prefix)
Patterns
+
+ - Per-section embedding pattern: iterate body_sections JSON, build composite embed text with parent context (creator + page title + section heading + content), deterministic UUID from page_id:section_slug
- Stale point cleanup pattern: delete_sections_by_page_id() before upsert to handle heading renames without orphan points
+
+ + + M015 + M015: Social Proof, Freshness Signals & Admin UX + 5/5 + + +
+
+
+
+
+ + + S01 + Search Query Logging + Popular Searches API + medium + + critical + +
+
+
+ provides: Docker Compose project definition (5 services) for deploymentprovides: PostgreSQL schema with 7 tables via Alembic migrationprovides: FastAPI app with health check and CRUD endpoints patternprovides: Pydantic schemas for all 7 entities (reusable in S02+)provides: SQLAlchemy async session infrastructureprovides: Sample transcript JSON fixture for S02 ingestion testingprovides: Canonical tags configuration (6 categories, 13 genres)
+
+ passed
+
+ Decisions
+ - [object Object]
- env_file uses required: false so docker compose config validates on fresh clones
- POSTGRES_PASSWORD uses :-changeme default instead of :? to avoid config failures
- PostgreSQL exposed on host port 5433 to avoid conflicts with other projects
- SQLAlchemy relationship import aliased to sa_relationship to avoid column name clash
- Separate PostgreSQL enum type names to avoid collisions (key_moment_content_type vs content_type)
- Health check at /health performs real DB SELECT 1; lightweight /api/v1/health also available
- Whisper import deferred so --help works without openai-whisper installed
- Sample transcript uses realistic music production content for downstream pipeline testing
Patterns
+
+ - Docker Compose service naming: chrysopedia-{role} (chrysopedia-db, chrysopedia-api, etc.)
- Backend router pattern: backend/routers/{domain}.py with prefix-per-router mounted under /api/v1
- SQLAlchemy async pattern: asyncpg engine + async_sessionmaker + get_session dependency
- Pydantic v2 schema pattern: Base/Create/Read variants per entity with model_config from_attributes=True
- Config via pydantic-settings BaseSettings loading from .env with sensible defaults
- Alembic async migration pattern with run_async_migrations() wrapper
- UUID primary keys with gen_random_uuid() server default for all entities
+
+ + + S02 + Creator Freshness + Homepage Card Dates + low + + + +1 slack +
+
+
+ provides: POST /api/v1/ingest endpoint accepting Whisper transcript JSONprovides: Creator and SourceVideo records in PostgreSQL with TranscriptSegmentsprovides: Raw transcript JSON persisted to transcript_storage_pathprovides: pytest-asyncio test infrastructure with async fixtures and ASGI clientprovides: TranscriptIngestResponse Pydantic schema
+
+ passed
+
+ Decisions
+ - Used NullPool for test engine to avoid asyncpg connection contention in pytest-asyncio
- Fixed _now() helper to return naive UTC datetimes for asyncpg TIMESTAMP WITHOUT TIME ZONE compatibility
- Used slugify helper inline in ingest.py rather than a shared utils module
- Set file_path to {creator_folder}/{source_file} for new SourceVideo records
Patterns
+
+ - pytest-asyncio integration test pattern: function-scoped NullPool engine + ASGI transport client with dependency overrides
- Multipart JSON file upload pattern for FastAPI endpoints
- Creator auto-detection from folder_name with find-or-create and slugify
+
+ + + S03 + Homepage Stats Scorecard + low + + + +1 slack +
+
+
+ provides: 6 Celery tasks: stage2-6 + run_pipeline orchestratorprovides: LLMClient with primary/fallback for downstream useprovides: EmbeddingClient for vector generationprovides: QdrantManager for vector store operationsprovides: POST /api/v1/pipeline/trigger/{video_id} manual re-trigger endpointprovides: 8 Pydantic schemas for pipeline stage I/Oprovides: 4 editable prompt templates in prompts/provides: 10 integration tests with mock fixturesrequires: Ingest endpoint, database models (SourceVideo, TranscriptSegment, KeyMoment, TechniquePage, Creator), async SQLAlchemy engine, test infrastructure
+
+ passed
+
+ Decisions
+ - Sync OpenAI/SQLAlchemy/Qdrant throughout Celery tasks — no async in worker context (D004)
- Embedding/Qdrant stage is non-blocking side-effect — failures don't break pipeline (D005)
- Stage 4 classification stored in Redis (24h TTL) due to missing KeyMoment columns
- Pipeline dispatch from ingest is best-effort; manual trigger returns 503 on Celery failure
- LLMClient retries once with JSON nudge on malformed LLM output before failing
Patterns
+
+ - Celery task pattern: @celery_app.task(bind=True, max_retries=3) with sync SQLAlchemy session per task
- LLM client pattern: primary → fallback → fail, with Pydantic response parsing
- Non-blocking side-effect pattern: max_retries=0, catch-all exception handler, pipeline continues
- Prompt template pattern: plain text files in prompts/ dir, XML-style content fencing, loaded at runtime
- Pipeline test pattern: patch module-level _engine/_SessionLocal globals to redirect stages to test DB
+
+ + + S04 + Trending Searches Homepage Block + low + S01 + + +1 slack +
+
+
+ provides: 9 review queue API endpoints mounted at /api/v1/review/*provides: React+Vite+TypeScript frontend with admin UI at /admin/reviewprovides: Typed API client (frontend/src/api/client.ts) for all review endpointsprovides: Reusable StatusBadge and ModeToggle componentsprovides: Redis-backed review mode toggle with config fallbackprovides: 24 integration tests for review endpointsrequires: KeyMoment model with review_status field, pipeline that creates moments in DB
+
+ passed
+
+ Decisions
+ - Redis mode toggle uses per-request get_redis() with aclose() — no connection pool (D007)
- API client uses bare fetch() with shared request() helper — no external HTTP library
- MomentDetail fetches full queue to find moment by ID since no single-moment GET endpoint exists
- Split creates new moment with '(split)' title suffix; merge combines summaries with double-newline separator
- Split dialog validates timestamp client-side before API call
Patterns
+
+ - React + Vite + TypeScript frontend pattern: strict TS config, Vite dev proxy to backend, typed API client with fetch()-based request helper
- Reusable component extraction (StatusBadge, ModeToggle) for consistent styling across admin pages
- Review router pattern: async SQLAlchemy with joined loads for cross-table data (moment + video + creator)
- Redis as runtime config store with config.py fallback for settings that need to be mutable at runtime
+
+ + S05 + Admin Dropdown Hover on Desktop + low + + + +1 slack +
+
+
+ provides: GET /api/v1/search — semantic search with keyword fallbackprovides: GET /api/v1/techniques and GET /api/v1/techniques/{slug} — technique page CRUDprovides: GET /api/v1/topics and GET /api/v1/topics/{category_slug} — topic hierarchyprovides: GET /api/v1/creators with sort=random|alpha|views and genre filterprovides: SearchService async class for embedding+Qdrant+keyword searchprovides: Typed public-client.ts with all public endpoint functionsprovides: 6 public page components: Home, SearchResults, TechniquePage, CreatorsBrowse, CreatorDetail, TopicsBrowseprovides: Complete public routing in App.tsxrequires: Qdrant embeddings collection, technique_pages and key_moments in PostgreSQL, canonical_tags.yaml
+
+ passed
+
+ Decisions
+ - [object Object]
- [object Object]
- [object Object]
- [object Object]
- [object Object]
- [object Object]
- 300ms asyncio.wait_for timeout on both embedding and Qdrant calls
- Topics endpoint loads canonical_tags.yaml at request time and counts tag matches from DB
- Mocked SearchService at router dependency level for integration tests
- Duplicated request<T> helper in public-client.ts to avoid coupling public and admin API clients
Patterns
+
+ - Async service class pattern: create separate async client wrappers for FastAPI when sync clients exist for Celery
- Graceful degradation pattern: embedding/Qdrant timeout → keyword ILIKE fallback with fallback_used flag
- Typed public API client: separate from admin client, each with own request<T> helper
- URL param-driven search: query state in URL params for shareable/bookmarkable search results
- Router-level service mocking: patch SearchService at dependency level for clean integration tests
+
+ + + M016 + M016: Visual Identity & Reading Experience + 6/6 + + +
+
+
+
+
+ + + S01 + Landing Page Visual Fixes + low + + critical + +
+
+
+ provides: Docker Compose project definition (5 services) for deploymentprovides: PostgreSQL schema with 7 tables via Alembic migrationprovides: FastAPI app with health check and CRUD endpoints patternprovides: Pydantic schemas for all 7 entities (reusable in S02+)provides: SQLAlchemy async session infrastructureprovides: Sample transcript JSON fixture for S02 ingestion testingprovides: Canonical tags configuration (6 categories, 13 genres)
+
+ passed
+
+ Decisions
+ - [object Object]
- env_file uses required: false so docker compose config validates on fresh clones
- POSTGRES_PASSWORD uses :-changeme default instead of :? to avoid config failures
- PostgreSQL exposed on host port 5433 to avoid conflicts with other projects
- SQLAlchemy relationship import aliased to sa_relationship to avoid column name clash
- Separate PostgreSQL enum type names to avoid collisions (key_moment_content_type vs content_type)
- Health check at /health performs real DB SELECT 1; lightweight /api/v1/health also available
- Whisper import deferred so --help works without openai-whisper installed
- Sample transcript uses realistic music production content for downstream pipeline testing
Patterns
+
+ - Docker Compose service naming: chrysopedia-{role} (chrysopedia-db, chrysopedia-api, etc.)
- Backend router pattern: backend/routers/{domain}.py with prefix-per-router mounted under /api/v1
- SQLAlchemy async pattern: asyncpg engine + async_sessionmaker + get_session dependency
- Pydantic v2 schema pattern: Base/Create/Read variants per entity with model_config from_attributes=True
- Config via pydantic-settings BaseSettings loading from .env with sensible defaults
- Alembic async migration pattern with run_async_migrations() wrapper
- UUID primary keys with gen_random_uuid() server default for all entities
+
+ + + S02 + Pipeline Admin UI Fixes + low + + + +1 slack +
+
+
+ provides: POST /api/v1/ingest endpoint accepting Whisper transcript JSONprovides: Creator and SourceVideo records in PostgreSQL with TranscriptSegmentsprovides: Raw transcript JSON persisted to transcript_storage_pathprovides: pytest-asyncio test infrastructure with async fixtures and ASGI clientprovides: TranscriptIngestResponse Pydantic schema
+
+ passed
+
+ Decisions
+ - Used NullPool for test engine to avoid asyncpg connection contention in pytest-asyncio
- Fixed _now() helper to return naive UTC datetimes for asyncpg TIMESTAMP WITHOUT TIME ZONE compatibility
- Used slugify helper inline in ingest.py rather than a shared utils module
- Set file_path to {creator_folder}/{source_file} for new SourceVideo records
Patterns
+
+ - pytest-asyncio integration test pattern: function-scoped NullPool engine + ASGI transport client with dependency overrides
- Multipart JSON file upload pattern for FastAPI endpoints
- Creator auto-detection from folder_name with find-or-create and slugify
+
+ + + S03 + Brand Minimum (Favicon, OG Tags, Logo) + low + + + +1 slack +
+
+
+ provides: 6 Celery tasks: stage2-6 + run_pipeline orchestratorprovides: LLMClient with primary/fallback for downstream useprovides: EmbeddingClient for vector generationprovides: QdrantManager for vector store operationsprovides: POST /api/v1/pipeline/trigger/{video_id} manual re-trigger endpointprovides: 8 Pydantic schemas for pipeline stage I/Oprovides: 4 editable prompt templates in prompts/provides: 10 integration tests with mock fixturesrequires: Ingest endpoint, database models (SourceVideo, TranscriptSegment, KeyMoment, TechniquePage, Creator), async SQLAlchemy engine, test infrastructure
+
+ passed
+
+ Decisions
+ - Sync OpenAI/SQLAlchemy/Qdrant throughout Celery tasks — no async in worker context (D004)
- Embedding/Qdrant stage is non-blocking side-effect — failures don't break pipeline (D005)
- Stage 4 classification stored in Redis (24h TTL) due to missing KeyMoment columns
- Pipeline dispatch from ingest is best-effort; manual trigger returns 503 on Celery failure
- LLMClient retries once with JSON nudge on malformed LLM output before failing
Patterns
+
+ - Celery task pattern: @celery_app.task(bind=True, max_retries=3) with sync SQLAlchemy session per task
- LLM client pattern: primary → fallback → fail, with Pydantic response parsing
- Non-blocking side-effect pattern: max_retries=0, catch-all exception handler, pipeline continues
- Prompt template pattern: plain text files in prompts/ dir, XML-style content fencing, loaded at runtime
- Pipeline test pattern: patch module-level _engine/_SessionLocal globals to redirect stages to test DB
+
+ + + S04 + ToC Modernization + medium + + + +1 slack +
+
+
+ provides: 9 review queue API endpoints mounted at /api/v1/review/*provides: React+Vite+TypeScript frontend with admin UI at /admin/reviewprovides: Typed API client (frontend/src/api/client.ts) for all review endpointsprovides: Reusable StatusBadge and ModeToggle componentsprovides: Redis-backed review mode toggle with config fallbackprovides: 24 integration tests for review endpointsrequires: KeyMoment model with review_status field, pipeline that creates moments in DB
+
+ passed
+
+ Decisions
+ - Redis mode toggle uses per-request get_redis() with aclose() — no connection pool (D007)
- API client uses bare fetch() with shared request() helper — no external HTTP library
- MomentDetail fetches full queue to find moment by ID since no single-moment GET endpoint exists
- Split creates new moment with '(split)' title suffix; merge combines summaries with double-newline separator
- Split dialog validates timestamp client-side before API call
Patterns
+
+ - React + Vite + TypeScript frontend pattern: strict TS config, Vite dev proxy to backend, typed API client with fetch()-based request helper
- Reusable component extraction (StatusBadge, ModeToggle) for consistent styling across admin pages
- Review router pattern: async SQLAlchemy with joined loads for cross-table data (moment + video + creator)
- Redis as runtime config store with config.py fallback for settings that need to be mutable at runtime
+
+ + + S05 + Sticky Reading Header + medium + S04 + + +1 slack +
+
+
+ provides: GET /api/v1/search — semantic search with keyword fallbackprovides: GET /api/v1/techniques and GET /api/v1/techniques/{slug} — technique page CRUDprovides: GET /api/v1/topics and GET /api/v1/topics/{category_slug} — topic hierarchyprovides: GET /api/v1/creators with sort=random|alpha|views and genre filterprovides: SearchService async class for embedding+Qdrant+keyword searchprovides: Typed public-client.ts with all public endpoint functionsprovides: 6 public page components: Home, SearchResults, TechniquePage, CreatorsBrowse, CreatorDetail, TopicsBrowseprovides: Complete public routing in App.tsxrequires: Qdrant embeddings collection, technique_pages and key_moments in PostgreSQL, canonical_tags.yaml
+
+ passed
+
+ Decisions
+ - [object Object]
- [object Object]
- [object Object]
- [object Object]
- [object Object]
- [object Object]
- 300ms asyncio.wait_for timeout on both embedding and Qdrant calls
- Topics endpoint loads canonical_tags.yaml at request time and counts tag matches from DB
- Mocked SearchService at router dependency level for integration tests
- Duplicated request<T> helper in public-client.ts to avoid coupling public and admin API clients
Patterns
+
+ - Async service class pattern: create separate async client wrappers for FastAPI when sync clients exist for Celery
- Graceful degradation pattern: embedding/Qdrant timeout → keyword ILIKE fallback with fallback_used flag
- Typed public API client: separate from admin client, each with own request<T> helper
- URL param-driven search: query state in URL params for shareable/bookmarkable search results
- Router-level service mocking: patch SearchService at dependency level for clean integration tests
+
+ + S06 + Landing Page Personality Pass + low + S01, S03 + + +1 slack +
+
+
+ provides: AppFooter component with build metadata renderingprovides: Vite build-time constant injection pattern
+
+ passed
+
+ Decisions
+ - Vite define with JSON.stringify for build-time constant injection
- execSync for local git SHA with VITE_GIT_COMMIT env var fallback for Docker builds
- ARG+ENV pattern in Dockerfile.web matching existing API service pattern
- Read package.json via fs.readFileSync to avoid TS module resolution issues in Vite config
Patterns
+
+ - Vite build-time constants via define + JSON.stringify + TypeScript declare const for type safety
- Docker ARG → ENV passthrough for build-time environment variables consumed by Node/Vite
+
+ + + M017 + M017: Creator Profile Page — Hero, Stats, Featured Technique & Admin Editing + 4/4 + + +
+
+
+
+
+ + + S01 + Frontend Schema Sync + Hero Section + low + + critical + +
+
+
+ provides: Docker Compose project definition (5 services) for deploymentprovides: PostgreSQL schema with 7 tables via Alembic migrationprovides: FastAPI app with health check and CRUD endpoints patternprovides: Pydantic schemas for all 7 entities (reusable in S02+)provides: SQLAlchemy async session infrastructureprovides: Sample transcript JSON fixture for S02 ingestion testingprovides: Canonical tags configuration (6 categories, 13 genres)
+
+ passed
+
+ Decisions
+ - [object Object]
- env_file uses required: false so docker compose config validates on fresh clones
- POSTGRES_PASSWORD uses :-changeme default instead of :? to avoid config failures
- PostgreSQL exposed on host port 5433 to avoid conflicts with other projects
- SQLAlchemy relationship import aliased to sa_relationship to avoid column name clash
- Separate PostgreSQL enum type names to avoid collisions (key_moment_content_type vs content_type)
- Health check at /health performs real DB SELECT 1; lightweight /api/v1/health also available
- Whisper import deferred so --help works without openai-whisper installed
- Sample transcript uses realistic music production content for downstream pipeline testing
Patterns
+
+ - Docker Compose service naming: chrysopedia-{role} (chrysopedia-db, chrysopedia-api, etc.)
- Backend router pattern: backend/routers/{domain}.py with prefix-per-router mounted under /api/v1
- SQLAlchemy async pattern: asyncpg engine + async_sessionmaker + get_session dependency
- Pydantic v2 schema pattern: Base/Create/Read variants per entity with model_config from_attributes=True
- Config via pydantic-settings BaseSettings loading from .env with sensible defaults
- Alembic async migration pattern with run_async_migrations() wrapper
- UUID primary keys with gen_random_uuid() server default for all entities
+
+ + + S02 + Social Links + Stats Section + low + S01 + + +1 slack +
+
+
+ provides: POST /api/v1/ingest endpoint accepting Whisper transcript JSONprovides: Creator and SourceVideo records in PostgreSQL with TranscriptSegmentsprovides: Raw transcript JSON persisted to transcript_storage_pathprovides: pytest-asyncio test infrastructure with async fixtures and ASGI clientprovides: TranscriptIngestResponse Pydantic schema
+
+ passed
+
+ Decisions
+ - Used NullPool for test engine to avoid asyncpg connection contention in pytest-asyncio
- Fixed _now() helper to return naive UTC datetimes for asyncpg TIMESTAMP WITHOUT TIME ZONE compatibility
- Used slugify helper inline in ingest.py rather than a shared utils module
- Set file_path to {creator_folder}/{source_file} for new SourceVideo records
Patterns
+
+ - pytest-asyncio integration test pattern: function-scoped NullPool engine + ASGI transport client with dependency overrides
- Multipart JSON file upload pattern for FastAPI endpoints
- Creator auto-detection from folder_name with find-or-create and slugify
+
+ + + S03 + Featured Technique + Technique Grid Restyle + low + S01 + + +1 slack +
+
+
+ provides: 6 Celery tasks: stage2-6 + run_pipeline orchestratorprovides: LLMClient with primary/fallback for downstream useprovides: EmbeddingClient for vector generationprovides: QdrantManager for vector store operationsprovides: POST /api/v1/pipeline/trigger/{video_id} manual re-trigger endpointprovides: 8 Pydantic schemas for pipeline stage I/Oprovides: 4 editable prompt templates in prompts/provides: 10 integration tests with mock fixturesrequires: Ingest endpoint, database models (SourceVideo, TranscriptSegment, KeyMoment, TechniquePage, Creator), async SQLAlchemy engine, test infrastructure
+
+ passed
+
+ Decisions
+ - Sync OpenAI/SQLAlchemy/Qdrant throughout Celery tasks — no async in worker context (D004)
- Embedding/Qdrant stage is non-blocking side-effect — failures don't break pipeline (D005)
- Stage 4 classification stored in Redis (24h TTL) due to missing KeyMoment columns
- Pipeline dispatch from ingest is best-effort; manual trigger returns 503 on Celery failure
- LLMClient retries once with JSON nudge on malformed LLM output before failing
Patterns
+
+ - Celery task pattern: @celery_app.task(bind=True, max_retries=3) with sync SQLAlchemy session per task
- LLM client pattern: primary → fallback → fail, with Pydantic response parsing
- Non-blocking side-effect pattern: max_retries=0, catch-all exception handler, pipeline continues
- Prompt template pattern: plain text files in prompts/ dir, XML-style content fencing, loaded at runtime
- Pipeline test pattern: patch module-level _engine/_SessionLocal globals to redirect stages to test DB
+
+ + S04 + Admin Profile Editing + Mobile Polish + low + S01, S02 + + +1 slack +
+
+
+ provides: 9 review queue API endpoints mounted at /api/v1/review/*provides: React+Vite+TypeScript frontend with admin UI at /admin/reviewprovides: Typed API client (frontend/src/api/client.ts) for all review endpointsprovides: Reusable StatusBadge and ModeToggle componentsprovides: Redis-backed review mode toggle with config fallbackprovides: 24 integration tests for review endpointsrequires: KeyMoment model with review_status field, pipeline that creates moments in DB
+
+ passed
+
+ Decisions
+ - Redis mode toggle uses per-request get_redis() with aclose() — no connection pool (D007)
- API client uses bare fetch() with shared request() helper — no external HTTP library
- MomentDetail fetches full queue to find moment by ID since no single-moment GET endpoint exists
- Split creates new moment with '(split)' title suffix; merge combines summaries with double-newline separator
- Split dialog validates timestamp client-side before API call
Patterns
+
+ - React + Vite + TypeScript frontend pattern: strict TS config, Vite dev proxy to backend, typed API client with fetch()-based request helper
- Reusable component extraction (StatusBadge, ModeToggle) for consistent styling across admin pages
- Review router pattern: async SQLAlchemy with joined loads for cross-table data (moment + video + creator)
- Redis as runtime config store with config.py fallback for settings that need to be mutable at runtime
+
+ + + M018 + M018: Phase 2 Research & Documentation — Site Audit and Forgejo Wiki Bootstrap + 2/2 + + +
+
+
+
+
+ + + S01 + Browser Agent Site Audit + medium + + critical + +
+
+
+ provides: Docker Compose project definition (5 services) for deploymentprovides: PostgreSQL schema with 7 tables via Alembic migrationprovides: FastAPI app with health check and CRUD endpoints patternprovides: Pydantic schemas for all 7 entities (reusable in S02+)provides: SQLAlchemy async session infrastructureprovides: Sample transcript JSON fixture for S02 ingestion testingprovides: Canonical tags configuration (6 categories, 13 genres)
+
+ passed
+
+ Decisions
+ - [object Object]
- env_file uses required: false so docker compose config validates on fresh clones
- POSTGRES_PASSWORD uses :-changeme default instead of :? to avoid config failures
- PostgreSQL exposed on host port 5433 to avoid conflicts with other projects
- SQLAlchemy relationship import aliased to sa_relationship to avoid column name clash
- Separate PostgreSQL enum type names to avoid collisions (key_moment_content_type vs content_type)
- Health check at /health performs real DB SELECT 1; lightweight /api/v1/health also available
- Whisper import deferred so --help works without openai-whisper installed
- Sample transcript uses realistic music production content for downstream pipeline testing
Patterns
+
+ - Docker Compose service naming: chrysopedia-{role} (chrysopedia-db, chrysopedia-api, etc.)
- Backend router pattern: backend/routers/{domain}.py with prefix-per-router mounted under /api/v1
- SQLAlchemy async pattern: asyncpg engine + async_sessionmaker + get_session dependency
- Pydantic v2 schema pattern: Base/Create/Read variants per entity with model_config from_attributes=True
- Config via pydantic-settings BaseSettings loading from .env with sensible defaults
- Alembic async migration pattern with run_async_migrations() wrapper
- UUID primary keys with gen_random_uuid() server default for all entities
+
+ + S02 + Forgejo Knowledgebase Bootstrap + low + + + +1 slack +
+
+
+ provides: POST /api/v1/ingest endpoint accepting Whisper transcript JSONprovides: Creator and SourceVideo records in PostgreSQL with TranscriptSegmentsprovides: Raw transcript JSON persisted to transcript_storage_pathprovides: pytest-asyncio test infrastructure with async fixtures and ASGI clientprovides: TranscriptIngestResponse Pydantic schema
+
+ passed
+
+ Decisions
+ - Used NullPool for test engine to avoid asyncpg connection contention in pytest-asyncio
- Fixed _now() helper to return naive UTC datetimes for asyncpg TIMESTAMP WITHOUT TIME ZONE compatibility
- Used slugify helper inline in ingest.py rather than a shared utils module
- Set file_path to {creator_folder}/{source_file} for new SourceVideo records
Patterns
+
+ - pytest-asyncio integration test pattern: function-scoped NullPool engine + ASGI transport client with dependency overrides
- Multipart JSON file upload pattern for FastAPI endpoints
- Creator auto-detection from folder_name with find-or-create and slugify
+
+ + + M019 + Foundations — Auth, Consent & LightRAG + 6/6 + + +
+
+
+
+
+ + + S01 + [B] LightRAG Deployment + Docker Integration + high + + critical + +
+
+
+ provides: Docker Compose project definition (5 services) for deploymentprovides: PostgreSQL schema with 7 tables via Alembic migrationprovides: FastAPI app with health check and CRUD endpoints patternprovides: Pydantic schemas for all 7 entities (reusable in S02+)provides: SQLAlchemy async session infrastructureprovides: Sample transcript JSON fixture for S02 ingestion testingprovides: Canonical tags configuration (6 categories, 13 genres)
+
+ passed
+
+ Decisions
+ - [object Object]
- env_file uses required: false so docker compose config validates on fresh clones
- POSTGRES_PASSWORD uses :-changeme default instead of :? to avoid config failures
- PostgreSQL exposed on host port 5433 to avoid conflicts with other projects
- SQLAlchemy relationship import aliased to sa_relationship to avoid column name clash
- Separate PostgreSQL enum type names to avoid collisions (key_moment_content_type vs content_type)
- Health check at /health performs real DB SELECT 1; lightweight /api/v1/health also available
- Whisper import deferred so --help works without openai-whisper installed
- Sample transcript uses realistic music production content for downstream pipeline testing
Patterns
+
+ - Docker Compose service naming: chrysopedia-{role} (chrysopedia-db, chrysopedia-api, etc.)
- Backend router pattern: backend/routers/{domain}.py with prefix-per-router mounted under /api/v1
- SQLAlchemy async pattern: asyncpg engine + async_sessionmaker + get_session dependency
- Pydantic v2 schema pattern: Base/Create/Read variants per entity with model_config from_attributes=True
- Config via pydantic-settings BaseSettings loading from .env with sensible defaults
- Alembic async migration pattern with run_async_migrations() wrapper
- UUID primary keys with gen_random_uuid() server default for all entities
+
+ + + S02 + [A] Creator Authentication + Dashboard Shell + high + + + +1 slack +
+
+
+ provides: POST /api/v1/ingest endpoint accepting Whisper transcript JSONprovides: Creator and SourceVideo records in PostgreSQL with TranscriptSegmentsprovides: Raw transcript JSON persisted to transcript_storage_pathprovides: pytest-asyncio test infrastructure with async fixtures and ASGI clientprovides: TranscriptIngestResponse Pydantic schema
+
+ passed
+
+ Decisions
+ - Used NullPool for test engine to avoid asyncpg connection contention in pytest-asyncio
- Fixed _now() helper to return naive UTC datetimes for asyncpg TIMESTAMP WITHOUT TIME ZONE compatibility
- Used slugify helper inline in ingest.py rather than a shared utils module
- Set file_path to {creator_folder}/{source_file} for new SourceVideo records
Patterns
+
+ - pytest-asyncio integration test pattern: function-scoped NullPool engine + ASGI transport client with dependency overrides
- Multipart JSON file upload pattern for FastAPI endpoints
- Creator auto-detection from folder_name with find-or-create and slugify
+
+ + + S03 + [A] Consent Data Model + API Endpoints + medium + + + +1 slack +
+
+
+ provides: 6 Celery tasks: stage2-6 + run_pipeline orchestratorprovides: LLMClient with primary/fallback for downstream useprovides: EmbeddingClient for vector generationprovides: QdrantManager for vector store operationsprovides: POST /api/v1/pipeline/trigger/{video_id} manual re-trigger endpointprovides: 8 Pydantic schemas for pipeline stage I/Oprovides: 4 editable prompt templates in prompts/provides: 10 integration tests with mock fixturesrequires: Ingest endpoint, database models (SourceVideo, TranscriptSegment, KeyMoment, TechniquePage, Creator), async SQLAlchemy engine, test infrastructure
+
+ passed
+
+ Decisions
+ - Sync OpenAI/SQLAlchemy/Qdrant throughout Celery tasks — no async in worker context (D004)
- Embedding/Qdrant stage is non-blocking side-effect — failures don't break pipeline (D005)
- Stage 4 classification stored in Redis (24h TTL) due to missing KeyMoment columns
- Pipeline dispatch from ingest is best-effort; manual trigger returns 503 on Celery failure
- LLMClient retries once with JSON nudge on malformed LLM output before failing
Patterns
+
+ - Celery task pattern: @celery_app.task(bind=True, max_retries=3) with sync SQLAlchemy session per task
- LLM client pattern: primary → fallback → fail, with Pydantic response parsing
- Non-blocking side-effect pattern: max_retries=0, catch-all exception handler, pipeline continues
- Prompt template pattern: plain text files in prompts/ dir, XML-style content fencing, loaded at runtime
- Pipeline test pattern: patch module-level _engine/_SessionLocal globals to redirect stages to test DB
+
+ + + S04 + [B] Reindex Existing Corpus Through LightRAG + medium + S01 + + +1 slack +
+
+
+ provides: 9 review queue API endpoints mounted at /api/v1/review/*provides: React+Vite+TypeScript frontend with admin UI at /admin/reviewprovides: Typed API client (frontend/src/api/client.ts) for all review endpointsprovides: Reusable StatusBadge and ModeToggle componentsprovides: Redis-backed review mode toggle with config fallbackprovides: 24 integration tests for review endpointsrequires: KeyMoment model with review_status field, pipeline that creates moments in DB
+
+ passed
+
+ Decisions
+ - Redis mode toggle uses per-request get_redis() with aclose() — no connection pool (D007)
- API client uses bare fetch() with shared request() helper — no external HTTP library
- MomentDetail fetches full queue to find moment by ID since no single-moment GET endpoint exists
- Split creates new moment with '(split)' title suffix; merge combines summaries with double-newline separator
- Split dialog validates timestamp client-side before API call
Patterns
+
+ - React + Vite + TypeScript frontend pattern: strict TS config, Vite dev proxy to backend, typed API client with fetch()-based request helper
- Reusable component extraction (StatusBadge, ModeToggle) for consistent styling across admin pages
- Review router pattern: async SQLAlchemy with joined loads for cross-table data (moment + video + creator)
- Redis as runtime config store with config.py fallback for settings that need to be mutable at runtime
+
+ + + S05 + [A] Sprint 0 Refactoring Tasks + low + S02 + + +1 slack +
+
+
+ provides: GET /api/v1/search — semantic search with keyword fallbackprovides: GET /api/v1/techniques and GET /api/v1/techniques/{slug} — technique page CRUDprovides: GET /api/v1/topics and GET /api/v1/topics/{category_slug} — topic hierarchyprovides: GET /api/v1/creators with sort=random|alpha|views and genre filterprovides: SearchService async class for embedding+Qdrant+keyword searchprovides: Typed public-client.ts with all public endpoint functionsprovides: 6 public page components: Home, SearchResults, TechniquePage, CreatorsBrowse, CreatorDetail, TopicsBrowseprovides: Complete public routing in App.tsxrequires: Qdrant embeddings collection, technique_pages and key_moments in PostgreSQL, canonical_tags.yaml
+
+ passed
+
+ Decisions
+ - [object Object]
- [object Object]
- [object Object]
- [object Object]
- [object Object]
- [object Object]
- 300ms asyncio.wait_for timeout on both embedding and Qdrant calls
- Topics endpoint loads canonical_tags.yaml at request time and counts tag matches from DB
- Mocked SearchService at router dependency level for integration tests
- Duplicated request<T> helper in public-client.ts to avoid coupling public and admin API clients
Patterns
+
+ - Async service class pattern: create separate async client wrappers for FastAPI when sync clients exist for Celery
- Graceful degradation pattern: embedding/Qdrant timeout → keyword ILIKE fallback with fallback_used flag
- Typed public API client: separate from admin client, each with own request<T> helper
- URL param-driven search: query state in URL params for shareable/bookmarkable search results
- Router-level service mocking: patch SearchService at dependency level for clean integration tests
+
+ + S06 + Forgejo KB Update — Auth, Consent, LightRAG + low + S01, S02, S03, S04 + + +1 slack +
+
+
+ provides: AppFooter component with build metadata renderingprovides: Vite build-time constant injection pattern
+
+ passed
+
+ Decisions
+ - Vite define with JSON.stringify for build-time constant injection
- execSync for local git SHA with VITE_GIT_COMMIT env var fallback for Docker builds
- ARG+ENV pattern in Dockerfile.web matching existing API service pattern
- Read package.json via fs.readFileSync to avoid TS module resolution issues in Vite config
Patterns
+
+ - Vite build-time constants via define + JSON.stringify + TypeScript declare const for type safety
- Docker ARG → ENV passthrough for build-time environment variables consumed by Node/Vite
+
+ + + M020 + Core Experiences — Player, Impersonation & Knowledge Routing + 7/7 + + +
+
+
+
+
+ + + S01 + [A] Web Media Player MVP + high + + critical + +
+
+
+ provides: Docker Compose project definition (5 services) for deploymentprovides: PostgreSQL schema with 7 tables via Alembic migrationprovides: FastAPI app with health check and CRUD endpoints patternprovides: Pydantic schemas for all 7 entities (reusable in S02+)provides: SQLAlchemy async session infrastructureprovides: Sample transcript JSON fixture for S02 ingestion testingprovides: Canonical tags configuration (6 categories, 13 genres)
+
+ passed
+
+ Decisions
+ - [object Object]
- env_file uses required: false so docker compose config validates on fresh clones
- POSTGRES_PASSWORD uses :-changeme default instead of :? to avoid config failures
- PostgreSQL exposed on host port 5433 to avoid conflicts with other projects
- SQLAlchemy relationship import aliased to sa_relationship to avoid column name clash
- Separate PostgreSQL enum type names to avoid collisions (key_moment_content_type vs content_type)
- Health check at /health performs real DB SELECT 1; lightweight /api/v1/health also available
- Whisper import deferred so --help works without openai-whisper installed
- Sample transcript uses realistic music production content for downstream pipeline testing
Patterns
+
+ - Docker Compose service naming: chrysopedia-{role} (chrysopedia-db, chrysopedia-api, etc.)
- Backend router pattern: backend/routers/{domain}.py with prefix-per-router mounted under /api/v1
- SQLAlchemy async pattern: asyncpg engine + async_sessionmaker + get_session dependency
- Pydantic v2 schema pattern: Base/Create/Read variants per entity with model_config from_attributes=True
- Config via pydantic-settings BaseSettings loading from .env with sensible defaults
- Alembic async migration pattern with run_async_migrations() wrapper
- UUID primary keys with gen_random_uuid() server default for all entities
+
+ + + S02 + [A] Creator Dashboard with Real Analytics + medium + + + +1 slack +
+
+
+ provides: POST /api/v1/ingest endpoint accepting Whisper transcript JSONprovides: Creator and SourceVideo records in PostgreSQL with TranscriptSegmentsprovides: Raw transcript JSON persisted to transcript_storage_pathprovides: pytest-asyncio test infrastructure with async fixtures and ASGI clientprovides: TranscriptIngestResponse Pydantic schema
+
+ passed
+
+ Decisions
+ - Used NullPool for test engine to avoid asyncpg connection contention in pytest-asyncio
- Fixed _now() helper to return naive UTC datetimes for asyncpg TIMESTAMP WITHOUT TIME ZONE compatibility
- Used slugify helper inline in ingest.py rather than a shared utils module
- Set file_path to {creator_folder}/{source_file} for new SourceVideo records
Patterns
+
+ - pytest-asyncio integration test pattern: function-scoped NullPool engine + ASGI transport client with dependency overrides
- Multipart JSON file upload pattern for FastAPI endpoints
- Creator auto-detection from folder_name with find-or-create and slugify
+
+ + + S03 + [A] Consent Dashboard UI + low + + + +1 slack +
+
+
+ provides: 6 Celery tasks: stage2-6 + run_pipeline orchestratorprovides: LLMClient with primary/fallback for downstream useprovides: EmbeddingClient for vector generationprovides: QdrantManager for vector store operationsprovides: POST /api/v1/pipeline/trigger/{video_id} manual re-trigger endpointprovides: 8 Pydantic schemas for pipeline stage I/Oprovides: 4 editable prompt templates in prompts/provides: 10 integration tests with mock fixturesrequires: Ingest endpoint, database models (SourceVideo, TranscriptSegment, KeyMoment, TechniquePage, Creator), async SQLAlchemy engine, test infrastructure
+
+ passed
+
+ Decisions
+ - Sync OpenAI/SQLAlchemy/Qdrant throughout Celery tasks — no async in worker context (D004)
- Embedding/Qdrant stage is non-blocking side-effect — failures don't break pipeline (D005)
- Stage 4 classification stored in Redis (24h TTL) due to missing KeyMoment columns
- Pipeline dispatch from ingest is best-effort; manual trigger returns 503 on Celery failure
- LLMClient retries once with JSON nudge on malformed LLM output before failing
Patterns
+
+ - Celery task pattern: @celery_app.task(bind=True, max_retries=3) with sync SQLAlchemy session per task
- LLM client pattern: primary → fallback → fail, with Pydantic response parsing
- Non-blocking side-effect pattern: max_retries=0, catch-all exception handler, pipeline continues
- Prompt template pattern: plain text files in prompts/ dir, XML-style content fencing, loaded at runtime
- Pipeline test pattern: patch module-level _engine/_SessionLocal globals to redirect stages to test DB
+
+ + + S04 + [A] Admin Impersonation + high + + + +1 slack +
+
+
+ provides: 9 review queue API endpoints mounted at /api/v1/review/*provides: React+Vite+TypeScript frontend with admin UI at /admin/reviewprovides: Typed API client (frontend/src/api/client.ts) for all review endpointsprovides: Reusable StatusBadge and ModeToggle componentsprovides: Redis-backed review mode toggle with config fallbackprovides: 24 integration tests for review endpointsrequires: KeyMoment model with review_status field, pipeline that creates moments in DB
+
+ passed
+
+ Decisions
+ - Redis mode toggle uses per-request get_redis() with aclose() — no connection pool (D007)
- API client uses bare fetch() with shared request() helper — no external HTTP library
- MomentDetail fetches full queue to find moment by ID since no single-moment GET endpoint exists
- Split creates new moment with '(split)' title suffix; merge combines summaries with double-newline separator
- Split dialog validates timestamp client-side before API call
Patterns
+
+ - React + Vite + TypeScript frontend pattern: strict TS config, Vite dev proxy to backend, typed API client with fetch()-based request helper
- Reusable component extraction (StatusBadge, ModeToggle) for consistent styling across admin pages
- Review router pattern: async SQLAlchemy with joined loads for cross-table data (moment + video + creator)
- Redis as runtime config store with config.py fallback for settings that need to be mutable at runtime
+
+ + + S05 + [B] LightRAG Validation & A/B Testing + medium + + + +1 slack +
+
+
+ provides: GET /api/v1/search — semantic search with keyword fallbackprovides: GET /api/v1/techniques and GET /api/v1/techniques/{slug} — technique page CRUDprovides: GET /api/v1/topics and GET /api/v1/topics/{category_slug} — topic hierarchyprovides: GET /api/v1/creators with sort=random|alpha|views and genre filterprovides: SearchService async class for embedding+Qdrant+keyword searchprovides: Typed public-client.ts with all public endpoint functionsprovides: 6 public page components: Home, SearchResults, TechniquePage, CreatorsBrowse, CreatorDetail, TopicsBrowseprovides: Complete public routing in App.tsxrequires: Qdrant embeddings collection, technique_pages and key_moments in PostgreSQL, canonical_tags.yaml
+
+ passed
+
+ Decisions
+ - [object Object]
- [object Object]
- [object Object]
- [object Object]
- [object Object]
- [object Object]
- 300ms asyncio.wait_for timeout on both embedding and Qdrant calls
- Topics endpoint loads canonical_tags.yaml at request time and counts tag matches from DB
- Mocked SearchService at router dependency level for integration tests
- Duplicated request<T> helper in public-client.ts to avoid coupling public and admin API clients
Patterns
+
+ - Async service class pattern: create separate async client wrappers for FastAPI when sync clients exist for Celery
- Graceful degradation pattern: embedding/Qdrant timeout → keyword ILIKE fallback with fallback_used flag
- Typed public API client: separate from admin client, each with own request<T> helper
- URL param-driven search: query state in URL params for shareable/bookmarkable search results
- Router-level service mocking: patch SearchService at dependency level for clean integration tests
+
+ + + S06 + [B] Creator Tagging Pipeline + medium + + + +1 slack +
+
+
+ provides: AppFooter component with build metadata renderingprovides: Vite build-time constant injection pattern
+
+ passed
+
+ Decisions
+ - Vite define with JSON.stringify for build-time constant injection
- execSync for local git SHA with VITE_GIT_COMMIT env var fallback for Docker builds
- ARG+ENV pattern in Dockerfile.web matching existing API service pattern
- Read package.json via fs.readFileSync to avoid TS module resolution issues in Vite config
Patterns
+
+ - Vite build-time constants via define + JSON.stringify + TypeScript declare const for type safety
- Docker ARG → ENV passthrough for build-time environment variables consumed by Node/Vite
+
+ + S07 + Forgejo KB Update — Player, Impersonation, LightRAG Validation + low + S01, S02, S03, S04, S05, S06 + + +1 slack +
+
+
+ provides: technique_section search result type with section_anchor and section_heading fieldsprovides: Per-section Qdrant embeddings for v2 technique pagesprovides: Deep link scroll to any hash fragment on technique pagesrequires: v2 technique pages with body_sections JSONB and body_sections_format fieldrequires: Frontend section rendering with slugified heading IDs for anchor targets
+
+ passed
+
+ Decisions
+ - Removed Qdrant type_filter for topics scope so technique_section results appear in semantic search
- Section title field carries page title; section_heading is separate field for frontend display
- Generalized TechniquePage hash scroll to any fragment (not just #km- prefix)
Patterns
+
+ - Per-section embedding pattern: iterate body_sections JSON, build composite embed text with parent context (creator + page title + section heading + content), deterministic UUID from page_id:section_slug
- Stale point cleanup pattern: delete_sections_by_page_id() before upsert to handle heading renames without orphan points
+
+ + + M021 + Intelligence Online — Chat, Chapters & Search Cutover + 8/8 + + +
+
+
+
+
+ + + S01 + [B] LightRAG Search Cutover + high + + critical + +
+
+
+ provides: Docker Compose project definition (5 services) for deploymentprovides: PostgreSQL schema with 7 tables via Alembic migrationprovides: FastAPI app with health check and CRUD endpoints patternprovides: Pydantic schemas for all 7 entities (reusable in S02+)provides: SQLAlchemy async session infrastructureprovides: Sample transcript JSON fixture for S02 ingestion testingprovides: Canonical tags configuration (6 categories, 13 genres)
+
+ passed
+
+ Decisions
+ - [object Object]
- env_file uses required: false so docker compose config validates on fresh clones
- POSTGRES_PASSWORD uses :-changeme default instead of :? to avoid config failures
- PostgreSQL exposed on host port 5433 to avoid conflicts with other projects
- SQLAlchemy relationship import aliased to sa_relationship to avoid column name clash
- Separate PostgreSQL enum type names to avoid collisions (key_moment_content_type vs content_type)
- Health check at /health performs real DB SELECT 1; lightweight /api/v1/health also available
- Whisper import deferred so --help works without openai-whisper installed
- Sample transcript uses realistic music production content for downstream pipeline testing
Patterns
+
+ - Docker Compose service naming: chrysopedia-{role} (chrysopedia-db, chrysopedia-api, etc.)
- Backend router pattern: backend/routers/{domain}.py with prefix-per-router mounted under /api/v1
- SQLAlchemy async pattern: asyncpg engine + async_sessionmaker + get_session dependency
- Pydantic v2 schema pattern: Base/Create/Read variants per entity with model_config from_attributes=True
- Config via pydantic-settings BaseSettings loading from .env with sensible defaults
- Alembic async migration pattern with run_async_migrations() wrapper
- UUID primary keys with gen_random_uuid() server default for all entities
+
+ + + S02 + [B] Creator-Scoped Retrieval Cascade + medium + S01 + + +1 slack +
+
+
+ provides: POST /api/v1/ingest endpoint accepting Whisper transcript JSONprovides: Creator and SourceVideo records in PostgreSQL with TranscriptSegmentsprovides: Raw transcript JSON persisted to transcript_storage_pathprovides: pytest-asyncio test infrastructure with async fixtures and ASGI clientprovides: TranscriptIngestResponse Pydantic schema
+
+ passed
+
+ Decisions
+ - Used NullPool for test engine to avoid asyncpg connection contention in pytest-asyncio
- Fixed _now() helper to return naive UTC datetimes for asyncpg TIMESTAMP WITHOUT TIME ZONE compatibility
- Used slugify helper inline in ingest.py rather than a shared utils module
- Set file_path to {creator_folder}/{source_file} for new SourceVideo records
Patterns
+
+ - pytest-asyncio integration test pattern: function-scoped NullPool engine + ASGI transport client with dependency overrides
- Multipart JSON file upload pattern for FastAPI endpoints
- Creator auto-detection from folder_name with find-or-create and slugify
+
+ + + S03 + [B] Chat Engine MVP + high + S02 + + +1 slack +
+
+
+ provides: 6 Celery tasks: stage2-6 + run_pipeline orchestratorprovides: LLMClient with primary/fallback for downstream useprovides: EmbeddingClient for vector generationprovides: QdrantManager for vector store operationsprovides: POST /api/v1/pipeline/trigger/{video_id} manual re-trigger endpointprovides: 8 Pydantic schemas for pipeline stage I/Oprovides: 4 editable prompt templates in prompts/provides: 10 integration tests with mock fixturesrequires: Ingest endpoint, database models (SourceVideo, TranscriptSegment, KeyMoment, TechniquePage, Creator), async SQLAlchemy engine, test infrastructure
+
+ passed
+
+ Decisions
+ - Sync OpenAI/SQLAlchemy/Qdrant throughout Celery tasks — no async in worker context (D004)
- Embedding/Qdrant stage is non-blocking side-effect — failures don't break pipeline (D005)
- Stage 4 classification stored in Redis (24h TTL) due to missing KeyMoment columns
- Pipeline dispatch from ingest is best-effort; manual trigger returns 503 on Celery failure
- LLMClient retries once with JSON nudge on malformed LLM output before failing
Patterns
+
+ - Celery task pattern: @celery_app.task(bind=True, max_retries=3) with sync SQLAlchemy session per task
- LLM client pattern: primary → fallback → fail, with Pydantic response parsing
- Non-blocking side-effect pattern: max_retries=0, catch-all exception handler, pipeline continues
- Prompt template pattern: plain text files in prompts/ dir, XML-style content fencing, loaded at runtime
- Pipeline test pattern: patch module-level _engine/_SessionLocal globals to redirect stages to test DB
+
+ + + S04 + [B] Highlight Detection v1 + medium + + + +1 slack +
+
+
+ provides: 9 review queue API endpoints mounted at /api/v1/review/*provides: React+Vite+TypeScript frontend with admin UI at /admin/reviewprovides: Typed API client (frontend/src/api/client.ts) for all review endpointsprovides: Reusable StatusBadge and ModeToggle componentsprovides: Redis-backed review mode toggle with config fallbackprovides: 24 integration tests for review endpointsrequires: KeyMoment model with review_status field, pipeline that creates moments in DB
+
+ passed
+
+ Decisions
+ - Redis mode toggle uses per-request get_redis() with aclose() — no connection pool (D007)
- API client uses bare fetch() with shared request() helper — no external HTTP library
- MomentDetail fetches full queue to find moment by ID since no single-moment GET endpoint exists
- Split creates new moment with '(split)' title suffix; merge combines summaries with double-newline separator
- Split dialog validates timestamp client-side before API call
Patterns
+
+ - React + Vite + TypeScript frontend pattern: strict TS config, Vite dev proxy to backend, typed API client with fetch()-based request helper
- Reusable component extraction (StatusBadge, ModeToggle) for consistent styling across admin pages
- Review router pattern: async SQLAlchemy with joined loads for cross-table data (moment + video + creator)
- Redis as runtime config store with config.py fallback for settings that need to be mutable at runtime
+
+ + + S05 + [A] Audio Mode + Chapter Markers + medium + + + +1 slack +
+
+
+ provides: GET /api/v1/search — semantic search with keyword fallbackprovides: GET /api/v1/techniques and GET /api/v1/techniques/{slug} — technique page CRUDprovides: GET /api/v1/topics and GET /api/v1/topics/{category_slug} — topic hierarchyprovides: GET /api/v1/creators with sort=random|alpha|views and genre filterprovides: SearchService async class for embedding+Qdrant+keyword searchprovides: Typed public-client.ts with all public endpoint functionsprovides: 6 public page components: Home, SearchResults, TechniquePage, CreatorsBrowse, CreatorDetail, TopicsBrowseprovides: Complete public routing in App.tsxrequires: Qdrant embeddings collection, technique_pages and key_moments in PostgreSQL, canonical_tags.yaml
+
+ passed
+
+ Decisions
+ - [object Object]
- [object Object]
- [object Object]
- [object Object]
- [object Object]
- [object Object]
- 300ms asyncio.wait_for timeout on both embedding and Qdrant calls
- Topics endpoint loads canonical_tags.yaml at request time and counts tag matches from DB
- Mocked SearchService at router dependency level for integration tests
- Duplicated request<T> helper in public-client.ts to avoid coupling public and admin API clients
Patterns
+
+ - Async service class pattern: create separate async client wrappers for FastAPI when sync clients exist for Celery
- Graceful degradation pattern: embedding/Qdrant timeout → keyword ILIKE fallback with fallback_used flag
- Typed public API client: separate from admin client, each with own request<T> helper
- URL param-driven search: query state in URL params for shareable/bookmarkable search results
- Router-level service mocking: patch SearchService at dependency level for clean integration tests
+
+ + + S06 + [A] Auto-Chapters Review UI + low + + + +1 slack +
+
+
+ provides: AppFooter component with build metadata renderingprovides: Vite build-time constant injection pattern
+
+ passed
+
+ Decisions
+ - Vite define with JSON.stringify for build-time constant injection
- execSync for local git SHA with VITE_GIT_COMMIT env var fallback for Docker builds
- ARG+ENV pattern in Dockerfile.web matching existing API service pattern
- Read package.json via fs.readFileSync to avoid TS module resolution issues in Vite config
Patterns
+
+ - Vite build-time constants via define + JSON.stringify + TypeScript declare const for type safety
- Docker ARG → ENV passthrough for build-time environment variables consumed by Node/Vite
+
+ + + S07 + [A] Impersonation Polish + Write Mode + low + + + +1 slack +
+
+
+ provides: technique_section search result type with section_anchor and section_heading fieldsprovides: Per-section Qdrant embeddings for v2 technique pagesprovides: Deep link scroll to any hash fragment on technique pagesrequires: v2 technique pages with body_sections JSONB and body_sections_format fieldrequires: Frontend section rendering with slugified heading IDs for anchor targets
+
+ passed
+
+ Decisions
+ - Removed Qdrant type_filter for topics scope so technique_section results appear in semantic search
- Section title field carries page title; section_heading is separate field for frontend display
- Generalized TechniquePage hash scroll to any fragment (not just #km- prefix)
Patterns
+
+ - Per-section embedding pattern: iterate body_sections JSON, build composite embed text with parent context (creator + page title + section heading + content), deterministic UUID from page_id:section_slug
- Stale point cleanup pattern: delete_sections_by_page_id() before upsert to handle heading renames without orphan points
+
+ + S08 + Forgejo KB Update — Chat, Retrieval, Highlights + low + S01, S02, S03, S04, S05, S06, S07 + + +1 slack +
+
+
+ provides: Complete Forgejo wiki documentation for M021 features (19 pages total)requires: LightRAG search cutover detailsrequires: Creator-scoped retrieval cascade designrequires: Chat engine SSE protocol and ChatServicerequires: Highlight detection scoring and modelrequires: Audio mode and chapter markersrequires: Chapter review UIrequires: Impersonation write mode and audit log
+
+ passed
+
+ Decisions
+ - Added Features section to wiki sidebar grouping M021 feature pages (Chat-Engine, Search-Retrieval, Highlights)
- Used SSH remote for push since HTTPS lacked credentials
Patterns
+
+ - Wiki documentation pattern: clone via git, write markdown files, commit, push via SSH — never use the Forgejo PATCH API (it corrupted pages in M019)
+
+ + + M022 + Creator Tools & Personality + 7/7 + + +
+
+
+
+
+ + + S01 + [A] Highlight Reel + Shorts Queue UI + medium + + critical + +
+
+
+ provides: Docker Compose project definition (5 services) for deploymentprovides: PostgreSQL schema with 7 tables via Alembic migrationprovides: FastAPI app with health check and CRUD endpoints patternprovides: Pydantic schemas for all 7 entities (reusable in S02+)provides: SQLAlchemy async session infrastructureprovides: Sample transcript JSON fixture for S02 ingestion testingprovides: Canonical tags configuration (6 categories, 13 genres)
+
+ passed
+
+ Decisions
+ - [object Object]
- env_file uses required: false so docker compose config validates on fresh clones
- POSTGRES_PASSWORD uses :-changeme default instead of :? to avoid config failures
- PostgreSQL exposed on host port 5433 to avoid conflicts with other projects
- SQLAlchemy relationship import aliased to sa_relationship to avoid column name clash
- Separate PostgreSQL enum type names to avoid collisions (key_moment_content_type vs content_type)
- Health check at /health performs real DB SELECT 1; lightweight /api/v1/health also available
- Whisper import deferred so --help works without openai-whisper installed
- Sample transcript uses realistic music production content for downstream pipeline testing
Patterns
+
+ - Docker Compose service naming: chrysopedia-{role} (chrysopedia-db, chrysopedia-api, etc.)
- Backend router pattern: backend/routers/{domain}.py with prefix-per-router mounted under /api/v1
- SQLAlchemy async pattern: asyncpg engine + async_sessionmaker + get_session dependency
- Pydantic v2 schema pattern: Base/Create/Read variants per entity with model_config from_attributes=True
- Config via pydantic-settings BaseSettings loading from .env with sensible defaults
- Alembic async migration pattern with run_async_migrations() wrapper
- UUID primary keys with gen_random_uuid() server default for all entities
+
+ + + S02 + [A] Follow System + Tier UI (Demo Placeholders) + medium + + + +1 slack +
+
+
+ provides: POST /api/v1/ingest endpoint accepting Whisper transcript JSONprovides: Creator and SourceVideo records in PostgreSQL with TranscriptSegmentsprovides: Raw transcript JSON persisted to transcript_storage_pathprovides: pytest-asyncio test infrastructure with async fixtures and ASGI clientprovides: TranscriptIngestResponse Pydantic schema
+
+ passed
+
+ Decisions
+ - Used NullPool for test engine to avoid asyncpg connection contention in pytest-asyncio
- Fixed _now() helper to return naive UTC datetimes for asyncpg TIMESTAMP WITHOUT TIME ZONE compatibility
- Used slugify helper inline in ingest.py rather than a shared utils module
- Set file_path to {creator_folder}/{source_file} for new SourceVideo records
Patterns
+
+ - pytest-asyncio integration test pattern: function-scoped NullPool engine + ASGI transport client with dependency overrides
- Multipart JSON file upload pattern for FastAPI endpoints
- Creator auto-detection from folder_name with find-or-create and slugify
+
+ + + S03 + [A] Chat Widget Shell (UI Only) + low + + + +1 slack +
+
+
+ provides: 6 Celery tasks: stage2-6 + run_pipeline orchestratorprovides: LLMClient with primary/fallback for downstream useprovides: EmbeddingClient for vector generationprovides: QdrantManager for vector store operationsprovides: POST /api/v1/pipeline/trigger/{video_id} manual re-trigger endpointprovides: 8 Pydantic schemas for pipeline stage I/Oprovides: 4 editable prompt templates in prompts/provides: 10 integration tests with mock fixturesrequires: Ingest endpoint, database models (SourceVideo, TranscriptSegment, KeyMoment, TechniquePage, Creator), async SQLAlchemy engine, test infrastructure
+
+ passed
+
+ Decisions
+ - Sync OpenAI/SQLAlchemy/Qdrant throughout Celery tasks — no async in worker context (D004)
- Embedding/Qdrant stage is non-blocking side-effect — failures don't break pipeline (D005)
- Stage 4 classification stored in Redis (24h TTL) due to missing KeyMoment columns
- Pipeline dispatch from ingest is best-effort; manual trigger returns 503 on Celery failure
- LLMClient retries once with JSON nudge on malformed LLM output before failing
Patterns
+
+ - Celery task pattern: @celery_app.task(bind=True, max_retries=3) with sync SQLAlchemy session per task
- LLM client pattern: primary → fallback → fail, with Pydantic response parsing
- Non-blocking side-effect pattern: max_retries=0, catch-all exception handler, pipeline continues
- Prompt template pattern: plain text files in prompts/ dir, XML-style content fencing, loaded at runtime
- Pipeline test pattern: patch module-level _engine/_SessionLocal globals to redirect stages to test DB
+
+ + + S04 + [B] Multi-Turn Conversation Memory + medium + + + +1 slack +
+
+
+ provides: 9 review queue API endpoints mounted at /api/v1/review/*provides: React+Vite+TypeScript frontend with admin UI at /admin/reviewprovides: Typed API client (frontend/src/api/client.ts) for all review endpointsprovides: Reusable StatusBadge and ModeToggle componentsprovides: Redis-backed review mode toggle with config fallbackprovides: 24 integration tests for review endpointsrequires: KeyMoment model with review_status field, pipeline that creates moments in DB
+
+ passed
+
+ Decisions
+ - Redis mode toggle uses per-request get_redis() with aclose() — no connection pool (D007)
- API client uses bare fetch() with shared request() helper — no external HTTP library
- MomentDetail fetches full queue to find moment by ID since no single-moment GET endpoint exists
- Split creates new moment with '(split)' title suffix; merge combines summaries with double-newline separator
- Split dialog validates timestamp client-side before API call
Patterns
+
+ - React + Vite + TypeScript frontend pattern: strict TS config, Vite dev proxy to backend, typed API client with fetch()-based request helper
- Reusable component extraction (StatusBadge, ModeToggle) for consistent styling across admin pages
- Review router pattern: async SQLAlchemy with joined loads for cross-table data (moment + video + creator)
- Redis as runtime config store with config.py fallback for settings that need to be mutable at runtime
+
+ + + S05 + [B] Highlight Detection v2 (Audio Signals) + medium + + + +1 slack +
+
+
+ provides: GET /api/v1/search — semantic search with keyword fallbackprovides: GET /api/v1/techniques and GET /api/v1/techniques/{slug} — technique page CRUDprovides: GET /api/v1/topics and GET /api/v1/topics/{category_slug} — topic hierarchyprovides: GET /api/v1/creators with sort=random|alpha|views and genre filterprovides: SearchService async class for embedding+Qdrant+keyword searchprovides: Typed public-client.ts with all public endpoint functionsprovides: 6 public page components: Home, SearchResults, TechniquePage, CreatorsBrowse, CreatorDetail, TopicsBrowseprovides: Complete public routing in App.tsxrequires: Qdrant embeddings collection, technique_pages and key_moments in PostgreSQL, canonical_tags.yaml
+
+ passed
+
+ Decisions
+ - [object Object]
- [object Object]
- [object Object]
- [object Object]
- [object Object]
- [object Object]
- 300ms asyncio.wait_for timeout on both embedding and Qdrant calls
- Topics endpoint loads canonical_tags.yaml at request time and counts tag matches from DB
- Mocked SearchService at router dependency level for integration tests
- Duplicated request<T> helper in public-client.ts to avoid coupling public and admin API clients
Patterns
+
+ - Async service class pattern: create separate async client wrappers for FastAPI when sync clients exist for Celery
- Graceful degradation pattern: embedding/Qdrant timeout → keyword ILIKE fallback with fallback_used flag
- Typed public API client: separate from admin client, each with own request<T> helper
- URL param-driven search: query state in URL params for shareable/bookmarkable search results
- Router-level service mocking: patch SearchService at dependency level for clean integration tests
+
+ + + S06 + [B] Personality Profile Extraction + high + + + +1 slack +
+
+
+ provides: AppFooter component with build metadata renderingprovides: Vite build-time constant injection pattern
+
+ passed
+
+ Decisions
+ - Vite define with JSON.stringify for build-time constant injection
- execSync for local git SHA with VITE_GIT_COMMIT env var fallback for Docker builds
- ARG+ENV pattern in Dockerfile.web matching existing API service pattern
- Read package.json via fs.readFileSync to avoid TS module resolution issues in Vite config
Patterns
+
+ - Vite build-time constants via define + JSON.stringify + TypeScript declare const for type safety
- Docker ARG → ENV passthrough for build-time environment variables consumed by Node/Vite
+
+ + S07 + Forgejo KB Update — Follow, Personality, Highlights + low + S01, S02, S03, S04, S05, S06 + + +1 slack +
+
+
+ provides: technique_section search result type with section_anchor and section_heading fieldsprovides: Per-section Qdrant embeddings for v2 technique pagesprovides: Deep link scroll to any hash fragment on technique pagesrequires: v2 technique pages with body_sections JSONB and body_sections_format fieldrequires: Frontend section rendering with slugified heading IDs for anchor targets
+
+ passed
+
+ Decisions
+ - Removed Qdrant type_filter for topics scope so technique_section results appear in semantic search
- Section title field carries page title; section_heading is separate field for frontend display
- Generalized TechniquePage hash scroll to any fragment (not just #km- prefix)
Patterns
+
+ - Per-section embedding pattern: iterate body_sections JSON, build composite embed text with parent context (creator + page title + section heading + content), deterministic UUID from page_id:section_slug
- Stale point cleanup pattern: delete_sections_by_page_id() before upsert to handle heading renames without orphan points
+
+ + + M023 + MVP Integration — Demo Build + 5/5 + + +
+
+
+
+
+ + + S01 + [A] Post Editor + File Sharing + high + + critical + +
+
+
+ provides: Docker Compose project definition (5 services) for deploymentprovides: PostgreSQL schema with 7 tables via Alembic migrationprovides: FastAPI app with health check and CRUD endpoints patternprovides: Pydantic schemas for all 7 entities (reusable in S02+)provides: SQLAlchemy async session infrastructureprovides: Sample transcript JSON fixture for S02 ingestion testingprovides: Canonical tags configuration (6 categories, 13 genres)
+
+ passed
+
+ Decisions
+ - [object Object]
- env_file uses required: false so docker compose config validates on fresh clones
- POSTGRES_PASSWORD uses :-changeme default instead of :? to avoid config failures
- PostgreSQL exposed on host port 5433 to avoid conflicts with other projects
- SQLAlchemy relationship import aliased to sa_relationship to avoid column name clash
- Separate PostgreSQL enum type names to avoid collisions (key_moment_content_type vs content_type)
- Health check at /health performs real DB SELECT 1; lightweight /api/v1/health also available
- Whisper import deferred so --help works without openai-whisper installed
- Sample transcript uses realistic music production content for downstream pipeline testing
Patterns
+
+ - Docker Compose service naming: chrysopedia-{role} (chrysopedia-db, chrysopedia-api, etc.)
- Backend router pattern: backend/routers/{domain}.py with prefix-per-router mounted under /api/v1
- SQLAlchemy async pattern: asyncpg engine + async_sessionmaker + get_session dependency
- Pydantic v2 schema pattern: Base/Create/Read variants per entity with model_config from_attributes=True
- Config via pydantic-settings BaseSettings loading from .env with sensible defaults
- Alembic async migration pattern with run_async_migrations() wrapper
- UUID primary keys with gen_random_uuid() server default for all entities
+
+ + + S02 + [A] Chat Widget ↔ Chat Engine Wiring (INT-1) + high + + + +1 slack +
+
+
+ provides: POST /api/v1/ingest endpoint accepting Whisper transcript JSONprovides: Creator and SourceVideo records in PostgreSQL with TranscriptSegmentsprovides: Raw transcript JSON persisted to transcript_storage_pathprovides: pytest-asyncio test infrastructure with async fixtures and ASGI clientprovides: TranscriptIngestResponse Pydantic schema
+
+ passed
+
+ Decisions
+ - Used NullPool for test engine to avoid asyncpg connection contention in pytest-asyncio
- Fixed _now() helper to return naive UTC datetimes for asyncpg TIMESTAMP WITHOUT TIME ZONE compatibility
- Used slugify helper inline in ingest.py rather than a shared utils module
- Set file_path to {creator_folder}/{source_file} for new SourceVideo records
Patterns
+
+ - pytest-asyncio integration test pattern: function-scoped NullPool engine + ASGI transport client with dependency overrides
- Multipart JSON file upload pattern for FastAPI endpoints
- Creator auto-detection from folder_name with find-or-create and slugify
+
+ + + S03 + [B] Shorts Generation Pipeline v1 + medium + + + +1 slack +
+
+
+ provides: 6 Celery tasks: stage2-6 + run_pipeline orchestratorprovides: LLMClient with primary/fallback for downstream useprovides: EmbeddingClient for vector generationprovides: QdrantManager for vector store operationsprovides: POST /api/v1/pipeline/trigger/{video_id} manual re-trigger endpointprovides: 8 Pydantic schemas for pipeline stage I/Oprovides: 4 editable prompt templates in prompts/provides: 10 integration tests with mock fixturesrequires: Ingest endpoint, database models (SourceVideo, TranscriptSegment, KeyMoment, TechniquePage, Creator), async SQLAlchemy engine, test infrastructure
+
+ passed
+
+ Decisions
+ - Sync OpenAI/SQLAlchemy/Qdrant throughout Celery tasks — no async in worker context (D004)
- Embedding/Qdrant stage is non-blocking side-effect — failures don't break pipeline (D005)
- Stage 4 classification stored in Redis (24h TTL) due to missing KeyMoment columns
- Pipeline dispatch from ingest is best-effort; manual trigger returns 503 on Celery failure
- LLMClient retries once with JSON nudge on malformed LLM output before failing
Patterns
+
+ - Celery task pattern: @celery_app.task(bind=True, max_retries=3) with sync SQLAlchemy session per task
- LLM client pattern: primary → fallback → fail, with Pydantic response parsing
- Non-blocking side-effect pattern: max_retries=0, catch-all exception handler, pipeline continues
- Prompt template pattern: plain text files in prompts/ dir, XML-style content fencing, loaded at runtime
- Pipeline test pattern: patch module-level _engine/_SessionLocal globals to redirect stages to test DB
+
+ + + S04 + [B] Personality Slider (Full Interpolation) + medium + + + +1 slack +
+
+
+ provides: 9 review queue API endpoints mounted at /api/v1/review/*provides: React+Vite+TypeScript frontend with admin UI at /admin/reviewprovides: Typed API client (frontend/src/api/client.ts) for all review endpointsprovides: Reusable StatusBadge and ModeToggle componentsprovides: Redis-backed review mode toggle with config fallbackprovides: 24 integration tests for review endpointsrequires: KeyMoment model with review_status field, pipeline that creates moments in DB
+
+ passed
+
+ Decisions
+ - Redis mode toggle uses per-request get_redis() with aclose() — no connection pool (D007)
- API client uses bare fetch() with shared request() helper — no external HTTP library
- MomentDetail fetches full queue to find moment by ID since no single-moment GET endpoint exists
- Split creates new moment with '(split)' title suffix; merge combines summaries with double-newline separator
- Split dialog validates timestamp client-side before API call
Patterns
+
+ - React + Vite + TypeScript frontend pattern: strict TS config, Vite dev proxy to backend, typed API client with fetch()-based request helper
- Reusable component extraction (StatusBadge, ModeToggle) for consistent styling across admin pages
- Review router pattern: async SQLAlchemy with joined loads for cross-table data (moment + video + creator)
- Redis as runtime config store with config.py fallback for settings that need to be mutable at runtime
+
+ + S05 + Forgejo KB Update — Demo Build Docs + low + S01, S02, S03, S04 + + +1 slack +
+
+
+ provides: GET /api/v1/search — semantic search with keyword fallbackprovides: GET /api/v1/techniques and GET /api/v1/techniques/{slug} — technique page CRUDprovides: GET /api/v1/topics and GET /api/v1/topics/{category_slug} — topic hierarchyprovides: GET /api/v1/creators with sort=random|alpha|views and genre filterprovides: SearchService async class for embedding+Qdrant+keyword searchprovides: Typed public-client.ts with all public endpoint functionsprovides: 6 public page components: Home, SearchResults, TechniquePage, CreatorsBrowse, CreatorDetail, TopicsBrowseprovides: Complete public routing in App.tsxrequires: Qdrant embeddings collection, technique_pages and key_moments in PostgreSQL, canonical_tags.yaml
+
+ passed
+
+ Decisions
+ - [object Object]
- [object Object]
- [object Object]
- [object Object]
- [object Object]
- [object Object]
- 300ms asyncio.wait_for timeout on both embedding and Qdrant calls
- Topics endpoint loads canonical_tags.yaml at request time and counts tag matches from DB
- Mocked SearchService at router dependency level for integration tests
- Duplicated request<T> helper in public-client.ts to avoid coupling public and admin API clients
Patterns
+
+ - Async service class pattern: create separate async client wrappers for FastAPI when sync clients exist for Celery
- Graceful degradation pattern: embedding/Qdrant timeout → keyword ILIKE fallback with fallback_used flag
- Typed public API client: separate from admin client, each with own request<T> helper
- URL param-driven search: query state in URL params for shareable/bookmarkable search results
- Router-level service mocking: patch SearchService at dependency level for clean integration tests
+
+ + + M024 + Polish, Shorts Pipeline & Citations + 6/6 + + +
+
+
+
+
+ + + S01 + [A] Shorts Publishing Flow + medium + + critical + +
+
+
+ provides: Docker Compose project definition (5 services) for deploymentprovides: PostgreSQL schema with 7 tables via Alembic migrationprovides: FastAPI app with health check and CRUD endpoints patternprovides: Pydantic schemas for all 7 entities (reusable in S02+)provides: SQLAlchemy async session infrastructureprovides: Sample transcript JSON fixture for S02 ingestion testingprovides: Canonical tags configuration (6 categories, 13 genres)
+
+ passed
+
+ Decisions
+ - [object Object]
- env_file uses required: false so docker compose config validates on fresh clones
- POSTGRES_PASSWORD uses :-changeme default instead of :? to avoid config failures
- PostgreSQL exposed on host port 5433 to avoid conflicts with other projects
- SQLAlchemy relationship import aliased to sa_relationship to avoid column name clash
- Separate PostgreSQL enum type names to avoid collisions (key_moment_content_type vs content_type)
- Health check at /health performs real DB SELECT 1; lightweight /api/v1/health also available
- Whisper import deferred so --help works without openai-whisper installed
- Sample transcript uses realistic music production content for downstream pipeline testing
Patterns
+
+ - Docker Compose service naming: chrysopedia-{role} (chrysopedia-db, chrysopedia-api, etc.)
- Backend router pattern: backend/routers/{domain}.py with prefix-per-router mounted under /api/v1
- SQLAlchemy async pattern: asyncpg engine + async_sessionmaker + get_session dependency
- Pydantic v2 schema pattern: Base/Create/Read variants per entity with model_config from_attributes=True
- Config via pydantic-settings BaseSettings loading from .env with sensible defaults
- Alembic async migration pattern with run_async_migrations() wrapper
- UUID primary keys with gen_random_uuid() server default for all entities
+
+ + + S02 + [A] Key Moment Pins on Player Timeline + low + + + +1 slack +
+
+
+ provides: POST /api/v1/ingest endpoint accepting Whisper transcript JSONprovides: Creator and SourceVideo records in PostgreSQL with TranscriptSegmentsprovides: Raw transcript JSON persisted to transcript_storage_pathprovides: pytest-asyncio test infrastructure with async fixtures and ASGI clientprovides: TranscriptIngestResponse Pydantic schema
+
+ passed
+
+ Decisions
+ - Used NullPool for test engine to avoid asyncpg connection contention in pytest-asyncio
- Fixed _now() helper to return naive UTC datetimes for asyncpg TIMESTAMP WITHOUT TIME ZONE compatibility
- Used slugify helper inline in ingest.py rather than a shared utils module
- Set file_path to {creator_folder}/{source_file} for new SourceVideo records
Patterns
+
+ - pytest-asyncio integration test pattern: function-scoped NullPool engine + ASGI transport client with dependency overrides
- Multipart JSON file upload pattern for FastAPI endpoints
- Creator auto-detection from folder_name with find-or-create and slugify
+
+ + + S03 + [A] Embed Support (iframe Snippet) + low + + + +1 slack +
+
+
+ provides: 6 Celery tasks: stage2-6 + run_pipeline orchestratorprovides: LLMClient with primary/fallback for downstream useprovides: EmbeddingClient for vector generationprovides: QdrantManager for vector store operationsprovides: POST /api/v1/pipeline/trigger/{video_id} manual re-trigger endpointprovides: 8 Pydantic schemas for pipeline stage I/Oprovides: 4 editable prompt templates in prompts/provides: 10 integration tests with mock fixturesrequires: Ingest endpoint, database models (SourceVideo, TranscriptSegment, KeyMoment, TechniquePage, Creator), async SQLAlchemy engine, test infrastructure
+
+ passed
+
+ Decisions
+ - Sync OpenAI/SQLAlchemy/Qdrant throughout Celery tasks — no async in worker context (D004)
- Embedding/Qdrant stage is non-blocking side-effect — failures don't break pipeline (D005)
- Stage 4 classification stored in Redis (24h TTL) due to missing KeyMoment columns
- Pipeline dispatch from ingest is best-effort; manual trigger returns 503 on Celery failure
- LLMClient retries once with JSON nudge on malformed LLM output before failing
Patterns
+
+ - Celery task pattern: @celery_app.task(bind=True, max_retries=3) with sync SQLAlchemy session per task
- LLM client pattern: primary → fallback → fail, with Pydantic response parsing
- Non-blocking side-effect pattern: max_retries=0, catch-all exception handler, pipeline continues
- Prompt template pattern: plain text files in prompts/ dir, XML-style content fencing, loaded at runtime
- Pipeline test pattern: patch module-level _engine/_SessionLocal globals to redirect stages to test DB
+
+ + + S04 + [B] Auto-Captioning + Template System + medium + + + +1 slack +
+
+
+ provides: 9 review queue API endpoints mounted at /api/v1/review/*provides: React+Vite+TypeScript frontend with admin UI at /admin/reviewprovides: Typed API client (frontend/src/api/client.ts) for all review endpointsprovides: Reusable StatusBadge and ModeToggle componentsprovides: Redis-backed review mode toggle with config fallbackprovides: 24 integration tests for review endpointsrequires: KeyMoment model with review_status field, pipeline that creates moments in DB
+
+ passed
+
+ Decisions
+ - Redis mode toggle uses per-request get_redis() with aclose() — no connection pool (D007)
- API client uses bare fetch() with shared request() helper — no external HTTP library
- MomentDetail fetches full queue to find moment by ID since no single-moment GET endpoint exists
- Split creates new moment with '(split)' title suffix; merge combines summaries with double-newline separator
- Split dialog validates timestamp client-side before API call
Patterns
+
+ - React + Vite + TypeScript frontend pattern: strict TS config, Vite dev proxy to backend, typed API client with fetch()-based request helper
- Reusable component extraction (StatusBadge, ModeToggle) for consistent styling across admin pages
- Review router pattern: async SQLAlchemy with joined loads for cross-table data (moment + video + creator)
- Redis as runtime config store with config.py fallback for settings that need to be mutable at runtime
+
+ + + S05 + [B] Citation UX Improvements + low + + + +1 slack +
+
+
+ provides: GET /api/v1/search — semantic search with keyword fallbackprovides: GET /api/v1/techniques and GET /api/v1/techniques/{slug} — technique page CRUDprovides: GET /api/v1/topics and GET /api/v1/topics/{category_slug} — topic hierarchyprovides: GET /api/v1/creators with sort=random|alpha|views and genre filterprovides: SearchService async class for embedding+Qdrant+keyword searchprovides: Typed public-client.ts with all public endpoint functionsprovides: 6 public page components: Home, SearchResults, TechniquePage, CreatorsBrowse, CreatorDetail, TopicsBrowseprovides: Complete public routing in App.tsxrequires: Qdrant embeddings collection, technique_pages and key_moments in PostgreSQL, canonical_tags.yaml
+
+ passed
+
+ Decisions
+ - [object Object]
- [object Object]
- [object Object]
- [object Object]
- [object Object]
- [object Object]
- 300ms asyncio.wait_for timeout on both embedding and Qdrant calls
- Topics endpoint loads canonical_tags.yaml at request time and counts tag matches from DB
- Mocked SearchService at router dependency level for integration tests
- Duplicated request<T> helper in public-client.ts to avoid coupling public and admin API clients
Patterns
+
+ - Async service class pattern: create separate async client wrappers for FastAPI when sync clients exist for Celery
- Graceful degradation pattern: embedding/Qdrant timeout → keyword ILIKE fallback with fallback_used flag
- Typed public API client: separate from admin client, each with own request<T> helper
- URL param-driven search: query state in URL params for shareable/bookmarkable search results
- Router-level service mocking: patch SearchService at dependency level for clean integration tests
+
+ + S06 + Forgejo KB Update — Shorts, Embed, Citations + low + S01, S02, S03, S04, S05 + + +1 slack +
+
+
+ provides: AppFooter component with build metadata renderingprovides: Vite build-time constant injection pattern
+
+ passed
+
+ Decisions
+ - Vite define with JSON.stringify for build-time constant injection
- execSync for local git SHA with VITE_GIT_COMMIT env var fallback for Docker builds
- ARG+ENV pattern in Dockerfile.web matching existing API service pattern
- Read package.json via fs.readFileSync to avoid TS module resolution issues in Vite config
Patterns
+
+ - Vite build-time constants via define + JSON.stringify + TypeScript declare const for type safety
- Docker ARG → ENV passthrough for build-time environment variables consumed by Node/Vite
+
++ + M025 + Hardening & Launch Prep + 0/11 + critical path + +
+
+
+
+
+ + + S01 + [A] Notification System (Email Digests) + medium + + critical + +
+
+
+ provides: Docker Compose project definition (5 services) for deploymentprovides: PostgreSQL schema with 7 tables via Alembic migrationprovides: FastAPI app with health check and CRUD endpoints patternprovides: Pydantic schemas for all 7 entities (reusable in S02+)provides: SQLAlchemy async session infrastructureprovides: Sample transcript JSON fixture for S02 ingestion testingprovides: Canonical tags configuration (6 categories, 13 genres)
+
+ passed
+
+ Decisions
+ - [object Object]
- env_file uses required: false so docker compose config validates on fresh clones
- POSTGRES_PASSWORD uses :-changeme default instead of :? to avoid config failures
- PostgreSQL exposed on host port 5433 to avoid conflicts with other projects
- SQLAlchemy relationship import aliased to sa_relationship to avoid column name clash
- Separate PostgreSQL enum type names to avoid collisions (key_moment_content_type vs content_type)
- Health check at /health performs real DB SELECT 1; lightweight /api/v1/health also available
- Whisper import deferred so --help works without openai-whisper installed
- Sample transcript uses realistic music production content for downstream pipeline testing
Patterns
+
+ - Docker Compose service naming: chrysopedia-{role} (chrysopedia-db, chrysopedia-api, etc.)
- Backend router pattern: backend/routers/{domain}.py with prefix-per-router mounted under /api/v1
- SQLAlchemy async pattern: asyncpg engine + async_sessionmaker + get_session dependency
- Pydantic v2 schema pattern: Base/Create/Read variants per entity with model_config from_attributes=True
- Config via pydantic-settings BaseSettings loading from .env with sensible defaults
- Alembic async migration pattern with run_async_migrations() wrapper
- UUID primary keys with gen_random_uuid() server default for all entities
+
+ + + S02 + [A] Mobile Responsiveness Pass + medium + + + +1 slack +
+
+
+ provides: POST /api/v1/ingest endpoint accepting Whisper transcript JSONprovides: Creator and SourceVideo records in PostgreSQL with TranscriptSegmentsprovides: Raw transcript JSON persisted to transcript_storage_pathprovides: pytest-asyncio test infrastructure with async fixtures and ASGI clientprovides: TranscriptIngestResponse Pydantic schema
+
+ passed
+
+ Decisions
+ - Used NullPool for test engine to avoid asyncpg connection contention in pytest-asyncio
- Fixed _now() helper to return naive UTC datetimes for asyncpg TIMESTAMP WITHOUT TIME ZONE compatibility
- Used slugify helper inline in ingest.py rather than a shared utils module
- Set file_path to {creator_folder}/{source_file} for new SourceVideo records
Patterns
+
+ - pytest-asyncio integration test pattern: function-scoped NullPool engine + ASGI transport client with dependency overrides
- Multipart JSON file upload pattern for FastAPI endpoints
- Creator auto-detection from folder_name with find-or-create and slugify
+
+ + + S03 + [A] Creator Onboarding Flow + low + + + +1 slack +
+
+
+ provides: 6 Celery tasks: stage2-6 + run_pipeline orchestratorprovides: LLMClient with primary/fallback for downstream useprovides: EmbeddingClient for vector generationprovides: QdrantManager for vector store operationsprovides: POST /api/v1/pipeline/trigger/{video_id} manual re-trigger endpointprovides: 8 Pydantic schemas for pipeline stage I/Oprovides: 4 editable prompt templates in prompts/provides: 10 integration tests with mock fixturesrequires: Ingest endpoint, database models (SourceVideo, TranscriptSegment, KeyMoment, TechniquePage, Creator), async SQLAlchemy engine, test infrastructure
+
+ passed
+
+ Decisions
+ - Sync OpenAI/SQLAlchemy/Qdrant throughout Celery tasks — no async in worker context (D004)
- Embedding/Qdrant stage is non-blocking side-effect — failures don't break pipeline (D005)
- Stage 4 classification stored in Redis (24h TTL) due to missing KeyMoment columns
- Pipeline dispatch from ingest is best-effort; manual trigger returns 503 on Celery failure
- LLMClient retries once with JSON nudge on malformed LLM output before failing
Patterns
+
+ - Celery task pattern: @celery_app.task(bind=True, max_retries=3) with sync SQLAlchemy session per task
- LLM client pattern: primary → fallback → fail, with Pydantic response parsing
- Non-blocking side-effect pattern: max_retries=0, catch-all exception handler, pipeline continues
- Prompt template pattern: plain text files in prompts/ dir, XML-style content fencing, loaded at runtime
- Pipeline test pattern: patch module-level _engine/_SessionLocal globals to redirect stages to test DB
+
+ + + S04 + [B] Rate Limiting + Cost Management + low + + + +1 slack +
+
+
+ provides: 9 review queue API endpoints mounted at /api/v1/review/*provides: React+Vite+TypeScript frontend with admin UI at /admin/reviewprovides: Typed API client (frontend/src/api/client.ts) for all review endpointsprovides: Reusable StatusBadge and ModeToggle componentsprovides: Redis-backed review mode toggle with config fallbackprovides: 24 integration tests for review endpointsrequires: KeyMoment model with review_status field, pipeline that creates moments in DB
+
+ passed
+
+ Decisions
+ - Redis mode toggle uses per-request get_redis() with aclose() — no connection pool (D007)
- API client uses bare fetch() with shared request() helper — no external HTTP library
- MomentDetail fetches full queue to find moment by ID since no single-moment GET endpoint exists
- Split creates new moment with '(split)' title suffix; merge combines summaries with double-newline separator
- Split dialog validates timestamp client-side before API call
Patterns
+
+ - React + Vite + TypeScript frontend pattern: strict TS config, Vite dev proxy to backend, typed API client with fetch()-based request helper
- Reusable component extraction (StatusBadge, ModeToggle) for consistent styling across admin pages
- Review router pattern: async SQLAlchemy with joined loads for cross-table data (moment + video + creator)
- Redis as runtime config store with config.py fallback for settings that need to be mutable at runtime
+
+ + + S05 + [B] AI Transparency Page + low + + + +1 slack +
+
+
+ provides: GET /api/v1/search — semantic search with keyword fallbackprovides: GET /api/v1/techniques and GET /api/v1/techniques/{slug} — technique page CRUDprovides: GET /api/v1/topics and GET /api/v1/topics/{category_slug} — topic hierarchyprovides: GET /api/v1/creators with sort=random|alpha|views and genre filterprovides: SearchService async class for embedding+Qdrant+keyword searchprovides: Typed public-client.ts with all public endpoint functionsprovides: 6 public page components: Home, SearchResults, TechniquePage, CreatorsBrowse, CreatorDetail, TopicsBrowseprovides: Complete public routing in App.tsxrequires: Qdrant embeddings collection, technique_pages and key_moments in PostgreSQL, canonical_tags.yaml
+
+ passed
+
+ Decisions
+ - [object Object]
- [object Object]
- [object Object]
- [object Object]
- [object Object]
- [object Object]
- 300ms asyncio.wait_for timeout on both embedding and Qdrant calls
- Topics endpoint loads canonical_tags.yaml at request time and counts tag matches from DB
- Mocked SearchService at router dependency level for integration tests
- Duplicated request<T> helper in public-client.ts to avoid coupling public and admin API clients
Patterns
+
+ - Async service class pattern: create separate async client wrappers for FastAPI when sync clients exist for Celery
- Graceful degradation pattern: embedding/Qdrant timeout → keyword ILIKE fallback with fallback_used flag
- Typed public API client: separate from admin client, each with own request<T> helper
- URL param-driven search: query state in URL params for shareable/bookmarkable search results
- Router-level service mocking: patch SearchService at dependency level for clean integration tests
+
+ + + S06 + [B] Graph Backend Evaluation + low + + + +1 slack +
+
+
+ provides: AppFooter component with build metadata renderingprovides: Vite build-time constant injection pattern
+
+ passed
+
+ Decisions
+ - Vite define with JSON.stringify for build-time constant injection
- execSync for local git SHA with VITE_GIT_COMMIT env var fallback for Docker builds
- ARG+ENV pattern in Dockerfile.web matching existing API service pattern
- Read package.json via fs.readFileSync to avoid TS module resolution issues in Vite config
Patterns
+
+ - Vite build-time constants via define + JSON.stringify + TypeScript declare const for type safety
- Docker ARG → ENV passthrough for build-time environment variables consumed by Node/Vite
+
+ + + S07 + [A] Data Export (GDPR-Style) + medium + + + +1 slack +
+
+
+ provides: technique_section search result type with section_anchor and section_heading fieldsprovides: Per-section Qdrant embeddings for v2 technique pagesprovides: Deep link scroll to any hash fragment on technique pagesrequires: v2 technique pages with body_sections JSONB and body_sections_format fieldrequires: Frontend section rendering with slugified heading IDs for anchor targets
+
+ passed
+
+ Decisions
+ - Removed Qdrant type_filter for topics scope so technique_section results appear in semantic search
- Section title field carries page title; section_heading is separate field for frontend display
- Generalized TechniquePage hash scroll to any fragment (not just #km- prefix)
Patterns
+
+ - Per-section embedding pattern: iterate body_sections JSON, build composite embed text with parent context (creator + page title + section heading + content), deterministic UUID from page_id:section_slug
- Stale point cleanup pattern: delete_sections_by_page_id() before upsert to handle heading renames without orphan points
+
+ + + S08 + [B] Load Testing + Fallback Resilience + medium + + + +1 slack +
+
+
+ provides: Complete Forgejo wiki documentation for M021 features (19 pages total)requires: LightRAG search cutover detailsrequires: Creator-scoped retrieval cascade designrequires: Chat engine SSE protocol and ChatServicerequires: Highlight detection scoring and modelrequires: Audio mode and chapter markersrequires: Chapter review UIrequires: Impersonation write mode and audit log
+
+ passed
+
+ Decisions
+ - Added Features section to wiki sidebar grouping M021 feature pages (Chat-Engine, Search-Retrieval, Highlights)
- Used SSH remote for push since HTTPS lacked credentials
Patterns
+
+ - Wiki documentation pattern: clone via git, write markdown files, commit, push via SSH — never use the Forgejo PATCH API (it corrupted pages in M019)
+
+ + + S09 + [B] Prompt Optimization Pass + low + + + +1 slack +
+
+
+
+
+
+
+
+
+
+ + + S10 + Requirement Validation (R015, R037-R041) + low + + + +1 slack +
+
+
+
+
+
+
+
+
+
+ + S11 + Forgejo KB Final — Complete Documentation + low + S01, S02, S03, S04, S05, S06, S07, S08, S09, S10 + critical + +
+
+
+
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+
+
+
+ Timeline
+ +
+
+
+
+| # | Type | ID | Model | +Started | Duration | Cost | +Tokens | Tools | Tier | Routed | Trunc | CHF | +
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | +execute-task | +M001/S01/T01 | +opus-4-6 | +Mar 29, 2026, 09:39 PM | +3m 7s | +$1.11 | +1.50M | +32 | ++ | + | + | + |
| 2 | +execute-task | +M001/S01/T02 | +opus-4-6 | +Mar 29, 2026, 09:42 PM | +5m 39s | +$1.68 | +2.29M | +39 | ++ | + | + | + |
| 3 | +execute-task | +M001/S01/T03 | +opus-4-6 | +Mar 29, 2026, 09:48 PM | +6m 20s | +$2.71 | +4.17M | +67 | ++ | + | + | + |
| 4 | +execute-task | +M001/S01/T04 | +opus-4-6 | +Mar 29, 2026, 09:54 PM | +2m 44s | +$0.784 | +968.2k | +20 | ++ | + | + | + |
| 5 | +execute-task | +M001/S01/T05 | +opus-4-6 | +Mar 29, 2026, 09:57 PM | +2m 58s | +$0.898 | +953.1k | +26 | ++ | + | + | + |
| 6 | +complete-slice | +M001/S01 | +opus-4-6 | +Mar 29, 2026, 10:00 PM | +2m 6s | +$0.501 | +447.5k | +15 | ++ | + | + | + |
| 7 | +research-slice | +M001/S02 | +opus-4-6 | +Mar 29, 2026, 10:02 PM | +1m 48s | +$0.619 | +712.3k | +23 | ++ | + | + | + |
| 8 | +plan-slice | +M001/S02 | +opus-4-6 | +Mar 29, 2026, 10:04 PM | +2m 6s | +$0.623 | +589.9k | +15 | ++ | + | + | + |
| 9 | +execute-task | +M001/S02/T01 | +opus-4-6 | +Mar 29, 2026, 10:06 PM | +3m 1s | +$1.16 | +1.69M | +30 | ++ | + | + | + |
| 10 | +execute-task | +M001/S02/T02 | +opus-4-6 | +Mar 29, 2026, 10:09 PM | +6m 29s | +$2.90 | +4.01M | +61 | ++ | + | + | + |
| 11 | +complete-slice | +M001/S02 | +opus-4-6 | +Mar 29, 2026, 10:16 PM | +3m 41s | +$1.35 | +1.93M | +29 | ++ | + | + | + |
| 12 | +research-slice | +M001/S03 | +opus-4-6 | +Mar 29, 2026, 10:19 PM | +3m 3s | +$1.29 | +1.47M | +34 | ++ | + | + | + |
| 13 | +plan-slice | +M001/S03 | +opus-4-6 | +Mar 29, 2026, 10:23 PM | +4m 12s | +$1.11 | +1.03M | +20 | ++ | + | + | + |
| 14 | +execute-task | +M001/S03/T01 | +opus-4-6 | +Mar 29, 2026, 10:27 PM | +3m 16s | +$1.12 | +1.58M | +29 | ++ | + | + | + |
| 15 | +execute-task | +M001/S03/T02 | +opus-4-6 | +Mar 29, 2026, 10:30 PM | +5m 34s | +$1.74 | +2.26M | +41 | ++ | + | + | + |
| 16 | +execute-task | +M001/S03/T03 | +opus-4-6 | +Mar 29, 2026, 10:36 PM | +2m 57s | +$1.01 | +1.18M | +21 | ++ | + | + | + |
| 17 | +execute-task | +M001/S03/T04 | +opus-4-6 | +Mar 29, 2026, 10:39 PM | +1m 57s | +$0.796 | +1.08M | +26 | ++ | + | + | + |
| 18 | +execute-task | +M001/S03/T05 | +opus-4-6 | +Mar 29, 2026, 10:41 PM | +10m 23s | +$1.90 | +2.34M | +38 | ++ | + | + | + |
| 19 | +complete-slice | +M001/S03 | +opus-4-6 | +Mar 29, 2026, 10:51 PM | +8m 3s | +$1.32 | +1.68M | +37 | ++ | + | + | + |
| 20 | +research-slice | +M001/S04 | +opus-4-6 | +Mar 29, 2026, 10:59 PM | +2m 38s | +$1.23 | +1.54M | +25 | ++ | + | + | + |
| 21 | +plan-slice | +M001/S04 | +opus-4-6 | +Mar 29, 2026, 11:02 PM | +3m 5s | +$0.835 | +816.3k | +22 | ++ | + | + | + |
| 22 | +execute-task | +M001/S04/T01 | +opus-4-6 | +Mar 29, 2026, 11:05 PM | +8m 27s | +$1.60 | +2.06M | +32 | ++ | + | + | + |
| 23 | +execute-task | +M001/S04/T02 | +opus-4-6 | +Mar 29, 2026, 11:13 PM | +8m 9s | +$1.64 | +2.29M | +45 | ++ | + | + | + |
| 24 | +execute-task | +M001/S04/T03 | +opus-4-6 | +Mar 29, 2026, 11:21 PM | +7m 6s | +$1.83 | +2.12M | +33 | ++ | + | + | + |
| 25 | +complete-slice | +M001/S04 | +opus-4-6 | +Mar 29, 2026, 11:29 PM | +10m 12s | +$1.56 | +2.39M | +28 | ++ | + | + | + |
| 26 | +research-slice | +M001/S05 | +opus-4-6 | +Mar 29, 2026, 11:39 PM | +4m 50s | +$1.75 | +2.35M | +40 | ++ | + | + | + |
| 27 | +plan-slice | +M001/S05 | +opus-4-6 | +Mar 29, 2026, 11:44 PM | +5m 12s | +$2.01 | +2.80M | +20 | ++ | + | + | + |
| 28 | +execute-task | +M001/S05/T01 | +opus-4-6 | +Mar 29, 2026, 11:49 PM | +6m 33s | +$1.86 | +2.58M | +38 | ++ | + | + | + |
| 29 | +execute-task | +M001/S05/T02 | +opus-4-6 | +Mar 29, 2026, 11:55 PM | +5m 39s | +$1.71 | +1.41M | +26 | ++ | + | + | + |
| 30 | +execute-task | +M001/S05/T03 | +opus-4-6 | +Mar 30, 2026, 12:01 AM | +7m 35s | +$2.05 | +2.61M | +38 | ++ | + | + | + |
| 31 | +execute-task | +M001/S05/T04 | +opus-4-6 | +Mar 30, 2026, 12:09 AM | +4m 1s | +$1.64 | +2.05M | +32 | ++ | + | + | + |
| 32 | +complete-slice | +M001/S05 | +opus-4-6 | +Mar 30, 2026, 12:13 AM | +7m 5s | +$1.69 | +2.47M | +30 | ++ | + | + | + |
| 33 | +validate-milestone | +M001 | +opus-4-6 | +Mar 30, 2026, 12:20 AM | +2m 48s | +$1.05 | +1.33M | +23 | ++ | + | + | + |
| 34 | +complete-milestone | +M001 | +opus-4-6 | +Mar 30, 2026, 12:23 AM | +6m 38s | +$3.00 | +4.37M | +72 | ++ | + | + | + |
| 35 | +research-slice | +M004/S02 | +opus-4-6 | +Mar 30, 2026, 06:27 AM | +2m 33s | +$1.29 | +1.94M | +30 | ++ | + | + | + |
| 36 | +plan-slice | +M004/S02 | +opus-4-6 | +Mar 30, 2026, 06:30 AM | +2m 29s | +$0.724 | +857.1k | +22 | ++ | + | + | + |
| 37 | +execute-task | +M004/S02/T01 | +opus-4-6 | +Mar 30, 2026, 06:32 AM | +4m 15s | +$1.33 | +1.20M | +12 | ++ | + | + | + |
| 38 | +execute-task | +M004/S02/T02 | +opus-4-6 | +Mar 30, 2026, 06:37 AM | +3m 49s | +$1.87 | +3.03M | +56 | ++ | + | + | + |
| 39 | +complete-slice | +M004/S02 | +opus-4-6 | +Mar 30, 2026, 06:40 AM | +1m 42s | +$0.596 | +771.7k | +9 | ++ | + | + | + |
| 40 | +research-slice | +M004/S03 | +opus-4-6 | +Mar 30, 2026, 06:42 AM | +3m 10s | +$1.85 | +2.78M | +44 | ++ | + | + | + |
| 41 | +plan-slice | +M004/S03 | +opus-4-6 | +Mar 30, 2026, 06:45 AM | +1m 41s | +$0.601 | +686.3k | +14 | ++ | + | + | + |
| 42 | +execute-task | +M004/S03/T01 | +opus-4-6 | +Mar 30, 2026, 06:47 AM | +2m 26s | +$1.26 | +2.01M | +29 | ++ | + | + | + |
| 43 | +execute-task | +M004/S03/T02 | +opus-4-6 | +Mar 30, 2026, 06:52 AM | +4m 26s | +$2.68 | +4.35M | +45 | ++ | + | + | + |
| 44 | +complete-slice | +M004/S03 | +opus-4-6 | +Mar 30, 2026, 06:57 AM | +1m 38s | +$0.524 | +634.2k | +15 | ++ | + | + | + |
| 45 | +research-slice | +M004/S04 | +opus-4-6 | +Mar 30, 2026, 06:58 AM | +2m 53s | +$1.51 | +2.17M | +47 | ++ | + | + | + |
| 46 | +plan-slice | +M004/S04 | +opus-4-6 | +Mar 30, 2026, 07:01 AM | +2m 59s | +$1.22 | +1.52M | +32 | ++ | + | + | + |
| 47 | +execute-task | +M004/S04/T01 | +opus-4-6 | +Mar 30, 2026, 07:04 AM | +2m 36s | +$1.20 | +1.77M | +28 | ++ | + | + | + |
| 48 | +execute-task | +M004/S04/T02 | +opus-4-6 | +Mar 30, 2026, 07:07 AM | +10m 25s | +$2.37 | +3.78M | +48 | ++ | + | + | + |
| 49 | +execute-task | +M004/S04/T03 | +opus-4-6 | +Mar 30, 2026, 07:17 AM | +1m 48s | +$0.931 | +1.23M | +21 | ++ | + | + | + |
| 50 | +complete-slice | +M004/S04 | +opus-4-6 | +Mar 30, 2026, 07:19 AM | +2m 4s | +$0.807 | +1.06M | +15 | ++ | + | + | + |
| 51 | +validate-milestone | +M004 | +opus-4-6 | +Mar 30, 2026, 07:21 AM | +1m 13s | +$0.335 | +347.7k | +5 | ++ | + | + | + |
| 52 | +complete-milestone | +M004 | +opus-4-6 | +Mar 30, 2026, 07:22 AM | +2m 25s | +$0.981 | +1.42M | +19 | ++ | + | + | + |
| 53 | +execute-task | +M005/S01/T01 | +opus-4-6 | +Mar 30, 2026, 08:24 AM | +3m 44s | +$1.88 | +2.93M | +43 | ++ | + | + | + |
| 54 | +execute-task | +M005/S01/T02 | +opus-4-6 | +Mar 30, 2026, 08:27 AM | +2m 21s | +$0.939 | +1.37M | +29 | ++ | + | + | + |
| 55 | +execute-task | +M005/S01/T03 | +opus-4-6 | +Mar 30, 2026, 08:30 AM | +4m 55s | +$2.27 | +3.27M | +47 | ++ | + | + | + |
| 56 | +complete-slice | +M005/S01 | +opus-4-6 | +Mar 30, 2026, 08:35 AM | +3m 12s | +$1.53 | +2.41M | +26 | ++ | + | + | + |
| 57 | +research-slice | +M005/S02 | +opus-4-6 | +Mar 30, 2026, 08:38 AM | +1m 40s | +$0.769 | +912.7k | +16 | ++ | + | + | + |
| 58 | +plan-slice | +M005/S02 | +opus-4-6 | +Mar 30, 2026, 08:40 AM | +1m 43s | +$0.720 | +956.5k | +16 | ++ | + | + | + |
| 59 | +execute-task | +M005/S02/T01 | +opus-4-6 | +Mar 30, 2026, 08:41 AM | +6m 7s | +$3.56 | +6.03M | +74 | ++ | + | + | + |
| 60 | +complete-slice | +M005/S02 | +opus-4-6 | +Mar 30, 2026, 08:47 AM | +1m 37s | +$0.600 | +828.3k | +15 | ++ | + | + | + |
| 61 | +research-slice | +M005/S03 | +opus-4-6 | +Mar 30, 2026, 08:49 AM | +1m 23s | +$0.641 | +964.9k | +17 | ++ | + | + | + |
| 62 | +plan-slice | +M005/S03 | +opus-4-6 | +Mar 30, 2026, 08:50 AM | +1m 1s | +$0.332 | +356.0k | +6 | ++ | + | + | + |
| 63 | +execute-task | +M005/S03/T01 | +opus-4-6 | +Mar 30, 2026, 08:51 AM | +3m 49s | +$1.82 | +3.05M | +40 | ++ | + | + | + |
| 64 | +complete-slice | +M005/S03 | +opus-4-6 | +Mar 30, 2026, 08:55 AM | +1m 44s | +$0.732 | +1.05M | +13 | ++ | + | + | + |
| 65 | +validate-milestone | +M005 | +opus-4-6 | +Mar 30, 2026, 08:57 AM | +1m 48s | +$0.607 | +833.4k | +11 | ++ | + | + | + |
| 66 | +complete-milestone | +M005 | +opus-4-6 | +Mar 30, 2026, 08:59 AM | +2m 31s | +$1.02 | +1.48M | +20 | ++ | + | + | + |
| 67 | +research-slice | +M006/S01 | +opus-4-6 | +Mar 30, 2026, 10:57 AM | +1m 23s | +$0.666 | +820.0k | +14 | ++ | + | + | + |
| 68 | +plan-slice | +M006/S01 | +opus-4-6 | +Mar 30, 2026, 10:59 AM | +1m 15s | +$0.423 | +499.3k | +10 | ++ | + | + | + |
| 69 | +execute-task | +M006/S01/T01 | +opus-4-6 | +Mar 30, 2026, 11:00 AM | +1m 56s | +$0.919 | +1.43M | +23 | ++ | + | + | + |
| 70 | +complete-slice | +M006/S01 | +opus-4-6 | +Mar 30, 2026, 11:02 AM | +54s | +$0.329 | +354.8k | +6 | ++ | + | + | + |
| 71 | +research-slice | +M006/S02 | +opus-4-6 | +Mar 30, 2026, 11:03 AM | +2m 28s | +$1.13 | +1.66M | +32 | ++ | + | + | + |
| 72 | +plan-slice | +M006/S02 | +opus-4-6 | +Mar 30, 2026, 11:05 AM | +2m 43s | +$1.33 | +2.01M | +32 | ++ | + | + | + |
| 73 | +execute-task | +M006/S02/T01 | +opus-4-6 | +Mar 30, 2026, 11:08 AM | +2m 8s | +$0.939 | +1.39M | +19 | ++ | + | + | + |
| 74 | +execute-task | +M006/S02/T02 | +opus-4-6 | +Mar 30, 2026, 11:10 AM | +4m 36s | +$2.14 | +3.44M | +45 | ++ | + | + | + |
| 75 | +complete-slice | +M006/S02 | +opus-4-6 | +Mar 30, 2026, 11:15 AM | +1m 28s | +$0.540 | +659.5k | +11 | ++ | + | + | + |
| 76 | +research-slice | +M006/S03 | +opus-4-6 | +Mar 30, 2026, 11:16 AM | +2m 53s | +$1.41 | +2.19M | +39 | ++ | + | + | + |
| 77 | +plan-slice | +M006/S03 | +opus-4-6 | +Mar 30, 2026, 11:19 AM | +1m 50s | +$0.765 | +1.03M | +20 | ++ | + | + | + |
| 78 | +execute-task | +M006/S03/T01 | +opus-4-6 | +Mar 30, 2026, 11:21 AM | +2m 58s | +$1.58 | +2.43M | +26 | ++ | + | + | + |
| 79 | +execute-task | +M006/S03/T02 | +opus-4-6 | +Mar 30, 2026, 11:24 AM | +1m 12s | +$0.476 | +710.6k | +11 | ++ | + | + | + |
| 80 | +complete-slice | +M006/S03 | +opus-4-6 | +Mar 30, 2026, 11:25 AM | +1m 6s | +$0.332 | +348.3k | +6 | ++ | + | + | + |
| 81 | +research-slice | +M006/S04 | +opus-4-6 | +Mar 30, 2026, 11:26 AM | +3m 31s | +$2.09 | +3.41M | +47 | ++ | + | + | + |
| 82 | +plan-slice | +M006/S04 | +opus-4-6 | +Mar 30, 2026, 11:30 AM | +1m 37s | +$0.611 | +743.3k | +15 | ++ | + | + | + |
| 83 | +execute-task | +M006/S04/T01 | +opus-4-6 | +Mar 30, 2026, 11:32 AM | +2m 12s | +$1.08 | +1.59M | +26 | ++ | + | + | + |
| 84 | +complete-slice | +M006/S04 | +opus-4-6 | +Mar 30, 2026, 11:34 AM | +1m 6s | +$0.363 | +415.1k | +10 | ++ | + | + | + |
| 85 | +research-slice | +M006/S05 | +opus-4-6 | +Mar 30, 2026, 11:35 AM | +2m 43s | +$1.54 | +2.25M | +39 | ++ | + | + | + |
| 86 | +plan-slice | +M006/S05 | +opus-4-6 | +Mar 30, 2026, 11:38 AM | +4m 10s | +$2.02 | +3.19M | +48 | ++ | + | + | + |
| 87 | +execute-task | +M006/S05/T01 | +opus-4-6 | +Mar 30, 2026, 11:42 AM | +2m 0s | +$0.902 | +1.44M | +21 | ++ | + | + | + |
| 88 | +execute-task | +M006/S05/T02 | +opus-4-6 | +Mar 30, 2026, 11:44 AM | +4m 32s | +$1.90 | +2.92M | +40 | ++ | + | + | + |
| 89 | +complete-slice | +M006/S05 | +opus-4-6 | +Mar 30, 2026, 11:48 AM | +4m 45s | +$2.10 | +3.39M | +49 | ++ | + | + | + |
| 90 | +research-slice | +M006/S06 | +opus-4-6 | +Mar 30, 2026, 11:53 AM | +2m 20s | +$1.31 | +1.94M | +40 | ++ | + | + | + |
| 91 | +plan-slice | +M006/S06 | +opus-4-6 | +Mar 30, 2026, 11:55 AM | +2m 57s | +$1.49 | +2.17M | +32 | ++ | + | + | + |
| 92 | +execute-task | +M006/S06/T01 | +opus-4-6 | +Mar 30, 2026, 11:58 AM | +2m 2s | +$1.14 | +1.65M | +24 | ++ | + | + | + |
| 93 | +execute-task | +M006/S06/T02 | +opus-4-6 | +Mar 30, 2026, 12:00 PM | +4m 29s | +$2.14 | +3.49M | +57 | ++ | + | + | + |
| 94 | +complete-slice | +M006/S06 | +opus-4-6 | +Mar 30, 2026, 12:05 PM | +2m 6s | +$0.770 | +1.04M | +21 | ++ | + | + | + |
| 95 | +validate-milestone | +M006 | +opus-4-6 | +Mar 30, 2026, 12:07 PM | +2m 48s | +$1.06 | +1.53M | +27 | ++ | + | + | + |
| 96 | +complete-milestone | +M006 | +opus-4-6 | +Mar 30, 2026, 12:10 PM | +2m 45s | +$1.11 | +1.63M | +30 | ++ | + | + | + |
| 97 | +research-slice | +M007/S01 | +opus-4-6 | +Mar 30, 2026, 06:11 PM | +3m 38s | +$1.23 | +1.77M | +37 | ++ | + | + | + |
| 98 | +plan-slice | +M007/S01 | +opus-4-6 | +Mar 30, 2026, 06:15 PM | +3m 13s | +$0.901 | +1.11M | +26 | ++ | + | + | + |
| 99 | +execute-task | +M007/S01/T01 | +opus-4-6 | +Mar 30, 2026, 06:18 PM | +4m 54s | +$1.65 | +2.46M | +39 | ++ | + | + | + |
| 100 | +execute-task | +M007/S01/T02 | +opus-4-6 | +Mar 30, 2026, 06:23 PM | +31m 10s | +$4.28 | +5.38M | +71 | ++ | + | + | + |
| 101 | +complete-slice | +M007/S01 | +opus-4-6 | +Mar 30, 2026, 06:54 PM | +2m 30s | +$0.791 | +999.6k | +17 | ++ | + | + | + |
| 102 | +research-slice | +M007/S02 | +opus-4-6 | +Mar 30, 2026, 06:57 PM | +1m 29s | +$0.680 | +952.0k | +17 | ++ | + | + | + |
| 103 | +plan-slice | +M007/S02 | +opus-4-6 | +Mar 30, 2026, 06:58 PM | +47s | +$0.369 | +433.6k | +9 | ++ | + | + | + |
| 104 | +execute-task | +M007/S02/T01 | +opus-4-6 | +Mar 30, 2026, 06:59 PM | +7m 45s | +$3.67 | +5.95M | +72 | ++ | + | + | + |
| 105 | +complete-slice | +M007/S02 | +opus-4-6 | +Mar 30, 2026, 07:07 PM | +2m 59s | +$1.06 | +1.55M | +24 | ++ | + | + | + |
| 106 | +research-slice | +M007/S03 | +opus-4-6 | +Mar 30, 2026, 07:10 PM | +2m 29s | +$0.944 | +1.34M | +28 | ++ | + | + | + |
| 107 | +plan-slice | +M007/S03 | +opus-4-6 | +Mar 30, 2026, 07:12 PM | +2m 9s | +$0.644 | +724.3k | +17 | ++ | + | + | + |
| 108 | +execute-task | +M007/S03/T01 | +opus-4-6 | +Mar 30, 2026, 07:15 PM | +2m 39s | +$1.04 | +1.51M | +24 | ++ | + | + | + |
| 109 | +execute-task | +M007/S03/T02 | +opus-4-6 | +Mar 30, 2026, 07:17 PM | +6m 51s | +$1.90 | +3.05M | +53 | ++ | + | + | + |
| 110 | +complete-slice | +M007/S03 | +opus-4-6 | +Mar 30, 2026, 07:24 PM | +1m 58s | +$0.735 | +1.02M | +14 | ++ | + | + | + |
| 111 | +research-slice | +M007/S04 | +opus-4-6 | +Mar 30, 2026, 07:26 PM | +2m 25s | +$1.19 | +1.60M | +28 | ++ | + | + | + |
| 112 | +plan-slice | +M007/S04 | +opus-4-6 | +Mar 30, 2026, 07:29 PM | +1m 57s | +$0.650 | +830.7k | +11 | ++ | + | + | + |
| 113 | +execute-task | +M007/S04/T01 | +opus-4-6 | +Mar 30, 2026, 07:31 PM | +3m 8s | +$1.55 | +2.46M | +34 | ++ | + | + | + |
| 114 | +execute-task | +M007/S04/T02 | +opus-4-6 | +Mar 30, 2026, 07:34 PM | +2m 36s | +$1.29 | +2.04M | +26 | ++ | + | + | + |
| 115 | +complete-slice | +M007/S04 | +opus-4-6 | +Mar 30, 2026, 07:36 PM | +1m 6s | +$0.356 | +416.3k | +6 | ++ | + | + | + |
| 116 | +research-slice | +M007/S05 | +opus-4-6 | +Mar 30, 2026, 07:37 PM | +1m 34s | +$0.669 | +1.02M | +17 | ++ | + | + | + |
| 117 | +plan-slice | +M007/S05 | +opus-4-6 | +Mar 30, 2026, 07:39 PM | +37s | +$0.224 | +209.7k | +4 | ++ | + | + | + |
| 118 | +execute-task | +M007/S05/T01 | +opus-4-6 | +Mar 30, 2026, 07:40 PM | +1m 33s | +$0.726 | +1.16M | +16 | ++ | + | + | + |
| 119 | +complete-slice | +M007/S05 | +opus-4-6 | +Mar 30, 2026, 07:41 PM | +1m 0s | +$0.381 | +484.9k | +12 | ++ | + | + | + |
| 120 | +research-slice | +M007/S06 | +opus-4-6 | +Mar 30, 2026, 07:42 PM | +2m 8s | +$1.03 | +1.50M | +27 | ++ | + | + | + |
| 121 | +plan-slice | +M007/S06 | +opus-4-6 | +Mar 30, 2026, 07:44 PM | +1m 11s | +$0.493 | +647.7k | +9 | ++ | + | + | + |
| 122 | +execute-task | +M007/S06/T01 | +opus-4-6 | +Mar 30, 2026, 07:46 PM | +2m 26s | +$0.715 | +1.11M | +20 | ++ | + | + | + |
| 123 | +complete-slice | +M007/S06 | +opus-4-6 | +Mar 30, 2026, 07:48 PM | +50s | +$0.293 | +344.8k | +4 | ++ | + | + | + |
| 124 | +validate-milestone | +M007 | +opus-4-6 | +Mar 30, 2026, 07:49 PM | +1m 55s | +$0.700 | +955.3k | +19 | ++ | + | + | + |
| 125 | +complete-milestone | +M007 | +opus-4-6 | +Mar 30, 2026, 07:51 PM | +1m 54s | +$0.704 | +951.5k | +17 | ++ | + | + | + |
| 126 | +research-slice | +M008/S01 | +opus-4-6 | +Mar 31, 2026, 04:52 AM | +2m 57s | +$1.32 | +2.02M | +40 | ++ | + | + | + |
| 127 | +plan-slice | +M008/S01 | +opus-4-6 | +Mar 31, 2026, 04:55 AM | +2m 10s | +$0.975 | +1.38M | +31 | ++ | + | + | + |
| 128 | +execute-task | +M008/S01/T01 | +opus-4-6 | +Mar 31, 2026, 04:58 AM | +4m 45s | +$2.38 | +3.75M | +48 | ++ | + | + | + |
| 129 | +execute-task | +M008/S01/T02 | +opus-4-6 | +Mar 31, 2026, 05:02 AM | +1m 17s | +$0.628 | +888.9k | +12 | ++ | + | + | + |
| 130 | +complete-slice | +M008/S01 | +opus-4-6 | +Mar 31, 2026, 05:04 AM | +1m 22s | +$0.439 | +503.4k | +6 | ++ | + | + | + |
| 131 | +research-slice | +M008/S02 | +opus-4-6 | +Mar 31, 2026, 05:05 AM | +3m 29s | +$1.66 | +2.67M | +45 | ++ | + | + | + |
| 132 | +plan-slice | +M008/S02 | +opus-4-6 | +Mar 31, 2026, 05:08 AM | +1m 56s | +$0.828 | +1.16M | +29 | ++ | + | + | + |
| 133 | +execute-task | +M008/S02/T01 | +opus-4-6 | +Mar 31, 2026, 05:10 AM | +2m 21s | +$1.06 | +1.65M | +28 | ++ | + | + | + |
| 134 | +execute-task | +M008/S02/T02 | +opus-4-6 | +Mar 31, 2026, 05:13 AM | +1m 40s | +$0.761 | +1.16M | +20 | ++ | + | + | + |
| 135 | +complete-slice | +M008/S02 | +opus-4-6 | +Mar 31, 2026, 05:14 AM | +58s | +$0.325 | +353.1k | +6 | ++ | + | + | + |
| 136 | +research-slice | +M008/S03 | +opus-4-6 | +Mar 31, 2026, 05:15 AM | +2m 14s | +$1.18 | +1.81M | +32 | ++ | + | + | + |
| 137 | +plan-slice | +M008/S03 | +opus-4-6 | +Mar 31, 2026, 05:18 AM | +1m 22s | +$0.415 | +429.6k | +13 | ++ | + | + | + |
| 138 | +execute-task | +M008/S03/T01 | +opus-4-6 | +Mar 31, 2026, 05:19 AM | +4m 1s | +$2.14 | +3.44M | +41 | ++ | + | + | + |
| 139 | +execute-task | +M008/S03/T02 | +opus-4-6 | +Mar 31, 2026, 05:23 AM | +2m 39s | +$1.33 | +2.08M | +24 | ++ | + | + | + |
| 140 | +complete-slice | +M008/S03 | +opus-4-6 | +Mar 31, 2026, 05:26 AM | +1m 51s | +$0.776 | +1.17M | +16 | ++ | + | + | + |
| 141 | +validate-milestone | +M008 | +opus-4-6 | +Mar 31, 2026, 05:28 AM | +1m 37s | +$0.379 | +413.3k | +5 | ++ | + | + | + |
| 142 | +complete-milestone | +M008 | +opus-4-6 | +Mar 31, 2026, 05:29 AM | +1m 36s | +$0.564 | +771.7k | +14 | ++ | + | + | + |
| 143 | +research-slice | +M009/S01 | +opus-4-6 | +Mar 31, 2026, 05:31 AM | +1m 10s | +$0.424 | +555.0k | +13 | ++ | + | + | + |
| 144 | +plan-slice | +M009/S01 | +opus-4-6 | +Mar 31, 2026, 05:32 AM | +1m 6s | +$0.344 | +363.5k | +7 | ++ | + | + | + |
| 145 | +execute-task | +M009/S01/T01 | +opus-4-6 | +Mar 31, 2026, 05:33 AM | +1m 45s | +$0.826 | +1.26M | +20 | ++ | + | + | + |
| 146 | +execute-task | +M009/S01/T02 | +opus-4-6 | +Mar 31, 2026, 05:35 AM | +1m 39s | +$0.814 | +1.23M | +19 | ++ | + | + | + |
| 147 | +complete-slice | +M009/S01 | +opus-4-6 | +Mar 31, 2026, 05:37 AM | +57s | +$0.314 | +394.8k | +11 | ++ | + | + | + |
| 148 | +research-slice | +M009/S02 | +opus-4-6 | +Mar 31, 2026, 05:38 AM | +1m 7s | +$0.462 | +678.9k | +14 | ++ | + | + | + |
| 149 | +plan-slice | +M009/S02 | +opus-4-6 | +Mar 31, 2026, 05:39 AM | +49s | +$0.364 | +492.7k | +8 | ++ | + | + | + |
| 150 | +execute-task | +M009/S02/T01 | +opus-4-6 | +Mar 31, 2026, 05:40 AM | +1m 48s | +$0.809 | +1.19M | +20 | ++ | + | + | + |
| 151 | +complete-slice | +M009/S02 | +opus-4-6 | +Mar 31, 2026, 05:41 AM | +44s | +$0.360 | +487.8k | +7 | ++ | + | + | + |
| 152 | +research-slice | +M009/S03 | +opus-4-6 | +Mar 31, 2026, 05:42 AM | +1m 31s | +$0.735 | +1.09M | +21 | ++ | + | + | + |
| 153 | +plan-slice | +M009/S03 | +opus-4-6 | +Mar 31, 2026, 05:44 AM | +1m 7s | +$0.409 | +392.9k | +9 | ++ | + | + | + |
| 154 | +execute-task | +M009/S03/T01 | +opus-4-6 | +Mar 31, 2026, 05:45 AM | +1m 10s | +$0.624 | +905.7k | +12 | ++ | + | + | + |
| 155 | +execute-task | +M009/S03/T02 | +opus-4-6 | +Mar 31, 2026, 05:46 AM | +2m 16s | +$0.982 | +1.39M | +23 | ++ | + | + | + |
| 156 | +complete-slice | +M009/S03 | +opus-4-6 | +Mar 31, 2026, 05:48 AM | +1m 9s | +$0.412 | +496.4k | +7 | ++ | + | + | + |
| 157 | +validate-milestone | +M009 | +opus-4-6 | +Mar 31, 2026, 05:49 AM | +1m 2s | +$0.256 | +272.2k | +3 | ++ | + | + | + |
| 158 | +complete-milestone | +M009 | +opus-4-6 | +Mar 31, 2026, 05:51 AM | +1m 24s | +$0.604 | +857.6k | +12 | ++ | + | + | + |
| 159 | +research-slice | +M010/S01 | +opus-4-6 | +Mar 31, 2026, 05:52 AM | +1m 45s | +$0.693 | +911.2k | +21 | ++ | + | + | + |
| 160 | +plan-slice | +M010/S01 | +opus-4-6 | +Mar 31, 2026, 05:54 AM | +1m 30s | +$0.662 | +902.9k | +19 | ++ | + | + | + |
| 161 | +execute-task | +M010/S01/T01 | +opus-4-6 | +Mar 31, 2026, 05:55 AM | +3m 50s | +$2.24 | +3.50M | +40 | ++ | + | + | + |
| 162 | +execute-task | +M010/S01/T02 | +opus-4-6 | +Mar 31, 2026, 05:59 AM | +3m 41s | +$1.78 | +2.75M | +36 | ++ | + | + | + |
| 163 | +complete-slice | +M010/S01 | +opus-4-6 | +Mar 31, 2026, 06:03 AM | +1m 19s | +$0.428 | +501.7k | +7 | ++ | + | + | + |
| 164 | +research-slice | +M010/S02 | +opus-4-6 | +Mar 31, 2026, 06:04 AM | +2m 37s | +$1.12 | +1.74M | +35 | ++ | + | + | + |
| 165 | +plan-slice | +M010/S02 | +opus-4-6 | +Mar 31, 2026, 06:07 AM | +2m 12s | +$0.853 | +1.17M | +25 | ++ | + | + | + |
| 166 | +execute-task | +M010/S02/T01 | +opus-4-6 | +Mar 31, 2026, 06:09 AM | +4m 27s | +$2.04 | +3.10M | +41 | ++ | + | + | + |
| 167 | +execute-task | +M010/S02/T02 | +opus-4-6 | +Mar 31, 2026, 06:13 AM | +1m 25s | +$0.620 | +924.4k | +14 | ++ | + | + | + |
| 168 | +complete-slice | +M010/S02 | +opus-4-6 | +Mar 31, 2026, 06:15 AM | +4m 53s | +$1.45 | +2.37M | +33 | ++ | + | + | + |
| 169 | +research-slice | +M010/S03 | +opus-4-6 | +Mar 31, 2026, 06:20 AM | +2m 29s | +$1.26 | +1.94M | +45 | ++ | + | + | + |
| 170 | +plan-slice | +M010/S03 | +opus-4-6 | +Mar 31, 2026, 06:22 AM | +1m 26s | +$0.615 | +806.9k | +19 | ++ | + | + | + |
| 171 | +execute-task | +M010/S03/T01 | +opus-4-6 | +Mar 31, 2026, 06:24 AM | +1m 48s | +$0.868 | +1.34M | +20 | ++ | + | + | + |
| 172 | +execute-task | +M010/S03/T02 | +opus-4-6 | +Mar 31, 2026, 06:26 AM | +1m 5s | +$0.696 | +968.2k | +13 | ++ | + | + | + |
| 173 | +complete-slice | +M010/S03 | +opus-4-6 | +Mar 31, 2026, 06:27 AM | +1m 0s | +$0.327 | +396.9k | +11 | ++ | + | + | + |
| 174 | +research-slice | +M010/S04 | +opus-4-6 | +Mar 31, 2026, 06:28 AM | +2m 49s | +$1.56 | +2.52M | +35 | ++ | + | + | + |
| 175 | +plan-slice | +M010/S04 | +opus-4-6 | +Mar 31, 2026, 06:31 AM | +1m 40s | +$0.716 | +908.3k | +18 | ++ | + | + | + |
| 176 | +execute-task | +M010/S04/T01 | +opus-4-6 | +Mar 31, 2026, 06:32 AM | +2m 51s | +$1.45 | +2.20M | +31 | ++ | + | + | + |
| 177 | +execute-task | +M010/S04/T02 | +opus-4-6 | +Mar 31, 2026, 06:35 AM | +3m 23s | +$1.74 | +2.48M | +34 | ++ | + | + | + |
| 178 | +complete-slice | +M010/S04 | +opus-4-6 | +Mar 31, 2026, 06:39 AM | +1m 32s | +$0.597 | +693.8k | +12 | ++ | + | + | + |
| 179 | +validate-milestone | +M010 | +opus-4-6 | +Mar 31, 2026, 06:40 AM | +1m 51s | +$0.548 | +704.5k | +9 | ++ | + | + | + |
| 180 | +complete-milestone | +M010 | +opus-4-6 | +Mar 31, 2026, 06:42 AM | +4m 0s | +$1.60 | +2.45M | +35 | ++ | + | + | + |
| 181 | +research-slice | +M011/S01 | +opus-4-6 | +Mar 31, 2026, 08:13 AM | +2m 7s | +$0.919 | +1.27M | +34 | ++ | + | + | + |
| 182 | +plan-slice | +M011/S01 | +opus-4-6 | +Mar 31, 2026, 08:16 AM | +2m 30s | +$0.903 | +1.18M | +30 | ++ | + | + | + |
| 183 | +execute-task | +M011/S01/T01 | +opus-4-6 | +Mar 31, 2026, 08:18 AM | +4m 0s | +$1.92 | +2.95M | +55 | ++ | + | + | + |
| 184 | +execute-task | +M011/S01/T02 | +opus-4-6 | +Mar 31, 2026, 08:22 AM | +1m 59s | +$1.11 | +1.70M | +22 | ++ | + | + | + |
| 185 | +complete-slice | +M011/S01 | +opus-4-6 | +Mar 31, 2026, 08:24 AM | +1m 32s | +$0.563 | +729.1k | +9 | ++ | + | + | + |
| 186 | +research-slice | +M011/S02 | +opus-4-6 | +Mar 31, 2026, 08:26 AM | +2m 2s | +$0.919 | +1.38M | +25 | ++ | + | + | + |
| 187 | +plan-slice | +M011/S02 | +opus-4-6 | +Mar 31, 2026, 08:28 AM | +1m 33s | +$0.477 | +505.6k | +12 | ++ | + | + | + |
| 188 | +execute-task | +M011/S02/T01 | +opus-4-6 | +Mar 31, 2026, 08:29 AM | +1m 7s | +$0.530 | +793.4k | +11 | ++ | + | + | + |
| 189 | +execute-task | +M011/S02/T02 | +opus-4-6 | +Mar 31, 2026, 08:30 AM | +1m 12s | +$0.553 | +855.1k | +12 | ++ | + | + | + |
| 190 | +execute-task | +M011/S02/T03 | +opus-4-6 | +Mar 31, 2026, 08:32 AM | +2m 56s | +$1.51 | +2.45M | +36 | ++ | + | + | + |
| 191 | +complete-slice | +M011/S02 | +opus-4-6 | +Mar 31, 2026, 08:35 AM | +1m 47s | +$0.673 | +870.0k | +23 | ++ | + | + | + |
| 192 | +research-slice | +M011/S03 | +opus-4-6 | +Mar 31, 2026, 08:36 AM | +1m 43s | +$0.514 | +639.1k | +18 | ++ | + | + | + |
| 193 | +plan-slice | +M011/S03 | +opus-4-6 | +Mar 31, 2026, 08:38 AM | +1m 29s | +$0.535 | +480.8k | +10 | ++ | + | + | + |
| 194 | +execute-task | +M011/S03/T01 | +opus-4-6 | +Mar 31, 2026, 08:40 AM | +2m 5s | +$0.998 | +1.47M | +22 | ++ | + | + | + |
| 195 | +execute-task | +M011/S03/T02 | +opus-4-6 | +Mar 31, 2026, 08:42 AM | +3m 17s | +$1.66 | +2.55M | +30 | ++ | + | + | + |
| 196 | +complete-slice | +M011/S03 | +opus-4-6 | +Mar 31, 2026, 08:45 AM | +1m 22s | +$0.509 | +692.5k | +11 | ++ | + | + | + |
| 197 | +research-slice | +M011/S04 | +opus-4-6 | +Mar 31, 2026, 08:46 AM | +1m 49s | +$0.546 | +639.2k | +16 | ++ | + | + | + |
| 198 | +plan-slice | +M011/S04 | +opus-4-6 | +Mar 31, 2026, 08:48 AM | +1m 27s | +$0.454 | +497.9k | +13 | ++ | + | + | + |
| 199 | +execute-task | +M011/S04/T01 | +opus-4-6 | +Mar 31, 2026, 08:50 AM | +2m 33s | +$1.54 | +2.40M | +27 | ++ | + | + | + |
| 200 | +execute-task | +M011/S04/T02 | +opus-4-6 | +Mar 31, 2026, 08:52 AM | +3m 27s | +$2.02 | +3.37M | +44 | ++ | + | + | + |
| 201 | +complete-slice | +M011/S04 | +opus-4-6 | +Mar 31, 2026, 08:56 AM | +2m 4s | +$0.670 | +803.9k | +24 | ++ | + | + | + |
| 202 | +validate-milestone | +M011 | +opus-4-6 | +Mar 31, 2026, 08:58 AM | +1m 32s | +$0.351 | +291.0k | +5 | ++ | + | + | + |
| 203 | +complete-milestone | +M011 | +opus-4-6 | +Mar 31, 2026, 08:59 AM | +2m 57s | +$1.17 | +1.50M | +39 | ++ | + | + | + |
| 204 | +execute-task | +M012/S01/T01 | +opus-4-6 | +Apr 1, 2026, 06:08 AM | +6m 30s | +$2.61 | +3.76M | +41 | ++ | + | + | + |
| 205 | +execute-task | +M012/S01/T02 | +opus-4-6 | +Apr 1, 2026, 06:15 AM | +2m 34s | +$1.49 | +2.17M | +24 | ++ | + | + | + |
| 206 | +execute-task | +M012/S01/T03 | +opus-4-6 | +Apr 1, 2026, 06:17 AM | +3m 33s | +$1.84 | +2.96M | +37 | ++ | + | + | + |
| 207 | +complete-slice | +M012/S01 | +opus-4-6 | +Apr 1, 2026, 06:21 AM | +2m 22s | +$0.797 | +1.09M | +24 | ++ | + | + | + |
| 208 | +execute-task | +M012/S02/T01 | +opus-4-6 | +Apr 1, 2026, 06:23 AM | +4m 3s | +$1.88 | +2.83M | +37 | ++ | + | + | + |
| 209 | +execute-task | +M012/S02/T02 | +opus-4-6 | +Apr 1, 2026, 06:27 AM | +5m 53s | +$3.25 | +5.35M | +65 | ++ | + | + | + |
| 210 | +complete-slice | +M012/S02 | +opus-4-6 | +Apr 1, 2026, 06:33 AM | +1m 40s | +$0.525 | +637.9k | +14 | ++ | + | + | + |
| 211 | +validate-milestone | +M012 | +opus-4-6 | +Apr 1, 2026, 06:35 AM | +1m 30s | +$0.541 | +811.4k | +11 | ++ | + | + | + |
| 212 | +complete-milestone | +M012 | +opus-4-6 | +Apr 1, 2026, 06:37 AM | +1m 56s | +$0.706 | +1.01M | +16 | ++ | + | + | + |
| 213 | +research-slice | +M013/S01 | +opus-4-6 | +Apr 1, 2026, 08:39 AM | +2m 6s | +$0.929 | +1.38M | +26 | ++ | + | + | + |
| 214 | +plan-slice | +M013/S01 | +opus-4-6 | +Apr 1, 2026, 08:41 AM | +1m 30s | +$0.500 | +595.8k | +13 | ++ | + | + | + |
| 215 | +execute-task | +M013/S01/T01 | +opus-4-6 | +Apr 1, 2026, 08:42 AM | +2m 20s | +$0.737 | +872.8k | +12 | ++ | + | + | + |
| 216 | +complete-slice | +M013/S01 | +opus-4-6 | +Apr 1, 2026, 08:45 AM | +1m 10s | +$0.363 | +416.6k | +8 | ++ | + | + | + |
| 217 | +research-slice | +M013/S02 | +opus-4-6 | +Apr 1, 2026, 08:46 AM | +2m 29s | +$1.26 | +1.88M | +33 | ++ | + | + | + |
| 218 | +plan-slice | +M013/S02 | +opus-4-6 | +Apr 1, 2026, 08:48 AM | +2m 13s | +$0.704 | +653.3k | +13 | ++ | + | + | + |
| 219 | +execute-task | +M013/S02/T01 | +opus-4-6 | +Apr 1, 2026, 08:51 AM | +2m 40s | +$0.785 | +874.6k | +16 | ++ | + | + | + |
| 220 | +execute-task | +M013/S02/T02 | +opus-4-6 | +Apr 1, 2026, 08:53 AM | +3m 25s | +$1.31 | +1.83M | +35 | ++ | + | + | + |
| 221 | +complete-slice | +M013/S02 | +opus-4-6 | +Apr 1, 2026, 08:57 AM | +5m 1s | +$2.11 | +3.28M | +44 | ++ | + | + | + |
| 222 | +research-slice | +M013/S03 | +opus-4-6 | +Apr 1, 2026, 09:02 AM | +1m 32s | +$0.541 | +628.2k | +15 | ++ | + | + | + |
| 223 | +plan-slice | +M013/S03 | +opus-4-6 | +Apr 1, 2026, 09:03 AM | +1m 47s | +$0.562 | +568.5k | +12 | ++ | + | + | + |
| 224 | +execute-task | +M013/S03/T01 | +opus-4-6 | +Apr 1, 2026, 09:05 AM | +2m 30s | +$0.731 | +775.1k | +14 | ++ | + | + | + |
| 225 | +execute-task | +M013/S03/T02 | +opus-4-6 | +Apr 1, 2026, 09:08 AM | +2m 41s | +$1.11 | +1.56M | +22 | ++ | + | + | + |
| 226 | +complete-slice | +M013/S03 | +opus-4-6 | +Apr 1, 2026, 09:10 AM | +1m 27s | +$0.519 | +634.1k | +12 | ++ | + | + | + |
| 227 | +research-slice | +M013/S04 | +opus-4-6 | +Apr 1, 2026, 09:12 AM | +1m 55s | +$1.00 | +1.35M | +32 | ++ | + | + | + |
| 228 | +plan-slice | +M013/S04 | +opus-4-6 | +Apr 1, 2026, 09:14 AM | +1m 38s | +$0.595 | +591.9k | +16 | ++ | + | + | + |
| 229 | +execute-task | +M013/S04/T01 | +opus-4-6 | +Apr 1, 2026, 09:15 AM | +4m 38s | +$1.63 | +2.13M | +27 | ++ | + | + | + |
| 230 | +execute-task | +M013/S04/T02 | +opus-4-6 | +Apr 1, 2026, 09:20 AM | +4m 18s | +$1.90 | +2.65M | +35 | ++ | + | + | + |
| 231 | +complete-slice | +M013/S04 | +opus-4-6 | +Apr 1, 2026, 09:24 AM | +1m 43s | +$0.514 | +572.0k | +11 | ++ | + | + | + |
| 232 | +validate-milestone | +M013 | +opus-4-6 | +Apr 1, 2026, 09:26 AM | +2m 0s | +$0.753 | +1.03M | +16 | ++ | + | + | + |
| 233 | +complete-milestone | +M013 | +opus-4-6 | +Apr 1, 2026, 09:28 AM | +2m 58s | +$0.837 | +1.04M | +18 | ++ | + | + | + |
| 234 | +research-slice | +M014/S01 | +opus-4-6 | +Apr 3, 2026, 12:43 AM | +3m 7s | +$1.67 | +2.52M | +38 | ++ | + | + | + |
| 235 | +plan-slice | +M014/S01 | +opus-4-6 | +Apr 3, 2026, 12:46 AM | +2m 13s | +$0.764 | +991.7k | +19 | ++ | + | + | + |
| 236 | +execute-task | +M014/S01/T01 | +opus-4-6 | +Apr 3, 2026, 12:48 AM | +1m 32s | +$0.519 | +675.9k | +9 | ++ | + | + | + |
| 237 | +execute-task | +M014/S01/T02 | +opus-4-6 | +Apr 3, 2026, 12:50 AM | +2m 16s | +$0.900 | +1.19M | +17 | ++ | + | + | + |
| 238 | +execute-task | +M014/S01/T03 | +opus-4-6 | +Apr 3, 2026, 12:52 AM | +1m 38s | +$0.610 | +738.0k | +11 | ++ | + | + | + |
| 239 | +complete-slice | +M014/S01 | +opus-4-6 | +Apr 3, 2026, 12:54 AM | +1m 23s | +$0.420 | +433.2k | +12 | ++ | + | + | + |
| 240 | +research-slice | +M014/S02 | +opus-4-6 | +Apr 3, 2026, 12:55 AM | +2m 46s | +$1.25 | +1.75M | +28 | ++ | + | + | + |
| 241 | +plan-slice | +M014/S02 | +opus-4-6 | +Apr 3, 2026, 12:58 AM | +1m 59s | +$0.629 | +713.4k | +16 | ++ | + | + | + |
| 242 | +execute-task | +M014/S02/T01 | +opus-4-6 | +Apr 3, 2026, 01:00 AM | +2m 22s | +$0.542 | +592.4k | +8 | ++ | + | + | + |
| 243 | +execute-task | +M014/S02/T02 | +opus-4-6 | +Apr 3, 2026, 01:03 AM | +2m 23s | +$0.859 | +1.09M | +16 | ++ | + | + | + |
| 244 | +execute-task | +M014/S02/T03 | +opus-4-6 | +Apr 3, 2026, 01:05 AM | +3m 15s | +$1.37 | +1.93M | +28 | ++ | + | + | + |
| 245 | +complete-slice | +M014/S02 | +opus-4-6 | +Apr 3, 2026, 01:08 AM | +1m 37s | +$0.547 | +704.8k | +12 | ++ | + | + | + |
| 246 | +research-slice | +M014/S03 | +opus-4-6 | +Apr 3, 2026, 01:10 AM | +2m 32s | +$1.23 | +1.76M | +31 | ++ | + | + | + |
| 247 | +plan-slice | +M014/S03 | +opus-4-6 | +Apr 3, 2026, 01:12 AM | +1m 44s | +$0.543 | +655.2k | +15 | ++ | + | + | + |
| 248 | +execute-task | +M014/S03/T01 | +opus-4-6 | +Apr 3, 2026, 01:14 AM | +1m 52s | +$0.760 | +1.05M | +15 | ++ | + | + | + |
| 249 | +execute-task | +M014/S03/T02 | +opus-4-6 | +Apr 3, 2026, 01:16 AM | +3m 0s | +$1.49 | +2.48M | +36 | ++ | + | + | + |
| 250 | +complete-slice | +M014/S03 | +opus-4-6 | +Apr 3, 2026, 01:19 AM | +57s | +$0.322 | +350.1k | +6 | ++ | + | + | + |
| 251 | +research-slice | +M014/S04 | +opus-4-6 | +Apr 3, 2026, 01:20 AM | +3m 33s | +$1.66 | +2.57M | +43 | ++ | + | + | + |
| 252 | +plan-slice | +M014/S04 | +opus-4-6 | +Apr 3, 2026, 01:24 AM | +2m 5s | +$0.631 | +652.2k | +13 | ++ | + | + | + |
| 253 | +execute-task | +M014/S04/T01 | +opus-4-6 | +Apr 3, 2026, 01:26 AM | +3m 10s | +$1.57 | +2.43M | +36 | ++ | + | + | + |
| 254 | +execute-task | +M014/S04/T02 | +opus-4-6 | +Apr 3, 2026, 01:29 AM | +3m 54s | +$1.25 | +1.43M | +27 | ++ | + | + | + |
| 255 | +complete-slice | +M014/S04 | +opus-4-6 | +Apr 3, 2026, 01:33 AM | +1m 20s | +$0.533 | +723.1k | +10 | ++ | + | + | + |
| 256 | +research-slice | +M014/S05 | +opus-4-6 | +Apr 3, 2026, 01:34 AM | +2m 24s | +$1.05 | +1.61M | +34 | ++ | + | + | + |
| 257 | +plan-slice | +M014/S05 | +opus-4-6 | +Apr 3, 2026, 01:37 AM | +2m 4s | +$0.754 | +930.6k | +16 | ++ | + | + | + |
| 258 | +execute-task | +M014/S05/T01 | +opus-4-6 | +Apr 3, 2026, 01:39 AM | +3m 46s | +$1.84 | +2.79M | +36 | ++ | + | + | + |
| 259 | +execute-task | +M014/S05/T02 | +opus-4-6 | +Apr 3, 2026, 01:42 AM | +3m 25s | +$1.31 | +2.02M | +25 | ++ | + | + | + |
| 260 | +complete-slice | +M014/S05 | +opus-4-6 | +Apr 3, 2026, 01:46 AM | +1m 21s | +$0.405 | +487.1k | +10 | ++ | + | + | + |
| 261 | +research-slice | +M014/S06 | +opus-4-6 | +Apr 3, 2026, 01:47 AM | +2m 9s | +$1.35 | +1.95M | +29 | ++ | + | + | + |
| 262 | +plan-slice | +M014/S06 | +opus-4-6 | +Apr 3, 2026, 01:50 AM | +2m 20s | +$1.02 | +1.41M | +32 | ++ | + | + | + |
| 263 | +execute-task | +M014/S06/T01 | +opus-4-6 | +Apr 3, 2026, 01:52 AM | +3m 12s | +$1.68 | +2.62M | +32 | ++ | + | + | + |
| 264 | +execute-task | +M014/S06/T02 | +opus-4-6 | +Apr 3, 2026, 01:55 AM | +4m 14s | +$1.96 | +3.13M | +38 | ++ | + | + | + |
| 265 | +complete-slice | +M014/S06 | +opus-4-6 | +Apr 3, 2026, 01:59 AM | +1m 46s | +$0.610 | +801.8k | +11 | ++ | + | + | + |
| 266 | +research-slice | +M014/S07 | +opus-4-6 | +Apr 3, 2026, 02:01 AM | +3m 5s | +$1.68 | +2.61M | +39 | ++ | + | + | + |
| 267 | +plan-slice | +M014/S07 | +opus-4-6 | +Apr 3, 2026, 02:04 AM | +3m 41s | +$1.28 | +1.83M | +34 | ++ | + | + | + |
| 268 | +execute-task | +M014/S07/T01 | +opus-4-6 | +Apr 3, 2026, 02:08 AM | +4m 31s | +$1.65 | +2.21M | +28 | ++ | + | + | + |
| 269 | +execute-task | +M014/S07/T02 | +opus-4-6 | +Apr 3, 2026, 02:12 AM | +2m 8s | +$1.03 | +1.35M | +18 | ++ | + | + | + |
| 270 | +complete-slice | +M014/S07 | +opus-4-6 | +Apr 3, 2026, 02:15 AM | +1m 45s | +$0.686 | +951.9k | +13 | ++ | + | + | + |
| 271 | +validate-milestone | +M014 | +opus-4-6 | +Apr 3, 2026, 02:16 AM | +2m 6s | +$0.714 | +856.4k | +16 | ++ | + | + | + |
| 272 | +complete-milestone | +M014 | +opus-4-6 | +Apr 3, 2026, 02:19 AM | +2m 28s | +$1.03 | +1.43M | +21 | ++ | + | + | + |
| 273 | +research-slice | +M015/S01 | +opus-4-6 | +Apr 3, 2026, 03:57 AM | +1m 22s | +$0.523 | +711.6k | +21 | ++ | + | + | + |
| 274 | +plan-slice | +M015/S01 | +opus-4-6 | +Apr 3, 2026, 03:58 AM | +1m 41s | +$0.466 | +504.4k | +11 | ++ | + | + | + |
| 275 | +execute-task | +M015/S01/T01 | +opus-4-6 | +Apr 3, 2026, 04:00 AM | +2m 31s | +$1.11 | +1.59M | +25 | ++ | + | + | + |
| 276 | +execute-task | +M015/S01/T02 | +opus-4-6 | +Apr 3, 2026, 04:02 AM | +4m 13s | +$2.01 | +3.21M | +35 | ++ | + | + | + |
| 277 | +complete-slice | +M015/S01 | +opus-4-6 | +Apr 3, 2026, 04:07 AM | +1m 43s | +$0.511 | +594.0k | +14 | ++ | + | + | + |
| 278 | +research-slice | +M015/S02 | +opus-4-6 | +Apr 3, 2026, 04:08 AM | +1m 40s | +$0.762 | +1.08M | +30 | ++ | + | + | + |
| 279 | +plan-slice | +M015/S02 | +opus-4-6 | +Apr 3, 2026, 04:10 AM | +1m 26s | +$0.589 | +783.5k | +17 | ++ | + | + | + |
| 280 | +execute-task | +M015/S02/T01 | +opus-4-6 | +Apr 3, 2026, 04:12 AM | +4m 44s | +$2.22 | +3.68M | +52 | ++ | + | + | + |
| 281 | +execute-task | +M015/S02/T02 | +opus-4-6 | +Apr 3, 2026, 04:16 AM | +3m 4s | +$1.55 | +2.50M | +33 | ++ | + | + | + |
| 282 | +complete-slice | +M015/S02 | +opus-4-6 | +Apr 3, 2026, 04:19 AM | +1m 48s | +$0.758 | +1.15M | +18 | ++ | + | + | + |
| 283 | +research-slice | +M015/S03 | +opus-4-6 | +Apr 3, 2026, 04:21 AM | +1m 29s | +$0.636 | +930.4k | +18 | ++ | + | + | + |
| 284 | +plan-slice | +M015/S03 | +opus-4-6 | +Apr 3, 2026, 04:23 AM | +1m 13s | +$0.390 | +435.2k | +10 | ++ | + | + | + |
| 285 | +execute-task | +M015/S03/T01 | +opus-4-6 | +Apr 3, 2026, 04:24 AM | +1m 33s | +$0.717 | +1.15M | +21 | ++ | + | + | + |
| 286 | +execute-task | +M015/S03/T02 | +opus-4-6 | +Apr 3, 2026, 04:25 AM | +3m 22s | +$1.64 | +2.62M | +36 | ++ | + | + | + |
| 287 | +complete-slice | +M015/S03 | +opus-4-6 | +Apr 3, 2026, 04:29 AM | +1m 35s | +$0.637 | +928.8k | +16 | ++ | + | + | + |
| 288 | +research-slice | +M015/S04 | +opus-4-6 | +Apr 3, 2026, 04:30 AM | +1m 34s | +$0.679 | +964.8k | +23 | ++ | + | + | + |
| 289 | +plan-slice | +M015/S04 | +opus-4-6 | +Apr 3, 2026, 04:32 AM | +1m 15s | +$0.409 | +503.0k | +11 | ++ | + | + | + |
| 290 | +execute-task | +M015/S04/T01 | +opus-4-6 | +Apr 3, 2026, 04:33 AM | +3m 47s | +$2.19 | +3.61M | +45 | ++ | + | + | + |
| 291 | +complete-slice | +M015/S04 | +opus-4-6 | +Apr 3, 2026, 04:37 AM | +1m 3s | +$0.327 | +411.3k | +8 | ++ | + | + | + |
| 292 | +research-slice | +M015/S05 | +opus-4-6 | +Apr 3, 2026, 04:38 AM | +52s | +$0.312 | +412.3k | +7 | ++ | + | + | + |
| 293 | +plan-slice | +M015/S05 | +opus-4-6 | +Apr 3, 2026, 04:39 AM | +35s | +$0.205 | +211.7k | +4 | ++ | + | + | + |
| 294 | +execute-task | +M015/S05/T01 | +opus-4-6 | +Apr 3, 2026, 04:40 AM | +53s | +$0.454 | +661.3k | +9 | ++ | + | + | + |
| 295 | +complete-slice | +M015/S05 | +opus-4-6 | +Apr 3, 2026, 04:41 AM | +54s | +$0.387 | +548.9k | +7 | ++ | + | + | + |
| 296 | +validate-milestone | +M015 | +opus-4-6 | +Apr 3, 2026, 04:41 AM | +52s | +$0.348 | +430.5k | +5 | ++ | + | + | + |
| 297 | +complete-milestone | +M015 | +opus-4-6 | +Apr 3, 2026, 04:42 AM | +2m 7s | +$0.962 | +1.37M | +26 | ++ | + | + | + |
| 298 | +research-slice | +M016/S01 | +opus-4-6 | +Apr 3, 2026, 05:24 AM | +1m 25s | +$0.605 | +812.8k | +17 | ++ | + | + | + |
| 299 | +plan-slice | +M016/S01 | +opus-4-6 | +Apr 3, 2026, 05:26 AM | +1m 4s | +$0.543 | +782.5k | +15 | ++ | + | + | + |
| 300 | +execute-task | +M016/S01/T01 | +opus-4-6 | +Apr 3, 2026, 05:27 AM | +4m 19s | +$2.16 | +3.61M | +64 | ++ | + | + | + |
| 301 | +complete-slice | +M016/S01 | +opus-4-6 | +Apr 3, 2026, 05:31 AM | +50s | +$0.328 | +413.7k | +7 | ++ | + | + | + |
| 302 | +research-slice | +M016/S02 | +opus-4-6 | +Apr 3, 2026, 05:32 AM | +2m 24s | +$1.58 | +2.36M | +29 | ++ | + | + | + |
| 303 | +plan-slice | +M016/S02 | +opus-4-6 | +Apr 3, 2026, 05:35 AM | +1m 11s | +$0.565 | +798.3k | +19 | ++ | + | + | + |
| 304 | +execute-task | +M016/S02/T01 | +opus-4-6 | +Apr 3, 2026, 05:36 AM | +1m 56s | +$0.873 | +1.37M | +26 | ++ | + | + | + |
| 305 | +complete-slice | +M016/S02 | +opus-4-6 | +Apr 3, 2026, 05:38 AM | +1m 9s | +$0.497 | +697.6k | +15 | ++ | + | + | + |
| 306 | +research-slice | +M016/S03 | +opus-4-6 | +Apr 3, 2026, 05:39 AM | +1m 32s | +$0.568 | +826.6k | +20 | ++ | + | + | + |
| 307 | +plan-slice | +M016/S03 | +opus-4-6 | +Apr 3, 2026, 05:40 AM | +1m 17s | +$0.400 | +428.0k | +9 | ++ | + | + | + |
| 308 | +execute-task | +M016/S03/T01 | +opus-4-6 | +Apr 3, 2026, 05:42 AM | +3m 39s | +$1.08 | +1.49M | +20 | ++ | + | + | + |
| 309 | +execute-task | +M016/S03/T02 | +opus-4-6 | +Apr 3, 2026, 05:45 AM | +1m 12s | +$0.576 | +868.8k | +14 | ++ | + | + | + |
| 310 | +complete-slice | +M016/S03 | +opus-4-6 | +Apr 3, 2026, 05:47 AM | +1m 22s | +$0.548 | +724.2k | +11 | ++ | + | + | + |
| 311 | +research-slice | +M016/S04 | +opus-4-6 | +Apr 3, 2026, 05:48 AM | +1m 28s | +$0.663 | +962.2k | +17 | ++ | + | + | + |
| 312 | +plan-slice | +M016/S04 | +opus-4-6 | +Apr 3, 2026, 05:49 AM | +1m 16s | +$0.425 | +510.8k | +10 | ++ | + | + | + |
| 313 | +execute-task | +M016/S04/T01 | +opus-4-6 | +Apr 3, 2026, 05:51 AM | +1m 32s | +$0.631 | +893.6k | +15 | ++ | + | + | + |
| 314 | +execute-task | +M016/S04/T02 | +opus-4-6 | +Apr 3, 2026, 05:52 AM | +1m 26s | +$0.687 | +1.02M | +14 | ++ | + | + | + |
| 315 | +complete-slice | +M016/S04 | +opus-4-6 | +Apr 3, 2026, 05:54 AM | +1m 12s | +$0.395 | +490.5k | +11 | ++ | + | + | + |
| 316 | +research-slice | +M016/S05 | +opus-4-6 | +Apr 3, 2026, 05:55 AM | +1m 37s | +$0.794 | +1.20M | +19 | ++ | + | + | + |
| 317 | +plan-slice | +M016/S05 | +opus-4-6 | +Apr 3, 2026, 05:57 AM | +1m 37s | +$0.583 | +716.2k | +12 | ++ | + | + | + |
| 318 | +execute-task | +M016/S05/T01 | +opus-4-6 | +Apr 3, 2026, 05:58 AM | +2m 30s | +$1.03 | +1.43M | +20 | ++ | + | + | + |
| 319 | +complete-slice | +M016/S05 | +opus-4-6 | +Apr 3, 2026, 06:01 AM | +1m 13s | +$0.456 | +626.8k | +11 | ++ | + | + | + |
| 320 | +research-slice | +M016/S06 | +opus-4-6 | +Apr 3, 2026, 06:02 AM | +1m 32s | +$0.686 | +977.6k | +19 | ++ | + | + | + |
| 321 | +plan-slice | +M016/S06 | +opus-4-6 | +Apr 3, 2026, 06:04 AM | +1m 31s | +$0.585 | +712.1k | +17 | ++ | + | + | + |
| 322 | +execute-task | +M016/S06/T01 | +opus-4-6 | +Apr 3, 2026, 06:05 AM | +2m 34s | +$0.366 | +477.1k | +8 | ++ | + | + | + |
| 323 | +execute-task | +M016/S06/T02 | +opus-4-6 | +Apr 3, 2026, 06:20 AM | +2m 2s | +$1.36 | +2.00M | +27 | ++ | + | + | + |
| 324 | +complete-slice | +M016/S06 | +opus-4-6 | +Apr 3, 2026, 06:22 AM | +1m 7s | +$0.406 | +503.2k | +9 | ++ | + | + | + |
| 325 | +validate-milestone | +M016 | +opus-4-6 | +Apr 3, 2026, 06:23 AM | +1m 41s | +$0.696 | +974.0k | +17 | ++ | + | + | + |
| 326 | +complete-milestone | +M016 | +opus-4-6 | +Apr 3, 2026, 06:25 AM | +2m 25s | +$0.908 | +1.23M | +30 | ++ | + | + | + |
| 327 | +research-slice | +M017/S01 | +opus-4-6 | +Apr 3, 2026, 08:44 AM | +1m 33s | +$0.621 | +880.9k | +24 | ++ | + | + | + |
| 328 | +plan-slice | +M017/S01 | +opus-4-6 | +Apr 3, 2026, 08:46 AM | +1m 35s | +$0.675 | +954.7k | +16 | ++ | + | + | + |
| 329 | +execute-task | +M017/S01/T01 | +opus-4-6 | +Apr 3, 2026, 08:47 AM | +2m 34s | +$1.22 | +1.92M | +29 | ++ | + | + | + |
| 330 | +execute-task | +M017/S01/T02 | +opus-4-6 | +Apr 3, 2026, 08:50 AM | +1m 52s | +$0.914 | +1.43M | +20 | ++ | + | + | + |
| 331 | +complete-slice | +M017/S01 | +opus-4-6 | +Apr 3, 2026, 08:52 AM | +1m 13s | +$0.437 | +570.1k | +11 | ++ | + | + | + |
| 332 | +research-slice | +M017/S02 | +opus-4-6 | +Apr 3, 2026, 08:53 AM | +2m 2s | +$1.03 | +1.66M | +31 | ++ | + | + | + |
| 333 | +plan-slice | +M017/S02 | +opus-4-6 | +Apr 3, 2026, 08:55 AM | +1m 45s | +$0.673 | +894.6k | +20 | ++ | + | + | + |
| 334 | +execute-task | +M017/S02/T01 | +opus-4-6 | +Apr 3, 2026, 08:57 AM | +55s | +$0.418 | +603.8k | +17 | ++ | + | + | + |
| 335 | +execute-task | +M017/S02/T02 | +opus-4-6 | +Apr 3, 2026, 08:58 AM | +2m 27s | +$1.10 | +1.72M | +22 | ++ | + | + | + |
| 336 | +complete-slice | +M017/S02 | +opus-4-6 | +Apr 3, 2026, 09:00 AM | +1m 3s | +$0.354 | +423.9k | +13 | ++ | + | + | + |
| 337 | +research-slice | +M017/S03 | +opus-4-6 | +Apr 3, 2026, 09:01 AM | +3m 19s | +$1.84 | +3.08M | +44 | ++ | + | + | + |
| 338 | +plan-slice | +M017/S03 | +opus-4-6 | +Apr 3, 2026, 09:04 AM | +1m 32s | +$0.588 | +746.5k | +18 | ++ | + | + | + |
| 339 | +execute-task | +M017/S03/T01 | +opus-4-6 | +Apr 3, 2026, 09:06 AM | +1m 2s | +$0.501 | +737.9k | +14 | ++ | + | + | + |
| 340 | +execute-task | +M017/S03/T02 | +opus-4-6 | +Apr 3, 2026, 09:07 AM | +2m 39s | +$1.38 | +2.09M | +27 | ++ | + | + | + |
| 341 | +complete-slice | +M017/S03 | +opus-4-6 | +Apr 3, 2026, 09:10 AM | +1m 2s | +$0.387 | +497.3k | +7 | ++ | + | + | + |
| 342 | +research-slice | +M017/S04 | +opus-4-6 | +Apr 3, 2026, 09:11 AM | +2m 10s | +$1.15 | +1.81M | +42 | ++ | + | + | + |
| 343 | +plan-slice | +M017/S04 | +opus-4-6 | +Apr 3, 2026, 09:13 AM | +2m 15s | +$0.954 | +1.37M | +24 | ++ | + | + | + |
| 344 | +execute-task | +M017/S04/T01 | +opus-4-6 | +Apr 3, 2026, 09:15 AM | +2m 52s | +$1.41 | +2.11M | +26 | ++ | + | + | + |
| 345 | +execute-task | +M017/S04/T02 | +opus-4-6 | +Apr 3, 2026, 09:18 AM | +1m 32s | +$0.761 | +1.13M | +18 | ++ | + | + | + |
| 346 | +complete-slice | +M017/S04 | +opus-4-6 | +Apr 3, 2026, 09:20 AM | +1m 2s | +$0.350 | +424.1k | +9 | ++ | + | + | + |
| 347 | +validate-milestone | +M017 | +opus-4-6 | +Apr 3, 2026, 09:21 AM | +1m 0s | +$0.310 | +355.5k | +4 | ++ | + | + | + |
| 348 | +complete-milestone | +M017 | +opus-4-6 | +Apr 3, 2026, 09:22 AM | +1m 59s | +$0.878 | +1.22M | +19 | ++ | + | + | + |
| 349 | +research-slice | +M018/S01 | +opus-4-6 | +Apr 3, 2026, 07:36 PM | +2m 26s | +$0.993 | +1.38M | +36 | ++ | + | + | + |
| 350 | +plan-slice | +M018/S01 | +opus-4-6 | +Apr 3, 2026, 07:39 PM | +1m 22s | +$0.382 | +382.9k | +7 | ++ | + | + | + |
| 351 | +execute-task | +M018/S01/T01 | +opus-4-6 | +Apr 3, 2026, 07:40 PM | +4m 53s | +$1.74 | +2.41M | +32 | ++ | + | + | + |
| 352 | +execute-task | +M018/S01/T02 | +opus-4-6 | +Apr 3, 2026, 07:45 PM | +3m 39s | +$0.735 | +646.1k | +9 | ++ | + | + | + |
| 353 | +complete-slice | +M018/S01 | +opus-4-6 | +Apr 3, 2026, 07:49 PM | +1m 12s | +$0.497 | +644.1k | +9 | ++ | + | + | + |
| 354 | +research-slice | +M018/S02 | +opus-4-6 | +Apr 3, 2026, 07:50 PM | +1m 10s | +$0.679 | +919.1k | +23 | ++ | + | + | + |
| 355 | +validate-milestone | +M018 | +opus-4-6 | +Apr 3, 2026, 09:12 PM | +1m 22s | +$0.423 | +568.7k | +8 | ++ | + | + | + |
| 356 | +complete-milestone | +M018 | +opus-4-6 | +Apr 3, 2026, 09:14 PM | +3m 29s | +$0.976 | +1.11M | +20 | ++ | + | + | + |
| 357 | +research-slice | +M019/S01 | +opus-4-6 | +Apr 3, 2026, 09:17 PM | +4m 31s | +$2.48 | +3.31M | +38 | ++ | + | + | + |
| 358 | +plan-slice | +M019/S01 | +opus-4-6 | +Apr 3, 2026, 09:22 PM | +2m 3s | +$0.513 | +463.2k | +10 | ++ | + | + | + |
| 359 | +execute-task | +M019/S01/T01 | +opus-4-6 | +Apr 3, 2026, 09:24 PM | +1m 58s | +$1.05 | +1.30M | +14 | ++ | + | + | + |
| 360 | +execute-task | +M019/S01/T02 | +opus-4-6 | +Apr 3, 2026, 09:26 PM | +8m 43s | +$2.13 | +3.44M | +47 | ++ | + | + | + |
| 361 | +complete-slice | +M019/S01 | +opus-4-6 | +Apr 3, 2026, 09:35 PM | +1m 57s | +$0.749 | +1.04M | +17 | ++ | + | + | + |
| 362 | +research-slice | +M019/S02 | +opus-4-6 | +Apr 3, 2026, 09:37 PM | +3m 58s | +$2.00 | +3.04M | +57 | ++ | + | + | + |
| 363 | +plan-slice | +M019/S02 | +opus-4-6 | +Apr 3, 2026, 09:41 PM | +2m 50s | +$0.808 | +917.2k | +21 | ++ | + | + | + |
| 364 | +execute-task | +M019/S02/T01 | +opus-4-6 | +Apr 3, 2026, 09:43 PM | +3m 3s | +$1.52 | +2.29M | +32 | ++ | + | + | + |
| 365 | +execute-task | +M019/S02/T02 | +opus-4-6 | +Apr 3, 2026, 09:47 PM | +7m 9s | +$4.12 | +6.38M | +64 | ++ | + | + | + |
| 366 | +execute-task | +M019/S02/T03 | +opus-4-6 | +Apr 3, 2026, 09:54 PM | +3m 56s | +$1.74 | +2.49M | +33 | ++ | + | + | + |
| 367 | +execute-task | +M019/S02/T04 | +opus-4-6 | +Apr 3, 2026, 09:58 PM | +3m 55s | +$1.78 | +2.37M | +33 | ++ | + | + | + |
| 368 | +complete-slice | +M019/S02 | +opus-4-6 | +Apr 3, 2026, 10:02 PM | +2m 20s | +$0.717 | +843.6k | +19 | ++ | + | + | + |
| 369 | +research-slice | +M019/S03 | +opus-4-6 | +Apr 3, 2026, 10:04 PM | +1m 44s | +$0.781 | +1.03M | +23 | ++ | + | + | + |
| 370 | +plan-slice | +M019/S03 | +opus-4-6 | +Apr 3, 2026, 10:06 PM | +2m 5s | +$0.622 | +675.4k | +15 | ++ | + | + | + |
| 371 | +execute-task | +M019/S03/T01 | +opus-4-6 | +Apr 3, 2026, 10:08 PM | +1m 12s | +$0.500 | +591.9k | +9 | ++ | + | + | + |
| 372 | +execute-task | +M019/S03/T02 | +opus-4-6 | +Apr 3, 2026, 10:09 PM | +2m 8s | +$0.893 | +1.16M | +19 | ++ | + | + | + |
| 373 | +execute-task | +M019/S03/T03 | +opus-4-6 | +Apr 3, 2026, 10:11 PM | +4m 54s | +$3.08 | +4.71M | +51 | ++ | + | + | + |
| 374 | +complete-slice | +M019/S03 | +opus-4-6 | +Apr 3, 2026, 10:16 PM | +2m 5s | +$0.669 | +835.3k | +16 | ++ | + | + | + |
| 375 | +research-slice | +M019/S04 | +opus-4-6 | +Apr 3, 2026, 10:18 PM | +2m 29s | +$0.881 | +1.15M | +29 | ++ | + | + | + |
| 376 | +plan-slice | +M019/S04 | +opus-4-6 | +Apr 3, 2026, 10:21 PM | +2m 40s | +$0.735 | +831.8k | +17 | ++ | + | + | + |
| 377 | +execute-task | +M019/S04/T01 | +opus-4-6 | +Apr 3, 2026, 10:23 PM | +13m 40s | +$2.33 | +2.79M | +34 | ++ | + | + | + |
| 378 | +execute-task | +M019/S04/T02 | +opus-4-6 | +Apr 3, 2026, 10:37 PM | +15m 46s | +$3.41 | +5.91M | +54 | ++ | + | + | + |
| 379 | +complete-slice | +M019/S04 | +opus-4-6 | +Apr 3, 2026, 10:53 PM | +2m 6s | +$0.533 | +663.3k | +11 | ++ | + | + | + |
| 380 | +research-slice | +M019/S05 | +opus-4-6 | +Apr 3, 2026, 10:55 PM | +3m 2s | +$1.12 | +1.64M | +26 | ++ | + | + | + |
| 381 | +plan-slice | +M019/S05 | +opus-4-6 | +Apr 3, 2026, 10:58 PM | +2m 23s | +$0.682 | +761.8k | +19 | ++ | + | + | + |
| 382 | +execute-task | +M019/S05/T01 | +opus-4-6 | +Apr 3, 2026, 11:00 PM | +4m 2s | +$1.56 | +2.18M | +25 | ++ | + | + | + |
| 383 | +execute-task | +M019/S05/T02 | +opus-4-6 | +Apr 3, 2026, 11:04 PM | +1m 42s | +$0.618 | +896.0k | +11 | ++ | + | + | + |
| 384 | +execute-task | +M019/S05/T03 | +opus-4-6 | +Apr 3, 2026, 11:06 PM | +2m 54s | +$1.28 | +1.94M | +28 | ++ | + | + | + |
| 385 | +complete-slice | +M019/S05 | +opus-4-6 | +Apr 3, 2026, 11:09 PM | +1m 53s | +$0.600 | +740.9k | +13 | ++ | + | + | + |
| 386 | +research-slice | +M019/S06 | +opus-4-6 | +Apr 3, 2026, 11:11 PM | +1m 50s | +$0.692 | +883.6k | +17 | ++ | + | + | + |
| 387 | +plan-slice | +M019/S06 | +opus-4-6 | +Apr 3, 2026, 11:13 PM | +1m 3s | +$0.392 | +399.0k | +9 | ++ | + | + | + |
| 388 | +execute-task | +M019/S06/T01 | +opus-4-6 | +Apr 3, 2026, 11:14 PM | +10m 14s | +$3.47 | +5.35M | +64 | ++ | + | + | + |
| 389 | +complete-slice | +M019/S06 | +opus-4-6 | +Apr 3, 2026, 11:24 PM | +58s | +$0.298 | +349.1k | +5 | ++ | + | + | + |
| 390 | +validate-milestone | +M019 | +opus-4-6 | +Apr 3, 2026, 11:25 PM | +1m 37s | +$0.507 | +605.9k | +13 | ++ | + | + | + |
| 391 | +complete-milestone | +M019 | +opus-4-6 | +Apr 3, 2026, 11:27 PM | +2m 57s | +$0.828 | +1.09M | +22 | ++ | + | + | + |
| 392 | +research-slice | +M020/S01 | +opus-4-6 | +Apr 3, 2026, 11:30 PM | +6m 28s | +$3.19 | +5.31M | +80 | ++ | + | + | + |
| 393 | +plan-slice | +M020/S01 | +opus-4-6 | +Apr 3, 2026, 11:36 PM | +2m 47s | +$0.845 | +953.9k | +24 | ++ | + | + | + |
| 394 | +execute-task | +M020/S01/T01 | +opus-4-6 | +Apr 3, 2026, 11:39 PM | +3m 9s | +$2.08 | +3.12M | +31 | ++ | + | + | + |
| 395 | +execute-task | +M020/S01/T02 | +opus-4-6 | +Apr 3, 2026, 11:42 PM | +3m 19s | +$1.46 | +2.07M | +29 | ++ | + | + | + |
| 396 | +execute-task | +M020/S01/T03 | +opus-4-6 | +Apr 3, 2026, 11:46 PM | +4m 10s | +$2.34 | +3.82M | +45 | ++ | + | + | + |
| 397 | +complete-slice | +M020/S01 | +opus-4-6 | +Apr 3, 2026, 11:50 PM | +2m 47s | +$1.09 | +1.59M | +23 | ++ | + | + | + |
| 398 | +research-slice | +M020/S02 | +opus-4-6 | +Apr 3, 2026, 11:53 PM | +4m 28s | +$1.82 | +2.84M | +54 | ++ | + | + | + |
| 399 | +plan-slice | +M020/S02 | +opus-4-6 | +Apr 3, 2026, 11:57 PM | +1m 53s | +$0.842 | +1.12M | +23 | ++ | + | + | + |
| 400 | +execute-task | +M020/S02/T01 | +opus-4-6 | +Apr 3, 2026, 11:59 PM | +9m 52s | +$5.50 | +8.40M | +82 | ++ | + | + | + |
| 401 | +execute-task | +M020/S02/T02 | +opus-4-6 | +Apr 4, 2026, 12:09 AM | +4m 28s | +$1.96 | +2.91M | +38 | ++ | + | + | + |
| 402 | +complete-slice | +M020/S02 | +opus-4-6 | +Apr 4, 2026, 12:13 AM | +1m 33s | +$0.524 | +661.4k | +14 | ++ | + | + | + |
| 403 | +research-slice | +M020/S03 | +opus-4-6 | +Apr 4, 2026, 12:15 AM | +2m 19s | +$1.15 | +1.75M | +35 | ++ | + | + | + |
| 404 | +plan-slice | +M020/S03 | +opus-4-6 | +Apr 4, 2026, 12:17 AM | +1m 26s | +$0.440 | +465.1k | +10 | ++ | + | + | + |
| 405 | +execute-task | +M020/S03/T01 | +opus-4-6 | +Apr 4, 2026, 12:19 AM | +2m 2s | +$0.952 | +1.47M | +24 | ++ | + | + | + |
| 406 | +execute-task | +M020/S03/T02 | +opus-4-6 | +Apr 4, 2026, 12:21 AM | +3m 3s | +$1.11 | +1.50M | +19 | ++ | + | + | + |
| 407 | +complete-slice | +M020/S03 | +opus-4-6 | +Apr 4, 2026, 12:24 AM | +8s | +$0.119 | +136.6k | +2 | ++ | + | + | + |
| 408 | +research-slice | +M021/S01 | +opus-4-6 | +Apr 4, 2026, 04:32 AM | +4m 16s | +$1.57 | +1.53M | +38 | ++ | + | + | + |
| 409 | +plan-slice | +M021/S01 | +opus-4-6 | +Apr 4, 2026, 04:36 AM | +2m 35s | +$0.668 | +664.8k | +17 | ++ | + | + | + |
| 410 | +execute-task | +M021/S01/T01 | +opus-4-6 | +Apr 4, 2026, 04:39 AM | +5m 5s | +$2.42 | +3.26M | +36 | ++ | + | + | + |
| 411 | +execute-task | +M021/S01/T02 | +opus-4-6 | +Apr 4, 2026, 04:44 AM | +6m 15s | +$2.75 | +4.28M | +47 | ++ | + | + | + |
| 412 | +complete-slice | +M021/S01 | +opus-4-6 | +Apr 4, 2026, 04:50 AM | +2m 5s | +$0.465 | +446.9k | +15 | ++ | + | + | + |
| 413 | +research-slice | +M021/S02 | +opus-4-6 | +Apr 4, 2026, 04:52 AM | +4m 25s | +$1.40 | +2.01M | +38 | ++ | + | + | + |
| 414 | +plan-slice | +M021/S02 | +opus-4-6 | +Apr 4, 2026, 04:57 AM | +2m 27s | +$0.641 | +629.2k | +16 | ++ | + | + | + |
| 415 | +execute-task | +M021/S02/T01 | +opus-4-6 | +Apr 4, 2026, 04:59 AM | +2m 49s | +$1.12 | +1.32M | +18 | ++ | + | + | + |
| 416 | +execute-task | +M021/S02/T02 | +opus-4-6 | +Apr 4, 2026, 05:02 AM | +4m 52s | +$2.00 | +2.81M | +43 | ++ | + | + | + |
| 417 | +complete-slice | +M021/S02 | +opus-4-6 | +Apr 4, 2026, 05:07 AM | +2m 19s | +$0.749 | +872.7k | +15 | ++ | + | + | + |
| 418 | +research-slice | +M021/S03 | +opus-4-6 | +Apr 4, 2026, 05:09 AM | +3m 10s | +$1.36 | +1.93M | +49 | ++ | + | + | + |
| 419 | +plan-slice | +M021/S03 | +opus-4-6 | +Apr 4, 2026, 05:12 AM | +2m 3s | +$0.563 | +599.4k | +18 | ++ | + | + | + |
| 420 | +execute-task | +M021/S03/T01 | +opus-4-6 | +Apr 4, 2026, 05:14 AM | +4m 44s | +$2.05 | +2.46M | +30 | ++ | + | + | + |
| 421 | +execute-task | +M021/S03/T02 | +opus-4-6 | +Apr 4, 2026, 05:19 AM | +2m 58s | +$0.949 | +1.13M | +24 | ++ | + | + | + |
| 422 | +complete-slice | +M021/S03 | +opus-4-6 | +Apr 4, 2026, 05:22 AM | +1m 28s | +$0.399 | +426.2k | +9 | ++ | + | + | + |
| 423 | +research-slice | +M021/S04 | +opus-4-6 | +Apr 4, 2026, 05:24 AM | +2m 14s | +$1.05 | +1.32M | +29 | ++ | + | + | + |
| 424 | +plan-slice | +M021/S04 | +opus-4-6 | +Apr 4, 2026, 05:26 AM | +2m 15s | +$0.641 | +650.4k | +24 | ++ | + | + | + |
| 425 | +execute-task | +M021/S04/T01 | +opus-4-6 | +Apr 4, 2026, 05:28 AM | +1m 52s | +$0.698 | +843.3k | +17 | ++ | + | + | + |
| 426 | +execute-task | +M021/S04/T02 | +opus-4-6 | +Apr 4, 2026, 05:30 AM | +2m 26s | +$0.656 | +685.5k | +15 | ++ | + | + | + |
| 427 | +execute-task | +M021/S04/T03 | +opus-4-6 | +Apr 4, 2026, 05:33 AM | +3m 6s | +$1.27 | +1.78M | +42 | ++ | + | + | + |
| 428 | +complete-slice | +M021/S04 | +opus-4-6 | +Apr 4, 2026, 05:36 AM | +2m 37s | +$1.09 | +1.56M | +21 | ++ | + | + | + |
| 429 | +research-slice | +M021/S05 | +opus-4-6 | +Apr 4, 2026, 05:38 AM | +4m 31s | +$2.15 | +3.37M | +75 | ++ | + | + | + |
| 430 | +plan-slice | +M021/S05 | +opus-4-6 | +Apr 4, 2026, 05:43 AM | +2m 24s | +$0.605 | +485.8k | +16 | ++ | + | + | + |
| 431 | +execute-task | +M021/S05/T01 | +opus-4-6 | +Apr 4, 2026, 05:45 AM | +1m 29s | +$0.647 | +770.7k | +14 | ++ | + | + | + |
| 432 | +execute-task | +M021/S05/T02 | +opus-4-6 | +Apr 4, 2026, 05:47 AM | +2m 23s | +$1.21 | +1.71M | +24 | ++ | + | + | + |
| 433 | +execute-task | +M021/S05/T03 | +opus-4-6 | +Apr 4, 2026, 05:49 AM | +3m 37s | +$1.17 | +1.68M | +31 | ++ | + | + | + |
| 434 | +complete-slice | +M021/S05 | +opus-4-6 | +Apr 4, 2026, 05:53 AM | +1m 38s | +$0.460 | +450.9k | +12 | ++ | + | + | + |
| 435 | +research-slice | +M021/S06 | +opus-4-6 | +Apr 4, 2026, 05:54 AM | +2m 31s | +$0.630 | +764.5k | +26 | ++ | + | + | + |
| 436 | +plan-slice | +M021/S06 | +opus-4-6 | +Apr 4, 2026, 05:57 AM | +3m 16s | +$0.919 | +1.18M | +34 | ++ | + | + | + |
| 437 | +execute-task | +M021/S06/T01 | +opus-4-6 | +Apr 4, 2026, 06:00 AM | +3m 1s | +$0.941 | +1.23M | +25 | ++ | + | + | + |
| 438 | +execute-task | +M021/S06/T02 | +opus-4-6 | +Apr 4, 2026, 06:03 AM | +3m 34s | +$1.22 | +1.45M | +27 | ++ | + | + | + |
| 439 | +execute-task | +M021/S06/T03 | +opus-4-6 | +Apr 4, 2026, 06:07 AM | +4m 46s | +$1.67 | +2.44M | +38 | ++ | + | + | + |
| 440 | +complete-slice | +M021/S06 | +opus-4-6 | +Apr 4, 2026, 06:12 AM | +1m 36s | +$0.444 | +485.1k | +11 | ++ | + | + | + |
| 441 | +research-slice | +M021/S07 | +opus-4-6 | +Apr 4, 2026, 06:13 AM | +2m 46s | +$0.941 | +1.33M | +36 | ++ | + | + | + |
| 442 | +plan-slice | +M021/S07 | +opus-4-6 | +Apr 4, 2026, 06:16 AM | +3m 13s | +$0.992 | +1.24M | +31 | ++ | + | + | + |
| 443 | +execute-task | +M021/S07/T01 | +opus-4-6 | +Apr 4, 2026, 06:19 AM | +4m 16s | +$1.51 | +2.21M | +37 | ++ | + | + | + |
| 444 | +execute-task | +M021/S07/T02 | +opus-4-6 | +Apr 4, 2026, 06:24 AM | +3m 32s | +$1.22 | +1.66M | +30 | ++ | + | + | + |
| 445 | +execute-task | +M021/S07/T03 | +opus-4-6 | +Apr 4, 2026, 06:27 AM | +2m 9s | +$0.702 | +899.7k | +18 | ++ | + | + | + |
| 446 | +complete-slice | +M021/S07 | +opus-4-6 | +Apr 4, 2026, 06:29 AM | +1m 54s | +$0.567 | +640.4k | +12 | ++ | + | + | + |
| 447 | +research-slice | +M021/S08 | +opus-4-6 | +Apr 4, 2026, 06:31 AM | +1m 38s | +$0.693 | +868.2k | +17 | ++ | + | + | + |
| 448 | +plan-slice | +M021/S08 | +opus-4-6 | +Apr 4, 2026, 06:33 AM | +1m 7s | +$0.341 | +221.8k | +3 | ++ | + | + | + |
| 449 | +execute-task | +M021/S08/T01 | +opus-4-6 | +Apr 4, 2026, 06:34 AM | +7m 31s | +$2.09 | +2.50M | +55 | ++ | + | + | + |
| 450 | +complete-slice | +M021/S08 | +opus-4-6 | +Apr 4, 2026, 06:42 AM | +1m 23s | +$0.369 | +362.0k | +8 | ++ | + | + | + |
| 451 | +validate-milestone | +M021 | +opus-4-6 | +Apr 4, 2026, 06:43 AM | +2m 15s | +$0.655 | +728.7k | +16 | ++ | + | + | + |
| 452 | +complete-milestone | +M021 | +opus-4-6 | +Apr 4, 2026, 06:45 AM | +4m 51s | +$1.74 | +2.50M | +41 | ++ | + | + | + |
| 453 | +research-slice | +M022/S01 | +opus-4-6 | +Apr 4, 2026, 06:50 AM | +2m 35s | +$0.976 | +1.22M | +39 | ++ | + | + | + |
| 454 | +plan-slice | +M022/S01 | +opus-4-6 | +Apr 4, 2026, 06:53 AM | +2m 54s | +$0.739 | +826.5k | +24 | ++ | + | + | + |
| 455 | +execute-task | +M022/S01/T01 | +opus-4-6 | +Apr 4, 2026, 06:56 AM | +2m 19s | +$0.646 | +791.4k | +21 | ++ | + | + | + |
| 456 | +execute-task | +M022/S01/T02 | +opus-4-6 | +Apr 4, 2026, 06:58 AM | +3m 28s | +$1.17 | +1.42M | +24 | ++ | + | + | + |
| 457 | +complete-slice | +M022/S01 | +opus-4-6 | +Apr 4, 2026, 07:01 AM | +1m 13s | +$0.330 | +305.6k | +8 | ++ | + | + | + |
| 458 | +research-slice | +M022/S02 | +opus-4-6 | +Apr 4, 2026, 07:03 AM | +1m 52s | +$0.806 | +1.08M | +37 | ++ | + | + | + |
| 459 | +research-slice | +M022/S03 | +opus-4-6 | +Apr 4, 2026, 07:36 AM | +1m 34s | +$0.652 | +881.2k | +19 | ++ | + | + | + |
| 460 | +plan-slice | +M022/S03 | +opus-4-6 | +Apr 4, 2026, 07:37 AM | +1m 9s | +$0.466 | +559.1k | +10 | ++ | + | + | + |
| 461 | +execute-task | +M022/S03/T01 | +opus-4-6 | +Apr 4, 2026, 07:39 AM | +2m 51s | +$1.10 | +1.41M | +20 | ++ | + | + | + |
| 462 | +complete-slice | +M022/S03 | +opus-4-6 | +Apr 4, 2026, 07:42 AM | +1m 4s | +$0.333 | +425.7k | +9 | ++ | + | + | + |
| 463 | +research-slice | +M022/S04 | +opus-4-6 | +Apr 4, 2026, 07:43 AM | +2m 9s | +$0.850 | +1.20M | +23 | ++ | + | + | + |
| 464 | +plan-slice | +M022/S04 | +opus-4-6 | +Apr 4, 2026, 07:45 AM | +1m 32s | +$0.666 | +843.5k | +14 | ++ | + | + | + |
| 465 | +execute-task | +M022/S04/T01 | +opus-4-6 | +Apr 4, 2026, 07:46 AM | +3m 40s | +$1.24 | +1.58M | +21 | ++ | + | + | + |
| 466 | +execute-task | +M022/S04/T02 | +opus-4-6 | +Apr 4, 2026, 07:50 AM | +3m 18s | +$1.24 | +1.67M | +23 | ++ | + | + | + |
| 467 | +complete-slice | +M022/S04 | +opus-4-6 | +Apr 4, 2026, 07:53 AM | +1m 32s | +$0.501 | +599.1k | +8 | ++ | + | + | + |
| 468 | +research-slice | +M022/S05 | +opus-4-6 | +Apr 4, 2026, 07:55 AM | +3m 55s | +$1.58 | +2.38M | +45 | ++ | + | + | + |
| 469 | +plan-slice | +M022/S05 | +opus-4-6 | +Apr 4, 2026, 07:59 AM | +1m 31s | +$0.570 | +656.6k | +13 | ++ | + | + | + |
| 470 | +execute-task | +M022/S05/T01 | +opus-4-6 | +Apr 4, 2026, 08:00 AM | +4m 31s | +$1.73 | +2.36M | +26 | ++ | + | + | + |
| 471 | +execute-task | +M022/S05/T02 | +opus-4-6 | +Apr 4, 2026, 08:05 AM | +6m 9s | +$2.70 | +4.51M | +56 | ++ | + | + | + |
| 472 | +complete-slice | +M022/S05 | +opus-4-6 | +Apr 4, 2026, 08:13 AM | +2m 18s | +$0.630 | +829.7k | +13 | ++ | + | + | + |
| 473 | +research-slice | +M022/S06 | +opus-4-6 | +Apr 4, 2026, 08:15 AM | +5m 28s | +$1.82 | +2.95M | +53 | ++ | + | + | + |
| 474 | +plan-slice | +M022/S06 | +opus-4-6 | +Apr 4, 2026, 08:20 AM | +2m 51s | +$0.775 | +857.8k | +23 | ++ | + | + | + |
| 475 | +execute-task | +M022/S06/T01 | +opus-4-6 | +Apr 4, 2026, 08:23 AM | +1m 0s | +$0.403 | +554.1k | +15 | ++ | + | + | + |
| 476 | +execute-task | +M022/S06/T02 | +opus-4-6 | +Apr 4, 2026, 08:24 AM | +3m 33s | +$1.40 | +1.97M | +42 | ++ | + | + | + |
| 477 | +execute-task | +M022/S06/T03 | +opus-4-6 | +Apr 4, 2026, 08:28 AM | +3m 18s | +$1.40 | +2.13M | +30 | ++ | + | + | + |
| 478 | +complete-slice | +M022/S06 | +opus-4-6 | +Apr 4, 2026, 08:31 AM | +1m 27s | +$0.415 | +440.5k | +12 | ++ | + | + | + |
| 479 | +research-slice | +M022/S07 | +opus-4-6 | +Apr 4, 2026, 08:33 AM | +2m 2s | +$0.776 | +1.07M | +23 | ++ | + | + | + |
| 480 | +plan-slice | +M022/S07 | +opus-4-6 | +Apr 4, 2026, 08:35 AM | +57s | +$0.306 | +247.3k | +3 | ++ | + | + | + |
| 481 | +execute-task | +M022/S07/T01 | +opus-4-6 | +Apr 4, 2026, 08:36 AM | +10m 1s | +$3.19 | +4.54M | +44 | ++ | + | + | + |
| 482 | +complete-slice | +M022/S07 | +opus-4-6 | +Apr 4, 2026, 08:46 AM | +1m 6s | +$0.361 | +378.2k | +6 | ++ | + | + | + |
| 483 | +validate-milestone | +M022 | +opus-4-6 | +Apr 4, 2026, 08:47 AM | +1m 51s | +$0.685 | +935.9k | +16 | ++ | + | + | + |
| 484 | +complete-milestone | +M022 | +opus-4-6 | +Apr 4, 2026, 08:49 AM | +2m 38s | +$0.907 | +1.22M | +19 | ++ | + | + | + |
| 485 | +research-slice | +M023/S01 | +opus-4-6 | +Apr 4, 2026, 08:51 AM | +3m 57s | +$1.64 | +2.36M | +56 | ++ | + | + | + |
| 486 | +plan-slice | +M023/S01 | +opus-4-6 | +Apr 4, 2026, 08:55 AM | +3m 35s | +$0.905 | +914.2k | +23 | ++ | + | + | + |
| 487 | +execute-task | +M023/S01/T01 | +opus-4-6 | +Apr 4, 2026, 08:59 AM | +3m 15s | +$1.70 | +2.58M | +31 | ++ | + | + | + |
| 488 | +execute-task | +M023/S01/T02 | +opus-4-6 | +Apr 4, 2026, 09:02 AM | +4m 54s | +$1.85 | +2.79M | +43 | ++ | + | + | + |
| 489 | +execute-task | +M023/S01/T03 | +opus-4-6 | +Apr 4, 2026, 09:07 AM | +6m 12s | +$2.63 | +4.05M | +52 | ++ | + | + | + |
| 490 | +execute-task | +M023/S01/T04 | +opus-4-6 | +Apr 4, 2026, 09:13 AM | +3m 41s | +$1.49 | +2.03M | +27 | ++ | + | + | + |
| 491 | +complete-slice | +M023/S01 | +opus-4-6 | +Apr 4, 2026, 09:17 AM | +2m 25s | +$0.751 | +1.00M | +17 | ++ | + | + | + |
| 492 | +research-slice | +M023/S02 | +opus-4-6 | +Apr 4, 2026, 09:19 AM | +2m 33s | +$1.01 | +1.37M | +32 | ++ | + | + | + |
| 493 | +plan-slice | +M023/S02 | +opus-4-6 | +Apr 4, 2026, 09:22 AM | +2m 10s | +$0.712 | +882.1k | +17 | ++ | + | + | + |
| 494 | +execute-task | +M023/S02/T01 | +opus-4-6 | +Apr 4, 2026, 09:24 AM | +3m 52s | +$1.42 | +1.94M | +24 | ++ | + | + | + |
| 495 | +execute-task | +M023/S02/T02 | +opus-4-6 | +Apr 4, 2026, 09:28 AM | +2m 20s | +$0.966 | +1.41M | +20 | ++ | + | + | + |
| 496 | +complete-slice | +M023/S02 | +opus-4-6 | +Apr 4, 2026, 09:30 AM | +1m 42s | +$0.499 | +607.2k | +10 | ++ | + | + | + |
| 497 | +research-slice | +M023/S03 | +opus-4-6 | +Apr 4, 2026, 09:32 AM | +4m 38s | +$1.91 | +3.00M | +59 | ++ | + | + | + |
| 498 | +plan-slice | +M023/S03 | +opus-4-6 | +Apr 4, 2026, 09:37 AM | +4m 20s | +$0.873 | +1.02M | +27 | ++ | + | + | + |
| 499 | +execute-task | +M023/S03/T01 | +opus-4-6 | +Apr 4, 2026, 09:41 AM | +1m 56s | +$0.775 | +1.06M | +23 | ++ | + | + | + |
| 500 | +execute-task | +M023/S03/T02 | +opus-4-6 | +Apr 4, 2026, 09:43 AM | +4m 4s | +$1.58 | +2.32M | +32 | ++ | + | + | + |
| 501 | +execute-task | +M023/S03/T03 | +opus-4-6 | +Apr 4, 2026, 09:47 AM | +4m 19s | +$1.61 | +2.17M | +31 | ++ | + | + | + |
| 502 | +complete-slice | +M023/S03 | +opus-4-6 | +Apr 4, 2026, 09:52 AM | +2m 41s | +$0.796 | +1.01M | +22 | ++ | + | + | + |
| 503 | +research-slice | +M023/S04 | +opus-4-6 | +Apr 4, 2026, 09:54 AM | +4m 38s | +$1.99 | +3.14M | +45 | ++ | + | + | + |
| 504 | +plan-slice | +M023/S04 | +opus-4-6 | +Apr 4, 2026, 09:59 AM | +3m 18s | +$1.28 | +2.00M | +32 | ++ | + | + | + |
| 505 | +execute-task | +M023/S04/T01 | +opus-4-6 | +Apr 4, 2026, 10:02 AM | +2m 4s | +$0.714 | +946.5k | +12 | ++ | + | + | + |
| 506 | +execute-task | +M023/S04/T02 | +opus-4-6 | +Apr 4, 2026, 10:04 AM | +1m 58s | +$0.799 | +1.16M | +15 | ++ | + | + | + |
| 507 | +complete-slice | +M023/S04 | +opus-4-6 | +Apr 4, 2026, 10:06 AM | +1m 26s | +$0.532 | +676.8k | +9 | ++ | + | + | + |
| 508 | +research-slice | +M023/S05 | +opus-4-6 | +Apr 4, 2026, 10:08 AM | +1m 44s | +$0.685 | +965.3k | +14 | ++ | + | + | + |
| 509 | +plan-slice | +M023/S05 | +opus-4-6 | +Apr 4, 2026, 10:09 AM | +53s | +$0.287 | +242.3k | +3 | ++ | + | + | + |
| 510 | +execute-task | +M023/S05/T01 | +opus-4-6 | +Apr 4, 2026, 10:10 AM | +6m 40s | +$3.12 | +4.97M | +47 | ++ | + | + | + |
| 511 | +complete-slice | +M023/S05 | +opus-4-6 | +Apr 4, 2026, 10:17 AM | +1m 21s | +$0.443 | +574.4k | +10 | ++ | + | + | + |
| 512 | +validate-milestone | +M023 | +opus-4-6 | +Apr 4, 2026, 10:18 AM | +2m 15s | +$0.736 | +998.1k | +16 | ++ | + | + | + |
| 513 | +complete-milestone | +M023 | +opus-4-6 | +Apr 4, 2026, 10:21 AM | +2m 9s | +$0.714 | +947.3k | +17 | ++ | + | + | + |
| 514 | +research-slice | +M024/S01 | +opus-4-6 | +Apr 4, 2026, 10:23 AM | +3m 12s | +$1.56 | +2.35M | +48 | ++ | + | + | + |
| 515 | +plan-slice | +M024/S01 | +opus-4-6 | +Apr 4, 2026, 10:26 AM | +2m 22s | +$0.928 | +1.23M | +27 | ++ | + | + | + |
| 516 | +execute-task | +M024/S01/T01 | +opus-4-6 | +Apr 4, 2026, 10:28 AM | +3m 59s | +$1.45 | +2.20M | +39 | ++ | + | + | + |
| 517 | +execute-task | +M024/S01/T02 | +opus-4-6 | +Apr 4, 2026, 10:33 AM | +2m 56s | +$1.22 | +1.69M | +23 | ++ | + | + | + |
| 518 | +complete-slice | +M024/S01 | +opus-4-6 | +Apr 4, 2026, 10:35 AM | +1m 21s | +$0.343 | +367.2k | +9 | ++ | + | + | + |
| 519 | +research-slice | +M024/S02 | +opus-4-6 | +Apr 4, 2026, 10:37 AM | +3m 35s | +$1.76 | +2.74M | +40 | ++ | + | + | + |
| 520 | +plan-slice | +M024/S02 | +opus-4-6 | +Apr 4, 2026, 10:40 AM | +1m 49s | +$0.686 | +881.9k | +22 | ++ | + | + | + |
| 521 | +execute-task | +M024/S02/T01 | +opus-4-6 | +Apr 4, 2026, 10:42 AM | +1m 59s | +$0.784 | +1.17M | +17 | ++ | + | + | + |
| 522 | +execute-task | +M024/S02/T02 | +opus-4-6 | +Apr 4, 2026, 10:44 AM | +3m 26s | +$1.43 | +2.13M | +30 | ++ | + | + | + |
| 523 | +complete-slice | +M024/S02 | +opus-4-6 | +Apr 4, 2026, 10:48 AM | +1m 18s | +$0.367 | +437.3k | +10 | ++ | + | + | + |
| 524 | +research-slice | +M024/S03 | +opus-4-6 | +Apr 4, 2026, 10:49 AM | +2m 38s | +$1.09 | +1.63M | +34 | ++ | + | + | + |
| 525 | +plan-slice | +M024/S03 | +opus-4-6 | +Apr 4, 2026, 10:52 AM | +1m 25s | +$0.504 | +567.9k | +12 | ++ | + | + | + |
| 526 | +execute-task | +M024/S03/T01 | +opus-4-6 | +Apr 4, 2026, 10:53 AM | +1m 44s | +$0.752 | +1.10M | +19 | ++ | + | + | + |
| 527 | +execute-task | +M024/S03/T02 | +opus-4-6 | +Apr 4, 2026, 10:55 AM | +3m 51s | +$1.41 | +2.28M | +29 | ++ | + | + | + |
| 528 | +complete-slice | +M024/S03 | +opus-4-6 | +Apr 4, 2026, 10:59 AM | +1m 24s | +$0.401 | +511.3k | +10 | ++ | + | + | + |
| 529 | +research-slice | +M024/S04 | +opus-4-6 | +Apr 4, 2026, 11:00 AM | +3m 47s | +$1.30 | +1.83M | +35 | ++ | + | + | + |
| 530 | +plan-slice | +M024/S04 | +opus-4-6 | +Apr 4, 2026, 11:04 AM | +3m 21s | +$1.24 | +1.75M | +41 | ++ | + | + | + |
| 531 | +execute-task | +M024/S04/T01 | +opus-4-6 | +Apr 4, 2026, 11:07 AM | +4m 29s | +$1.85 | +2.77M | +42 | ++ | + | + | + |
| 532 | +execute-task | +M024/S04/T02 | +opus-4-6 | +Apr 4, 2026, 11:12 AM | +5m 18s | +$1.83 | +2.46M | +34 | ++ | + | + | + |
| 533 | +execute-task | +M024/S04/T03 | +opus-4-6 | +Apr 4, 2026, 11:17 AM | +7m 50s | +$3.53 | +5.51M | +64 | ++ | + | + | + |
| 534 | +complete-slice | +M024/S04 | +opus-4-6 | +Apr 4, 2026, 11:25 AM | +2m 11s | +$0.647 | +791.1k | +12 | ++ | + | + | + |
| 535 | +research-slice | +M024/S05 | +opus-4-6 | +Apr 4, 2026, 11:27 AM | +7m 29s | +$4.29 | +7.46M | +90 | ++ | + | + | + |
| 536 | +plan-slice | +M024/S05 | +opus-4-6 | +Apr 4, 2026, 11:35 AM | +3m 34s | +$1.65 | +2.47M | +46 | ++ | + | + | + |
| 537 | +execute-task | +M024/S05/T01 | +opus-4-6 | +Apr 4, 2026, 11:38 AM | +2m 12s | +$0.874 | +1.30M | +22 | ++ | + | + | + |
| 538 | +execute-task | +M024/S05/T02 | +opus-4-6 | +Apr 4, 2026, 11:40 AM | +5m 0s | +$1.98 | +3.04M | +37 | ++ | + | + | + |
| 539 | +complete-slice | +M024/S05 | +opus-4-6 | +Apr 4, 2026, 11:46 AM | +1m 40s | +$0.546 | +736.6k | +11 | ++ | + | + | + |
| 540 | +research-slice | +M024/S06 | +opus-4-6 | +Apr 4, 2026, 11:47 AM | +1m 57s | +$0.730 | +926.3k | +20 | ++ | + | + | + |
| 541 | +plan-slice | +M024/S06 | +opus-4-6 | +Apr 4, 2026, 11:49 AM | +1m 16s | +$0.331 | +250.5k | +3 | ++ | + | + | + |
| 542 | +execute-task | +M024/S06/T01 | +opus-4-6 | +Apr 4, 2026, 11:50 AM | +5m 10s | +$1.68 | +2.24M | +33 | ++ | + | + | + |
| 543 | +complete-slice | +M024/S06 | +opus-4-6 | +Apr 4, 2026, 11:56 AM | +47s | +$0.273 | +290.1k | +5 | ++ | + | + | + |
| 544 | +validate-milestone | +M024 | +opus-4-6 | +Apr 4, 2026, 11:56 AM | +2m 15s | +$0.784 | +1.02M | +20 | ++ | + | + | + |
| 545 | +complete-milestone | +M024 | +opus-4-6 | +Apr 4, 2026, 11:59 AM | +3m 13s | +$1.14 | +1.63M | +25 | ++ | + | + | + |
Dependencies
+ +
+
+ M001: Chrysopedia Foundation — Infrastructure, Pipeline Core, and Skeleton UI
+
+ done
+ active
+ pending
+ parked
+
+
+
+
+
+
+ M002: M002: Chrysopedia Deployment — GitHub, ub01 Docker Stack, and Production Wiring
+
+ done
+ active
+ pending
+ parked
+
+
+
+
+
+
+ M003: M003: Domain + DNS + Per-Stage LLM Model Routing
+
+ done
+ active
+ pending
+ parked
+
+
+
+
+
+
+ M004: M004: UI Polish, Bug Fixes, Technique Page Redesign, and Article Versioning
+
+ done
+ active
+ pending
+ parked
+
+
+
+
+
+
+ M005: M005: Pipeline Dashboard, Technique Page Redesign, Key Moment Cards
+
+ done
+ active
+ pending
+ parked
+
+
+
+
+
+
+ M006: M006: Admin Nav, Pipeline Log Views, Commit SHA, Tag Polish, Topics Redesign, Footer
+
+ done
+ active
+ pending
+ parked
+
+
+
+
+
+
+ M007: M007: Pipeline Transparency, Auto-Ingest, Admin UX Polish, and Mobile Fixes
+
+ done
+ active
+ pending
+ parked
+
+
+
+
+
+
+ M008: M008: Credibility Debt Cleanup — Broken Links, Test Data, Jargon, Empty Metrics
+
+ done
+ active
+ pending
+ parked
+
+
+
+
+
+
+ M009: Homepage & First Impression
+
+ done
+ active
+ pending
+ parked
+
+
+
+
+
+
+ M010: Discovery, Navigation & Visual Identity
+
+ done
+ active
+ pending
+ parked
+
+
+
+
+
+
+ M011: M011: Interaction Polish, Navigation & Accessibility
+
+ done
+ active
+ pending
+ parked
+
+
+
+
+
+
+ M012: M012: Multi-Field Composite Search & Sort Controls
+
+ done
+ active
+ pending
+ parked
+
+
+
+
+
+
+ M013: M013: Prompt Quality Toolkit — LLM Fitness, Scoring, and Automated Optimization
+
+ done
+ active
+ pending
+ parked
+
+
+
+
+
+
+ M014: M014: Multi-Source Technique Pages — Nested Sections, Composition, Citations, and Section Search
+
+ done
+ active
+ pending
+ parked
+
+
+
+
+
+
+ M015: M015: Social Proof, Freshness Signals & Admin UX
+
+ done
+ active
+ pending
+ parked
+
+
+
+
+
+
+ M016: M016: Visual Identity & Reading Experience
+
+ done
+ active
+ pending
+ parked
+
+
+
+
+
+
+ M017: M017: Creator Profile Page — Hero, Stats, Featured Technique & Admin Editing
+
+ done
+ active
+ pending
+ parked
+
+
+
+
+
+
+ M018: M018: Phase 2 Research & Documentation — Site Audit and Forgejo Wiki Bootstrap
+
+ done
+ active
+ pending
+ parked
+
+
+
+
+
+
+ M019: Foundations — Auth, Consent & LightRAG
+
+ done
+ active
+ pending
+ parked
+
+
+
+
+
+
+ M020: Core Experiences — Player, Impersonation & Knowledge Routing
+
+ done
+ active
+ pending
+ parked
+
+
+
+
+
+
+ M021: Intelligence Online — Chat, Chapters & Search Cutover
+
+ done
+ active
+ pending
+ parked
+
+
+
+
+
+
+ M022: Creator Tools & Personality
+
+ done
+ active
+ pending
+ parked
+
+
+
+
+
+
+ M023: MVP Integration — Demo Build
+
+ done
+ active
+ pending
+ parked
+
+
+
+
+
+
+ M024: Polish, Shorts Pipeline & Citations
+
+ done
+ active
+ pending
+ parked
+
+
+
+
+
+
+M025: Hardening & Launch Prep
+
+ done
+ active
+ pending
+ parked
+
+
+
+
+ Metrics
+ +$590.21Total cost
835.08MTotal tokens
11.9kInput
3.56MOutput
816.67MCache read
14.84MCache write
25h 38mDuration
545Units
13446Tool calls
0Truncations
+
+
+ Token breakdown
+ +Input: 11.9k (0.0%)Output: 3.56M (0.4%)Cache read: 816.67M (97.8%)Cache write: 14.84M (1.8%)
+
+
+
+ Cost over time
+ +
+
+
+
+
+ Cost by phase
+ + + + + + + +Tokens by phase
+ + + + + + + +
+
+
+
+
+
+ Cost by slice
+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +Cost by model
+ +Duration by slice
+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+
+
+Slice timeline
+ +Health
+ +| Token profile | standard |
| Truncation rate | 0.0% per unit (0 total) |
| Continue-here rate | 0.0% per unit (0 total) |
| Tool calls | 13446 |
| Messages | 10591 assistant / 4 user |
Tier breakdown
+| Tier | Units | Cost | Tokens |
|---|---|---|---|
| unknown | +545 | $590.21 | +835.08M |
Doctor Run History
+| Time | Summary | |
|---|---|---|
| ✓ | +2026-04-03 06:20:08 | +Clean · 5 fixed · 331 runtime file(s) are tracked by git: .gsd/activity/001-execute-task-M001-S01-T01.jsonl, .gsd/activity/002-execute-task-M001-S01-T02.jsonl, .gsd/activity/003-execute-task-M001-S01-T03.jsonl, .gsd/activity/004-execute-task-M001-S01-T04.jsonl, .gsd/activity/005-execute-task-M001-S01-T05.jsonl... | +
⚠ 331 runtime file(s) are tracked by git: .gsd/activity/001-execute-task-M001-S01-T01.jsonl, .gsd/activity/002-execute-task-M001-S01-T02.jsonl, .gsd/activity/003-execute-task-M001-S01-T03.jsonl, .gsd/activity/004-execute-task-M001-S01-T04.jsonl, .gsd/activity/005-execute-task-M001-S01-T05.jsonl... project ⚠ 4 critical GSD runtime pattern(s) missing from .gitignore: .gsd/activity/, .gsd/runtime/, .gsd/auto.lock, .gsd/completed-units.json project ⚠ .env.example exists but no .env or .env.local found — Copy .env.example to .env and fill in values environment ↳ untracked 331 runtime file(s) ↳ added missing GSD runtime patterns to .gitignore | ||
Changelog 112
+ +
+
+
+ M024/S06
+ Forgejo KB Update — Shorts, Embed, Citations
+ Apr 4, 2026, 11:56 AM
+
+ Updated 7 Forgejo wiki pages with M024 feature documentation covering shorts publishing, embed support, timeline pins, auto-captioning, templates, and citation UX.
+ +Decisions
+
+
+ - Vite define with JSON.stringify for build-time constant injection
- execSync for local git SHA with VITE_GIT_COMMIT env var fallback for Docker builds
- ARG+ENV pattern in Dockerfile.web matching existing API service pattern
- Read package.json via fs.readFileSync to avoid TS module resolution issues in Vite config
+
+ 7 files modified
+-
+
Home.md (Forgejo wiki)— Added M024 feature list entries: shorts publishing, embed support, timeline pins, inline player, auto-captioning, templates, citation UXData-Model.md (Forgejo wiki)— Added share_token, captions_enabled, shorts_template columns and migrations 026-028API-Surface.md (Forgejo wiki)— Added 3 new endpoints (public shorts, template CRUD), updated generate-shorts params, bumped endpoint countFrontend.md (Forgejo wiki)— Added ShortPlayer, EmbedPlayer, ChapterMarkers upgrade, inline player, shared utilities, HighlightQueue updatesPipeline.md (Forgejo wiki)— Added caption_generator, card_renderer modules, shorts_generator updates, 45 unit testsPlayer.md (Forgejo wiki)— Added key moment pins, inline player on technique pages, embed player documentationChat-Engine.md (Forgejo wiki)— Added citation metadata propagation, shared parseChatCitations, timestamp badge links, video filename on source cards
+
+
+
+ M024/S05
+ [B] Citation UX Improvements
+ Apr 4, 2026, 11:47 AM
+
+ Chat citations now carry video metadata (source_video_id, start_time, end_time, video_filename) from backend through SSE to frontend, where timestamp badge links and video filename labels appear on source cards.
+ +Decisions
+
+
+ - [object Object]
- [object Object]
- [object Object]
- [object Object]
- [object Object]
- [object Object]
- 300ms asyncio.wait_for timeout on both embedding and Qdrant calls
- Topics endpoint loads canonical_tags.yaml at request time and counts tag matches from DB
- Mocked SearchService at router dependency level for integration tests
- Duplicated request<T> helper in public-client.ts to avoid coupling public and admin API clients
+
+ 9 files modified
+-
+
backend/search_service.py— Added video metadata fields to _enrich_qdrant_results() and _keyword_search_and() for key_moment resultsbackend/chat_service.py— Added video fields to _build_sources() SSE source eventsfrontend/src/api/chat.ts— Extended ChatSource interface with source_video_id, start_time, end_time, video_filenamefrontend/src/utils/chatCitations.tsx— New shared parseChatCitations utility extracted from ChatPage and ChatWidgetfrontend/src/utils/formatTime.ts— New shared formatTime utility replacing duplicated implementationsfrontend/src/pages/ChatPage.tsx— Replaced local citation parser with shared import, added timestamp badges and video metadata to source cardsfrontend/src/pages/ChatPage.module.css— Added .timestampBadge and .videoMeta CSS classesfrontend/src/components/ChatWidget.tsx— Replaced local citation parser with shared import, added timestamp badges and video metadata to source cardsfrontend/src/components/ChatWidget.module.css— Added .timestampBadge, .videoMeta, and .sourceContent CSS classes
+
+
+
+ M024/S04
+ [B] Auto-Captioning + Template System
+ Apr 4, 2026, 11:27 AM
+
+ Shorts now have Whisper-generated ASS karaoke subtitles and creator-configurable intro/outro cards, with admin UI for template management and per-highlight captions toggle.
+ +Decisions
+
+
+ - Redis mode toggle uses per-request get_redis() with aclose() — no connection pool (D007)
- API client uses bare fetch() with shared request() helper — no external HTTP library
- MomentDetail fetches full queue to find moment by ID since no single-moment GET endpoint exists
- Split creates new moment with '(split)' title suffix; merge combines summaries with double-newline separator
- Split dialog validates timestamp client-side before API call
+
+ 15 files modified
+-
+
backend/pipeline/caption_generator.py— New: ASS subtitle generator with karaoke word-by-word highlightingbackend/pipeline/card_renderer.py— New: ffmpeg-based card renderer with concat demuxer pipelinebackend/pipeline/shorts_generator.py— Modified: added ass_path param to extract_clip, added extract_clip_with_template for intro/outro concatbackend/pipeline/stages.py— Modified: stage_generate_shorts now loads transcripts for captions and creator templates for cardsbackend/models.py— Modified: added captions_enabled to GeneratedShort, shorts_template JSONB to Creatorbackend/routers/creators.py— Modified: added admin_router with GET/PUT shorts-template endpointsbackend/schemas.py— Modified: added ShortsTemplateConfig and ShortsTemplateUpdate schemasbackend/main.py— Modified: mounted creators admin_routerbackend/routers/shorts.py— Modified: generate-shorts endpoint accepts captions paramfrontend/src/api/templates.ts— New: API client for shorts template CRUDfrontend/src/api/shorts.ts— Modified: generate shorts call passes captions flagfrontend/src/pages/HighlightQueue.tsx— Modified: added collapsible template config panel and captions togglefrontend/src/pages/HighlightQueue.module.css— Modified: styles for template config panelalembic/versions/027_add_captions_enabled.py— New: migration adding captions_enabled boolean to generated_shortsalembic/versions/028_add_shorts_template.py— New: migration adding shorts_template JSONB to creators
+
+
+
+ M024/S03
+ [A] Embed Support (iframe Snippet)
+ Apr 4, 2026, 11:00 AM
+
+ Creators can copy an iframe embed snippet from WatchPage, and /embed/:videoId renders a chrome-free player suitable for iframe embedding.
+ +Decisions
+
+
+ - Sync OpenAI/SQLAlchemy/Qdrant throughout Celery tasks — no async in worker context (D004)
- Embedding/Qdrant stage is non-blocking side-effect — failures don't break pipeline (D005)
- Stage 4 classification stored in Redis (24h TTL) due to missing KeyMoment columns
- Pipeline dispatch from ingest is best-effort; manual trigger returns 503 on Celery failure
- LLMClient retries once with JSON nudge on malformed LLM output before failing
+
+ 7 files modified
+-
+
frontend/src/utils/clipboard.ts— New shared copyToClipboard utility extracted from ShortPlayerfrontend/src/pages/EmbedPlayer.tsx— New chrome-free embed player page with video/audio supportfrontend/src/pages/EmbedPlayer.module.css— Full-viewport dark layout styles for embed playerfrontend/src/pages/ShortPlayer.tsx— Updated to import copyToClipboard from shared utilityfrontend/src/App.tsx— Added /embed/:videoId route before AppShell catch-allfrontend/src/pages/WatchPage.tsx— Added Copy Embed Code button with audio-aware iframe snippetfrontend/src/App.css— Added styles for embed copy button
+
+
+
+ M024/S02
+ [A] Key Moment Pins on Player Timeline
+ Apr 4, 2026, 10:49 AM
+
+ Key technique moments now appear as color-coded clickable circle pins on the player timeline with active highlighting, and technique pages include a collapsible inline player with bibliography seek wiring.
+ +Decisions
+
+
+ - Used NullPool for test engine to avoid asyncpg connection contention in pytest-asyncio
- Fixed _now() helper to return naive UTC datetimes for asyncpg TIMESTAMP WITHOUT TIME ZONE compatibility
- Used slugify helper inline in ingest.py rather than a shared utils module
- Set file_path to {creator_folder}/{source_file} for new SourceVideo records
+
+ 4 files modified
+-
+
frontend/src/components/ChapterMarkers.tsx— Replaced thin tick markers with 12px circle pins, added currentTime prop for active-state highlighting, enriched tooltips with title + time range + content typefrontend/src/components/PlayerControls.tsx— Passes currentTime to ChapterMarkersfrontend/src/pages/TechniquePage.tsx— Added collapsible inline player section with chapter pins, bibliography seek wiring, and multi-source-video selectorfrontend/src/App.css— Added pin color custom properties, pin/active/tooltip styles, technique-player collapse/expand styles
+
+
+
+ M024/S01
+ [A] Shorts Publishing Flow
+ Apr 4, 2026, 10:37 AM
+
+ Shorts get shareable public URLs with token-based access, a standalone video player page, and copy-to-clipboard share/embed buttons on the admin queue.
+ +Decisions
+
+
+ - [object Object]
- env_file uses required: false so docker compose config validates on fresh clones
- POSTGRES_PASSWORD uses :-changeme default instead of :? to avoid config failures
- PostgreSQL exposed on host port 5433 to avoid conflicts with other projects
- SQLAlchemy relationship import aliased to sa_relationship to avoid column name clash
- Separate PostgreSQL enum type names to avoid collisions (key_moment_content_type vs content_type)
- Health check at /health performs real DB SELECT 1; lightweight /api/v1/health also available
- Whisper import deferred so --help works without openai-whisper installed
- Sample transcript uses realistic music production content for downstream pipeline testing
+
+ 12 files modified
+-
+
backend/models.py— Added share_token column to GeneratedShortalembic/versions/026_add_share_token.py— Migration: add share_token column, backfill existing complete shorts, create unique indexbackend/pipeline/stages.py— Generate share_token on short completion in stage_generate_shortsbackend/routers/shorts.py— Added share_token to GeneratedShortResponse schemabackend/routers/shorts_public.py— New public unauthenticated endpoint for resolving share tokensbackend/main.py— Registered shorts_public routerfrontend/src/pages/ShortPlayer.tsx— New public video player pagefrontend/src/pages/ShortPlayer.module.css— Styles for ShortPlayer pagefrontend/src/api/shorts.ts— Added fetchPublicShort and PublicShortResponse type, share_token on GeneratedShortfrontend/src/App.tsx— Registered /shorts/:token as public routefrontend/src/pages/HighlightQueue.tsx— Added share link and embed code copy buttons for completed shortsfrontend/src/pages/HighlightQueue.module.css— Styles for share/embed buttons
+
+
+
+ M023/S05
+ Forgejo KB Update — Demo Build Docs
+ Apr 4, 2026, 10:18 AM
+
+ Updated 8 Forgejo wiki pages with M023 demo build features: post editor, MinIO file sharing, shorts pipeline, 5-tier personality interpolation, and decisions D042-D044.
+ +Decisions
+
+
+ - [object Object]
- [object Object]
- [object Object]
- [object Object]
- [object Object]
- [object Object]
- 300ms asyncio.wait_for timeout on both embedding and Qdrant calls
- Topics endpoint loads canonical_tags.yaml at request time and counts tag matches from DB
- Mocked SearchService at router dependency level for integration tests
- Duplicated request<T> helper in public-client.ts to avoid coupling public and admin API clients
+
+ 8 files modified
+-
+
Home.md (wiki)— Added post editor, shorts pipeline, personality interpolation to feature list; updated countsData-Model.md (wiki)— Added Post, PostAttachment, GeneratedShort models with enums and migrations 024-025API-Surface.md (wiki)— Added 10 new endpoints (posts CRUD, files, shorts); count 61→71Frontend.md (wiki)— Added PostEditor, PostsFeed, HighlightQueue shorts UI, ChatWidget personality slider docsChat-Engine.md (wiki)— Documented 5-tier personality interpolation with weight thresholds and temperature scalingDecisions.md (wiki)— Appended D042 (Tiptap), D043 (3-tier superseded), D044 (5-tier interpolation)Configuration.md (wiki)— Added MinIO settings and video_source_path for shorts pipeline_Sidebar.md (wiki)— Added Posts link under Features section
+
+
+
+ M023/S04
+ [B] Personality Slider (Full Interpolation)
+ Apr 4, 2026, 10:08 AM
+
+ Replaced 3-tier personality step function with 5-tier continuous interpolation and added visual slider feedback (gradient fill, tier labels, numeric value).
+ +Decisions
+
+
+ - Redis mode toggle uses per-request get_redis() with aclose() — no connection pool (D007)
- API client uses bare fetch() with shared request() helper — no external HTTP library
- MomentDetail fetches full queue to find moment by ID since no single-moment GET endpoint exists
- Split creates new moment with '(split)' title suffix; merge combines summaries with double-newline separator
- Split dialog validates timestamp client-side before API call
+
+ 4 files modified
+-
+
backend/chat_service.py— Rewrote _build_personality_block() from 3-tier step function to 5-tier continuous interpolation with progressive field inclusionbackend/tests/test_chat.py— Added parametrized tier coverage test and phrase scaling test (11 personality tests total)frontend/src/components/ChatWidget.tsx— Added getTierLabel() helper, --slider-fill CSS custom property, tier label + value display below sliderfrontend/src/components/ChatWidget.module.css— Added gradient track fill via --slider-fill, .sliderSection wrapper, .tierLabel and .tierValue styles
+
+
+
+ M023/S03
+ [B] Shorts Generation Pipeline v1
+ Apr 4, 2026, 09:54 AM
+
+ Shorts pipeline extracts video clips from approved highlights in 3 format presets (vertical, square, horizontal), stores in MinIO, and exposes generate/list/download through API and HighlightQueue UI.
+ +Decisions
+
+
+ - Sync OpenAI/SQLAlchemy/Qdrant throughout Celery tasks — no async in worker context (D004)
- Embedding/Qdrant stage is non-blocking side-effect — failures don't break pipeline (D005)
- Stage 4 classification stored in Redis (24h TTL) due to missing KeyMoment columns
- Pipeline dispatch from ingest is best-effort; manual trigger returns 503 on Celery failure
- LLMClient retries once with JSON nudge on malformed LLM output before failing
+
+ 12 files modified
+-
+
backend/models.py— Added FormatPreset, ShortStatus enums and GeneratedShort model with FK to highlight_candidatesbackend/config.py— Added video_source_path setting (default /videos)docker/Dockerfile.api— Added ffmpeg to apt-get installdocker-compose.yml— Added /vmPool/r/services/chrysopedia_videos:/videos:ro volume mount to API and worker servicesalembic/versions/025_add_generated_shorts.py— Migration creating generated_shorts table with formatpreset and shortstatus enumsbackend/pipeline/shorts_generator.py— New ffmpeg wrapper: PRESETS dict, extract_clip(), resolve_video_path()backend/pipeline/stages.py— Added stage_generate_shorts Celery task with per-preset processingbackend/routers/shorts.py— New router: POST generate, GET list, GET download endpointsbackend/main.py— Registered shorts routerfrontend/src/api/shorts.ts— New API client with typed generateShorts, fetchShorts, getShortDownloadUrlfrontend/src/pages/HighlightQueue.tsx— Added generate button, per-preset status badges, download links, 5s pollingfrontend/src/pages/HighlightQueue.module.css— Styles for shorts UI: badges, buttons, pulsing processing animation
+
+
+
+ M023/S02
+ [A] Chat Widget ↔ Chat Engine Wiring (INT-1)
+ Apr 4, 2026, 09:32 AM
+
+ Chat widget sends personality_weight (0.0–1.0) to chat engine; backend modulates system prompt with creator voice profile and scales LLM temperature; frontend slider wired end-to-end.
+ +Decisions
+
+
+ - Used NullPool for test engine to avoid asyncpg connection contention in pytest-asyncio
- Fixed _now() helper to return naive UTC datetimes for asyncpg TIMESTAMP WITHOUT TIME ZONE compatibility
- Used slugify helper inline in ingest.py rather than a shared utils module
- Set file_path to {creator_folder}/{source_file} for new SourceVideo records
+
+ 6 files modified
+-
+
backend/routers/chat.py— Added personality_weight field to ChatRequest, forwarded to stream_response()backend/chat_service.py— Added personality_weight param, Creator profile query, system prompt modulation, temperature scalingbackend/tests/test_chat.py— 9 new tests: weight forwarding, prompt injection, null fallback, validation boundariesfrontend/src/api/chat.ts— Added personalityWeight param to streamChat(), sent as personality_weight in POST bodyfrontend/src/components/ChatWidget.tsx— Added personality slider state + range input in header with Encyclopedic/Creator Voice labelsfrontend/src/components/ChatWidget.module.css— Slider row styles, custom range input styling matching dark theme
+
+
+
+ M023/S01
+ [A] Post Editor + File Sharing
+ Apr 4, 2026, 09:19 AM
+
+ Full post editor with Tiptap rich text, MinIO-backed file attachments, CRUD API, public feed rendering, and creator management page.
+ +Decisions
+
+
+ - [object Object]
- env_file uses required: false so docker compose config validates on fresh clones
- POSTGRES_PASSWORD uses :-changeme default instead of :? to avoid config failures
- PostgreSQL exposed on host port 5433 to avoid conflicts with other projects
- SQLAlchemy relationship import aliased to sa_relationship to avoid column name clash
- Separate PostgreSQL enum type names to avoid collisions (key_moment_content_type vs content_type)
- Health check at /health performs real DB SELECT 1; lightweight /api/v1/health also available
- Whisper import deferred so --help works without openai-whisper installed
- Sample transcript uses realistic music production content for downstream pipeline testing
+
+ 23 files modified
+-
+
docker-compose.yml— Added MinIO service with healthcheck, volume, internal networkbackend/config.py— Added MinIO connection settingsbackend/minio_client.py— Created — lazy-init MinIO client, ensure_bucket, upload, delete, presigned URLbackend/models.py— Added Post and PostAttachment models with FKs and cascadebackend/schemas.py— Added post CRUD and attachment Pydantic schemasbackend/requirements.txt— Added minio packagebackend/auth.py— Added get_optional_user dependencybackend/routers/posts.py— Created — 5 CRUD endpoints with auth and ownershipbackend/routers/files.py— Created — multipart upload and signed download URLbackend/main.py— Registered posts and files routers, added MinIO bucket initalembic/versions/024_add_posts_and_attachments.py— Created — posts and post_attachments tablesdocker/nginx.conf— Bumped client_max_body_size to 100mfrontend/src/api/client.ts— Added requestMultipart helperfrontend/src/api/posts.ts— Created — TypeScript types and API functions for postsfrontend/src/pages/PostEditor.tsx— Created — Tiptap editor with toolbar, file attachments, save flowfrontend/src/pages/PostEditor.module.css— Created — dark theme editor stylesfrontend/src/components/PostsFeed.tsx— Created — public feed with HTML rendering and downloadsfrontend/src/components/PostsFeed.module.css— Created — feed card stylesfrontend/src/pages/PostsList.tsx— Created — creator post management pagefrontend/src/pages/PostsList.module.css— Created — management page stylesfrontend/src/pages/CreatorDetail.tsx— Integrated PostsFeed componentfrontend/src/App.tsx— Added PostEditor, PostsList lazy imports and routesfrontend/src/pages/CreatorDashboard.tsx— Added Posts link to SidebarNav
+
+
+
+ M022/S07
+ Forgejo KB Update — Follow, Personality, Highlights
+ Apr 4, 2026, 08:47 AM
+
+ Forgejo wiki updated with 9 files (1 new, 8 modified) documenting all M022 features: follow system, personality profiles, highlight detection v2, chat widget, multi-turn memory, and creator tiers.
+ +Decisions
+
+
+ - Removed Qdrant type_filter for topics scope so technique_section results appear in semantic search
- Section title field carries page title; section_heading is separate field for frontend display
- Generalized TechniquePage hash scroll to any fragment (not just #km- prefix)
+
+ 9 files modified
+-
+
Personality-Profiles.md— New wiki page: personality extraction pipeline, JSONB schema, admin endpoint, frontend componentHome.md— Added M022 features to feature list and quick linksHighlights.md— Updated 7→10 dimensions, added audio proxy signals, trim columns, creator endpointsChat-Engine.md— Added multi-turn memory section and ChatWidget component docsData-Model.md— Added CreatorFollow, personality_profile JSONB, trim columns, migrations 021-023API-Surface.md— Updated 50→61 endpoints, added follow/highlight/personality/chat endpointsFrontend.md— Added HighlightQueue, CreatorTiers, ChatWidget, PersonalityProfile componentsDecisions.md— Added D036-D041, reorganized into themed sections_Sidebar.md— Added Personality-Profiles link under Features
+
+
+
+ M022/S06
+ [B] Personality Profile Extraction
+ Apr 4, 2026, 08:33 AM
+
+ Full personality profile extraction pipeline: JSONB storage, LLM-powered analysis of creator transcripts with 3-tier sampling, Pydantic validation, admin trigger endpoint, and collapsible frontend component.
+ +Decisions
+
+
+ - Vite define with JSON.stringify for build-time constant injection
- execSync for local git SHA with VITE_GIT_COMMIT env var fallback for Docker builds
- ARG+ENV pattern in Dockerfile.web matching existing API service pattern
- Read package.json via fs.readFileSync to avoid TS module resolution issues in Vite config
+
+ 11 files modified
+-
+
backend/models.py— Added personality_profile JSONB column to Creator modelbackend/schemas.py— Added PersonalityProfile validation model with nested sub-models + CreatorDetail fieldbackend/routers/creators.py— Passes personality_profile through in get_creator endpointbackend/routers/admin.py— Added POST /admin/creators/{slug}/extract-profile endpointbackend/pipeline/stages.py— Added _sample_creator_transcripts() helper and extract_personality_profile Celery taskalembic/versions/023_add_personality_profile.py— Migration adding personality_profile JSONB column to creators tableprompts/personality_extraction.txt— LLM prompt template for personality extractionfrontend/src/components/PersonalityProfile.tsx— New collapsible personality profile component with 3 sub-cardsfrontend/src/api/creators.ts— Updated CreatorDetailResponse type with personality_profile interfacesfrontend/src/pages/CreatorDetail.tsx— Wired PersonalityProfile component into pagefrontend/src/App.css— Added personality profile CSS styles
+
+
+
+ M022/S05
+ [B] Highlight Detection v2 (Audio Signals)
+ Apr 4, 2026, 08:15 AM
+
+ Highlight scorer expanded from 7 to 10 dimensions with speech-rate variance, pause density, and speaking-pace fitness derived from word-level transcript timing data — deployed and verified on 62 real candidates.
+ +Decisions
+
+
+ - [object Object]
- [object Object]
- [object Object]
- [object Object]
- [object Object]
- [object Object]
- 300ms asyncio.wait_for timeout on both embedding and Qdrant calls
- Topics endpoint loads canonical_tags.yaml at request time and counts tag matches from DB
- Mocked SearchService at router dependency level for integration tests
- Duplicated request<T> helper in public-client.ts to avoid coupling public and admin API clients
+
+ 4 files modified
+-
+
backend/pipeline/highlight_scorer.py— Added extract_word_timings(), _speech_rate_variance(), _pause_density(), _speaking_pace_fitness(); rebalanced _WEIGHTS to 10 dimensions; updated score_moment() with optional word_timings parameterbackend/pipeline/highlight_schemas.py— Added speech_rate_variance_score, pause_density_score, speaking_pace_score fields to HighlightScoreBreakdownbackend/pipeline/test_highlight_scorer.py— Added 34 new tests for word timing extraction, speech rate variance, pause density, speaking pace fitness, and backward compatibilitybackend/pipeline/stages.py— Updated stage_highlight_detection() to load transcript JSON, extract word timings per moment, pass to scorer; fixed constraint name bug
+
+
+
+ M022/S04
+ [B] Multi-Turn Conversation Memory
+ Apr 4, 2026, 07:55 AM
+
+ Multi-turn conversations maintain context across messages using Redis-backed history with conversation_id threading through API, SSE events, and both frontend chat surfaces.
+ +Decisions
+
+
+ - Redis mode toggle uses per-request get_redis() with aclose() — no connection pool (D007)
- API client uses bare fetch() with shared request() helper — no external HTTP library
- MomentDetail fetches full queue to find moment by ID since no single-moment GET endpoint exists
- Split creates new moment with '(split)' title suffix; merge combines summaries with double-newline separator
- Split dialog validates timestamp client-side before API call
+
+ 7 files modified
+-
+
backend/chat_service.py— Added _load_history/_save_history methods, conversation_id param, history injection into LLM messages, response accumulation and save after streamingbackend/routers/chat.py— ChatRequest gained optional conversation_id field, done event includes conversation_id, Redis passed to ChatService constructorbackend/tests/test_chat.py— Added mock_redis fixture and 7 new tests for conversation memory (save, inject, cap, TTL, auto-ID, fallback)frontend/src/api/chat.ts— streamChat() gained conversationId param and ChatDoneMeta type for done event parsingfrontend/src/components/ChatWidget.tsx— Added conversationId state, crypto.randomUUID() on first send, done event update, reset on closefrontend/src/pages/ChatPage.tsx— Converted from single-response to multi-message UI with conversation threading, new-conversation button, per-message citationsfrontend/src/pages/ChatPage.module.css— Replaced with conversation bubble layout, headerRow, sticky input, responsive styles
+
+
+
+ M022/S03
+ [A] Chat Widget Shell (UI Only)
+ Apr 4, 2026, 07:43 AM
+
+ Floating chat widget on creator profile pages with streaming SSE responses, suggested questions, typing indicator, citation links, and responsive layout.
+ +Decisions
+
+
+ - Sync OpenAI/SQLAlchemy/Qdrant throughout Celery tasks — no async in worker context (D004)
- Embedding/Qdrant stage is non-blocking side-effect — failures don't break pipeline (D005)
- Stage 4 classification stored in Redis (24h TTL) due to missing KeyMoment columns
- Pipeline dispatch from ingest is best-effort; manual trigger returns 503 on Celery failure
- LLMClient retries once with JSON nudge on malformed LLM output before failing
+
+ 3 files modified
+-
+
frontend/src/components/ChatWidget.tsx— New floating chat widget component with streaming SSE, citations, suggested questions, typing indicatorfrontend/src/components/ChatWidget.module.css— CSS module for chat widget — 38 custom property refs, responsive layout, animationsfrontend/src/pages/CreatorDetail.tsx— Added ChatWidget import and mount with creator name + techniques props
+
+
+
+ M022/S02
+ [A] Follow System + Tier UI (Demo Placeholders)
+ Apr 4, 2026, 07:35 AM
+
+ Follow system (backend + UI) and tier config page with Coming Soon placeholders deployed to production
+ +Decisions
+
+
+ - Used NullPool for test engine to avoid asyncpg connection contention in pytest-asyncio
- Fixed _now() helper to return naive UTC datetimes for asyncpg TIMESTAMP WITHOUT TIME ZONE compatibility
- Used slugify helper inline in ingest.py rather than a shared utils module
- Set file_path to {creator_folder}/{source_file} for new SourceVideo records
+
+ 14 files modified
+-
+
backend/models.py— Added CreatorFollow model with user_id/creator_id FKs and unique constraintbackend/routers/follows.py— New router with 4 endpoints: follow, unfollow, status check, my-followsbackend/schemas.py— Added FollowResponse, FollowStatusResponse, FollowedCreatorItem schemas + follower_count to CreatorDetailbackend/routers/creators.py— Added follower_count query to creator detail endpointbackend/main.py— Registered follows routeralembic/versions/022_add_creator_follows.py— Pure SQL migration for creator_follows tablefrontend/src/api/follows.ts— New API client for follow/unfollow/status/listfrontend/src/api/creators.ts— Added follower_count to CreatorDetailResponsefrontend/src/pages/CreatorDetail.tsx— Added follow button and follower count displayfrontend/src/pages/CreatorTiers.tsx— New tier config page with Free/Pro/Premium cardsfrontend/src/pages/CreatorTiers.module.css— CSS module for tier page stylingfrontend/src/pages/CreatorDashboard.tsx— Added Tiers link to sidebar navfrontend/src/App.tsx— Added /creator/tiers routefrontend/src/App.css— Added follow button styles
+
+
+
+ M022/S01
+ [A] Highlight Reel + Shorts Queue UI
+ Apr 4, 2026, 07:03 AM
+
+ Creator-scoped highlight review queue with backend endpoints (list/detail/status/trim) and full frontend page (filter tabs, score bars, approve/discard/trim actions) wired into creator dashboard.
+ +Decisions
+
+
+ - [object Object]
- env_file uses required: false so docker compose config validates on fresh clones
- POSTGRES_PASSWORD uses :-changeme default instead of :? to avoid config failures
- PostgreSQL exposed on host port 5433 to avoid conflicts with other projects
- SQLAlchemy relationship import aliased to sa_relationship to avoid column name clash
- Separate PostgreSQL enum type names to avoid collisions (key_moment_content_type vs content_type)
- Health check at /health performs real DB SELECT 1; lightweight /api/v1/health also available
- Whisper import deferred so --help works without openai-whisper installed
- Sample transcript uses realistic music production content for downstream pipeline testing
+
+ 9 files modified
+-
+
backend/models.py— Added trim_start and trim_end nullable Float columns to HighlightCandidatealembic/versions/021_add_highlight_trim_columns.py— New migration adding trim columns to highlight_candidates tablebackend/routers/creator_highlights.py— New router with 4 creator-scoped highlight endpointsbackend/main.py— Registered creator_highlights routerfrontend/src/api/highlights.ts— New TypeScript API layer with 4 highlight functionsfrontend/src/pages/HighlightQueue.tsx— New highlight review queue page with filter tabs, cards, actionsfrontend/src/pages/HighlightQueue.module.css— New CSS module for highlight queue pagefrontend/src/App.tsx— Added lazy-loaded HighlightQueue routefrontend/src/pages/CreatorDashboard.tsx— Added Highlights link to SidebarNav
+
+
+
+ M021/S08
+ Forgejo KB Update — Chat, Retrieval, Highlights
+ Apr 4, 2026, 06:43 AM
+
+ Pushed 3 new wiki pages (Chat-Engine, Search-Retrieval, Highlights) and updated 10 existing pages documenting all M021 features to the Forgejo wiki, bringing the total to 19 pages.
+ +Decisions
+
+
+ - Added Features section to wiki sidebar grouping M021 feature pages (Chat-Engine, Search-Retrieval, Highlights)
- Used SSH remote for push since HTTPS lacked credentials
+
+ 13 files modified
+-
+
Chat-Engine.md— New page: SSE streaming protocol, ChatService pipeline, citation format, /api/v1/chat endpointSearch-Retrieval.md— New page: LightRAG cutover, 4-tier creator-scoped cascade, config fields, D039/D040Highlights.md— New page: 7-dimension heuristic scoring, HighlightCandidate model, admin API endpointsHome.md— Added Chat, Highlights, Audio Mode features; updated countsArchitecture.md— Added ChatService, HighlightScorer, LightRAG integrationData-Model.md— Added HighlightCandidate, HighlightStatus, ChapterStatus, sort_order, write_modeAPI-Surface.md— Added chat, stream, chapters, highlight, audit log endpointsFrontend.md— Added ChatPage, ChapterReview, AdminAuditLog, AudioWaveform, ChapterMarkers, ConfirmModalPipeline.md— Added stage_highlight_detection with scoring dimensionsPlayer.md— Added chapter markers, AudioWaveform, wavesurfer.jsImpersonation.md— Added write_mode, ConfirmModal, audit log pageDecisions.md— Added D039 and D040_Sidebar.md— Added Features section with 3 new page links
+
+
+
+ M021/S07
+ [A] Impersonation Polish + Write Mode
+ Apr 4, 2026, 06:31 AM
+
+ Added write-mode impersonation with confirmation modal, red/amber banner differentiation, and paginated admin audit log page.
+ +Decisions
+
+
+ - Removed Qdrant type_filter for topics scope so technique_section results appear in semantic search
- Section title field carries page title; section_heading is separate field for frontend display
- Generalized TechniquePage hash scroll to any fragment (not just #km- prefix)
+
+ 16 files modified
+-
+
backend/auth.py— Added write_mode param to create_impersonation_token, _impersonation_write_mode to get_current_user, conditional logic in reject_impersonationbackend/models.py— Added write_mode boolean column to ImpersonationLogbackend/routers/admin.py— Added StartImpersonationRequest body, ImpersonationLogItem schema, GET /impersonation-log endpointbackend/tests/test_impersonation.py— New file — 5 integration tests for write mode and audit logfrontend/src/components/ConfirmModal.tsx— New reusable confirmation modal with warning/danger variantsfrontend/src/components/ConfirmModal.module.css— Modal styling matching dark themefrontend/src/api/auth.ts— Added writeMode param to impersonateUser, ImpersonationLogEntry interface, fetchImpersonationLog functionfrontend/src/context/AuthContext.tsx— Added isWriteMode state, writeMode param to startImpersonationfrontend/src/pages/AdminUsers.tsx— Split View As / Edit As buttons, Edit As opens ConfirmModalfrontend/src/pages/AdminUsers.module.css— Styles for dual impersonation buttonsfrontend/src/components/ImpersonationBanner.tsx— Red/amber banner mode switching based on isWriteModefrontend/src/components/ImpersonationBanner.module.css— Write-mode red banner stylingfrontend/src/pages/AdminAuditLog.tsx— New admin page with paginated impersonation log tablefrontend/src/pages/AdminAuditLog.module.css— Audit log table stylingfrontend/src/App.tsx— Added lazy import and /admin/audit-log routefrontend/src/components/AdminDropdown.tsx— Added Audit Log link after Users
+
+
+
+ M021/S06
+ [A] Auto-Chapters Review UI
+ Apr 4, 2026, 06:13 AM
+
+ Built full creator chapter review UI: backend CRUD endpoints with auth-guarded chapter management, WaveSurfer waveform with draggable/resizable regions, inline editing, reorder, bulk approve, and routing with video picker.
+ +Decisions
+
+
+ - Vite define with JSON.stringify for build-time constant injection
- execSync for local git SHA with VITE_GIT_COMMIT env var fallback for Docker builds
- ARG+ENV pattern in Dockerfile.web matching existing API service pattern
- Read package.json via fs.readFileSync to avoid TS module resolution issues in Vite config
+
+ 11 files modified
+-
+
backend/models.py— Added ChapterStatus enum, chapter_status and sort_order columns to KeyMomentbackend/schemas.py— Added ChapterUpdate, ChapterReorderItem, ChapterReorderRequest, ChapterBulkApproveRequest schemas; extended ChapterMarkerReadalembic/versions/020_add_chapter_status_and_sort_order.py— Migration adding chapter_status enum type and sort_order columnbackend/routers/creator_chapters.py— New router with 4 auth-guarded chapter management endpointsbackend/routers/videos.py— Updated public chapters endpoint to prefer approved chaptersbackend/main.py— Registered creator_chapters routerfrontend/src/pages/ChapterReview.tsx— Full chapter review page with waveform, inline editing, reorder, bulk approve, and video pickerfrontend/src/pages/ChapterReview.module.css— Styles for chapter review UIfrontend/src/api/videos.ts— Added chapter_status/sort_order to Chapter interface; 4 new API functionsfrontend/src/App.tsx— Added /creator/chapters and /creator/chapters/:videoId routesfrontend/src/pages/CreatorDashboard.tsx— Replaced disabled Content span with active Chapters NavLink
+
+
+
+ M021/S05
+ [A] Audio Mode + Chapter Markers
+ Apr 4, 2026, 05:54 AM
+
+ Media player renders waveform visualization for audio-only content and chapter markers on the timeline derived from KeyMoment data.
+ +Decisions
+
+
+ - [object Object]
- [object Object]
- [object Object]
- [object Object]
- [object Object]
- [object Object]
- 300ms asyncio.wait_for timeout on both embedding and Qdrant calls
- Topics endpoint loads canonical_tags.yaml at request time and counts tag matches from DB
- Mocked SearchService at router dependency level for integration tests
- Duplicated request<T> helper in public-client.ts to avoid coupling public and admin API clients
+
+ 10 files modified
+-
+
backend/routers/videos.py— Added stream_video and get_video_chapters endpointsbackend/schemas.py— Added ChapterMarkerRead and ChaptersResponse Pydantic modelsfrontend/src/api/videos.ts— Added Chapter/ChaptersResponse interfaces and fetchChapters functionfrontend/src/components/AudioWaveform.tsx— New component: wavesurfer.js waveform with RegionsPlugin for chaptersfrontend/src/components/ChapterMarkers.tsx— New component: positioned chapter tick overlay for seek barfrontend/src/components/PlayerControls.tsx— Added chapters prop, seek container wrapper, ChapterMarkers renderingfrontend/src/hooks/useMediaSync.ts— Widened ref type from HTMLVideoElement to HTMLMediaElementfrontend/src/pages/WatchPage.tsx— Added chapter fetching, conditional AudioWaveform/VideoPlayer renderingfrontend/src/App.css— Added audio-waveform and chapter-marker CSS stylesfrontend/package.json— Added wavesurfer.js dependency
+
+
+
+ M021/S04
+ [B] Highlight Detection v1
+ Apr 4, 2026, 05:37 AM
+
+ Heuristic scoring engine scores KeyMoment data into ranked highlight candidates via 7 weighted dimensions, stored in a new highlight_candidates table, exposed through 4 admin API endpoints, and triggerable via Celery task.
+ +Decisions
+
+
+ - Redis mode toggle uses per-request get_redis() with aclose() — no connection pool (D007)
- API client uses bare fetch() with shared request() helper — no external HTTP library
- MomentDetail fetches full queue to find moment by ID since no single-moment GET endpoint exists
- Split creates new moment with '(split)' title suffix; merge combines summaries with double-newline separator
- Split dialog validates timestamp client-side before API call
+
+ 8 files modified
+-
+
backend/models.py— Added HighlightStatus enum and HighlightCandidate ORM modelalembic/versions/019_add_highlight_candidates.py— Migration 019: highlight_candidates table with indexesbackend/pipeline/highlight_schemas.py— Pydantic schemas for scoring breakdown, API response, batch resultbackend/pipeline/highlight_scorer.py— Pure-function scoring engine with 7 weighted dimensionsbackend/pipeline/test_highlight_scorer.py— 28 unit tests for scoring enginebackend/pipeline/stages.py— Added stage_highlight_detection Celery taskbackend/routers/highlights.py— 4 admin API endpoints for highlight detectionbackend/main.py— Registered highlights router
+
+
+
+ M021/S03
+ [B] Chat Engine MVP
+ Apr 4, 2026, 05:24 AM
+
+ Shipped a streaming chat engine with SSE-based backend, encyclopedic LLM prompting with numbered citations, and a dark-themed ChatPage with real-time token display and citation deep-links to technique pages.
+ +Decisions
+
+
+ - Sync OpenAI/SQLAlchemy/Qdrant throughout Celery tasks — no async in worker context (D004)
- Embedding/Qdrant stage is non-blocking side-effect — failures don't break pipeline (D005)
- Stage 4 classification stored in Redis (24h TTL) due to missing KeyMoment columns
- Pipeline dispatch from ingest is best-effort; manual trigger returns 503 on Celery failure
- LLMClient retries once with JSON nudge on malformed LLM output before failing
+
+ 8 files modified
+-
+
backend/chat_service.py— New file: ChatService class with retrieve-prompt-stream pipelinebackend/routers/chat.py— New file: POST /api/v1/chat SSE endpoint with Pydantic validationbackend/main.py— Added chat router import and inclusionbackend/tests/test_chat.py— New file: 6 integration tests for chat endpointfrontend/src/api/chat.ts— New file: SSE client using fetch+ReadableStreamfrontend/src/pages/ChatPage.tsx— New file: Chat page with streaming display, citation parsing, source listfrontend/src/pages/ChatPage.module.css— New file: Dark-themed chat page stylesfrontend/src/App.tsx— Added lazy ChatPage import, /chat route, Chat nav link
+
+
+
+ M021/S02
+ [B] Creator-Scoped Retrieval Cascade
+ Apr 4, 2026, 05:09 AM
+
+ Added 4-tier creator-scoped retrieval cascade (creator → domain → global → none) to SearchService with cascade_tier in API response and 6 integration tests.
+ +Decisions
+
+
+ - Used NullPool for test engine to avoid asyncpg connection contention in pytest-asyncio
- Fixed _now() helper to return naive UTC datetimes for asyncpg TIMESTAMP WITHOUT TIME ZONE compatibility
- Used slugify helper inline in ingest.py rather than a shared utils module
- Set file_path to {creator_folder}/{source_file} for new SourceVideo records
+
+ 4 files modified
+-
+
backend/search_service.py— Added 4 new methods (_resolve_creator, _get_creator_domain, _creator_scoped_search, _domain_scoped_search) and modified search() orchestrator to support creator cascadebackend/schemas.py— Added cascade_tier: str = '' field to SearchResponsebackend/routers/search.py— Added creator query param, wired cascade_tier into responsebackend/tests/test_search.py— Added 6 cascade integration tests with _seed_cascade_data helper
+
+
+
+ M021/S01
+ [B] LightRAG Search Cutover
+ Apr 4, 2026, 04:52 AM
+
+ Primary search endpoint now uses LightRAG /query/data with automatic fallback to Qdrant+keyword on failure, timeout, or empty results.
+ +Decisions
+
+
+ - [object Object]
- env_file uses required: false so docker compose config validates on fresh clones
- POSTGRES_PASSWORD uses :-changeme default instead of :? to avoid config failures
- PostgreSQL exposed on host port 5433 to avoid conflicts with other projects
- SQLAlchemy relationship import aliased to sa_relationship to avoid column name clash
- Separate PostgreSQL enum type names to avoid collisions (key_moment_content_type vs content_type)
- Health check at /health performs real DB SELECT 1; lightweight /api/v1/health also available
- Whisper import deferred so --help works without openai-whisper installed
- Sample transcript uses realistic music production content for downstream pipeline testing
+
+ 3 files modified
+-
+
backend/config.py— Added lightrag_url, lightrag_search_timeout, lightrag_min_query_length settingsbackend/search_service.py— Added _lightrag_search() method, modified search() orchestrator with LightRAG-first fallback logicbackend/tests/test_search.py— Added 7 LightRAG integration tests covering primary path, 4 fallback scenarios, short-query bypass, and ordering
+
+
+
+ M020/S07
+ Forgejo KB Update — Player, Impersonation, LightRAG Validation
+ Apr 4, 2026, 04:12 AM
+
+ Forgejo wiki updated with Player architecture, Impersonation system docs, and LightRAG evaluation results with routing recommendation.
+ +Decisions
+
+
+ - Removed Qdrant type_filter for topics scope so technique_section results appear in semantic search
- Section title field carries page title; section_heading is separate field for frontend display
- Generalized TechniquePage hash scroll to any fragment (not just #km- prefix)
+
+ 1 file modified
+-
+
CLAUDE.md— Updated git remote reference from github.com to git.xpltd.co
+
+
+
+ M020/S06
+ [B] Creator Tagging Pipeline
+ Apr 4, 2026, 03:27 AM
+
+ Enhanced LightRAG and Qdrant metadata with creator/video provenance. Creator-scoped query works. Full reindex in progress. Pipeline operational gaps identified.
+ +Decisions
+
+
+ - Vite define with JSON.stringify for build-time constant injection
- execSync for local git SHA with VITE_GIT_COMMIT env var fallback for Docker builds
- ARG+ENV pattern in Dockerfile.web matching existing API service pattern
- Read package.json via fs.readFileSync to avoid TS module resolution issues in Vite config
+
+ 4 files modified
+-
+
backend/scripts/reindex_lightrag.py— Enhanced metadata, --force, --clear-first, fixed delete APIbackend/scripts/lightrag_query.py— New creator-scoped query CLIbackend/pipeline/qdrant_client.py— Added creator_id to key moment payloadsbackend/pipeline/stages.py— Pass creator_id through to key moment embedding dicts
+
+
+
+ M020/S05
+ [B] LightRAG Validation & A/B Testing
+ Apr 4, 2026, 01:34 AM
+
+ Validated LightRAG against Qdrant search: LightRAG wins 23/25 queries on answer quality but at 86s avg latency vs 99ms. Recommended hybrid routing for M021.
+ +Decisions
+
+
+ - [object Object]
- [object Object]
- [object Object]
- [object Object]
- [object Object]
- [object Object]
- 300ms asyncio.wait_for timeout on both embedding and Qdrant calls
- Topics endpoint loads canonical_tags.yaml at request time and counts tag matches from DB
- Mocked SearchService at router dependency level for integration tests
- Duplicated request<T> helper in public-client.ts to avoid coupling public and admin API clients
+
+ 4 files modified
+-
+
backend/scripts/compare_search.py— New A/B comparison CLI tool for Qdrant vs LightRAG evaluation.gsd/milestones/M020/slices/S05/S05-RESEARCH.md— Research findings and routing recommendation.gsd/milestones/M020/slices/S05/comparison_report.md— Markdown comparison report with per-query results.gsd/milestones/M020/slices/S05/comparison_report.json— Full structured comparison data
+
+
+
+ M020/S04
+ [A] Admin Impersonation
+ Apr 4, 2026, 12:37 AM
+
+ Admins can impersonate any creator via View As button, see an amber warning banner, and exit to restore their admin session — all with full audit logging.
+ +Decisions
+
+
+ - Redis mode toggle uses per-request get_redis() with aclose() — no connection pool (D007)
- API client uses bare fetch() with shared request() helper — no external HTTP library
- MomentDetail fetches full queue to find moment by ID since no single-moment GET endpoint exists
- Split creates new moment with '(split)' title suffix; merge combines summaries with double-newline separator
- Split dialog validates timestamp client-side before API call
+
+ 16 files modified
+-
+
alembic/versions/018_add_impersonation_log.py— New migration for impersonation_log tablebackend/models.py— Added ImpersonationLog modelbackend/auth.py— Added create_impersonation_token, reject_impersonation; updated get_current_user for impersonation detectionbackend/routers/admin.py— New admin router with impersonate start/stop and user listbackend/main.py— Registered admin routerbackend/schemas.py— Added impersonating field to UserResponsebackend/routers/auth.py— Updated GET /me to populate impersonating flag; guarded PUT /me with reject_impersonationbackend/routers/consent.py— Guarded PUT consent with reject_impersonationfrontend/src/api/auth.ts— Added UserListItem, ImpersonateResponse types and 3 API functionsfrontend/src/context/AuthContext.tsx— Added isImpersonating, startImpersonation, exitImpersonationfrontend/src/components/ImpersonationBanner.tsx— New amber warning banner componentfrontend/src/components/ImpersonationBanner.module.css— Banner styles with body padding push-downfrontend/src/pages/AdminUsers.tsx— New admin user list page with View As buttonsfrontend/src/pages/AdminUsers.module.css— Admin users page stylesfrontend/src/App.tsx— Added ImpersonationBanner, AdminUsers route, lazy importfrontend/src/components/AdminDropdown.tsx— Added Users link to admin dropdown
+
+
+
+ M020/S03
+ [A] Consent Dashboard UI
+ Apr 4, 2026, 12:26 AM
+
+ Creators can view and toggle per-video consent settings (KB inclusion, AI training, public display) through the dashboard, with expandable audit history per video.
+ +Decisions
+
+
+ - Sync OpenAI/SQLAlchemy/Qdrant throughout Celery tasks — no async in worker context (D004)
- Embedding/Qdrant stage is non-blocking side-effect — failures don't break pipeline (D005)
- Stage 4 classification stored in Redis (24h TTL) due to missing KeyMoment columns
- Pipeline dispatch from ingest is best-effort; manual trigger returns 503 on Celery failure
- LLMClient retries once with JSON nudge on malformed LLM output before failing
+
+ 8 files modified
+-
+
frontend/src/api/consent.ts— New consent API client with types and 5 fetch functionsfrontend/src/components/ToggleSwitch.tsx— New reusable toggle switch component with accessibilityfrontend/src/components/ToggleSwitch.module.css— CSS module for toggle switch stylingfrontend/src/pages/ConsentDashboard.tsx— New consent dashboard page with per-video toggles and audit historyfrontend/src/pages/ConsentDashboard.module.css— CSS module for consent dashboardfrontend/src/pages/CreatorDashboard.tsx— Added Consent link with padlock icon to SidebarNavfrontend/src/App.tsx— Added lazy-loaded /creator/consent routefrontend/src/api/index.ts— Re-exported consent module from barrel
+
+
+
+ M020/S02
+ [A] Creator Dashboard with Real Analytics
+ Apr 4, 2026, 12:15 AM
+
+ Added authenticated creator dashboard endpoint and replaced placeholder UI with real analytics — 4 stat cards, techniques table, videos table, responsive layout.
+ +Decisions
+
+
+ - Used NullPool for test engine to avoid asyncpg connection contention in pytest-asyncio
- Fixed _now() helper to return naive UTC datetimes for asyncpg TIMESTAMP WITHOUT TIME ZONE compatibility
- Used slugify helper inline in ingest.py rather than a shared utils module
- Set file_path to {creator_folder}/{source_file} for new SourceVideo records
+
+ 8 files modified
+-
+
backend/routers/creator_dashboard.py— New authenticated creator dashboard endpoint with aggregate queries and content listsbackend/schemas.py— Added CreatorDashboardResponse, CreatorDashboardTechnique, CreatorDashboardVideo Pydantic schemasbackend/main.py— Registered creator_dashboard router at /api/v1/creatoralembic/versions/016_add_users_and_invite_codes.py— Rewritten to raw SQL for enum/table creation (asyncpg bug workaround)frontend/src/api/creator-dashboard.ts— New API module with TS types and fetchCreatorDashboard() functionfrontend/src/api/index.ts— Re-exported creator-dashboard modulefrontend/src/pages/CreatorDashboard.tsx— Replaced placeholders with real dashboard: stat cards, techniques table, videos table, loading/error/empty statesfrontend/src/pages/CreatorDashboard.module.css— Styles for stat cards, data tables, badges, responsive mobile layout
+
+
+
+ M020/S01
+ [A] Web Media Player MVP
+ Apr 3, 2026, 11:52 PM
+
+ Custom video player page with HLS playback, speed controls, synchronized transcript sidebar, and clickable timestamp links from technique pages.
+ +Decisions
+
+
+ - [object Object]
- env_file uses required: false so docker compose config validates on fresh clones
- POSTGRES_PASSWORD uses :-changeme default instead of :? to avoid config failures
- PostgreSQL exposed on host port 5433 to avoid conflicts with other projects
- SQLAlchemy relationship import aliased to sa_relationship to avoid column name clash
- Separate PostgreSQL enum type names to avoid collisions (key_moment_content_type vs content_type)
- Health check at /health performs real DB SELECT 1; lightweight /api/v1/health also available
- Whisper import deferred so --help works without openai-whisper installed
- Sample transcript uses realistic music production content for downstream pipeline testing
+
+ 13 files modified
+-
+
backend/routers/videos.py— Added GET /videos/{video_id} and GET /videos/{video_id}/transcript endpointsbackend/schemas.py— Added SourceVideoDetail and TranscriptForPlayerResponse schemasbackend/tests/test_video_detail.py— New: 5 integration tests for video detail and transcript endpointsfrontend/src/hooks/useMediaSync.ts— New: shared playback state hook for video player and transcript syncfrontend/src/components/VideoPlayer.tsx— New: HLS/mp4 video player with lazy-loaded hls.jsfrontend/src/components/PlayerControls.tsx— New: custom controls with speed, volume, seek, fullscreen, keyboard shortcutsfrontend/src/components/TranscriptSidebar.tsx— New: synced transcript sidebar with binary search and auto-scrollfrontend/src/pages/WatchPage.tsx— New: composed watch page with responsive grid layoutfrontend/src/api/videos.ts— New: API client for video detail and transcript endpointsfrontend/src/App.tsx— Added lazy-loaded /watch/:videoId routefrontend/src/pages/TechniquePage.tsx— Wrapped key moment timestamps in Links to /watch/:videoId?t=Xfrontend/src/App.css— Added player, controls, transcript sidebar, and watch page responsive stylesfrontend/package.json— Added hls.js dependency
+
+
+
+ M019/S06
+ Forgejo KB Update — Auth, Consent, LightRAG
+ Apr 3, 2026, 11:25 PM
+
+ Updated 5 existing Forgejo wiki pages and created new Authentication page documenting all M019 subsystems (auth, consent, LightRAG).
+ +Decisions
+
+
+ - Vite define with JSON.stringify for build-time constant injection
- execSync for local git SHA with VITE_GIT_COMMIT env var fallback for Docker builds
- ARG+ENV pattern in Dockerfile.web matching existing API service pattern
- Read package.json via fs.readFileSync to avoid TS module resolution issues in Vite config
+
+ 6 files modified
+-
+
Architecture.md (Forgejo wiki)— Updated container count to 11, added LightRAG to diagram and Docker Services table, added JWT auth descriptionData-Model.md (Forgejo wiki)— Added User, InviteCode, VideoConsent, ConsentAuditLog models, UserRole/ConsentField enumsAPI-Surface.md (Forgejo wiki)— Added 9 auth+consent endpoints, updated totalsDeployment.md (Forgejo wiki)— Added LightRAG service details and volume_Sidebar.md (Forgejo wiki)— Added Authentication page linkAuthentication.md (Forgejo wiki, new)— New page: JWT flow, invite codes, roles, FastAPI deps, frontend auth, consent, LightRAG overview
+
+
+
+ M019/S05
+ [A] Sprint 0 Refactoring Tasks
+ Apr 3, 2026, 11:11 PM
+
+ Split monolithic API client into 10 domain modules, added route-level code splitting for 6 admin/creator pages, and normalized 2 bare-list endpoints to paginated response shape.
+ +Decisions
+
+
+ - [object Object]
- [object Object]
- [object Object]
- [object Object]
- [object Object]
- [object Object]
- 300ms asyncio.wait_for timeout on both embedding and Qdrant calls
- Topics endpoint loads canonical_tags.yaml at request time and counts tag matches from DB
- Mocked SearchService at router dependency level for integration tests
- Duplicated request<T> helper in public-client.ts to avoid coupling public and admin API clients
+
+ 17 files modified
+-
+
frontend/src/api/client.ts— New — shared request helper, ApiError, AUTH_TOKEN_KEY, base URL configfrontend/src/api/index.ts— New — barrel re-exporting all domain modulesfrontend/src/api/search.ts— New — search domain API functionsfrontend/src/api/techniques.ts— New — technique CRUD API functionsfrontend/src/api/creators.ts— New — creator browse/detail API functionsfrontend/src/api/topics.ts— New — topics/subtopics API functions, updated return type for paginated responsefrontend/src/api/stats.ts— New — stats endpoint functionfrontend/src/api/reports.ts— New — report CRUD API functionsfrontend/src/api/admin-pipeline.ts— New — pipeline admin API functionsfrontend/src/api/admin-techniques.ts— New — admin technique page functionsfrontend/src/api/auth.ts— New — auth endpoint functionsfrontend/src/App.tsx— 6 pages converted to React.lazy with Suspense wrappersbackend/schemas.py— Added TopicListResponse and VideoListResponse schemasbackend/routers/topics.py— Returns TopicListResponse instead of bare listbackend/routers/videos.py— Returns VideoListResponse with total count instead of bare listfrontend/src/pages/TopicsBrowse.tsx— Reads .items from paginated topics responsefrontend/src/pages/Home.tsx— Reads .items from paginated topics response
+
+
+
+ M019/S04
+ [B] Reindex Existing Corpus Through LightRAG
+ Apr 3, 2026, 10:55 PM
+
+ Built reindex_lightrag.py script and deployed it to ub01, starting full 90-page corpus reindex through LightRAG with 168 entities extracted from initial 8 pages processed.
+ +Decisions
+
+
+ - Redis mode toggle uses per-request get_redis() with aclose() — no connection pool (D007)
- API client uses bare fetch() with shared request() helper — no external HTTP library
- MomentDetail fetches full queue to find moment by ID since no single-moment GET endpoint exists
- Split creates new moment with '(split)' title suffix; merge combines summaries with double-newline separator
- Split dialog validates timestamp client-side before API call
+
+ 1 file modified
+-
+
backend/scripts/reindex_lightrag.py— New reindex script: PostgreSQL → format → LightRAG POST with resume, polling, dry-run, and limit flags
+
+
+
+ M019/S03
+ [A] Consent Data Model + API Endpoints
+ Apr 3, 2026, 10:18 PM
+
+ Consent data model, 5 API endpoints with ownership verification and versioned audit trail, and 22 integration tests — all verified at import/collection level (DB integration tests require ub01 PostgreSQL).
+ +Decisions
+
+
+ - Sync OpenAI/SQLAlchemy/Qdrant throughout Celery tasks — no async in worker context (D004)
- Embedding/Qdrant stage is non-blocking side-effect — failures don't break pipeline (D005)
- Stage 4 classification stored in Redis (24h TTL) due to missing KeyMoment columns
- Pipeline dispatch from ingest is best-effort; manual trigger returns 503 on Celery failure
- LLMClient retries once with JSON nudge on malformed LLM output before failing
+
+ 7 files modified
+-
+
backend/models.py— Added VideoConsent, ConsentAuditLog models and ConsentField enumalembic/versions/017_add_consent_tables.py— New migration creating video_consents and consent_audit_log tablesbackend/schemas.py— Added consent Pydantic schemas (VideoConsentUpdate, VideoConsentRead, ConsentAuditEntry, ConsentListResponse, ConsentSummary)backend/routers/consent.py— New consent router with 5 endpoints and ownership verificationbackend/main.py— Registered consent router at /api/v1backend/tests/test_consent.py— 22 integration tests for consent endpointsbackend/tests/conftest.py— Added creator_with_videos, creator_user_auth, admin_auth fixtures
+
+
+
+ M019/S02
+ [A] Creator Authentication + Dashboard Shell
+ Apr 3, 2026, 10:04 PM
+
+ Full-stack creator auth system: User/InviteCode models, JWT auth API with 20 passing tests, React auth context with login/register pages, protected dashboard shell with sidebar nav and profile settings.
+ +Decisions
+
+
+ - Used NullPool for test engine to avoid asyncpg connection contention in pytest-asyncio
- Fixed _now() helper to return naive UTC datetimes for asyncpg TIMESTAMP WITHOUT TIME ZONE compatibility
- Used slugify helper inline in ingest.py rather than a shared utils module
- Set file_path to {creator_folder}/{source_file} for new SourceVideo records
+
+ 22 files modified
+-
+
backend/models.py— Added UserRole enum, User model, InviteCode modelbackend/auth.py— Created: password hashing (bcrypt), JWT encode/decode, get_current_user dependency, require_role, seed_invite_codes()backend/schemas.py— Added RegisterRequest, LoginRequest, TokenResponse, UserResponse, UpdateProfileRequest schemasbackend/routers/auth.py— Created: POST /register, POST /login, GET /me, PUT /me endpointsbackend/main.py— Registered auth routerbackend/requirements.txt— Added PyJWT, bcrypt dependenciesalembic/versions/016_add_users_and_invite_codes.py— Migration creating users and invite_codes tablesbackend/tests/conftest.py— Added auth model imports, invite_code/registered_user/auth_headers fixturesbackend/tests/test_auth.py— Created: 20 integration tests for all auth endpointsfrontend/src/context/AuthContext.tsx— Created: AuthProvider, useAuth hook with login/register/logout/rehydrationfrontend/src/api/public-client.ts— Added auth API functions, TypeScript types, auto-inject Authorization header, exported ApiError and AUTH_TOKEN_KEYfrontend/src/pages/Login.tsx— Created: login page with form, error handling, returnTo redirectfrontend/src/pages/Login.module.css— Created: login page stylesfrontend/src/pages/Register.tsx— Created: register page with invite code, validation, error handlingfrontend/src/pages/Register.module.css— Created: register page stylesfrontend/src/components/ProtectedRoute.tsx— Created: auth gate component with returnTo redirectfrontend/src/pages/CreatorDashboard.tsx— Created: dashboard shell with SidebarNav, placeholder cardsfrontend/src/pages/CreatorDashboard.module.css— Created: dashboard layout stylesfrontend/src/pages/CreatorSettings.tsx— Created: profile edit + password change with SidebarNavfrontend/src/pages/CreatorSettings.module.css— Created: settings page stylesfrontend/src/App.tsx— Added AuthProvider wrapper, AppShell extraction, AuthNav, protected routes for /creator/*frontend/src/App.css— Added auth nav and dashboard CSS custom properties
+
+
+
+ M019/S01
+ [B] LightRAG Deployment + Docker Integration
+ Apr 3, 2026, 09:36 PM
+
+ LightRAG service deployed in Docker Compose on ub01 with Qdrant vector storage, Ollama embeddings, DGX Sparks LLM, and verified entity extraction producing music production entities.
+ +Decisions
+
+
+ - [object Object]
- env_file uses required: false so docker compose config validates on fresh clones
- POSTGRES_PASSWORD uses :-changeme default instead of :? to avoid config failures
- PostgreSQL exposed on host port 5433 to avoid conflicts with other projects
- SQLAlchemy relationship import aliased to sa_relationship to avoid column name clash
- Separate PostgreSQL enum type names to avoid collisions (key_moment_content_type vs content_type)
- Health check at /health performs real DB SELECT 1; lightweight /api/v1/health also available
- Whisper import deferred so --help works without openai-whisper installed
- Sample transcript uses realistic music production content for downstream pipeline testing
+
+ 3 files modified
+-
+
docker-compose.yml— Added chrysopedia-lightrag service with healthcheck, depends_on, volumes, port mapping.env.lightrag— Created with LLM, embedding, vector storage, graph storage, and entity type configuration.gsd/KNOWLEDGE.md— Added LightRAG healthcheck knowledge entry
+
+
+
+ M018/S02
+ Forgejo Knowledgebase Bootstrap
+ Apr 3, 2026, 09:09 PM
+
+ Bootstrapped Forgejo wiki at git.xpltd.co/xpltdco/chrysopedia with 10 architecture documentation pages
+ +Decisions
+
+
+ - Used NullPool for test engine to avoid asyncpg connection contention in pytest-asyncio
- Fixed _now() helper to return naive UTC datetimes for asyncpg TIMESTAMP WITHOUT TIME ZONE compatibility
- Used slugify helper inline in ingest.py rather than a shared utils module
- Set file_path to {creator_folder}/{source_file} for new SourceVideo records
+
+ 9 files modified
+-
+
https://git.xpltd.co/xpltdco/chrysopedia/wiki/Home— Wiki homepage with project overview, quick links, scale stats, stack tablehttps://git.xpltd.co/xpltdco/chrysopedia/wiki/Architecture— System architecture, ASCII diagram, Docker services, network topologyhttps://git.xpltd.co/xpltdco/chrysopedia/wiki/Data-Model— All 13 SQLAlchemy models, ER diagram, enums, schema noteshttps://git.xpltd.co/xpltdco/chrysopedia/wiki/API-Surface— All 41 API endpoints grouped by domain with response shapeshttps://git.xpltd.co/xpltdco/chrysopedia/wiki/Frontend— Routes, components, hooks, CSS architecture, build pipelinehttps://git.xpltd.co/xpltdco/chrysopedia/wiki/Pipeline— 6-stage LLM pipeline, prompt system, quality toolkit, watcherhttps://git.xpltd.co/xpltdco/chrysopedia/wiki/Deployment— Docker Compose setup, file layout, healthchecks, rebuild commandshttps://git.xpltd.co/xpltdco/chrysopedia/wiki/Development-Guide— Project structure, common gotchas, testing, adding new featureshttps://git.xpltd.co/xpltdco/chrysopedia/wiki/Decisions— Curated architectural decisions register (D001-D035)
+
+
+
+ M018/S01
+ Browser Agent Site Audit
+ Apr 3, 2026, 07:50 PM
+
+ Produced a 467-line Site Audit Report documenting all 12 routes, 41 API endpoints, 13 data models, CSS architecture, and 8 Phase 2 integration risks from live browser + curl verification of the Chrysopedia site.
+ +Decisions
+
+
+ - [object Object]
- env_file uses required: false so docker compose config validates on fresh clones
- POSTGRES_PASSWORD uses :-changeme default instead of :? to avoid config failures
- PostgreSQL exposed on host port 5433 to avoid conflicts with other projects
- SQLAlchemy relationship import aliased to sa_relationship to avoid column name clash
- Separate PostgreSQL enum type names to avoid collisions (key_moment_content_type vs content_type)
- Health check at /health performs real DB SELECT 1; lightweight /api/v1/health also available
- Whisper import deferred so --help works without openai-whisper installed
- Sample transcript uses realistic music production content for downstream pipeline testing
+
+ 3 files modified
+-
+
.gsd/milestones/M018/slices/S01/AUDIT-FINDINGS.md— Live audit findings from browser + curl verification of all 12 routes and 22 endpoints.gsd/milestones/M018/slices/S01/SITE-AUDIT-REPORT.md— 467-line comprehensive Site Audit Report merging source research with live findings.gsd/milestones/M018/slices/S01/S01-RESEARCH.md— Source code analysis of frontend routes, API endpoints, and architecture
+
+
+
+ M017/S04
+ Admin Profile Editing + Mobile Polish
+ Apr 3, 2026, 09:21 AM
+
+ Added inline admin editing for creator bio/social links and 480px responsive overrides for the creator detail page.
+ +Decisions
+
+
+ - Redis mode toggle uses per-request get_redis() with aclose() — no connection pool (D007)
- API client uses bare fetch() with shared request() helper — no external HTTP library
- MomentDetail fetches full queue to find moment by ID since no single-moment GET endpoint exists
- Split creates new moment with '(split)' title suffix; merge combines summaries with double-newline separator
- Split dialog validates timestamp client-side before API call
+
+ 3 files modified
+-
+
frontend/src/api/public-client.ts— Added UpdateCreatorProfilePayload/Response types and updateCreatorProfile() functionfrontend/src/pages/CreatorDetail.tsx— Added inline edit mode: Edit button, bio textarea, social links editor, save/cancel handlers with optimistic updatefrontend/src/App.css— Added edit form styles and @media (max-width: 480px) block with 15 responsive overrides for creator detail page
+
+
+
+ M017/S03
+ Featured Technique + Technique Grid Restyle
+ Apr 3, 2026, 09:11 AM
+
+ Added featured technique card with gradient border and restyled all technique cards on creator detail page with summary, tags, and moment count.
+ +Decisions
+
+
+ - Sync OpenAI/SQLAlchemy/Qdrant throughout Celery tasks — no async in worker context (D004)
- Embedding/Qdrant stage is non-blocking side-effect — failures don't break pipeline (D005)
- Stage 4 classification stored in Redis (24h TTL) due to missing KeyMoment columns
- Pipeline dispatch from ingest is best-effort; manual trigger returns 503 on Celery failure
- LLMClient retries once with JSON nudge on malformed LLM output before failing
+
+ 5 files modified
+-
+
backend/schemas.py— Added summary, topic_tags, key_moment_count fields to CreatorTechniqueItembackend/routers/creators.py— Enriched creator detail query with summary, topic_tags selection and correlated KeyMoment count subqueryfrontend/src/api/public-client.ts— Extended CreatorTechniqueItem interface with summary, topic_tags, key_moment_countfrontend/src/pages/CreatorDetail.tsx— Featured technique card + recent-card grid restyle with enriched fieldsfrontend/src/App.css— Added .creator-featured CSS with gradient border and sub-class styles
+
+
+
+ M017/S02
+ Social Links + Stats Section
+ Apr 3, 2026, 09:01 AM
+
+ Added social link icons in the creator hero section and expanded the stats bar to show technique, video, and moment counts.
+ +Decisions
+
+
+ - Used NullPool for test engine to avoid asyncpg connection contention in pytest-asyncio
- Fixed _now() helper to return naive UTC datetimes for asyncpg TIMESTAMP WITHOUT TIME ZONE compatibility
- Used slugify helper inline in ingest.py rather than a shared utils module
- Set file_path to {creator_folder}/{source_file} for new SourceVideo records
+
+ 6 files modified
+-
+
backend/schemas.py— Added moment_count: int = 0 to CreatorDetailbackend/routers/creators.py— Added moment_count query via KeyMoment→SourceVideo joinfrontend/src/api/public-client.ts— Added moment_count: number to CreatorDetailResponsefrontend/src/components/SocialIcons.tsx— New component: 9 platform SVG icons + globe fallbackfrontend/src/pages/CreatorDetail.tsx— Added social links rendering and expanded stats barfrontend/src/App.css— Added styles for social links and stats separators
+
+
+
+ M017/S01
+ Frontend Schema Sync + Hero Section
+ Apr 3, 2026, 08:53 AM
+
+ Synced CreatorDetailResponse with 7 new backend fields, eliminated redundant fetchTechniques call, and replaced compact header with a full hero section (96px avatar, 2rem name, bio, genre pills, separated stats bar).
+ +Decisions
+
+
+ - [object Object]
- env_file uses required: false so docker compose config validates on fresh clones
- POSTGRES_PASSWORD uses :-changeme default instead of :? to avoid config failures
- PostgreSQL exposed on host port 5433 to avoid conflicts with other projects
- SQLAlchemy relationship import aliased to sa_relationship to avoid column name clash
- Separate PostgreSQL enum type names to avoid collisions (key_moment_content_type vs content_type)
- Health check at /health performs real DB SELECT 1; lightweight /api/v1/health also available
- Whisper import deferred so --help works without openai-whisper installed
- Sample transcript uses realistic music production content for downstream pipeline testing
+
+ 3 files modified
+-
+
frontend/src/api/public-client.ts— Added CreatorTechniqueItem interface, extended CreatorDetailResponse with 7 new backend fieldsfrontend/src/pages/CreatorDetail.tsx— Replaced compact header with hero section, removed fetchTechniques call, added client-side sortingfrontend/src/App.css— Added .creator-hero CSS classes, responsive mobile stacking, removed old header rules
+
+
+
+ M016/S06
+ Landing Page Personality Pass
+ Apr 3, 2026, 06:23 AM
+
+ Homepage gets animated stat count-up, unified section headings, tighter above-fold layout, and header brand accent line.
+ +Decisions
+
+
+ - Vite define with JSON.stringify for build-time constant injection
- execSync for local git SHA with VITE_GIT_COMMIT env var fallback for Docker builds
- ARG+ENV pattern in Dockerfile.web matching existing API service pattern
- Read package.json via fs.readFileSync to avoid TS module resolution issues in Vite config
+
+ 3 files modified
+-
+
frontend/src/hooks/useCountUp.ts— New reusable hook: IntersectionObserver-triggered rAF count-up animation with ease-out timingfrontend/src/pages/Home.tsx— Wired useCountUp for technique_count and creator_count; added section-heading classes to all four heading elementsfrontend/src/App.css— Added .section-heading utility class + --accent modifier; tightened hero/how-it-works spacing; added header border-bottom accent; stripped duplicated heading declarations
+
+
+
+ M016/S05
+ Sticky Reading Header
+ Apr 3, 2026, 06:02 AM
+
+ Added a thin sticky reading header that slides in when the article H1 leaves the viewport, showing technique title + current section from lifted scroll-spy state.
+ +Decisions
+
+
+ - [object Object]
- [object Object]
- [object Object]
- [object Object]
- [object Object]
- [object Object]
- 300ms asyncio.wait_for timeout on both embedding and Qdrant calls
- Topics endpoint loads canonical_tags.yaml at request time and counts tag matches from DB
- Mocked SearchService at router dependency level for integration tests
- Duplicated request<T> helper in public-client.ts to avoid coupling public and admin API clients
+
+ 4 files modified
+-
+
frontend/src/components/ReadingHeader.tsx— New component — thin sticky bar showing article title + current sectionfrontend/src/components/TableOfContents.tsx— Now receives activeId as prop instead of owning scroll-spy statefrontend/src/pages/TechniquePage.tsx— Owns scroll-spy state (activeId + two IntersectionObservers), renders ReadingHeaderfrontend/src/App.css— Added .reading-header styles with slide animation and mobile breakpoint
+
+
+
+ M016/S04
+ ToC Modernization
+ Apr 3, 2026, 05:55 AM
+
+ Modernized technique page Table of Contents: moved to sidebar, replaced counters with accent bar, added scroll-spy active section highlighting via IntersectionObserver.
+ +Decisions
+
+
+ - Redis mode toggle uses per-request get_redis() with aclose() — no connection pool (D007)
- API client uses bare fetch() with shared request() helper — no external HTTP library
- MomentDetail fetches full queue to find moment by ID since no single-moment GET endpoint exists
- Split creates new moment with '(split)' title suffix; merge combines summaries with double-newline separator
- Split dialog validates timestamp client-side before API call
+
+ 3 files modified
+-
+
frontend/src/pages/TechniquePage.tsx— Moved TableOfContents render from v2 prose column to sidebar top, gated on v2 formatfrontend/src/components/TableOfContents.tsx— New heading 'On this page', ol→ul, IntersectionObserver scroll-spy with activeId state and conditional active class namesfrontend/src/App.css— Replaced counter/card ToC styles with accent bar, hover backgrounds, and active state styles (--active variants)
+
+
+
+ M016/S03
+ Brand Minimum (Favicon, OG Tags, Logo)
+ Apr 3, 2026, 05:48 AM
+
+ Added favicon (SVG + PNG fallback), apple-touch-icon, OG/Twitter social meta tags, and inline SVG logo mark in header.
+ +Decisions
+
+
+ - Sync OpenAI/SQLAlchemy/Qdrant throughout Celery tasks — no async in worker context (D004)
- Embedding/Qdrant stage is non-blocking side-effect — failures don't break pipeline (D005)
- Stage 4 classification stored in Redis (24h TTL) due to missing KeyMoment columns
- Pipeline dispatch from ingest is best-effort; manual trigger returns 503 on Celery failure
- LLMClient retries once with JSON nudge on malformed LLM output before failing
+
+ 7 files modified
+-
+
frontend/public/favicon.svg— New: SVG favicon with stylized C arc + dot in #22d3eefrontend/public/favicon-32.png— New: 32px PNG favicon fallbackfrontend/public/apple-touch-icon.png— New: 180px Apple touch iconfrontend/public/og-image.png— New: 1200x630 OG social sharing imagefrontend/index.html— Added favicon links, OG tags, Twitter card tags, description metafrontend/src/App.tsx— Added inline SVG logo mark in header brand areafrontend/src/App.css— Added .app-header__logo styles, updated .app-header__brand to flex
+
+
+
+ M016/S02
+ Pipeline Admin UI Fixes
+ Apr 3, 2026, 05:39 AM
+
+ Fixed five CSS/UI issues on the pipeline admin page: collapse arrow styling, mobile card layout, stage chevrons, filter right-alignment, and creator dropdown visibility.
+ +Decisions
+
+
+ - Used NullPool for test engine to avoid asyncpg connection contention in pytest-asyncio
- Fixed _now() helper to return naive UTC datetimes for asyncpg TIMESTAMP WITHOUT TIME ZONE compatibility
- Used slugify helper inline in ingest.py rather than a shared utils module
- Set file_path to {creator_folder}/{source_file} for new SourceVideo records
+
+ 2 files modified
+-
+
frontend/src/App.css— Added .recent-activity__arrow rule, stage chevron pseudo-element, .creator-filter margin-left:auto, pipeline-specific mobile media query blockfrontend/src/pages/AdminPipeline.tsx— Changed creators.length > 1 to >= 1 for single-creator dropdown visibility
+
+
+
+ M016/S01
+ Landing Page Visual Fixes
+ Apr 3, 2026, 05:32 AM
+
+ Four CSS fixes unify homepage layout: 42rem max-width on content sections, border-image removed from featured card to restore border-radius, CTA constrained on mobile, section spacing standardized to 2rem.
+ +Decisions
+
+
+ - [object Object]
- env_file uses required: false so docker compose config validates on fresh clones
- POSTGRES_PASSWORD uses :-changeme default instead of :? to avoid config failures
- PostgreSQL exposed on host port 5433 to avoid conflicts with other projects
- SQLAlchemy relationship import aliased to sa_relationship to avoid column name clash
- Separate PostgreSQL enum type names to avoid collisions (key_moment_content_type vs content_type)
- Health check at /health performs real DB SELECT 1; lightweight /api/v1/health also available
- Whisper import deferred so --help works without openai-whisper installed
- Sample transcript uses realistic music production content for downstream pipeline testing
+
+ 1 file modified
+-
+
frontend/src/App.css— Four CSS fixes: 36rem→42rem on 5 content sections, removed border-image from .home-featured, added max-width:20rem on .home-cta mobile, normalized section margins to 2rem
+
+
+
+ M015/S05
+ Admin Dropdown Hover on Desktop
+ Apr 3, 2026, 04:41 AM
+
+ AdminDropdown opens on hover at desktop widths (≥769px) with a 150ms leave delay; mobile retains tap-to-toggle.
+ +Decisions
+
+
+ - [object Object]
- [object Object]
- [object Object]
- [object Object]
- [object Object]
- [object Object]
- 300ms asyncio.wait_for timeout on both embedding and Qdrant calls
- Topics endpoint loads canonical_tags.yaml at request time and counts tag matches from DB
- Mocked SearchService at router dependency level for integration tests
- Duplicated request<T> helper in public-client.ts to avoid coupling public and admin API clients
+
+ 1 file modified
+-
+
frontend/src/components/AdminDropdown.tsx— Added matchMedia desktop guard, onMouseEnter/onMouseLeave with 150ms leave delay, useRef for timer cleanup
+
+
+
+ M015/S04
+ Trending Searches Homepage Block
+ Apr 3, 2026, 04:38 AM
+
+ Homepage now shows a Trending Searches section with clickable pill terms sourced from GET /api/v1/search/popular, hidden when no data.
+ +Decisions
+
+
+ - Redis mode toggle uses per-request get_redis() with aclose() — no connection pool (D007)
- API client uses bare fetch() with shared request() helper — no external HTTP library
- MomentDetail fetches full queue to find moment by ID since no single-moment GET endpoint exists
- Split creates new moment with '(split)' title suffix; merge combines summaries with double-newline separator
- Split dialog validates timestamp client-side before API call
+
+ 3 files modified
+-
+
frontend/src/api/public-client.ts— Added PopularSearchItem/PopularSearchesResponse types and fetchPopularSearches() functionfrontend/src/pages/Home.tsx— Added trending searches state, useEffect fetch, and conditional Trending Searches section with pill linksfrontend/src/App.css— Added .home-trending section styles and .pill--trending variant
+
+
+
+ M015/S03
+ Homepage Stats Scorecard
+ Apr 3, 2026, 04:30 AM
+
+ Added a live stats endpoint and homepage scorecard displaying article and creator counts in cyan-on-dark design.
+ +Decisions
+
+
+ - Sync OpenAI/SQLAlchemy/Qdrant throughout Celery tasks — no async in worker context (D004)
- Embedding/Qdrant stage is non-blocking side-effect — failures don't break pipeline (D005)
- Stage 4 classification stored in Redis (24h TTL) due to missing KeyMoment columns
- Pipeline dispatch from ingest is best-effort; manual trigger returns 503 on Celery failure
- LLMClient retries once with JSON nudge on malformed LLM output before failing
+
+ 5 files modified
+-
+
backend/routers/stats.py— New file — GET /api/v1/stats endpoint with COUNT queries for techniques and creatorsbackend/main.py— Added stats router import and include_router registrationfrontend/src/api/public-client.ts— Added StatsResponse interface and fetchStats() functionfrontend/src/pages/Home.tsx— Added stats state, useEffect fetch, and scorecard section renderfrontend/src/App.css— Added .home-stats, .home-stats__metric, .home-stats__number, .home-stats__label styles
+
+
+
+ M015/S02
+ Creator Freshness + Homepage Card Dates
+ Apr 3, 2026, 04:21 AM
+
+ Added last_technique_at to the creators API and rendered freshness dates on both the creators browse page and homepage recently-added cards.
+ +Decisions
+
+
+ - Used NullPool for test engine to avoid asyncpg connection contention in pytest-asyncio
- Fixed _now() helper to return naive UTC datetimes for asyncpg TIMESTAMP WITHOUT TIME ZONE compatibility
- Used slugify helper inline in ingest.py rather than a shared utils module
- Set file_path to {creator_folder}/{source_file} for new SourceVideo records
+
+ 6 files modified
+-
+
backend/schemas.py— Added last_technique_at: datetime | None to CreatorBrowseItembackend/routers/creators.py— Added correlated MAX(created_at) subquery and row unpacking for last_technique_atfrontend/src/api/public-client.ts— Added last_technique_at to CreatorBrowseItem interfacefrontend/src/pages/CreatorsBrowse.tsx— Render Last updated: Mon D on creator rows when non-nullfrontend/src/pages/Home.tsx— Render .recent-card__date on recently-added cardsfrontend/src/App.css— Added .creator-row__updated and .recent-card__date styles
+
+
+
+ M015/S01
+ Search Query Logging + Popular Searches API
+ Apr 3, 2026, 04:08 AM
+
+ Backend search query logging to PostgreSQL with fire-and-forget pattern, and GET /search/popular endpoint with Redis read-through cache (5-min TTL, 7-day window, LOWER normalization).
+ +Decisions
+
+
+ - [object Object]
- env_file uses required: false so docker compose config validates on fresh clones
- POSTGRES_PASSWORD uses :-changeme default instead of :? to avoid config failures
- PostgreSQL exposed on host port 5433 to avoid conflicts with other projects
- SQLAlchemy relationship import aliased to sa_relationship to avoid column name clash
- Separate PostgreSQL enum type names to avoid collisions (key_moment_content_type vs content_type)
- Health check at /health performs real DB SELECT 1; lightweight /api/v1/health also available
- Whisper import deferred so --help works without openai-whisper installed
- Sample transcript uses realistic music production content for downstream pipeline testing
+
+ 4 files modified
+-
+
backend/models.py— Added SearchLog model with Integer PK, query (indexed), scope, result_count, created_at (indexed)backend/schemas.py— Added PopularSearchItem and PopularSearchesResponse Pydantic schemasbackend/routers/search.py— Added _log_search fire-and-forget helper and GET /search/popular endpoint with Redis cachealembic/versions/013_add_search_log.py— Alembic migration creating search_log table with indexes on query and created_at
+
+
+
+ M014/S07
+ Search — Per-Section Embeddings + Deep Linking
+ Apr 3, 2026, 02:16 AM
+
+ Added per-section Qdrant embeddings for v2 technique pages and section-level search results with deep links that scroll to the target section.
+ +Decisions
+
+
+ - Removed Qdrant type_filter for topics scope so technique_section results appear in semantic search
- Section title field carries page title; section_heading is separate field for frontend display
- Generalized TechniquePage hash scroll to any fragment (not just #km- prefix)
+
+ 9 files modified
+-
+
backend/schemas.py— Added section_anchor and section_heading optional fields to SearchResultItembackend/pipeline/stages.py— Added _slugify_heading() helper and v2 section embedding block in stage 6backend/pipeline/qdrant_client.py— Added upsert_technique_sections() and delete_sections_by_page_id() to QdrantManagerbackend/search_service.py— Added technique_section branch to _enrich_qdrant_results(), removed type_filter for topics scopebackend/pipeline/test_section_embedding.py— New: 22 unit tests for slugify, UUIDs, Qdrant section methods, stage 6 logic, negative casesfrontend/src/api/public-client.ts— Added section_anchor and section_heading to SearchResultItem typefrontend/src/pages/TechniquePage.tsx— Generalized hash scroll from #km- only to any fragmentfrontend/src/pages/SearchResults.tsx— Added technique_section link routing, Section badge, partial match filteringfrontend/src/components/SearchAutocomplete.tsx— Added technique_section type label and section-aware link routing, fixed key_moment links
+
+
+
+ M014/S06
+ Admin UI — Multi-Source Pipeline Management
+ Apr 3, 2026, 02:01 AM
+
+ Added admin technique pages view with paginated API endpoint (source/version counts, filters, sort) and React table UI with expandable source video rows, format badges, and cross-links to pipeline admin and public pages.
+ +Decisions
+
+
+ - Vite define with JSON.stringify for build-time constant injection
- execSync for local git SHA with VITE_GIT_COMMIT env var fallback for Docker builds
- ARG+ENV pattern in Dockerfile.web matching existing API service pattern
- Read package.json via fs.readFileSync to avoid TS module resolution issues in Vite config
+
+ 6 files modified
+-
+
backend/routers/pipeline.py— Added GET /admin/pipeline/technique-pages endpoint with correlated subquery counts, multi_source_only/creator/sort filters, and paginationbackend/schemas.py— Added AdminTechniquePageItem and AdminTechniquePageListResponse Pydantic schemasfrontend/src/pages/AdminTechniquePages.tsx— New admin page with technique pages table, expandable source video rows, filter bar, format badgesfrontend/src/api/public-client.ts— Added AdminTechniquePageItem interface and fetchAdminTechniquePages functionfrontend/src/App.tsx— Added /admin/techniques routefrontend/src/components/AdminDropdown.tsx— Added Techniques entry to admin dropdown menu
+
+
+
+ M014/S05
+ Frontend — Nested Rendering, TOC, Citations
+ Apr 3, 2026, 01:47 AM
+
+ Format-2 technique pages render with nested H2/H3 sections, a clickable TOC, and citation superscript links; format-1 pages unchanged; deployed to production.
+ +Decisions
+
+
+ - [object Object]
- [object Object]
- [object Object]
- [object Object]
- [object Object]
- [object Object]
- 300ms asyncio.wait_for timeout on both embedding and Qdrant calls
- Topics endpoint loads canonical_tags.yaml at request time and counts tag matches from DB
- Mocked SearchService at router dependency level for integration tests
- Duplicated request<T> helper in public-client.ts to avoid coupling public and admin API clients
+
+ 5 files modified
+-
+
frontend/src/pages/TechniquePage.tsx— Format-aware rendering: v2 array → TOC + nested H2/H3 sections + citation links; v1 dict unchangedfrontend/src/components/TableOfContents.tsx— New component: CSS-counter-numbered nested anchor link list for v2 sectionsfrontend/src/utils/citations.tsx— New utility: parseCitations converts [N] and [N,M] markers to superscript anchor linksfrontend/src/api/public-client.ts— Added BodySectionV2, BodySubSectionV2 types, body_sections_format, source_videos fieldsfrontend/src/App.css— TOC card styles, subsection borders, citation superscripts, scroll-margin-top for anchored sections
+
+
+
+ M014/S04
+ Pipeline Compose-or-Create Logic
+ Apr 3, 2026, 01:34 AM
+
+ Stage 5 now detects existing technique pages by creator+category and branches to a compose path that merges new video content into them, with body_sections_format='v2' and TechniquePageVideo tracking on all pages.
+ +Decisions
+
+
+ - Redis mode toggle uses per-request get_redis() with aclose() — no connection pool (D007)
- API client uses bare fetch() with shared request() helper — no external HTTP library
- MomentDetail fetches full queue to find moment by ID since no single-moment GET endpoint exists
- Split creates new moment with '(split)' title suffix; merge combines summaries with double-newline separator
- Split dialog validates timestamp client-side before API call
+
+ 2 files modified
+-
+
backend/pipeline/stages.py— Added _build_compose_user_prompt(), _compose_into_existing(), compose-or-create branching in stage5_synthesis, body_sections_format='v2' setting, TechniquePageVideo insertionbackend/pipeline/test_compose_pipeline.py— New file: 12 unit tests covering compose prompt construction, branching logic, format tracking, and case-insensitive matching
+
+
+
+ M014/S03
+ Data Model + Migration
+ Apr 3, 2026, 01:20 AM
+
+ Added body_sections_format column, technique_page_videos association table, and wired both into the API response for multi-source technique pages.
+ +Decisions
+
+
+ - Sync OpenAI/SQLAlchemy/Qdrant throughout Celery tasks — no async in worker context (D004)
- Embedding/Qdrant stage is non-blocking side-effect — failures don't break pipeline (D005)
- Stage 4 classification stored in Redis (24h TTL) due to missing KeyMoment columns
- Pipeline dispatch from ingest is best-effort; manual trigger returns 503 on Celery failure
- LLMClient retries once with JSON nudge on malformed LLM output before failing
+
+ 4 files modified
+-
+
alembic/versions/012_multi_source_format.py— New migration: body_sections_format column + technique_page_videos tablebackend/models.py— Added TechniquePageVideo model, body_sections_format column, source_video_links relationshipbackend/schemas.py— Widened body_sections type, added SourceVideoSummary, added source_videos to TechniquePageDetailbackend/routers/techniques.py— Eager-load source_video_links, build source_videos list in technique detail response
+
+
+
+ M014/S02
+ Composition Prompt + Test Harness Compose Mode
+ Apr 3, 2026, 01:10 AM
+
+ Composition prompt, test harness compose subcommand, and 16 unit tests enable offline testing of merging new video moments into existing technique pages with correct citation re-indexing.
+ +Decisions
+
+
+ - Used NullPool for test engine to avoid asyncpg connection contention in pytest-asyncio
- Fixed _now() helper to return naive UTC datetimes for asyncpg TIMESTAMP WITHOUT TIME ZONE compatibility
- Used slugify helper inline in ingest.py rather than a shared utils module
- Set file_path to {creator_folder}/{source_file} for new SourceVideo records
+
+ 4 files modified
+-
+
prompts/stage5_compose.txt— New composition prompt with merge rules, citation re-indexing, dedup guidance, two v2 JSON examplesbackend/pipeline/test_harness.py— Added build_compose_prompt(), run_compose(), and compose CLI subcommandbackend/pipeline/test_harness_compose.py— 16 unit tests for compose prompt construction, citation math, category filtering, edge casesconftest.py— Root-level sys.path bootstrap for project-root test discovery via pipeline symlink
+
+
+
+ M014/S01
+ Synthesis Prompt v5 — Nested Sections + Citations
+ Apr 3, 2026, 12:55 AM
+
+ Introduced body_sections v2 format (list-of-objects with H2/H3 nesting and inline [N] citation markers), backed by Pydantic schema, citation validation utility, updated synthesis prompt, and v2-aware test harness — all verified with 28 passing tests.
+ +Decisions
+
+
+ - [object Object]
- env_file uses required: false so docker compose config validates on fresh clones
- POSTGRES_PASSWORD uses :-changeme default instead of :? to avoid config failures
- PostgreSQL exposed on host port 5433 to avoid conflicts with other projects
- SQLAlchemy relationship import aliased to sa_relationship to avoid column name clash
- Separate PostgreSQL enum type names to avoid collisions (key_moment_content_type vs content_type)
- Health check at /health performs real DB SELECT 1; lightweight /api/v1/health also available
- Whisper import deferred so --help works without openai-whisper installed
- Sample transcript uses realistic music production content for downstream pipeline testing
+
+ 6 files modified
+-
+
backend/pipeline/schemas.py— Added BodySubSection, BodySection models; changed SynthesizedPage.body_sections to list[BodySection]; added body_sections_format='v2'backend/pipeline/citation_utils.py— New file: extract_citations() and validate_citations() functionsbackend/pipeline/test_citation_utils.py— New file: 15 unit tests for citation utilitiesbackend/pipeline/test_harness.py— Updated word-count and metadata logic from dict iteration to BodySection object walking; added citation coverage reportingbackend/pipeline/test_harness_v2_format.py— New file: 13 tests for v2 format word counting, section counting, citation integration, round-tripprompts/stage5_synthesis.txt— Added Citation rules section, H3 subsection guidance, rewrote Output format to v2 list-of-objects with citations, updated Field rules
+
+
+
+ M013/S04
+ Expand to Pipeline Stages 2-4
+ Apr 1, 2026, 09:26 AM
+
+ Extended the prompt optimization loop from stage-5-only to stages 2-5 with per-stage scoring rubrics, fixtures, schema dispatch, and user prompt building.
+ +Decisions
+
+
+ - Redis mode toggle uses per-request get_redis() with aclose() — no connection pool (D007)
- API client uses bare fetch() with shared request() helper — no external HTTP library
- MomentDetail fetches full queue to find moment by ID since no single-moment GET endpoint exists
- Split creates new moment with '(split)' title suffix; merge combines summaries with double-newline separator
- Split dialog validates timestamp client-side before API call
+
+ 7 files modified
+-
+
backend/pipeline/quality/scorer.py— Added STAGE_CONFIGS registry with StageConfig dataclass, generalized ScoreResult to scores dict, added score_stage_output() methodbackend/pipeline/quality/variant_generator.py— Templatized meta-prompt with {dimension_descriptions}, added format_markers/stage params to generate()backend/pipeline/quality/optimizer.py— Rewrote to be stage-aware: validates stage, dispatches fixture loading/scoring/prompts per stage configbackend/pipeline/quality/__main__.py— Removed stage-5 gate, validates stages 2-5, uses per-stage dimensions in leaderboard outputbackend/pipeline/quality/fixtures/sample_segments.json— New stage 2 fixture with transcript segmentsbackend/pipeline/quality/fixtures/sample_topic_group.json— New stage 3 fixture with topic group segmentsbackend/pipeline/quality/fixtures/sample_classifications.json— New stage 4 fixture with moments and taxonomy
+
+
+
+ M013/S03
+ Prompt Variant Generator & Automated A/B Loop
+ Apr 1, 2026, 09:12 AM
+
+ Automated prompt optimization loop: LLM-powered variant generation, iterative scoring, CLI with leaderboard/trajectory output, and JSON result persistence.
+ +Decisions
+
+
+ - Sync OpenAI/SQLAlchemy/Qdrant throughout Celery tasks — no async in worker context (D004)
- Embedding/Qdrant stage is non-blocking side-effect — failures don't break pipeline (D005)
- Stage 4 classification stored in Redis (24h TTL) due to missing KeyMoment columns
- Pipeline dispatch from ingest is best-effort; manual trigger returns 503 on Celery failure
- LLMClient retries once with JSON nudge on malformed LLM output before failing
+
+ 4 files modified
+-
+
backend/pipeline/quality/variant_generator.py— New module: PromptVariantGenerator with meta-prompt, LLM-powered variant generation, and validation (min-diff + format markers)backend/pipeline/quality/optimizer.py— New module: OptimizationLoop (generate→score→select cycles) and OptimizationResult dataclass with full historybackend/pipeline/quality/__main__.py— Added optimize subparser, print_leaderboard(), print_trajectory(), write_results_json() reporting functionsbackend/pipeline/quality/results/.gitkeep— Created results output directory
+
+
+
+ M013/S02
+ Stage 5 Quality Scorer & Voice Preservation Dial
+ Apr 1, 2026, 09:01 AM
+
+ Built 5-dimension LLM-as-judge scorer with CLI `score` subcommand and 3-band voice preservation dial that modifies Stage 5 synthesis prompts, runnable from both project root and backend/ directory.
+ +Decisions
+
+
+ - Used NullPool for test engine to avoid asyncpg connection contention in pytest-asyncio
- Fixed _now() helper to return naive UTC datetimes for asyncpg TIMESTAMP WITHOUT TIME ZONE compatibility
- Used slugify helper inline in ingest.py rather than a shared utils module
- Set file_path to {creator_folder}/{source_file} for new SourceVideo records
+
+ 7 files modified
+-
+
backend/pipeline/quality/scorer.py— New: ScoreResult dataclass + ScoreRunner with score_page() and synthesize_and_score() methodsbackend/pipeline/quality/voice_dial.py— New: VoiceDial class with 3-band prompt modification (low/mid/high)backend/pipeline/quality/__main__.py— Added score subcommand with --file, --slug, --voice-level argsbackend/pipeline/quality/__init__.py— Added sys.path bootstrap for project-root executionbackend/pipeline/quality/fixtures/sample_moments.json— New: 6-moment fixture with realistic music production contentbackend/pipeline/quality/fixtures/__init__.py— New: empty package markerpipeline— New: symlink to backend/pipeline for project-root execution
+
+
+
+ M013/S01
+ General FYN-LLM Fitness Suite
+ Apr 1, 2026, 08:46 AM
+
+ Built pipeline.quality package with FitnessRunner CLI — 9 tests across 4 categories (Mandelbrot reasoning, JSON compliance, instruction following, diverse battery), clean connectivity error handling, exits 0/1.
+ +Decisions
+
+
+ - [object Object]
- env_file uses required: false so docker compose config validates on fresh clones
- POSTGRES_PASSWORD uses :-changeme default instead of :? to avoid config failures
- PostgreSQL exposed on host port 5433 to avoid conflicts with other projects
- SQLAlchemy relationship import aliased to sa_relationship to avoid column name clash
- Separate PostgreSQL enum type names to avoid collisions (key_moment_content_type vs content_type)
- Health check at /health performs real DB SELECT 1; lightweight /api/v1/health also available
- Whisper import deferred so --help works without openai-whisper installed
- Sample transcript uses realistic music production content for downstream pipeline testing
+
+ 3 files modified
+-
+
backend/pipeline/quality/__init__.py— Empty package initbackend/pipeline/quality/__main__.py— Argparse CLI with fitness subcommand, extensible for score/optimizebackend/pipeline/quality/fitness.py— FitnessRunner class with 9 tests, 4 categories, connectivity pre-check, formatted report output
+
+
+
+ M012/S02
+ Sort Controls on All List Views
+ Apr 1, 2026, 06:35 AM
+
+ Added sort dropdown to SearchResults, SubTopicPage, and CreatorDetail with backend sort params and session-persistent preference via sessionStorage.
+ +Decisions
+
+
+ - Used NullPool for test engine to avoid asyncpg connection contention in pytest-asyncio
- Fixed _now() helper to return naive UTC datetimes for asyncpg TIMESTAMP WITHOUT TIME ZONE compatibility
- Used slugify helper inline in ingest.py rather than a shared utils module
- Set file_path to {creator_folder}/{source_file} for new SourceVideo records
+
+ 11 files modified
+-
+
backend/routers/search.py— Added sort query param, passed to SearchServicebackend/routers/topics.py— Added sort param to subtopic and category topic endpoints with SQL ORDER BYbackend/routers/techniques.py— Extended sort options with oldest/alpha/creatorbackend/search_service.py— Added _apply_sort for Python-level sorting of enriched results, added created_at to result dictsfrontend/src/components/SortDropdown.tsx— New reusable sort dropdown componentfrontend/src/hooks/useSortPreference.ts— New hook for sessionStorage-backed sort preferencefrontend/src/pages/SearchResults.tsx— Integrated SortDropdown with search-specific optionsfrontend/src/pages/SubTopicPage.tsx— Integrated SortDropdown with subtopic-specific optionsfrontend/src/pages/CreatorDetail.tsx— Integrated SortDropdown with creator-specific optionsfrontend/src/api/public-client.ts— Added sort param to searchApi and fetchSubTopicTechniquesfrontend/src/App.css— Dark-theme styles for sort dropdown with custom chevron and focus ring
+
+
+
+ M012/S01
+ Multi-Field Composite Search
+ Apr 1, 2026, 06:23 AM
+
+ Search now tokenizes multi-word queries and AND-matches across all metadata fields (creator, title, tags, category, body), with partial_matches fallback UI when no exact cross-field match exists.
+ +Decisions
+
+
+ - [object Object]
- env_file uses required: false so docker compose config validates on fresh clones
- POSTGRES_PASSWORD uses :-changeme default instead of :? to avoid config failures
- PostgreSQL exposed on host port 5433 to avoid conflicts with other projects
- SQLAlchemy relationship import aliased to sa_relationship to avoid column name clash
- Separate PostgreSQL enum type names to avoid collisions (key_moment_content_type vs content_type)
- Health check at /health performs real DB SELECT 1; lightweight /api/v1/health also available
- Whisper import deferred so --help works without openai-whisper installed
- Sample transcript uses realistic music production content for downstream pipeline testing
+
+ 10 files modified
+-
+
backend/search_service.py— Rewrote keyword_search to multi-token AND with cross-field matching, added _keyword_partial_matches fallbackbackend/schemas.py— Added partial_matches field to SearchResponsebackend/routers/search.py— Thread partial_matches through to SearchResponse constructionbackend/pipeline/stages.py— Enriched stage 6 embedding text with creator_name and topic_tags, batch creator resolutionbackend/pipeline/qdrant_client.py— Added creator_name to technique_page and key_moment Qdrant payloadsbackend/routers/pipeline.py— Added POST /admin/pipeline/reindex-all endpointfrontend/src/api/public-client.ts— Added partial_matches to SearchResponse typefrontend/src/pages/SearchResults.tsx— Added PartialMatchResults component and three-way rendering logicfrontend/src/App.css— Added styles for partial match banner and muted result cardsbackend/tests/test_search.py— Updated 13 existing tests for new return shape, added 6 new tests for multi-token AND logic
+
+
+
+ M011/S04
+ Accessibility & SEO Fixes
+ Mar 31, 2026, 08:57 AM
+
+ Added WCAG accessibility fixes (heading hierarchy, skip-to-content link, AA contrast) and descriptive browser tab titles across all 10 pages.
+ +Decisions
+
+
+ - Redis mode toggle uses per-request get_redis() with aclose() — no connection pool (D007)
- API client uses bare fetch() with shared request() helper — no external HTTP library
- MomentDetail fetches full queue to find moment by ID since no single-moment GET endpoint exists
- Split creates new moment with '(split)' title suffix; merge combines summaries with double-newline separator
- Split dialog validates timestamp client-side before API call
+
+ 13 files modified
+-
+
frontend/src/App.tsx— Demoted nav h1 to span, added skip-link and id='main-content' on mainfrontend/src/App.css— Added .skip-link styles, updated --color-text-muted to #828291frontend/src/hooks/useDocumentTitle.ts— New hook — sets document.title, restores previous on unmountfrontend/src/pages/Home.tsx— Fixed h3→h2 level skips, added useDocumentTitlefrontend/src/pages/TopicsBrowse.tsx— Promoted h2→h1, added useDocumentTitlefrontend/src/pages/SubTopicPage.tsx— Promoted h2→h1, added dynamic useDocumentTitlefrontend/src/pages/CreatorsBrowse.tsx— Promoted h2→h1, added useDocumentTitlefrontend/src/pages/CreatorDetail.tsx— Added dynamic useDocumentTitlefrontend/src/pages/TechniquePage.tsx— Added dynamic useDocumentTitlefrontend/src/pages/SearchResults.tsx— Added sr-only h1, added dynamic useDocumentTitlefrontend/src/pages/About.tsx— Added useDocumentTitlefrontend/src/pages/AdminReports.tsx— Promoted h2→h1, added useDocumentTitlefrontend/src/pages/AdminPipeline.tsx— Promoted h2→h1, added useDocumentTitle
+
+
+
+ M011/S03
+ Global Search & Mobile Navigation
+ Mar 31, 2026, 08:46 AM
+
+ Added compact nav search bar with Cmd+K shortcut on all non-home pages and mobile hamburger menu with 44px touch targets and three auto-close mechanisms.
+ +Decisions
+
+
+ - Sync OpenAI/SQLAlchemy/Qdrant throughout Celery tasks — no async in worker context (D004)
- Embedding/Qdrant stage is non-blocking side-effect — failures don't break pipeline (D005)
- Stage 4 classification stored in Redis (24h TTL) due to missing KeyMoment columns
- Pipeline dispatch from ingest is best-effort; manual trigger returns 503 on Celery failure
- LLMClient retries once with JSON nudge on malformed LLM output before failing
+
+ 5 files modified
+-
+
frontend/src/components/SearchAutocomplete.tsx— Replaced heroSize boolean with variant prop, added globalShortcut prop for Cmd+K, nav-variant renderingfrontend/src/App.tsx— Added hamburger menu state, three auto-close mechanisms, conditional nav search, mobile menu panelfrontend/src/App.css— Nav search compact styles, hamburger button, mobile breakpoint panel, 44px touch targetsfrontend/src/pages/Home.tsx— Updated caller to variant="hero"frontend/src/pages/SearchResults.tsx— Updated caller to variant="inline"
+
+
+
+ M011/S02
+ Topics, Creator Stats & Card Polish
+ Mar 31, 2026, 08:36 AM
+
+ Topics page loads collapsed with smooth CSS grid animation, creator stats use colored topic pills, tags capped at 4 with +N overflow via shared TagList component, empty subtopics show Coming soon badge.
+ +Decisions
+
+
+ - Used NullPool for test engine to avoid asyncpg connection contention in pytest-asyncio
- Fixed _now() helper to return naive UTC datetimes for asyncpg TIMESTAMP WITHOUT TIME ZONE compatibility
- Used slugify helper inline in ingest.py rather than a shared utils module
- Set file_path to {creator_folder}/{source_file} for new SourceVideo records
+
+ 7 files modified
+-
+
frontend/src/components/TagList.tsx— New shared component — renders up to max tags with +N overflow pillfrontend/src/pages/TopicsBrowse.tsx— Collapsed-by-default init, grid animation wrapper, empty subtopic Coming soon badgefrontend/src/pages/CreatorDetail.tsx— Topic stats as colored badge pills in flex container, TagList for technique tagsfrontend/src/pages/Home.tsx— Replaced inline tag maps with TagList component (featured + recent cards)frontend/src/pages/SearchResults.tsx— Replaced inline tag map with TagList componentfrontend/src/pages/SubTopicPage.tsx— Replaced inline tag map with TagList componentfrontend/src/App.css— Added grid animation rules, topic-pills flex container, pill--overflow, pill--coming-soon, topic-subtopic--empty styles
+
+
+
+ M011/S01
+ Interaction Delight & Discovery
+ Mar 31, 2026, 08:25 AM
+
+ Added card hover animations (scale+shadow) on all 6 card types, staggered entrance animations across 5 page components, gradient-border glow on featured technique, and a Random Technique button with backend endpoint.
+ +Decisions
+
+
+ - [object Object]
- env_file uses required: false so docker compose config validates on fresh clones
- POSTGRES_PASSWORD uses :-changeme default instead of :? to avoid config failures
- PostgreSQL exposed on host port 5433 to avoid conflicts with other projects
- SQLAlchemy relationship import aliased to sa_relationship to avoid column name clash
- Separate PostgreSQL enum type names to avoid collisions (key_moment_content_type vs content_type)
- Health check at /health performs real DB SELECT 1; lightweight /api/v1/health also available
- Whisper import deferred so --help works without openai-whisper installed
- Sample transcript uses realistic music production content for downstream pipeline testing
+
+ 8 files modified
+-
+
frontend/src/App.css— Added card hover scale(1.02) transitions, @keyframes cardEnter, .card-stagger utility, .home-featured glow treatment, .btn--random and .home-random stylesfrontend/src/pages/Home.tsx— Added stagger indices to nav-cards and recent cards, Random Technique button with loading/error statesfrontend/src/pages/TopicsBrowse.tsx— Added card-stagger class and stagger-index to topic cardsfrontend/src/pages/CreatorDetail.tsx— Added card-stagger class and stagger-index to creator technique cardsfrontend/src/pages/SubTopicPage.tsx— Added card-stagger class and stagger-index to subtopic technique cardsfrontend/src/pages/SearchResults.tsx— Added card-stagger class and stagger-index to search result cards, threaded staggerIndex propbackend/routers/techniques.py— Added GET /random endpoint before /{slug} routefrontend/src/api/public-client.ts— Added fetchRandomTechnique() API client function
+
+
+
+ M010/S04
+ Search Autocomplete & Suggestions
+ Mar 31, 2026, 06:40 AM
+
+ Added search autocomplete with popular suggestions on empty focus and debounced typeahead on 2+ chars, shared across Home and SearchResults pages.
+ +Decisions
+
+
+ - Redis mode toggle uses per-request get_redis() with aclose() — no connection pool (D007)
- API client uses bare fetch() with shared request() helper — no external HTTP library
- MomentDetail fetches full queue to find moment by ID since no single-moment GET endpoint exists
- Split creates new moment with '(split)' title suffix; merge combines summaries with double-newline separator
- Split dialog validates timestamp client-side before API call
+
+ 8 files modified
+-
+
backend/schemas.py— Added SuggestionItem and SuggestionsResponse Pydantic schemasbackend/routers/search.py— Added GET /suggestions endpoint with technique, topic, and creator aggregation queriesbackend/tests/test_search.py— Added 5 integration tests for the suggestions endpointfrontend/src/api/public-client.ts— Added SuggestionItem, SuggestionsResponse types and fetchSuggestions() functionfrontend/src/components/SearchAutocomplete.tsx— New shared autocomplete component with popular suggestions on focus and debounced typeaheadfrontend/src/pages/Home.tsx— Replaced ~80 lines of inline typeahead with SearchAutocomplete componentfrontend/src/pages/SearchResults.tsx— Replaced plain search form with SearchAutocomplete componentfrontend/src/App.css— Added CSS for suggestion items, popular header, and type badge color variants
+
+
+
+ M010/S03
+ Topic Color Coding & Visual Polish
+ Mar 31, 2026, 06:28 AM
+
+ Added per-category accent colors (border + badge) to SubTopicPage and SearchResults, extracted catSlug to shared utility, and applied CSS-only page-enter fade-in animation to all 7 public pages.
+ +Decisions
+
+
+ - Sync OpenAI/SQLAlchemy/Qdrant throughout Celery tasks — no async in worker context (D004)
- Embedding/Qdrant stage is non-blocking side-effect — failures don't break pipeline (D005)
- Stage 4 classification stored in Redis (24h TTL) due to missing KeyMoment columns
- Pipeline dispatch from ingest is best-effort; manual trigger returns 503 on Celery failure
- LLMClient retries once with JSON nudge on malformed LLM output before failing
+
+ 5 files modified
+-
+
frontend/src/utils/catSlug.ts— New shared utility exporting catSlug(name) → CSS slugfrontend/src/pages/TopicsBrowse.tsx— Import catSlug from shared utility instead of local definitionfrontend/src/pages/SubTopicPage.tsx— Added colored left border and category badge using catSlugfrontend/src/pages/SearchResults.tsx— Replaced plain topic_category text with colored badgefrontend/src/App.css— Added @keyframes pageEnter animation and applied to all 7 page wrapper classes; added subtopic-page border styles
+
+
+
+ M010/S02
+ Related Techniques Cross-Linking
+ Mar 31, 2026, 06:19 AM
+
+ Every technique page now shows up to 4 related techniques scored by creator overlap, topic category match, and shared tags — rendered as a responsive card grid with creator name, category badge, and reason text.
+ +Decisions
+
+
+ - Used NullPool for test engine to avoid asyncpg connection contention in pytest-asyncio
- Fixed _now() helper to return naive UTC datetimes for asyncpg TIMESTAMP WITHOUT TIME ZONE compatibility
- Used slugify helper inline in ingest.py rather than a shared utils module
- Set file_path to {creator_folder}/{source_file} for new SourceVideo records
+
+ 6 files modified
+-
+
backend/schemas.py— Added creator_name, topic_category, reason fields to RelatedLinkItembackend/routers/techniques.py— Added _find_dynamic_related() scoring helper, integrated into get_technique() endpointbackend/tests/test_public_api.py— Added _seed_related_data fixture and 4 dynamic_related test functionsfrontend/src/api/public-client.ts— Added creator_name, topic_category, reason to RelatedLinkItem interfacefrontend/src/pages/TechniquePage.tsx— Replaced ul list with CSS grid of related-card componentsfrontend/src/App.css— Added .related-card grid and card component styles with responsive breakpoint
+
+
+
+ M010/S01
+ Dedicated Sub-Topic Pages
+ Mar 31, 2026, 06:04 AM
+
+ Added dedicated sub-topic pages at /topics/:category/:subtopic with backend filtering endpoint, breadcrumb navigation, and creator-grouped technique listings.
+ +Decisions
+
+
+ - [object Object]
- env_file uses required: false so docker compose config validates on fresh clones
- POSTGRES_PASSWORD uses :-changeme default instead of :? to avoid config failures
- PostgreSQL exposed on host port 5433 to avoid conflicts with other projects
- SQLAlchemy relationship import aliased to sa_relationship to avoid column name clash
- Separate PostgreSQL enum type names to avoid collisions (key_moment_content_type vs content_type)
- Health check at /health performs real DB SELECT 1; lightweight /api/v1/health also available
- Whisper import deferred so --help works without openai-whisper installed
- Sample transcript uses realistic music production content for downstream pipeline testing
+
+ 8 files modified
+-
+
backend/routers/topics.py— Added get_subtopic_techniques endpoint with ARRAY contains tag matchingbackend/tests/test_public_api.py— Added 3 subtopic integration tests, fixed ProcessingStatus enum in seed helperfrontend/src/pages/SubTopicPage.tsx— New page component: breadcrumbs, creator-grouped technique list, loading/error/empty statesfrontend/src/api/public-client.ts— Added fetchSubTopicTechniques functionfrontend/src/App.tsx— Registered /topics/:category/:subtopic route before catch-allfrontend/src/pages/TopicsBrowse.tsx— Updated sub-topic links to use dedicated page routesfrontend/src/App.css— Added breadcrumb and sub-topic page stylesfrontend/src/pages/Home.tsx— Fixed pre-existing TS strict error
+
+
+
+ M009/S03
+ Featured Content & Content Teasers
+ Mar 31, 2026, 05:49 AM
+
+ Added featured technique spotlight (random selection) and converted recently-added to enriched 2-column grid with deduplication on the homepage.
+ +Decisions
+
+
+ - Sync OpenAI/SQLAlchemy/Qdrant throughout Celery tasks — no async in worker context (D004)
- Embedding/Qdrant stage is non-blocking side-effect — failures don't break pipeline (D005)
- Stage 4 classification stored in Redis (24h TTL) due to missing KeyMoment columns
- Pipeline dispatch from ingest is best-effort; manual trigger returns 503 on Celery failure
- LLMClient retries once with JSON nudge on malformed LLM output before failing
+
+ 4 files modified
+-
+
backend/routers/techniques.py— Added sort query parameter (random/recent) to list_techniques endpointfrontend/src/api/public-client.ts— Added sort param to TechniqueListParams and fetchTechniquesfrontend/src/pages/Home.tsx— Added featured technique spotlight section and enriched recently-added grid with deduplicationfrontend/src/App.css— Added .home-featured BEM styles, converted recent-list to CSS grid, responsive breakpoint at 640px
+
+
+
+ M009/S02
+ About Page
+ Mar 31, 2026, 05:42 AM
+
+ Added /about page with three content sections and a footer navigation link.
+ +Decisions
+
+
+ - Used NullPool for test engine to avoid asyncpg connection contention in pytest-asyncio
- Fixed _now() helper to return naive UTC datetimes for asyncpg TIMESTAMP WITHOUT TIME ZONE compatibility
- Used slugify helper inline in ingest.py rather than a shared utils module
- Set file_path to {creator_folder}/{source_file} for new SourceVideo records
+
+ 4 files modified
+-
+
frontend/src/pages/About.tsx— New page component with three content sections (what, how, who)frontend/src/App.tsx— Added /about routefrontend/src/components/AppFooter.tsx— Added About linkfrontend/src/App.css— Added .about-* styles with responsive breakpoint
+
+
+
+ M009/S01
+ Homepage Hero & Value Proposition
+ Mar 31, 2026, 05:38 AM
+
+ Homepage now shows tagline, value proposition, 3-step how-it-works grid, Start Exploring CTA, and popular topic quick-links — all above the fold.
+ +Decisions
+
+
+ - [object Object]
- env_file uses required: false so docker compose config validates on fresh clones
- POSTGRES_PASSWORD uses :-changeme default instead of :? to avoid config failures
- PostgreSQL exposed on host port 5433 to avoid conflicts with other projects
- SQLAlchemy relationship import aliased to sa_relationship to avoid column name clash
- Separate PostgreSQL enum type names to avoid collisions (key_moment_content_type vs content_type)
- Health check at /health performs real DB SELECT 1; lightweight /api/v1/health also available
- Whisper import deferred so --help works without openai-whisper installed
- Sample transcript uses realistic music production content for downstream pipeline testing
+
+ 2 files modified
+-
+
frontend/src/pages/Home.tsx— Added hero tagline, value proposition, how-it-works grid, CTA button, and popular topics pill section with API fetchfrontend/src/App.css— Added styles for value-prop, how-it-works grid, CTA button, popular topics pills, and responsive breakpoints
+
+
+
+ M008/S03
+ Homepage Cards & Creator Metric Polish
+ Mar 31, 2026, 05:27 AM
+
+ Homepage technique cards now show topic tag pills and key moment counts; creator detail pages show technique-count-by-topic instead of meaningless '0 views'.
+ +Decisions
+
+
+ - Sync OpenAI/SQLAlchemy/Qdrant throughout Celery tasks — no async in worker context (D004)
- Embedding/Qdrant stage is non-blocking side-effect — failures don't break pipeline (D005)
- Stage 4 classification stored in Redis (24h TTL) due to missing KeyMoment columns
- Pipeline dispatch from ingest is best-effort; manual trigger returns 503 on Celery failure
- LLMClient retries once with JSON nudge on malformed LLM output before failing
+
+ 6 files modified
+-
+
backend/schemas.py— Added key_moment_count: int = 0 to TechniquePageReadbackend/routers/techniques.py— Added correlated COUNT subquery for key moments in list_techniquesfrontend/src/api/public-client.ts— Added key_moment_count to TechniqueListItem interfacefrontend/src/pages/Home.tsx— Rendered topic_tags as pill badges and key_moment_count on homepage cardsfrontend/src/pages/CreatorDetail.tsx— Replaced view_count with topic-category breakdown from techniques arrayfrontend/src/App.css— Added .recent-card__moments styling for moment count display
+
+
+
+ M008/S02
+ Trust & Credibility Cleanup
+ Mar 31, 2026, 05:15 AM
+
+ Removed test data from Creators page, eliminated yellow jargon banner from search results, cleaned up footer version display, and bumped to v0.8.0.
+ +Decisions
+
+
+ - Used NullPool for test engine to avoid asyncpg connection contention in pytest-asyncio
- Fixed _now() helper to return naive UTC datetimes for asyncpg TIMESTAMP WITHOUT TIME ZONE compatibility
- Used slugify helper inline in ingest.py rather than a shared utils module
- Set file_path to {creator_folder}/{source_file} for new SourceVideo records
+
+ 7 files modified
+-
+
backend/models.py— Added hidden: Mapped[bool] column to Creator classbackend/routers/creators.py— Added Creator.hidden != True filter to list_creators() query and count queryalembic/versions/009_add_creator_hidden_flag.py— New migration: adds hidden column and marks testcreator as hiddenfrontend/src/pages/SearchResults.tsx— Removed fallback banner JSX and fallbackUsed statefrontend/src/App.css— Removed .search-fallback-banner CSS rulefrontend/src/components/AppFooter.tsx— Hide commit section when __GIT_COMMIT__ is 'dev'frontend/package.json— Version bumped from 0.1.0 to 0.8.0
+
+
+
+ M008/S01
+ Fix Key Moment Search Links
+ Mar 31, 2026, 05:05 AM
+
+ Key moment search results now link to their parent technique page and scroll to the specific moment, instead of 404ing.
+ +Decisions
+
+
+ - [object Object]
- env_file uses required: false so docker compose config validates on fresh clones
- POSTGRES_PASSWORD uses :-changeme default instead of :? to avoid config failures
- PostgreSQL exposed on host port 5433 to avoid conflicts with other projects
- SQLAlchemy relationship import aliased to sa_relationship to avoid column name clash
- Separate PostgreSQL enum type names to avoid collisions (key_moment_content_type vs content_type)
- Health check at /health performs real DB SELECT 1; lightweight /api/v1/health also available
- Whisper import deferred so --help works without openai-whisper installed
- Sample transcript uses realistic music production content for downstream pipeline testing
+
+ 8 files modified
+-
+
backend/schemas.py— Added technique_page_slug: str = '' to SearchResultItembackend/search_service.py— Added technique_page_slug population in _enrich_results (semantic) and keyword_search (DB join)backend/pipeline/stages.py— Stage 6 now includes slug in technique page Qdrant dicts, technique_page_slug/technique_page_id in key moment dictsbackend/pipeline/qdrant_client.py— Updated payload structure documentation (no functional change — stages.py builds the dicts)backend/tests/test_search.py— 3 new keyword search tests for technique_page_slug; fixed ProcessingStatus seed data bugfrontend/src/api/public-client.ts— Added technique_page_slug to SearchResultItem interfacefrontend/src/pages/SearchResults.tsx— Key moment links now route to /techniques/{parent_slug}#km-{id} with re-search fallbackfrontend/src/pages/TechniquePage.tsx— Added km-{id} anchor IDs to key moment list items; added useEffect for hash-scroll on load
+
+
+
+ M007/S06
+ Mobile Viewport Overflow Fix — Technique Pages and Global Content
+ Mar 30, 2026, 07:49 PM
+
+ Added CSS flex-wrap, max-width constraints, and tighter mobile gaps to prevent horizontal overflow on ~412px viewports for technique pages and global content.
+ +Decisions
+
+
+ - Vite define with JSON.stringify for build-time constant injection
- execSync for local git SHA with VITE_GIT_COMMIT env var fallback for Docker builds
- ARG+ENV pattern in Dockerfile.web matching existing API service pattern
- Read package.json via fs.readFileSync to avoid TS module resolution issues in Vite config
+
+ 1 file modified
+-
+
frontend/src/App.css— Added flex-wrap on .technique-header__tags, new .technique-header__creator-genres rule, max-width + ellipsis on .version-switcher__select, tighter .app-main padding and .technique-header__meta gap at ≤640px
+
+
+
+ M007/S05
+ Key Moment Card Text Overflow Fix
+ Mar 30, 2026, 07:42 PM
+
+ Fixed key moment card text overflow — long filenames truncate with ellipsis, titles wrap gracefully, no horizontal bleed from sidebar cards.
+ +Decisions
+
+
+ - [object Object]
- [object Object]
- [object Object]
- [object Object]
- [object Object]
- [object Object]
- 300ms asyncio.wait_for timeout on both embedding and Qdrant calls
- Topics endpoint loads canonical_tags.yaml at request time and counts tag matches from DB
- Mocked SearchService at router dependency level for integration tests
- Duplicated request<T> helper in public-client.ts to avoid coupling public and admin API clients
+
+ 1 file modified
+-
+
frontend/src/App.css— Added overflow: hidden, word-break: break-word, max-width: 100%, and min-width: 0 to technique-moment card CSS rules
+
+
+
+ M007/S04
+ Admin UX Audit — Prune, Streamline, and Polish
+ Mar 30, 2026, 07:37 PM
+
+ Cleaned up AdminPipeline page with debug mode toggle, status filter pills, pruned dead UI, clearer labels, debug-aware trigger button, and review queue cross-links.
+ +Decisions
+
+
+ - Redis mode toggle uses per-request get_redis() with aclose() — no connection pool (D007)
- API client uses bare fetch() with shared request() helper — no external HTTP library
- MomentDetail fetches full queue to find moment by ID since no single-moment GET endpoint exists
- Split creates new moment with '(split)' title suffix; merge combines summaries with double-newline separator
- Split dialog validates timestamp client-side before API call
+
+ 3 files modified
+-
+
frontend/src/pages/AdminPipeline.tsx— Added DebugModeToggle, StatusFilter, renamed view toggle labels, removed dead UI, added debug indicator on trigger button, added review queue cross-linkfrontend/src/api/public-client.ts— Added fetchDebugMode() and setDebugMode() API client functionsfrontend/src/App.css— Added debug-toggle and moments-link CSS styles
+
+
+
+ M007/S03
+ Transcript Folder Watcher — Auto-Ingest Service
+ Mar 30, 2026, 07:26 PM
+
+ Built and deployed a watchdog-based folder watcher service that auto-ingests transcript JSON files dropped into a monitored directory on ub01, replacing manual curl/upload for pipeline input.
+ +Decisions
+
+
+ - Sync OpenAI/SQLAlchemy/Qdrant throughout Celery tasks — no async in worker context (D004)
- Embedding/Qdrant stage is non-blocking side-effect — failures don't break pipeline (D005)
- Stage 4 classification stored in Redis (24h TTL) due to missing KeyMoment columns
- Pipeline dispatch from ingest is best-effort; manual trigger returns 503 on Celery failure
- LLMClient retries once with JSON nudge on malformed LLM output before failing
+
+ 3 files modified
+-
+
backend/watcher.py— New standalone folder watcher script using watchdog PollingObserverbackend/requirements.txt— Added watchdog>=4.0,<5.0 dependencydocker-compose.yml— Added chrysopedia-watcher service definition
+
+
+
+ M007/S02
+ Debug Payload Viewer — Inline View, Copy, and Export in Admin UI
+ Mar 30, 2026, 07:10 PM
+
+ Added DebugPayloadViewer component to the admin pipeline page — LLM call events now show collapsible System Prompt / User Prompt / Response sections with per-section clipboard copy and full JSON export.
+ +Decisions
+
+
+ - Used NullPool for test engine to avoid asyncpg connection contention in pytest-asyncio
- Fixed _now() helper to return naive UTC datetimes for asyncpg TIMESTAMP WITHOUT TIME ZONE compatibility
- Used slugify helper inline in ingest.py rather than a shared utils module
- Set file_path to {creator_folder}/{source_file} for new SourceVideo records
+
+ 3 files modified
+-
+
frontend/src/pages/AdminPipeline.tsx— Added DebugPayloadViewer component (collapsible sections, copy, export) and wired into llm_call event rowsfrontend/src/api/public-client.ts— Added system_prompt_text, user_prompt_text, response_text fields to PipelineEvent interfacefrontend/src/App.css— Added ~100 lines of debug-viewer CSS using var(--color-*) custom properties
+
+
+
+ M007/S01
+ Pipeline Debug Mode — Full LLM I/O Capture and Token Accounting
+ Mar 30, 2026, 06:57 PM
+
+ Added debug mode toggle (Redis-backed) that captures full LLM system prompt, user prompt, and response text in pipeline_events, plus per-stage token summary endpoint.
+ +Decisions
+
+
+ - [object Object]
- env_file uses required: false so docker compose config validates on fresh clones
- POSTGRES_PASSWORD uses :-changeme default instead of :? to avoid config failures
- PostgreSQL exposed on host port 5433 to avoid conflicts with other projects
- SQLAlchemy relationship import aliased to sa_relationship to avoid column name clash
- Separate PostgreSQL enum type names to avoid collisions (key_moment_content_type vs content_type)
- Health check at /health performs real DB SELECT 1; lightweight /api/v1/health also available
- Whisper import deferred so --help works without openai-whisper installed
- Sample transcript uses realistic music production content for downstream pipeline testing
+
+ 6 files modified
+-
+
backend/models.py— Added system_prompt_text, user_prompt_text, response_text columns to PipelineEventbackend/config.py— Added debug_mode: bool = False to Settingsbackend/schemas.py— Added DebugModeResponse, DebugModeUpdate, TokenStageSummary, TokenSummaryResponse schemasbackend/routers/pipeline.py— Added debug-mode GET/PUT endpoints, token-summary endpoint, extended event listing responsealembic/versions/006_debug_columns.py— Migration adding 3 TEXT columns to pipeline_eventsbackend/pipeline/stages.py— Added _is_debug_mode(), extended _emit_event and _make_llm_callback for conditional I/O capture, updated 4 stage call sites
+
+
+
+ M006/S06
+ App Footer with Version Info
+ Mar 30, 2026, 12:07 PM
+
+ Added a persistent app footer showing version, build date, commit SHA link, and GitHub repo link — wired through Vite build-time constants with Docker ARG/ENV passthrough for production builds.
+ +Decisions
+
+
+ - Vite define with JSON.stringify for build-time constant injection
- execSync for local git SHA with VITE_GIT_COMMIT env var fallback for Docker builds
- ARG+ENV pattern in Dockerfile.web matching existing API service pattern
- Read package.json via fs.readFileSync to avoid TS module resolution issues in Vite config
+
+ 7 files modified
+-
+
frontend/src/components/AppFooter.tsx— New component displaying version, build date, commit SHA link, and GitHub repo linkfrontend/vite.config.ts— Added define block with __APP_VERSION__, __BUILD_DATE__, __GIT_COMMIT__ build-time constantsfrontend/src/App.tsx— Added AppFooter import and render at bottom of app layoutfrontend/src/App.css— Added flex-column layout with min-height:100vh to push footer to bottomfrontend/src/vite-env.d.ts— Added TypeScript declarations for build-time constantsdocker/Dockerfile.web— Added ARG VITE_GIT_COMMIT=dev and ENV VITE_GIT_COMMIT (on ub01)docker-compose.yml— Added VITE_GIT_COMMIT build arg to web service (on ub01)
+
+
+
+ M006/S05
+ Topics Page Redesign + Music Theory Category
+ Mar 30, 2026, 11:53 AM
+
+ Redesigned Topics browse page from vertical accordion to responsive 2-column card grid layout with 7 categories (added Music Theory) featuring colored accents, descriptions, summary stats, and expand/collapse sub-topic lists.
+ +Decisions
+
+
+ - [object Object]
- [object Object]
- [object Object]
- [object Object]
- [object Object]
- [object Object]
- 300ms asyncio.wait_for timeout on both embedding and Qdrant calls
- Topics endpoint loads canonical_tags.yaml at request time and counts tag matches from DB
- Mocked SearchService at router dependency level for integration tests
- Duplicated request<T> helper in public-client.ts to avoid coupling public and admin API clients
+
+ 3 files modified
+-
+
config/canonical_tags.yaml— Added Music Theory as 7th category with 8 sub-topics (harmony, chord progressions, scales, rhythm, time signatures, melody, counterpoint, song keys)frontend/src/pages/TopicsBrowse.tsx— Rewritten from vertical accordion to responsive 2-column card grid with colored accents, descriptions, summary stats, and expand/collapsefrontend/src/App.css— Added music-theory badge CSS custom properties and class; replaced .topics-list styles with .topics-grid/.topic-card card grid styles
+
+
+
+ M006/S04
+ Technique Page: Sidebar Reorder, Creator Emphasis, Tag Polish
+ Mar 30, 2026, 11:35 AM
+
+ Reordered technique page sidebar (plugins first), added prominent creator block with genre pills, and implemented per-category badge color system with 6 category-specific color pairs.
+ +Decisions
+
+
+ - Redis mode toggle uses per-request get_redis() with aclose() — no connection pool (D007)
- API client uses bare fetch() with shared request() helper — no external HTTP library
- MomentDetail fetches full queue to find moment by ID since no single-moment GET endpoint exists
- Split creates new moment with '(split)' title suffix; merge combines summaries with double-newline separator
- Split dialog validates timestamp client-side before API call
+
+ 2 files modified
+-
+
frontend/src/pages/TechniquePage.tsx— Moved plugins section to top of sidebar, added creator-block with genre pills between h1 and meta row, dynamic category badge class derivationfrontend/src/App.css— Added 12 per-category CSS custom properties, 6 .badge--cat-* classes, creator-block/creator-link/pill--genre-small styles, removed old .technique-header__creator rules
+
+
+
+ M006/S03
+ Git Commit SHA in Pipeline Version Metadata
+ Mar 30, 2026, 11:26 AM
+
+ Pipeline now captures the git commit SHA at Docker build time and displays it in the technique page version metadata panel.
+ +Decisions
+
+
+ - Sync OpenAI/SQLAlchemy/Qdrant throughout Celery tasks — no async in worker context (D004)
- Embedding/Qdrant stage is non-blocking side-effect — failures don't break pipeline (D005)
- Stage 4 classification stored in Redis (24h TTL) due to missing KeyMoment columns
- Pipeline dispatch from ingest is best-effort; manual trigger returns 503 on Celery failure
- LLMClient retries once with JSON nudge on malformed LLM output before failing
+
+ 5 files modified
+-
+
docker/Dockerfile.api— Added GIT_COMMIT_SHA build arg and RUN echo to write SHA to /app/.git-commitdocker-compose.yml— Added GIT_COMMIT_SHA build arg to both chrysopedia-api and chrysopedia-worker servicesbackend/config.py— Added git_commit_sha field to Settings class with 'unknown' defaultbackend/pipeline/stages.py— Added _get_git_commit_sha() helper with 4-tier fallback; added git_commit_sha to _capture_pipeline_metadata()frontend/src/pages/TechniquePage.tsx— Added conditional Commit row to version metadata panel with 7-char abbreviated SHA
+
+
+
+ M006/S02
+ Pipeline Page: Head/Tail Log View + Token Count
+ Mar 30, 2026, 11:16 AM
+
+ Added Head/Tail toggle to pipeline event log — Head shows oldest events first (asc), Tail shows newest (desc) — with backend `order` query parameter, segmented toggle UI, and preserved token count display.
+ +Decisions
+
+
+ - Used NullPool for test engine to avoid asyncpg connection contention in pytest-asyncio
- Fixed _now() helper to return naive UTC datetimes for asyncpg TIMESTAMP WITHOUT TIME ZONE compatibility
- Used slugify helper inline in ingest.py rather than a shared utils module
- Set file_path to {creator_folder}/{source_file} for new SourceVideo records
+
+ 4 files modified
+-
+
backend/routers/pipeline.py— Added order query parameter (asc/desc, default desc) to list_pipeline_events with validation and dynamic orderingfrontend/src/api/public-client.ts— Added order param to fetchPipelineEvents params type and URL builderfrontend/src/pages/AdminPipeline.tsx— Added viewMode state, Head/Tail segmented toggle, order param wiring, and pagination reset on mode switchfrontend/src/App.css— Added segmented toggle button CSS (.pipeline-events__view-toggle, .pipeline-events__view-btn)
+
+
+
+ M006/S01
+ Admin Navigation Dropdown + Header Cleanup
+ Mar 30, 2026, 11:03 AM
+
+ Header nav consolidated: Home/Topics/Creators as flat links, Admin dropdown for Review/Reports/Pipeline, ModeToggle removed from header
+ +Decisions
+
+
+ - [object Object]
- env_file uses required: false so docker compose config validates on fresh clones
- POSTGRES_PASSWORD uses :-changeme default instead of :? to avoid config failures
- PostgreSQL exposed on host port 5433 to avoid conflicts with other projects
- SQLAlchemy relationship import aliased to sa_relationship to avoid column name clash
- Separate PostgreSQL enum type names to avoid collisions (key_moment_content_type vs content_type)
- Health check at /health performs real DB SELECT 1; lightweight /api/v1/health also available
- Whisper import deferred so --help works without openai-whisper installed
- Sample transcript uses realistic music production content for downstream pipeline testing
+
+ 3 files modified
+-
+
frontend/src/components/AdminDropdown.tsx— New component: dropdown trigger + menu with 3 admin links, click-outside/Escape close, ARIA attributesfrontend/src/App.tsx— Replaced 3 flat admin Links + ModeToggle with single AdminDropdown importfrontend/src/App.css— Appended BEM-style dropdown CSS using existing theme custom properties
+
+
+
+ M005/S03
+ Key Moment Card Redesign
+ Mar 30, 2026, 08:57 AM
+
+ Restructured key moment cards: title promoted to standalone h3 on its own line, metadata (source file, timestamp, content type badge) moved to a clean flex-row below.
+ +Decisions
+
+
+ - Sync OpenAI/SQLAlchemy/Qdrant throughout Celery tasks — no async in worker context (D004)
- Embedding/Qdrant stage is non-blocking side-effect — failures don't break pipeline (D005)
- Stage 4 classification stored in Redis (24h TTL) due to missing KeyMoment columns
- Pipeline dispatch from ingest is best-effort; manual trigger returns 503 on Celery failure
- LLMClient retries once with JSON nudge on malformed LLM output before failing
+
+ 2 files modified
+-
+
frontend/src/pages/TechniquePage.tsx— Extracted key moment title from __header flex row into standalone h3 element; renamed __header div to __metafrontend/src/App.css— Added __title block styles with h3 margin reset; added __meta flex styles (migrated from __header); removed dead __header class
+
+
+
+ M005/S02
+ Technique Page 2-Column Layout
+ Mar 30, 2026, 08:49 AM
+
+ Technique pages now display prose content (summary + study guide) in a left column and sidebar content (key moments, signal chains, plugins, related techniques) in a right column at desktop widths, collapsing to single column on mobile.
+ +Decisions
+
+
+ - Used NullPool for test engine to avoid asyncpg connection contention in pytest-asyncio
- Fixed _now() helper to return naive UTC datetimes for asyncpg TIMESTAMP WITHOUT TIME ZONE compatibility
- Used slugify helper inline in ingest.py rather than a shared utils module
- Set file_path to {creator_folder}/{source_file} for new SourceVideo records
+
+ 2 files modified
+-
+
frontend/src/App.css— Widened .technique-page max-width from 48rem to 64rem. Added .technique-columns CSS grid (1fr 22rem), .technique-columns__main, .technique-columns__sidebar with sticky positioning, and @media 768px breakpoint for single-column collapse.frontend/src/pages/TechniquePage.tsx— Wrapped content sections in .technique-columns grid. Summary + body sections in __main div. Key moments + signal chains + plugins + related techniques in __sidebar div.
+
+
+
+ M005/S01
+ Pipeline Admin Dashboard
+ Mar 30, 2026, 08:37 AM
+
+ Built a full pipeline management admin page at /admin/pipeline with video list, status monitoring, retrigger/revoke controls, event log with token usage, collapsible JSON responses, and live worker status.
+ +Decisions
+
+
+ - [object Object]
- env_file uses required: false so docker compose config validates on fresh clones
- POSTGRES_PASSWORD uses :-changeme default instead of :? to avoid config failures
- PostgreSQL exposed on host port 5433 to avoid conflicts with other projects
- SQLAlchemy relationship import aliased to sa_relationship to avoid column name clash
- Separate PostgreSQL enum type names to avoid collisions (key_moment_content_type vs content_type)
- Health check at /health performs real DB SELECT 1; lightweight /api/v1/health also available
- Whisper import deferred so --help works without openai-whisper installed
- Sample transcript uses realistic music production content for downstream pipeline testing
+
+ 9 files modified
+-
+
backend/pipeline/stages.py— Fixed _emit_event and _make_llm_callback syntax errors, replaced _get_session_factory() with _get_sync_session()backend/routers/pipeline.py— New router with 5 admin pipeline endpoints (videos, trigger, revoke, events, worker-status)backend/models.py— PipelineEvent model (previously added, verified working)backend/schemas.py— Pydantic schemas for pipeline admin responsesalembic/versions/004_pipeline_events.py— Migration creating pipeline_events table (previously added, verified at head)frontend/src/pages/AdminPipeline.tsx— New admin pipeline page with video table, event log, JSON viewer, worker statusfrontend/src/api/public-client.ts— API client functions for pipeline admin endpointsfrontend/src/App.tsx— Added /admin/pipeline route and nav linkfrontend/src/App.css— Themed CSS for pipeline admin page components
+
+
+
+ M004/S04
+ Article Versioning + Pipeline Tuning Metadata
+ Mar 30, 2026, 07:21 AM
+
+ Added technique page version tracking with pipeline metadata capture, snapshot-on-write in stage 5, version list/detail API endpoints, and frontend version count display.
+ +Decisions
+
+
+ - Redis mode toggle uses per-request get_redis() with aclose() — no connection pool (D007)
- API client uses bare fetch() with shared request() helper — no external HTTP library
- MomentDetail fetches full queue to find moment by ID since no single-moment GET endpoint exists
- Split creates new moment with '(split)' title suffix; merge combines summaries with double-newline separator
- Split dialog validates timestamp client-side before API call
+
+ 8 files modified
+-
+
backend/models.py— Added TechniquePageVersion model with UUID PK, FK, version_number, content_snapshot (JSONB), pipeline_metadata (JSONB), created_at. Added versions relationship on TechniquePage.alembic/versions/002_technique_page_versions.py— New migration creating technique_page_versions table with composite unique index on (technique_page_id, version_number)backend/pipeline/stages.py— Added _capture_pipeline_metadata() helper and pre-overwrite snapshot logic in stage5_synthesisbackend/schemas.py— Added TechniquePageVersionSummary, TechniquePageVersionDetail, TechniquePageVersionListResponse schemas; added version_count to TechniquePageDetailbackend/routers/techniques.py— Added GET /{slug}/versions and GET /{slug}/versions/{version_number} endpoints; modified get_technique to include version_countbackend/tests/test_public_api.py— Added 6 integration tests for version endpointsfrontend/src/api/public-client.ts— Added version_count to TechniquePageDetail, TechniquePageVersionSummary/ListResponse interfaces, fetchTechniqueVersions functionfrontend/src/pages/TechniquePage.tsx— Conditional version count display in meta stats line
+
+
+
+ M004/S03
+ Technique Page Redesign + Video Source on Moments
+ Mar 30, 2026, 06:58 AM
+
+ Technique detail pages now show meta stats, video filenames on key moments, and monospace signal chain flow blocks with arrow separators — matching the reference layout spec.
+ +Decisions
+
+
+ - Sync OpenAI/SQLAlchemy/Qdrant throughout Celery tasks — no async in worker context (D004)
- Embedding/Qdrant stage is non-blocking side-effect — failures don't break pipeline (D005)
- Stage 4 classification stored in Redis (24h TTL) due to missing KeyMoment columns
- Pipeline dispatch from ingest is best-effort; manual trigger returns 503 on Celery failure
- LLMClient retries once with JSON nudge on malformed LLM output before failing
+
+ 5 files modified
+-
+
backend/schemas.py— Added video_filename: str = '' to KeyMomentSummary schemabackend/routers/techniques.py— Chained selectinload for source_video; post-processing loop populates video_filenamefrontend/src/api/public-client.ts— Added video_filename: string to KeyMomentSummary TypeScript interfacefrontend/src/pages/TechniquePage.tsx— Added meta stats line, video filename display on moments, monospace signal chain flow blocksfrontend/src/App.css— Added CSS for technique-header__stats, technique-moment__source, technique-chain__flow/arrow/step classes
+
+
+
+ M004/S02
+ Dark Theme + Cyan Accents + Mobile Responsive Fix
+ Mar 30, 2026, 06:42 AM
+
+ Replaced all 193 hex colors and 24 rgba values in App.css with 77 CSS custom properties establishing a dark theme with cyan accents, fixed mobile horizontal overflow, and updated HTML metadata.
+ +Decisions
+
+
+ - Used NullPool for test engine to avoid asyncpg connection contention in pytest-asyncio
- Fixed _now() helper to return naive UTC datetimes for asyncpg TIMESTAMP WITHOUT TIME ZONE compatibility
- Used slugify helper inline in ingest.py rather than a shared utils module
- Set file_path to {creator_folder}/{source_file} for new SourceVideo records
+
+ 2 files modified
+-
+
frontend/src/App.css— Added 77 CSS custom properties in :root block, replaced all 193 hex colors and 24 rgba values with var(--*) references, added html/body overflow-x:hidden, fixed mode-toggle label truncation, creator-row stats wrapping, and header flex-wrap for mobilefrontend/index.html— Changed title from 'Chrysopedia Admin' to 'Chrysopedia', added <meta name="theme-color" content="#0a0a12">
+
+
+
+ M004/S01
+ Fix API Bugs — Review Detail 422 + Creators Page
+ Mar 30, 2026, 06:27 AM
+
+ Fixed creators page (paginated response) and review detail (single-moment endpoint) — both working with real pipeline data
+ +Decisions
+
+
+ - [object Object]
- env_file uses required: false so docker compose config validates on fresh clones
- POSTGRES_PASSWORD uses :-changeme default instead of :? to avoid config failures
- PostgreSQL exposed on host port 5433 to avoid conflicts with other projects
- SQLAlchemy relationship import aliased to sa_relationship to avoid column name clash
- Separate PostgreSQL enum type names to avoid collisions (key_moment_content_type vs content_type)
- Health check at /health performs real DB SELECT 1; lightweight /api/v1/health also available
- Whisper import deferred so --help works without openai-whisper installed
- Sample transcript uses realistic music production content for downstream pipeline testing
+
+ 4 files modified
+-
+
backend/routers/creators.py— Returns paginated {items,total,offset,limit} wrapper instead of plain arraybackend/routers/review.py— Limit raised to 1000, added GET /moments/{moment_id} endpointfrontend/src/api/client.ts— Added fetchMoment() functionfrontend/src/pages/MomentDetail.tsx— Uses fetchMoment instead of full queue fetch
+
+
+
+ M003/S02
+ Per-Stage LLM Model Routing + Think-Tag Stripping
+ Mar 30, 2026, 02:12 AM
+
+ Per-stage LLM model/modality routing with think-tag stripping — 59 tests pass
+ +Decisions
+
+
+ - Used NullPool for test engine to avoid asyncpg connection contention in pytest-asyncio
- Fixed _now() helper to return naive UTC datetimes for asyncpg TIMESTAMP WITHOUT TIME ZONE compatibility
- Used slugify helper inline in ingest.py rather than a shared utils module
- Set file_path to {creator_folder}/{source_file} for new SourceVideo records
+
+ 5 files modified
+-
+
backend/config.py— Added 8 per-stage model/modality config fieldsbackend/pipeline/llm_client.py— Modality-aware complete() with strip_think_tags()backend/pipeline/stages.py— Stages 2-5 use _get_stage_config, pass modality/model_overridebackend/tests/test_pipeline.py— Added test_strip_think_tags with 7 cases.env.example— Documented per-stage LLM vars with modality comments
+
+
+
+ M003/S01
+ Domain Setup — DNS, Reverse Proxy, SSL
+ Mar 30, 2026, 02:10 AM
+
+ chrysopedia.com live with AdGuard DNS, nginx reverse proxy, and Certbot SSL
+ +Decisions
+
+
+ - [object Object]
- env_file uses required: false so docker compose config validates on fresh clones
- POSTGRES_PASSWORD uses :-changeme default instead of :? to avoid config failures
- PostgreSQL exposed on host port 5433 to avoid conflicts with other projects
- SQLAlchemy relationship import aliased to sa_relationship to avoid column name clash
- Separate PostgreSQL enum type names to avoid collisions (key_moment_content_type vs content_type)
- Health check at /health performs real DB SELECT 1; lightweight /api/v1/health also available
- Whisper import deferred so --help works without openai-whisper installed
- Sample transcript uses realistic music production content for downstream pipeline testing
+
+
+ M002/S03
+ CLAUDE.md Redirect and Development Path Setup
+ Mar 30, 2026, 01:29 AM
+
+ CLAUDE.md redirect and README deployment docs established
+ +Decisions
+
+
+ - Sync OpenAI/SQLAlchemy/Qdrant throughout Celery tasks — no async in worker context (D004)
- Embedding/Qdrant stage is non-blocking side-effect — failures don't break pipeline (D005)
- Stage 4 classification stored in Redis (24h TTL) due to missing KeyMoment columns
- Pipeline dispatch from ingest is best-effort; manual trigger returns 503 on Celery failure
- LLMClient retries once with JSON nudge on malformed LLM output before failing
+
+ 2 files modified
+-
+
CLAUDE.md— New file — redirects future development to ub01 canonical pathREADME.md— Added deployment section with service URLs and update workflow
+
+
+
+ M002/S02
+ Deploy to ub01 — Clone, Build, Start, Migrate
+ Mar 30, 2026, 01:27 AM
+
+ Full 7-container Chrysopedia stack deployed and healthy on ub01 at port 8096
+ +Decisions
+
+
+ - Used NullPool for test engine to avoid asyncpg connection contention in pytest-asyncio
- Fixed _now() helper to return naive UTC datetimes for asyncpg TIMESTAMP WITHOUT TIME ZONE compatibility
- Used slugify helper inline in ingest.py rather than a shared utils module
- Set file_path to {creator_folder}/{source_file} for new SourceVideo records
+
+ 3 files modified
+-
+
docker-compose.yml— Healthcheck fixes for Ollama (ollama list), Qdrant (bash /dev/tcp), web (curl), worker (celery inspect ping)docker/Dockerfile.api— Added alembic.ini and alembic/ to Docker imagealembic/env.py— Added parent dir to sys.path for Docker layout compatibility
+
+
+
+ M002/S01
+ Fix Compose Config, Add Qdrant/Embeddings, Push to GitHub
+ Mar 30, 2026, 01:09 AM
+
+ Fixed compose config (subnet, ports, Qdrant, Ollama), created private GitHub repo, pushed codebase
+ +Decisions
+
+
+ - [object Object]
- env_file uses required: false so docker compose config validates on fresh clones
- POSTGRES_PASSWORD uses :-changeme default instead of :? to avoid config failures
- PostgreSQL exposed on host port 5433 to avoid conflicts with other projects
- SQLAlchemy relationship import aliased to sa_relationship to avoid column name clash
- Separate PostgreSQL enum type names to avoid collisions (key_moment_content_type vs content_type)
- Health check at /health performs real DB SELECT 1; lightweight /api/v1/health also available
- Whisper import deferred so --help works without openai-whisper installed
- Sample transcript uses realistic music production content for downstream pipeline testing
+
+ 3 files modified
+-
+
docker-compose.yml— Corrected subnet, added Qdrant + Ollama services, web port 8096, EMBEDDING_API_URL.env.example— Updated LLM/embedding URLs for FYN DGX endpoint and Ollama containerdocker/Dockerfile.api— Added curl + HEALTHCHECK, copies prompts/ and config/ into image
+
+
+
+ M001/S05
+ Search-First Web UI
+ Mar 30, 2026, 12:19 AM
+
+ Delivered the complete public-facing web UI: async search service with Qdrant+keyword fallback, landing page with debounced typeahead, technique page detail, creators browse (randomized default sort), topics browse (two-level hierarchy), and 18 integration tests — all 58 backend tests pass, frontend production build clean.
+ +Decisions
+
+
+ - [object Object]
- [object Object]
- [object Object]
- [object Object]
- [object Object]
- [object Object]
- 300ms asyncio.wait_for timeout on both embedding and Qdrant calls
- Topics endpoint loads canonical_tags.yaml at request time and counts tag matches from DB
- Mocked SearchService at router dependency level for integration tests
- Duplicated request<T> helper in public-client.ts to avoid coupling public and admin API clients
+
+ 18 files modified
+-
+
backend/search_service.py— New async SearchService class: embed_query (300ms timeout), search_qdrant, keyword_search (ILIKE), orchestrated search with fallbackbackend/schemas.py— Added SearchResultItem, SearchResponse, TechniquePageDetail, TopicCategory, TopicSubTopic, CreatorBrowseItem schemasbackend/routers/search.py— New router: GET /search with query/scope/limit params, SearchService instantiation, latency loggingbackend/routers/techniques.py— New router: GET /techniques (list with filters), GET /techniques/{slug} (detail with eager-loaded relations)backend/routers/topics.py— New router: GET /topics (category hierarchy from canonical_tags.yaml + DB counts), GET /topics/{category_slug}backend/routers/creators.py— Enhanced: sort=random|alpha|views, genre filter, technique_count/video_count correlated subqueriesbackend/main.py— Mounted search, techniques, topics routers at /api/v1backend/tests/test_search.py— 5 integration tests: search happy path, empty query, keyword fallback, scope filter, no resultsbackend/tests/test_public_api.py— 13 integration tests: techniques list/detail/404, topics hierarchy, creators sort/filter/detail/404/countsfrontend/src/api/public-client.ts— Typed API client with interfaces and 6 endpoint functions for all public routesfrontend/src/pages/Home.tsx— Landing page: auto-focus search, 300ms debounced typeahead, nav cards, recently addedfrontend/src/pages/SearchResults.tsx— Search results: URL param-driven, type-grouped display, fallback bannerfrontend/src/pages/TechniquePage.tsx— Full technique page: header/badges/prose/key moments/signal chains/plugins/related links, amber bannerfrontend/src/pages/CreatorsBrowse.tsx— Creators browse: randomized default sort, genre filter pills, name filter, sort togglefrontend/src/pages/CreatorDetail.tsx— Creator detail: info header + technique pages filtered by creator_slugfrontend/src/pages/TopicsBrowse.tsx— Topics browse: two-level expandable hierarchy with counts and filter inputfrontend/src/App.tsx— Added 6 public routes, updated navigation header with Chrysopedia brandingfrontend/src/App.css— ~500 lines added: search bar, typeahead, nav cards, technique page, browse pages, filter/sort controls
+
+
+
+ M001/S04
+ Review Queue Admin UI
+ Mar 29, 2026, 11:35 PM
+
+ Delivered the complete review queue admin UI: 9 backend API endpoints with 24 integration tests, a React+Vite+TypeScript frontend with typed API client, and full admin pages for queue browsing, moment review/edit/split/merge, and review-vs-auto mode toggle.
+ +Decisions
+
+
+ - Redis mode toggle uses per-request get_redis() with aclose() — no connection pool (D007)
- API client uses bare fetch() with shared request() helper — no external HTTP library
- MomentDetail fetches full queue to find moment by ID since no single-moment GET endpoint exists
- Split creates new moment with '(split)' title suffix; merge combines summaries with double-newline separator
- Split dialog validates timestamp client-side before API call
+
+ 17 files modified
+-
+
backend/routers/review.py— New: 9 async review queue endpoints (354 lines)backend/schemas.py— Added 8 Pydantic schemas for review queue (ReviewQueueItem, ReviewQueueResponse, ReviewStatsResponse, MomentEditRequest, MomentSplitRequest, MomentMergeRequest, ReviewModeResponse, ReviewModeUpdate)backend/redis_client.py— New: async Redis client helper with get_redis()backend/main.py— Mounted review router under /api/v1backend/tests/test_review.py— New: 24 integration tests for review endpoints (495 lines)frontend/package.json— New: React 18 + Vite 6 + TypeScript 5.6 dependenciesfrontend/vite.config.ts— New: Vite config with React plugin and /api dev proxyfrontend/tsconfig.json— New: strict TypeScript configfrontend/index.html— New: Vite entry pointfrontend/src/main.tsx— New: React app entry with BrowserRouterfrontend/src/App.tsx— New: App shell with routes and nav headerfrontend/src/App.css— New: Comprehensive admin CSS (620 lines)frontend/src/api/client.ts— New: Typed API client with 9 functions and TypeScript interfaces (187 lines)frontend/src/pages/ReviewQueue.tsx— New: Queue list page with stats bar, filter tabs, pagination, mode togglefrontend/src/pages/MomentDetail.tsx— New: Moment detail page with approve/reject/edit/split/merge actions (458 lines)frontend/src/components/StatusBadge.tsx— New: Reusable status badge with color codingfrontend/src/components/ModeToggle.tsx— New: Review/auto mode toggle component
+
+
+
+ M001/S03
+ LLM Extraction Pipeline + Qdrant Integration
+ Mar 29, 2026, 10:59 PM
+
+ Built the complete 6-stage LLM extraction pipeline (segmentation → extraction → classification → synthesis → embedding) with Celery workers, sync SQLAlchemy, primary/fallback LLM endpoints, Qdrant vector indexing, configurable prompt templates, auto-dispatch from ingest, manual re-trigger API, and 10 integration tests — all 16 tests pass.
+ +Decisions
+
+
+ - Sync OpenAI/SQLAlchemy/Qdrant throughout Celery tasks — no async in worker context (D004)
- Embedding/Qdrant stage is non-blocking side-effect — failures don't break pipeline (D005)
- Stage 4 classification stored in Redis (24h TTL) due to missing KeyMoment columns
- Pipeline dispatch from ingest is best-effort; manual trigger returns 503 on Celery failure
- LLMClient retries once with JSON nudge on malformed LLM output before failing
+
+ 19 files modified
+-
+
backend/config.py— Extended Settings with 12 LLM/embedding/Qdrant/prompt config fieldsbackend/requirements.txt— Added openai, qdrant-client, pyyaml, psycopg2-binarybackend/worker.py— Created Celery app with Redis broker, imports pipeline.stagesbackend/pipeline/__init__.py— Created empty package initbackend/pipeline/schemas.py— 8 Pydantic models for pipeline stage I/Obackend/pipeline/llm_client.py— Sync LLMClient with primary/fallback logicbackend/pipeline/embedding_client.py— Sync EmbeddingClient for /v1/embeddingsbackend/pipeline/qdrant_client.py— QdrantManager with idempotent collection mgmt and metadata upsertsbackend/pipeline/stages.py— 6 Celery tasks: stages 2-6 + run_pipeline orchestratorbackend/routers/pipeline.py— POST /trigger/{video_id} manual re-trigger endpointbackend/routers/ingest.py— Added run_pipeline.delay() dispatch after ingest commitbackend/main.py— Mounted pipeline router under /api/v1prompts/stage2_segmentation.txt— LLM prompt for topic boundary detectionprompts/stage3_extraction.txt— LLM prompt for key moment extractionprompts/stage4_classification.txt— LLM prompt for canonical tag classificationprompts/stage5_synthesis.txt— LLM prompt for technique page synthesisbackend/tests/test_pipeline.py— 10 integration tests covering all pipeline stagesbackend/tests/fixtures/mock_llm_responses.py— Mock LLM response fixtures for all stagesbackend/tests/conftest.py— Added sync engine/session fixtures and pre_ingested_video fixture
+
+
+
+ M001/S02
+ Transcript Ingestion API
+ Mar 29, 2026, 10:19 PM
+
+ Delivered POST /api/v1/ingest endpoint with creator auto-detection, SourceVideo upsert, TranscriptSegment bulk insert, raw JSON persistence, and 6 passing integration tests against real PostgreSQL.
+ +Decisions
+
+
+ - Used NullPool for test engine to avoid asyncpg connection contention in pytest-asyncio
- Fixed _now() helper to return naive UTC datetimes for asyncpg TIMESTAMP WITHOUT TIME ZONE compatibility
- Used slugify helper inline in ingest.py rather than a shared utils module
- Set file_path to {creator_folder}/{source_file} for new SourceVideo records
+
+ 9 files modified
+-
+
backend/routers/ingest.py— New file — POST /api/v1/ingest endpoint with creator auto-detection, SourceVideo upsert, TranscriptSegment bulk insert, raw JSON persistencebackend/schemas.py— Added TranscriptIngestResponse Pydantic model with 7 fieldsbackend/main.py— Mounted ingest router under /api/v1 prefixbackend/requirements.txt— Added python-multipart, pytest, pytest-asyncio, httpx dependenciesbackend/models.py— Fixed _now() to return naive UTC datetimes for asyncpg compatibilitybackend/tests/conftest.py— New file — async test fixtures: NullPool engine, ASGI client, sample transcript pathbackend/tests/test_ingest.py— New file — 6 integration tests for ingest endpointbackend/tests/fixtures/sample_transcript.json— New file — 5-segment sample transcript JSON fixturebackend/pytest.ini— New file — asyncio_mode = auto configuration
+
+
+
+ M001/S01
+ Docker Compose + Database + Whisper Script
+ Mar 29, 2026, 10:02 PM
+
+ Delivered deployable Docker Compose infrastructure with PostgreSQL schema (7 tables), FastAPI skeleton API with CRUD endpoints, desktop Whisper transcription script, and sample transcript fixture.
+ +Decisions
+
+
+ - [object Object]
- env_file uses required: false so docker compose config validates on fresh clones
- POSTGRES_PASSWORD uses :-changeme default instead of :? to avoid config failures
- PostgreSQL exposed on host port 5433 to avoid conflicts with other projects
- SQLAlchemy relationship import aliased to sa_relationship to avoid column name clash
- Separate PostgreSQL enum type names to avoid collisions (key_moment_content_type vs content_type)
- Health check at /health performs real DB SELECT 1; lightweight /api/v1/health also available
- Whisper import deferred so --help works without openai-whisper installed
- Sample transcript uses realistic music production content for downstream pipeline testing
+
+ 25 files modified
+-
+
docker-compose.yml— Docker Compose project with 5 services (PostgreSQL 16, Redis 7, FastAPI API, Celery worker, React/nginx web).env.example— Template with all required environment variables and descriptionsdocker/Dockerfile.api— Multi-stage Dockerfile for FastAPI + Celery worker servicedocker/Dockerfile.web— Dockerfile for React app served via nginxdocker/nginx.conf— Nginx config for serving React SPA with API proxybackend/main.py— FastAPI app with lifespan, CORS, structured logging, router mountingbackend/models.py— SQLAlchemy async models for all 7 entities with enums, FKs, JSONBbackend/database.py— Async engine, session factory, declarative basebackend/schemas.py— Pydantic v2 schemas (Base/Create/Read) for all entitiesbackend/config.py— pydantic-settings config loading from .envbackend/routers/health.py— GET /health with DB connectivity checkbackend/routers/creators.py— GET /api/v1/creators (paginated), GET /api/v1/creators/{slug}backend/routers/videos.py— GET /api/v1/videos (paginated, optional creator filter)backend/requirements.txt— Python dependencies for FastAPI, SQLAlchemy, asyncpg, etc.alembic.ini— Alembic configuration pointing to async database URLalembic/env.py— Async Alembic migration runneralembic/versions/001_initial.py— Initial migration creating all 7 tables with constraintsalembic/script.py.mako— Alembic migration templatewhisper/transcribe.py— Desktop Whisper transcription script with CLI, batch mode, resumabilitywhisper/requirements.txt— Whisper script Python dependencieswhisper/README.md— Whisper script usage documentationconfig/canonical_tags.yaml— 6 topic categories and 13 genres for tag classificationREADME.md— Project README with architecture, setup, env vars, dev workflowtests/fixtures/sample_transcript.json— 5-segment sample transcript matching Whisper output formatfrontend/package.json— Placeholder React app package.json
+
Knowledge
+KNOWLEDGE.md exists but no entries parsed.
+Captures
+No captures recorded.
+Artifacts
+ +Missing changelogs 11
+| Milestone | Slice | Title |
|---|---|---|
| M025 | S01 | [A] Notification System (Email Digests) |
| M025 | S02 | [A] Mobile Responsiveness Pass |
| M025 | S03 | [A] Creator Onboarding Flow |
| M025 | S04 | [B] Rate Limiting + Cost Management |
| M025 | S05 | [B] AI Transparency Page |
| and 6 more | ||
Recently completed 112
+| Milestone | Slice | Title | Completed |
|---|---|---|---|
| M024 | S06 | Forgejo KB Update — Shorts, Embed, Citations | Apr 4, 2026, 11:56 AM |
| M024 | S05 | [B] Citation UX Improvements | Apr 4, 2026, 11:47 AM |
| M024 | S04 | [B] Auto-Captioning + Template System | Apr 4, 2026, 11:27 AM |
| M024 | S03 | [A] Embed Support (iframe Snippet) | Apr 4, 2026, 11:00 AM |
| M024 | S02 | [A] Key Moment Pins on Player Timeline | Apr 4, 2026, 10:49 AM |
Planning
+ +| ID | Milestone | State | Context | Draft | Updated |
|---|---|---|---|---|---|
| M001 | +Chrysopedia Foundation — Infrastructure, Pipeline Core, and Skeleton UI | +undiscussed | ++ | + | + |
| M002 | +M002: Chrysopedia Deployment — GitHub, ub01 Docker Stack, and Production Wiring | +undiscussed | ++ | + | + |
| M003 | +M003: Domain + DNS + Per-Stage LLM Model Routing | +undiscussed | ++ | + | + |
| M004 | +M004: UI Polish, Bug Fixes, Technique Page Redesign, and Article Versioning | +undiscussed | ++ | + | + |
| M005 | +M005: Pipeline Dashboard, Technique Page Redesign, Key Moment Cards | +undiscussed | ++ | + | + |
| M006 | +M006: Admin Nav, Pipeline Log Views, Commit SHA, Tag Polish, Topics Redesign, Footer | +undiscussed | ++ | + | + |
| M007 | +M007: Pipeline Transparency, Auto-Ingest, Admin UX Polish, and Mobile Fixes | +undiscussed | ++ | + | + |
| M008 | +M008: Credibility Debt Cleanup — Broken Links, Test Data, Jargon, Empty Metrics | +undiscussed | ++ | + | + |
| M009 | +Homepage & First Impression | +undiscussed | ++ | + | + |
| M010 | +Discovery, Navigation & Visual Identity | +undiscussed | ++ | + | + |
| M011 | +M011: Interaction Polish, Navigation & Accessibility | +discussed | +yes | ++ | Mar 31, 2026, 08:13 AM | +
| M012 | +M012: Multi-Field Composite Search & Sort Controls | +undiscussed | ++ | + | + |
| M013 | +M013: Prompt Quality Toolkit — LLM Fitness, Scoring, and Automated Optimization | +undiscussed | ++ | + | + |
| M014 | +M014: Multi-Source Technique Pages — Nested Sections, Composition, Citations, and Section Search | +undiscussed | ++ | + | + |
| M015 | +M015: Social Proof, Freshness Signals & Admin UX | +discussed | +yes | ++ | Apr 3, 2026, 03:56 AM | +
| M016 | +M016: Visual Identity & Reading Experience | +undiscussed | ++ | + | + |
| M017 | +M017: Creator Profile Page — Hero, Stats, Featured Technique & Admin Editing | +undiscussed | ++ | + | + |
| M018 | +M018: Phase 2 Research & Documentation — Site Audit and Forgejo Wiki Bootstrap | +undiscussed | ++ | + | + |
| M019 | +Foundations — Auth, Consent & LightRAG | +undiscussed | ++ | + | + |
| M020 | +Core Experiences — Player, Impersonation & Knowledge Routing | +undiscussed | ++ | + | + |
| M021 | +Intelligence Online — Chat, Chapters & Search Cutover | +undiscussed | ++ | + | + |
| M022 | +Creator Tools & Personality | +undiscussed | ++ | + | + |
| M023 | +MVP Integration — Demo Build | +undiscussed | ++ | + | + |
| M024 | +Polish, Shorts Pipeline & Citations | +undiscussed | ++ | + | + |
| M025 | +Hardening & Launch Prep | +undiscussed | ++ | + | + |