From 07baa5aca17a8fb47a26854b2aea6c064801be0e Mon Sep 17 00:00:00 2001 From: jlightner Date: Tue, 31 Mar 2026 05:35:30 +0000 Subject: [PATCH] =?UTF-8?q?feat:=20Added=20hero=20tagline=20"Production=20?= =?UTF-8?q?Knowledge,=20Distilled",=20value=20propo=E2=80=A6?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit - "frontend/src/pages/Home.tsx" - "frontend/src/App.css" GSD-Task: S01/T01 --- .gsd/milestones/M009/slices/S01/S01-PLAN.md | 42 +- .../M009/slices/S01/S01-RESEARCH.md | 77 + .../M009/slices/S01/tasks/T01-PLAN.md | 39 + .../M009/slices/S01/tasks/T01-SUMMARY.md | 76 + .../M009/slices/S01/tasks/T02-PLAN.md | 40 + .gsd/reports/M008-2026-03-31T05-31-26.html | 5192 +++++++++++++++++ .gsd/reports/index.html | 209 + .gsd/reports/reports.json | 24 + frontend/src/App.css | 84 +- frontend/src/pages/Home.tsx | 33 +- 10 files changed, 5813 insertions(+), 3 deletions(-) create mode 100644 .gsd/milestones/M009/slices/S01/S01-RESEARCH.md create mode 100644 .gsd/milestones/M009/slices/S01/tasks/T01-PLAN.md create mode 100644 .gsd/milestones/M009/slices/S01/tasks/T01-SUMMARY.md create mode 100644 .gsd/milestones/M009/slices/S01/tasks/T02-PLAN.md create mode 100644 .gsd/reports/M008-2026-03-31T05-31-26.html create mode 100644 .gsd/reports/index.html create mode 100644 .gsd/reports/reports.json diff --git a/.gsd/milestones/M009/slices/S01/S01-PLAN.md b/.gsd/milestones/M009/slices/S01/S01-PLAN.md index 406fd7a..bc03bc7 100644 --- a/.gsd/milestones/M009/slices/S01/S01-PLAN.md +++ b/.gsd/milestones/M009/slices/S01/S01-PLAN.md @@ -1,6 +1,46 @@ # S01: Homepage Hero & Value Proposition -**Goal:** First-time visitors understand what Chrysopedia is and how to start within 10 seconds +**Goal:** Homepage shows tagline, value description, how-it-works steps, Start Exploring CTA, and popular topic quick-links above the fold **Demo:** After this: Homepage shows tagline, value description, how-it-works steps, Start Exploring CTA, and popular topic quick-links above the fold ## Tasks +- [x] **T01: Added hero tagline "Production Knowledge, Distilled", value proposition, 3-step how-it-works grid, and "Start Exploring" CTA to homepage** — The Home.tsx hero section currently has an empty

and a subtitle. This task adds the tagline text, a value proposition paragraph, a 3-step how-it-works visual, and a Start Exploring CTA button — all static content with CSS styling using existing design tokens. + +Steps: +1. Read `frontend/src/pages/Home.tsx` and `frontend/src/App.css` (home-hero section starting ~line 866) +2. In Home.tsx, add text content to the existing empty `

` — set it to "Production Knowledge, Distilled" (or similar compelling tagline) +3. Add a new `

` below the subtitle explaining what Chrysopedia does — e.g. "Real music production techniques extracted from creator tutorials. Skip the 4-hour videos — find the insight you need in seconds." +4. Add a `

` section with 3 steps: (1) Real creators share techniques (2) AI extracts key moments (3) You find answers fast. Each step gets an icon/number, title, and short description. +5. Add a `Start Exploring` CTA button positioned prominently after the how-it-works section but before the search bar +6. In App.css, add styles for `.home-hero__value-prop`, `.home-how-it-works`, `.home-how-it-works__step`, `.home-cta`. Use existing CSS custom properties (--color-text-secondary, --color-accent, --color-bg-surface, etc.) +7. Increase `.home-hero` top padding to give breathing room for the new content +8. Add mobile responsive rules at the existing breakpoint (~768px) — steps should stack vertically on mobile +9. Run `cd frontend && npm run build` to verify zero errors + +Constraints: +- Keep search bar prominent — new content supports but doesn't bury it +- Use only existing CSS custom properties from :root, no new color definitions +- The how-it-works section can be just below the fold on desktop; hero title + search should be visible without scrolling + - Estimate: 30m + - Files: frontend/src/pages/Home.tsx, frontend/src/App.css + - Verify: cd frontend && npm run build 2>&1 | tail -5 +- [ ] **T02: Add popular topic quick-links fetched from topics API** — Add a popular topics section to the homepage that fetches topic data from the existing fetchTopics API, sorts sub-topics by technique_count, and renders the top 8-10 as clickable pill/chip links. Each pill navigates to the search page scoped to that topic. + +Steps: +1. Read current `frontend/src/pages/Home.tsx` (will include T01 changes) and `frontend/src/api/public-client.ts` (for TopicCategory/TopicSubTopic interfaces and fetchTopics function) +2. In Home.tsx, import `fetchTopics` and `TopicCategory` from public-client.ts +3. Add state: `const [popularTopics, setPopularTopics] = useState<{name: string; count: number}[]>([])` +4. Add useEffect that calls fetchTopics(), flattens all sub_topics across categories, sorts by technique_count descending, takes top 8, maps to {name, count} +5. Render a `
` between the CTA and the search bar (or between search bar and nav-cards). Show heading "Popular Topics" and render each topic as `{topic.name}` +6. If popularTopics is empty (no data or API error), render nothing — no section, no error message +7. In App.css, add styles for `.home-popular-topics` (centered, flex-wrap gap layout) and `.pill--topic-quick` (reuse existing pill styling with minor adjustments for interactive hover state using --color-accent) +8. Add mobile responsive adjustments if needed +9. Run `cd frontend && npm run build` to verify zero errors + +Constraints: +- Catch fetchTopics errors silently — no user-facing error for this optional section +- Reuse existing pill/badge CSS patterns (`.pill--tag` exists already) +- Topic pills should visually complement but not compete with the search bar + - Estimate: 25m + - Files: frontend/src/pages/Home.tsx, frontend/src/App.css + - Verify: cd frontend && npm run build 2>&1 | tail -5 diff --git a/.gsd/milestones/M009/slices/S01/S01-RESEARCH.md b/.gsd/milestones/M009/slices/S01/S01-RESEARCH.md new file mode 100644 index 0000000..01189af --- /dev/null +++ b/.gsd/milestones/M009/slices/S01/S01-RESEARCH.md @@ -0,0 +1,77 @@ +# S01 Research — Homepage Hero & Value Proposition + +## Summary + +Straightforward frontend slice. The existing `Home.tsx` already has a hero section with search bar, nav cards (Topics/Creators), and a Recently Added section. The work is adding content above and around the search bar: a tagline, value proposition text, how-it-works steps, a "Start Exploring" CTA, and popular topic quick-links. All needed APIs already exist (`fetchTopics` returns categories with sub-topic technique counts). The CSS custom property system (77 tokens in `:root`) is well-established. + +No new backend work. No new dependencies. No risky integration. + +## Recommendation + +Single file change (`Home.tsx`) plus CSS additions in `App.css`. Can be done in 1-2 tasks. + +## Implementation Landscape + +### Current State + +**`frontend/src/pages/Home.tsx`** (236 lines): +- `home-hero` section: empty `

` (no tagline text), subtitle "Search techniques, key moments, and creators", search bar with typeahead +- `nav-cards` section: Topics and Creators link cards +- `recent-section`: Recently Added technique cards +- Imports: `searchApi`, `fetchTechniques`, `SearchResultItem`, `TechniqueListItem` from `public-client.ts` + +**`frontend/src/App.css`** (~3200 lines): +- `.home-hero` starts at line 866: centered, minimal padding (0.5rem top) +- `.home-hero__title`: 2.25rem / 800 weight — exists but the JSX `

` has no text content +- `.nav-cards` at line 1020: 2-column grid +- `.recent-section` at line 1060 +- Mobile breakpoint adjusts `.home-hero__title` size at ~line 2078 + +**`frontend/src/api/public-client.ts`**: +- `fetchTopics(): Promise` — returns `{ name, description, sub_topics: [{ name, technique_count, creator_count }] }[]` +- Already used by `TopicsBrowse.tsx`, proven API + +### What to Build + +1. **Tagline** — Set the `

` text to a value proposition headline (e.g., "Production Knowledge, Distilled") +2. **Value description** — 1-2 sentence paragraph below subtitle explaining what Chrysopedia does +3. **How-it-works steps** — 3-step visual (e.g., "Real creators share → AI extracts key moments → You find answers fast") +4. **Start Exploring CTA** — Button linking to `/topics` or scrolling to search, positioned prominently +5. **Popular topic quick-links** — Fetch top N sub-topics by `technique_count` from `fetchTopics()`, render as pill/chip links that navigate to search with scope + +### File Changes + +| File | Change | +|------|--------| +| `frontend/src/pages/Home.tsx` | Add tagline h1 text, value prop paragraph, how-it-works section, CTA button, popular topics section (new `useEffect` to call `fetchTopics`, sort sub-topics by count, take top 8-10) | +| `frontend/src/App.css` | Add styles for `.home-value-prop`, `.home-how-it-works`, `.home-how-it-works__step`, `.home-cta`, `.home-topics-quick` and pill styles. Adjust `.home-hero` padding for more vertical breathing room. Mobile responsive rules. | + +### Natural Task Seams + +This could be 1 task (it's all one page) or split into 2: +- **T01**: Hero content (tagline, value prop, how-it-works, CTA) — pure static content + CSS, no API calls +- **T02**: Popular topic quick-links — requires `fetchTopics` call, data transform, rendering pills that link to `/search?q=&scope=topics` + +Splitting is marginally useful for parallel execution but the dependency is trivial. A single task is also reasonable. + +### Design Tokens Available + +The `:root` block has all needed tokens: +- `--color-bg-page`, `--color-bg-surface`, `--color-bg-surface-hover` for section backgrounds +- `--color-text-primary`, `--color-text-secondary`, `--color-text-muted` for text hierarchy +- `--color-accent`, `--color-accent-hover` (cyan) for CTA button +- `--color-border` for step dividers +- Badge/pill styles already exist (`.badge`, `.pill--tag`) — reuse for topic quick-links + +### Verification + +- `cd frontend && npm run build` — zero TypeScript errors, zero warnings +- Visual: browser check at `http://ub01:8096` — hero shows tagline, value prop, steps, CTA, and topic pills above the search bar +- Topic pills link correctly to `/search?q=&scope=topics` +- Mobile responsive: content stacks vertically, readable at 375px width + +### Constraints + +- Keep search bar prominent — new content supports but doesn't bury the search experience +- "Above the fold" is relative; on desktop the hero + search + CTA should be visible without scrolling, how-it-works can be just below +- Topic quick-links depend on having topics data in the DB; render nothing gracefully if empty diff --git a/.gsd/milestones/M009/slices/S01/tasks/T01-PLAN.md b/.gsd/milestones/M009/slices/S01/tasks/T01-PLAN.md new file mode 100644 index 0000000..a7d751e --- /dev/null +++ b/.gsd/milestones/M009/slices/S01/tasks/T01-PLAN.md @@ -0,0 +1,39 @@ +--- +estimated_steps: 15 +estimated_files: 2 +skills_used: [] +--- + +# T01: Add hero tagline, value proposition, how-it-works steps, and CTA to Home.tsx + +The Home.tsx hero section currently has an empty

and a subtitle. This task adds the tagline text, a value proposition paragraph, a 3-step how-it-works visual, and a Start Exploring CTA button — all static content with CSS styling using existing design tokens. + +Steps: +1. Read `frontend/src/pages/Home.tsx` and `frontend/src/App.css` (home-hero section starting ~line 866) +2. In Home.tsx, add text content to the existing empty `

` — set it to "Production Knowledge, Distilled" (or similar compelling tagline) +3. Add a new `

` below the subtitle explaining what Chrysopedia does — e.g. "Real music production techniques extracted from creator tutorials. Skip the 4-hour videos — find the insight you need in seconds." +4. Add a `

` section with 3 steps: (1) Real creators share techniques (2) AI extracts key moments (3) You find answers fast. Each step gets an icon/number, title, and short description. +5. Add a `Start Exploring` CTA button positioned prominently after the how-it-works section but before the search bar +6. In App.css, add styles for `.home-hero__value-prop`, `.home-how-it-works`, `.home-how-it-works__step`, `.home-cta`. Use existing CSS custom properties (--color-text-secondary, --color-accent, --color-bg-surface, etc.) +7. Increase `.home-hero` top padding to give breathing room for the new content +8. Add mobile responsive rules at the existing breakpoint (~768px) — steps should stack vertically on mobile +9. Run `cd frontend && npm run build` to verify zero errors + +Constraints: +- Keep search bar prominent — new content supports but doesn't bury it +- Use only existing CSS custom properties from :root, no new color definitions +- The how-it-works section can be just below the fold on desktop; hero title + search should be visible without scrolling + +## Inputs + +- `frontend/src/pages/Home.tsx` +- `frontend/src/App.css` + +## Expected Output + +- `frontend/src/pages/Home.tsx` +- `frontend/src/App.css` + +## Verification + +cd frontend && npm run build 2>&1 | tail -5 diff --git a/.gsd/milestones/M009/slices/S01/tasks/T01-SUMMARY.md b/.gsd/milestones/M009/slices/S01/tasks/T01-SUMMARY.md new file mode 100644 index 0000000..8b7eb08 --- /dev/null +++ b/.gsd/milestones/M009/slices/S01/tasks/T01-SUMMARY.md @@ -0,0 +1,76 @@ +--- +id: T01 +parent: S01 +milestone: M009 +provides: [] +requires: [] +affects: [] +key_files: ["frontend/src/pages/Home.tsx", "frontend/src/App.css"] +key_decisions: ["Used cyan accent numbered circles for how-it-works steps to match existing design language"] +patterns_established: [] +drill_down_paths: [] +observability_surfaces: [] +duration: "" +verification_result: "cd frontend && npm run build — zero errors, 46 modules transformed, built in 807ms." +completed_at: 2026-03-31T05:35:24.075Z +blocker_discovered: false +--- + +# T01: Added hero tagline "Production Knowledge, Distilled", value proposition, 3-step how-it-works grid, and "Start Exploring" CTA to homepage + +> Added hero tagline "Production Knowledge, Distilled", value proposition, 3-step how-it-works grid, and "Start Exploring" CTA to homepage + +## What Happened +--- +id: T01 +parent: S01 +milestone: M009 +key_files: + - frontend/src/pages/Home.tsx + - frontend/src/App.css +key_decisions: + - Used cyan accent numbered circles for how-it-works steps to match existing design language +duration: "" +verification_result: passed +completed_at: 2026-03-31T05:35:24.076Z +blocker_discovered: false +--- + +# T01: Added hero tagline "Production Knowledge, Distilled", value proposition, 3-step how-it-works grid, and "Start Exploring" CTA to homepage + +**Added hero tagline "Production Knowledge, Distilled", value proposition, 3-step how-it-works grid, and "Start Exploring" CTA to homepage** + +## What Happened + +The homepage hero section had an empty h1 and only a subtitle with search bar. Added the tagline, a value proposition paragraph, a 3-column how-it-works grid with numbered accent circles (Creators Share Techniques → AI Extracts Key Moments → You Find Answers Fast), and a prominent CTA button linking to /topics. All CSS uses existing custom properties. Responsive stacking at 640px breakpoint. + +## Verification + +cd frontend && npm run build — zero errors, 46 modules transformed, built in 807ms. + +## Verification Evidence + +| # | Command | Exit Code | Verdict | Duration | +|---|---------|-----------|---------|----------| +| 1 | `cd frontend && npm run build` | 0 | ✅ pass | 2700ms | + + +## Deviations + +None. + +## Known Issues + +None. + +## Files Created/Modified + +- `frontend/src/pages/Home.tsx` +- `frontend/src/App.css` + + +## Deviations +None. + +## Known Issues +None. diff --git a/.gsd/milestones/M009/slices/S01/tasks/T02-PLAN.md b/.gsd/milestones/M009/slices/S01/tasks/T02-PLAN.md new file mode 100644 index 0000000..c940be3 --- /dev/null +++ b/.gsd/milestones/M009/slices/S01/tasks/T02-PLAN.md @@ -0,0 +1,40 @@ +--- +estimated_steps: 15 +estimated_files: 2 +skills_used: [] +--- + +# T02: Add popular topic quick-links fetched from topics API + +Add a popular topics section to the homepage that fetches topic data from the existing fetchTopics API, sorts sub-topics by technique_count, and renders the top 8-10 as clickable pill/chip links. Each pill navigates to the search page scoped to that topic. + +Steps: +1. Read current `frontend/src/pages/Home.tsx` (will include T01 changes) and `frontend/src/api/public-client.ts` (for TopicCategory/TopicSubTopic interfaces and fetchTopics function) +2. In Home.tsx, import `fetchTopics` and `TopicCategory` from public-client.ts +3. Add state: `const [popularTopics, setPopularTopics] = useState<{name: string; count: number}[]>([])` +4. Add useEffect that calls fetchTopics(), flattens all sub_topics across categories, sorts by technique_count descending, takes top 8, maps to {name, count} +5. Render a `
` between the CTA and the search bar (or between search bar and nav-cards). Show heading "Popular Topics" and render each topic as `{topic.name}` +6. If popularTopics is empty (no data or API error), render nothing — no section, no error message +7. In App.css, add styles for `.home-popular-topics` (centered, flex-wrap gap layout) and `.pill--topic-quick` (reuse existing pill styling with minor adjustments for interactive hover state using --color-accent) +8. Add mobile responsive adjustments if needed +9. Run `cd frontend && npm run build` to verify zero errors + +Constraints: +- Catch fetchTopics errors silently — no user-facing error for this optional section +- Reuse existing pill/badge CSS patterns (`.pill--tag` exists already) +- Topic pills should visually complement but not compete with the search bar + +## Inputs + +- `frontend/src/pages/Home.tsx` +- `frontend/src/App.css` +- `frontend/src/api/public-client.ts` + +## Expected Output + +- `frontend/src/pages/Home.tsx` +- `frontend/src/App.css` + +## Verification + +cd frontend && npm run build 2>&1 | tail -5 diff --git a/.gsd/reports/M008-2026-03-31T05-31-26.html b/.gsd/reports/M008-2026-03-31T05-31-26.html new file mode 100644 index 0000000..72bc04a --- /dev/null +++ b/.gsd/reports/M008-2026-03-31T05-31-26.html @@ -0,0 +1,5192 @@ + + + + + +GSD Report — content-to-kb-automator — M008 + + + +
+
+
+ + v2.58.0 +
+
+

content-to-kb-automator / M008

+ /home/aux/projects/content-to-kb-automator +
+
+ All Reports +
Tue, Mar 31, 2026, 05:31 AM UTC
+
+
+
+ +
+ +
+

Summary

+ +

content-to-kb-automator is 82% complete across 10 milestones. $172.23 spent. Currently executing M009/S01.

+
8/10Milestones
32/39Slices
planningPhase
$172.23Cost
244.48MTokens
7h 56mDuration
3899Tool calls
142Units
7Remaining
4.5/hrRate
$5.38Cost/slice
62.7kTokens/tool
100.0%Cache hit
M008Scope
+
+
+ 82% +
+
+ Executing M009/S01 — Homepage Hero & Value Proposition +
+ +
ETA: ~1h 34m remaining (7 slices at 4.5/hr)
+ +
+ +
+

Blockers

+ +
+
M010/S01
+
High risk — incomplete
+
+
+ +
+

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 + critical + + +
+
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 + + + +
+
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 + + + +
+
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 + critical + + +
+
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 + critical + + +
+
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 + + + +
+
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 + critical + + +
+
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 + + critical + + +
+
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 + + + + +
+
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 + + + + +
+
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 + + + + +
+
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 + + critical + + +
+
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 + + + +
+
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 + + + + +
+
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 + + + +
+
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 + + critical + + +
+
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 + 0/3 + + + +
+
+ + + 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 + critical + + +
+
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 + 0/4 + critical path + + +
+
+ + + 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 + critical + + +
+
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 + + + + +
+
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
+ +
+
+
+
+ +
+

Timeline

+ +
+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
#TypeIDModelStartedDurationCostTokensToolsTierRoutedTruncCHF
1execute-taskM001/S01/T01opus-4-6Mar 29, 2026, 09:39 PM3m 7s$1.111.50M32
2execute-taskM001/S01/T02opus-4-6Mar 29, 2026, 09:42 PM5m 39s$1.682.29M39
3execute-taskM001/S01/T03opus-4-6Mar 29, 2026, 09:48 PM6m 20s$2.714.17M67
4execute-taskM001/S01/T04opus-4-6Mar 29, 2026, 09:54 PM2m 44s$0.784968.2k20
5execute-taskM001/S01/T05opus-4-6Mar 29, 2026, 09:57 PM2m 58s$0.898953.1k26
6complete-sliceM001/S01opus-4-6Mar 29, 2026, 10:00 PM2m 6s$0.501447.5k15
7research-sliceM001/S02opus-4-6Mar 29, 2026, 10:02 PM1m 48s$0.619712.3k23
8plan-sliceM001/S02opus-4-6Mar 29, 2026, 10:04 PM2m 6s$0.623589.9k15
9execute-taskM001/S02/T01opus-4-6Mar 29, 2026, 10:06 PM3m 1s$1.161.69M30
10execute-taskM001/S02/T02opus-4-6Mar 29, 2026, 10:09 PM6m 29s$2.904.01M61
11complete-sliceM001/S02opus-4-6Mar 29, 2026, 10:16 PM3m 41s$1.351.93M29
12research-sliceM001/S03opus-4-6Mar 29, 2026, 10:19 PM3m 3s$1.291.47M34
13plan-sliceM001/S03opus-4-6Mar 29, 2026, 10:23 PM4m 12s$1.111.03M20
14execute-taskM001/S03/T01opus-4-6Mar 29, 2026, 10:27 PM3m 16s$1.121.58M29
15execute-taskM001/S03/T02opus-4-6Mar 29, 2026, 10:30 PM5m 34s$1.742.26M41
16execute-taskM001/S03/T03opus-4-6Mar 29, 2026, 10:36 PM2m 57s$1.011.18M21
17execute-taskM001/S03/T04opus-4-6Mar 29, 2026, 10:39 PM1m 57s$0.7961.08M26
18execute-taskM001/S03/T05opus-4-6Mar 29, 2026, 10:41 PM10m 23s$1.902.34M38
19complete-sliceM001/S03opus-4-6Mar 29, 2026, 10:51 PM8m 3s$1.321.68M37
20research-sliceM001/S04opus-4-6Mar 29, 2026, 10:59 PM2m 38s$1.231.54M25
21plan-sliceM001/S04opus-4-6Mar 29, 2026, 11:02 PM3m 5s$0.835816.3k22
22execute-taskM001/S04/T01opus-4-6Mar 29, 2026, 11:05 PM8m 27s$1.602.06M32
23execute-taskM001/S04/T02opus-4-6Mar 29, 2026, 11:13 PM8m 9s$1.642.29M45
24execute-taskM001/S04/T03opus-4-6Mar 29, 2026, 11:21 PM7m 6s$1.832.12M33
25complete-sliceM001/S04opus-4-6Mar 29, 2026, 11:29 PM10m 12s$1.562.39M28
26research-sliceM001/S05opus-4-6Mar 29, 2026, 11:39 PM4m 50s$1.752.35M40
27plan-sliceM001/S05opus-4-6Mar 29, 2026, 11:44 PM5m 12s$2.012.80M20
28execute-taskM001/S05/T01opus-4-6Mar 29, 2026, 11:49 PM6m 33s$1.862.58M38
29execute-taskM001/S05/T02opus-4-6Mar 29, 2026, 11:55 PM5m 39s$1.711.41M26
30execute-taskM001/S05/T03opus-4-6Mar 30, 2026, 12:01 AM7m 35s$2.052.61M38
31execute-taskM001/S05/T04opus-4-6Mar 30, 2026, 12:09 AM4m 1s$1.642.05M32
32complete-sliceM001/S05opus-4-6Mar 30, 2026, 12:13 AM7m 5s$1.692.47M30
33validate-milestoneM001opus-4-6Mar 30, 2026, 12:20 AM2m 48s$1.051.33M23
34complete-milestoneM001opus-4-6Mar 30, 2026, 12:23 AM6m 38s$3.004.37M72
35research-sliceM004/S02opus-4-6Mar 30, 2026, 06:27 AM2m 33s$1.291.94M30
36plan-sliceM004/S02opus-4-6Mar 30, 2026, 06:30 AM2m 29s$0.724857.1k22
37execute-taskM004/S02/T01opus-4-6Mar 30, 2026, 06:32 AM4m 15s$1.331.20M12
38execute-taskM004/S02/T02opus-4-6Mar 30, 2026, 06:37 AM3m 49s$1.873.03M56
39complete-sliceM004/S02opus-4-6Mar 30, 2026, 06:40 AM1m 42s$0.596771.7k9
40research-sliceM004/S03opus-4-6Mar 30, 2026, 06:42 AM3m 10s$1.852.78M44
41plan-sliceM004/S03opus-4-6Mar 30, 2026, 06:45 AM1m 41s$0.601686.3k14
42execute-taskM004/S03/T01opus-4-6Mar 30, 2026, 06:47 AM2m 26s$1.262.01M29
43execute-taskM004/S03/T02opus-4-6Mar 30, 2026, 06:52 AM4m 26s$2.684.35M45
44complete-sliceM004/S03opus-4-6Mar 30, 2026, 06:57 AM1m 38s$0.524634.2k15
45research-sliceM004/S04opus-4-6Mar 30, 2026, 06:58 AM2m 53s$1.512.17M47
46plan-sliceM004/S04opus-4-6Mar 30, 2026, 07:01 AM2m 59s$1.221.52M32
47execute-taskM004/S04/T01opus-4-6Mar 30, 2026, 07:04 AM2m 36s$1.201.77M28
48execute-taskM004/S04/T02opus-4-6Mar 30, 2026, 07:07 AM10m 25s$2.373.78M48
49execute-taskM004/S04/T03opus-4-6Mar 30, 2026, 07:17 AM1m 48s$0.9311.23M21
50complete-sliceM004/S04opus-4-6Mar 30, 2026, 07:19 AM2m 4s$0.8071.06M15
51validate-milestoneM004opus-4-6Mar 30, 2026, 07:21 AM1m 13s$0.335347.7k5
52complete-milestoneM004opus-4-6Mar 30, 2026, 07:22 AM2m 25s$0.9811.42M19
53execute-taskM005/S01/T01opus-4-6Mar 30, 2026, 08:24 AM3m 44s$1.882.93M43
54execute-taskM005/S01/T02opus-4-6Mar 30, 2026, 08:27 AM2m 21s$0.9391.37M29
55execute-taskM005/S01/T03opus-4-6Mar 30, 2026, 08:30 AM4m 55s$2.273.27M47
56complete-sliceM005/S01opus-4-6Mar 30, 2026, 08:35 AM3m 12s$1.532.41M26
57research-sliceM005/S02opus-4-6Mar 30, 2026, 08:38 AM1m 40s$0.769912.7k16
58plan-sliceM005/S02opus-4-6Mar 30, 2026, 08:40 AM1m 43s$0.720956.5k16
59execute-taskM005/S02/T01opus-4-6Mar 30, 2026, 08:41 AM6m 7s$3.566.03M74
60complete-sliceM005/S02opus-4-6Mar 30, 2026, 08:47 AM1m 37s$0.600828.3k15
61research-sliceM005/S03opus-4-6Mar 30, 2026, 08:49 AM1m 23s$0.641964.9k17
62plan-sliceM005/S03opus-4-6Mar 30, 2026, 08:50 AM1m 1s$0.332356.0k6
63execute-taskM005/S03/T01opus-4-6Mar 30, 2026, 08:51 AM3m 49s$1.823.05M40
64complete-sliceM005/S03opus-4-6Mar 30, 2026, 08:55 AM1m 44s$0.7321.05M13
65validate-milestoneM005opus-4-6Mar 30, 2026, 08:57 AM1m 48s$0.607833.4k11
66complete-milestoneM005opus-4-6Mar 30, 2026, 08:59 AM2m 31s$1.021.48M20
67research-sliceM006/S01opus-4-6Mar 30, 2026, 10:57 AM1m 23s$0.666820.0k14
68plan-sliceM006/S01opus-4-6Mar 30, 2026, 10:59 AM1m 15s$0.423499.3k10
69execute-taskM006/S01/T01opus-4-6Mar 30, 2026, 11:00 AM1m 56s$0.9191.43M23
70complete-sliceM006/S01opus-4-6Mar 30, 2026, 11:02 AM54s$0.329354.8k6
71research-sliceM006/S02opus-4-6Mar 30, 2026, 11:03 AM2m 28s$1.131.66M32
72plan-sliceM006/S02opus-4-6Mar 30, 2026, 11:05 AM2m 43s$1.332.01M32
73execute-taskM006/S02/T01opus-4-6Mar 30, 2026, 11:08 AM2m 8s$0.9391.39M19
74execute-taskM006/S02/T02opus-4-6Mar 30, 2026, 11:10 AM4m 36s$2.143.44M45
75complete-sliceM006/S02opus-4-6Mar 30, 2026, 11:15 AM1m 28s$0.540659.5k11
76research-sliceM006/S03opus-4-6Mar 30, 2026, 11:16 AM2m 53s$1.412.19M39
77plan-sliceM006/S03opus-4-6Mar 30, 2026, 11:19 AM1m 50s$0.7651.03M20
78execute-taskM006/S03/T01opus-4-6Mar 30, 2026, 11:21 AM2m 58s$1.582.43M26
79execute-taskM006/S03/T02opus-4-6Mar 30, 2026, 11:24 AM1m 12s$0.476710.6k11
80complete-sliceM006/S03opus-4-6Mar 30, 2026, 11:25 AM1m 6s$0.332348.3k6
81research-sliceM006/S04opus-4-6Mar 30, 2026, 11:26 AM3m 31s$2.093.41M47
82plan-sliceM006/S04opus-4-6Mar 30, 2026, 11:30 AM1m 37s$0.611743.3k15
83execute-taskM006/S04/T01opus-4-6Mar 30, 2026, 11:32 AM2m 12s$1.081.59M26
84complete-sliceM006/S04opus-4-6Mar 30, 2026, 11:34 AM1m 6s$0.363415.1k10
85research-sliceM006/S05opus-4-6Mar 30, 2026, 11:35 AM2m 43s$1.542.25M39
86plan-sliceM006/S05opus-4-6Mar 30, 2026, 11:38 AM4m 10s$2.023.19M48
87execute-taskM006/S05/T01opus-4-6Mar 30, 2026, 11:42 AM2m 0s$0.9021.44M21
88execute-taskM006/S05/T02opus-4-6Mar 30, 2026, 11:44 AM4m 32s$1.902.92M40
89complete-sliceM006/S05opus-4-6Mar 30, 2026, 11:48 AM4m 45s$2.103.39M49
90research-sliceM006/S06opus-4-6Mar 30, 2026, 11:53 AM2m 20s$1.311.94M40
91plan-sliceM006/S06opus-4-6Mar 30, 2026, 11:55 AM2m 57s$1.492.17M32
92execute-taskM006/S06/T01opus-4-6Mar 30, 2026, 11:58 AM2m 2s$1.141.65M24
93execute-taskM006/S06/T02opus-4-6Mar 30, 2026, 12:00 PM4m 29s$2.143.49M57
94complete-sliceM006/S06opus-4-6Mar 30, 2026, 12:05 PM2m 6s$0.7701.04M21
95validate-milestoneM006opus-4-6Mar 30, 2026, 12:07 PM2m 48s$1.061.53M27
96complete-milestoneM006opus-4-6Mar 30, 2026, 12:10 PM2m 45s$1.111.63M30
97research-sliceM007/S01opus-4-6Mar 30, 2026, 06:11 PM3m 38s$1.231.77M37
98plan-sliceM007/S01opus-4-6Mar 30, 2026, 06:15 PM3m 13s$0.9011.11M26
99execute-taskM007/S01/T01opus-4-6Mar 30, 2026, 06:18 PM4m 54s$1.652.46M39
100execute-taskM007/S01/T02opus-4-6Mar 30, 2026, 06:23 PM31m 10s$4.285.38M71
101complete-sliceM007/S01opus-4-6Mar 30, 2026, 06:54 PM2m 30s$0.791999.6k17
102research-sliceM007/S02opus-4-6Mar 30, 2026, 06:57 PM1m 29s$0.680952.0k17
103plan-sliceM007/S02opus-4-6Mar 30, 2026, 06:58 PM47s$0.369433.6k9
104execute-taskM007/S02/T01opus-4-6Mar 30, 2026, 06:59 PM7m 45s$3.675.95M72
105complete-sliceM007/S02opus-4-6Mar 30, 2026, 07:07 PM2m 59s$1.061.55M24
106research-sliceM007/S03opus-4-6Mar 30, 2026, 07:10 PM2m 29s$0.9441.34M28
107plan-sliceM007/S03opus-4-6Mar 30, 2026, 07:12 PM2m 9s$0.644724.3k17
108execute-taskM007/S03/T01opus-4-6Mar 30, 2026, 07:15 PM2m 39s$1.041.51M24
109execute-taskM007/S03/T02opus-4-6Mar 30, 2026, 07:17 PM6m 51s$1.903.05M53
110complete-sliceM007/S03opus-4-6Mar 30, 2026, 07:24 PM1m 58s$0.7351.02M14
111research-sliceM007/S04opus-4-6Mar 30, 2026, 07:26 PM2m 25s$1.191.60M28
112plan-sliceM007/S04opus-4-6Mar 30, 2026, 07:29 PM1m 57s$0.650830.7k11
113execute-taskM007/S04/T01opus-4-6Mar 30, 2026, 07:31 PM3m 8s$1.552.46M34
114execute-taskM007/S04/T02opus-4-6Mar 30, 2026, 07:34 PM2m 36s$1.292.04M26
115complete-sliceM007/S04opus-4-6Mar 30, 2026, 07:36 PM1m 6s$0.356416.3k6
116research-sliceM007/S05opus-4-6Mar 30, 2026, 07:37 PM1m 34s$0.6691.02M17
117plan-sliceM007/S05opus-4-6Mar 30, 2026, 07:39 PM37s$0.224209.7k4
118execute-taskM007/S05/T01opus-4-6Mar 30, 2026, 07:40 PM1m 33s$0.7261.16M16
119complete-sliceM007/S05opus-4-6Mar 30, 2026, 07:41 PM1m 0s$0.381484.9k12
120research-sliceM007/S06opus-4-6Mar 30, 2026, 07:42 PM2m 8s$1.031.50M27
121plan-sliceM007/S06opus-4-6Mar 30, 2026, 07:44 PM1m 11s$0.493647.7k9
122execute-taskM007/S06/T01opus-4-6Mar 30, 2026, 07:46 PM2m 26s$0.7151.11M20
123complete-sliceM007/S06opus-4-6Mar 30, 2026, 07:48 PM50s$0.293344.8k4
124validate-milestoneM007opus-4-6Mar 30, 2026, 07:49 PM1m 55s$0.700955.3k19
125complete-milestoneM007opus-4-6Mar 30, 2026, 07:51 PM1m 54s$0.704951.5k17
126research-sliceM008/S01opus-4-6Mar 31, 2026, 04:52 AM2m 57s$1.322.02M40
127plan-sliceM008/S01opus-4-6Mar 31, 2026, 04:55 AM2m 10s$0.9751.38M31
128execute-taskM008/S01/T01opus-4-6Mar 31, 2026, 04:58 AM4m 45s$2.383.75M48
129execute-taskM008/S01/T02opus-4-6Mar 31, 2026, 05:02 AM1m 17s$0.628888.9k12
130complete-sliceM008/S01opus-4-6Mar 31, 2026, 05:04 AM1m 22s$0.439503.4k6
131research-sliceM008/S02opus-4-6Mar 31, 2026, 05:05 AM3m 29s$1.662.67M45
132plan-sliceM008/S02opus-4-6Mar 31, 2026, 05:08 AM1m 56s$0.8281.16M29
133execute-taskM008/S02/T01opus-4-6Mar 31, 2026, 05:10 AM2m 21s$1.061.65M28
134execute-taskM008/S02/T02opus-4-6Mar 31, 2026, 05:13 AM1m 40s$0.7611.16M20
135complete-sliceM008/S02opus-4-6Mar 31, 2026, 05:14 AM58s$0.325353.1k6
136research-sliceM008/S03opus-4-6Mar 31, 2026, 05:15 AM2m 14s$1.181.81M32
137plan-sliceM008/S03opus-4-6Mar 31, 2026, 05:18 AM1m 22s$0.415429.6k13
138execute-taskM008/S03/T01opus-4-6Mar 31, 2026, 05:19 AM4m 1s$2.143.44M41
139execute-taskM008/S03/T02opus-4-6Mar 31, 2026, 05:23 AM2m 39s$1.332.08M24
140complete-sliceM008/S03opus-4-6Mar 31, 2026, 05:26 AM1m 51s$0.7761.17M16
141validate-milestoneM008opus-4-6Mar 31, 2026, 05:28 AM1m 37s$0.379413.3k5
142complete-milestoneM008opus-4-6Mar 31, 2026, 05:29 AM1m 36s$0.564771.7k14
+
+
+ +
+

Dependencies

+ +
+

M001: Chrysopedia Foundation — Infrastructure, Pipeline Core, and Skeleton UI

+
+ done + active + pending + parked +
+
+ + + + + + + + + + + + + S01 + Docker Compose + … + S01: Docker Compose + Database + Whisper Script + + + S02 + Transcript Ingest… + S02: Transcript Ingestion API + + + S03 + LLM Extraction Pi… + S03: LLM Extraction Pipeline + Qdrant Integration + + + S04 + Review Queue Admi… + S04: Review Queue Admin UI + + + S05 + Search-First Web … + S05: Search-First Web UI + + +
+
+
+

M002: M002: Chrysopedia Deployment — GitHub, ub01 Docker Stack, and Production Wiring

+
+ done + active + pending + parked +
+
+ + + + + + + + + + + + + S01 + Fix Compose Confi… + S01: Fix Compose Config, Add Qdrant/Embeddings, Push to GitHub + + + S02 + Deploy to ub01 — … + S02: Deploy to ub01 — Clone, Build, Start, Migrate + + + S03 + CLAUDE.md Redirec… + S03: CLAUDE.md Redirect and Development Path Setup + + +
+
+
+

M003: M003: Domain + DNS + Per-Stage LLM Model Routing

+
+ done + active + pending + parked +
+
+ + + + + + + + + + + + + S01 + Domain Setup — DN… + S01: Domain Setup — DNS, Reverse Proxy, SSL + + + S02 + Per-Stage LLM Mod… + S02: Per-Stage LLM Model Routing + Think-Tag Stripping + + +
+
+
+

M004: M004: UI Polish, Bug Fixes, Technique Page Redesign, and Article Versioning

+
+ done + active + pending + parked +
+
+ + + + + + + + + + + + + S01 + Fix API Bugs — Re… + S01: Fix API Bugs — Review Detail 422 + Creators Page + + + S02 + Dark Theme + Cyan… + S02: Dark Theme + Cyan Accents + Mobile Responsive Fix + + + S03 + Technique Page Re… + S03: Technique Page Redesign + Video Source on Moments + + + S04 + Article Versionin… + S04: Article Versioning + Pipeline Tuning Metadata + + +
+
+
+

M005: M005: Pipeline Dashboard, Technique Page Redesign, Key Moment Cards

+
+ done + active + pending + parked +
+
+ + + + + + + + + + + + + S01 + Pipeline Admin Da… + S01: Pipeline Admin Dashboard + + + S02 + Technique Page 2-… + S02: Technique Page 2-Column Layout + + + S03 + Key Moment Card R… + S03: Key Moment Card Redesign + + +
+
+
+

M006: M006: Admin Nav, Pipeline Log Views, Commit SHA, Tag Polish, Topics Redesign, Footer

+
+ done + active + pending + parked +
+
+ + + + + + + + + + + + + S01 + Admin Navigation … + S01: Admin Navigation Dropdown + Header Cleanup + + + S02 + Pipeline Page: He… + S02: Pipeline Page: Head/Tail Log View + Token Count + + + S03 + Git Commit SHA in… + S03: Git Commit SHA in Pipeline Version Metadata + + + S04 + Technique Page: S… + S04: Technique Page: Sidebar Reorder, Creator Emphasis, Tag Polish + + + S05 + Topics Page Redes… + S05: Topics Page Redesign + Music Theory Category + + + S06 + App Footer with V… + S06: App Footer with Version Info + + +
+
+
+

M007: M007: Pipeline Transparency, Auto-Ingest, Admin UX Polish, and Mobile Fixes

+
+ done + active + pending + parked +
+
+ + + + + + + + + + + + + S01 + Pipeline Debug Mo… + S01: Pipeline Debug Mode — Full LLM I/O Capture and Token Accounting + + + S02 + Debug Payload Vie… + S02: Debug Payload Viewer — Inline View, Copy, and Export in Admin UI + + + S03 + Transcript Folder… + S03: Transcript Folder Watcher — Auto-Ingest Service + + + S04 + Admin UX Audit — … + S04: Admin UX Audit — Prune, Streamline, and Polish + + + S05 + Key Moment Card T… + S05: Key Moment Card Text Overflow Fix + + + S06 + Mobile Viewport O… + S06: Mobile Viewport Overflow Fix — Technique Pages and Global Content + + +
+
+
+

M008: M008: Credibility Debt Cleanup — Broken Links, Test Data, Jargon, Empty Metrics

+
+ done + active + pending + parked +
+
+ + + + + + + + + + + + + S01 + Fix Key Moment Se… + S01: Fix Key Moment Search Links + + + S02 + Trust & Credibili… + S02: Trust & Credibility Cleanup + + + S03 + Homepage Cards & … + S03: Homepage Cards & Creator Metric Polish + + +
+
+
+

M009: Homepage & First Impression

+
+ done + active + pending + parked +
+
+ + + + + + + + + + + + + S01 + Homepage Hero & V… + S01: Homepage Hero & Value Proposition + + + S02 + About Page + S02: About Page + + + S03 + Featured Content … + S03: Featured Content & Content Teasers + + +
+
+
+

M010: Discovery, Navigation & Visual Identity

+
+ done + active + pending + parked +
+
+ + + + + + + + + + + + + S01 + Dedicated Sub-Top… + S01: Dedicated Sub-Topic Pages + + + S02 + Related Technique… + S02: Related Techniques Cross-Linking + + + S03 + Topic Color Codin… + S03: Topic Color Coding & Visual Polish + + + S04 + Search Autocomple… + S04: Search Autocomplete & Suggestions + + +
+
+
+ +
+

Metrics

+ +
$172.23Total cost
244.48MTotal tokens
3.6kInput
1.01MOutput
239.08MCache read
4.39MCache write
7h 56mDuration
142Units
3899Tool calls
0Truncations
+ + +
+

Token breakdown

+
+
Input: 3.6k (0.0%)Output: 1.01M (0.4%)Cache read: 239.08M (97.8%)Cache write: 4.39M (1.8%)
+
+ +
+

Cost over time

+ + $172.23$129.17$86.12$43.06$0.0000 + + + #1 + #142 + +
+ +
+

Cost by phase

+
+
research
+
+
$28.98
+
+
24 units
+
+
planning
+
+
$20.32
+
+
24 units
+
+
execution
+
+
$102.13
+
+
68 units
+
+
completion
+
+
$20.80
+
+
26 units
+

Tokens by phase

+
+
research
+
+
41.80M
+
+
$28.98
+
+
planning
+
+
26.17M
+
+
$20.32
+
+
execution
+
+
147.79M
+
+
$102.13
+
+
completion
+
+
28.73M
+
+
$20.80
+
+ +
+

Cost by slice

+
+
M001
+
+
$4.05
+
+
2 units
+
+
M001/S01
+
+
$7.69
+
+
6 units
+
+
M001/S02
+
+
$6.66
+
+
5 units
+
+
M001/S03
+
+
$10.30
+
+
8 units
+
+
M001/S04
+
+
$8.70
+
+
6 units
+
+
M001/S05
+
+
$12.72
+
+
7 units
+
+
M004
+
+
$1.32
+
+
2 units
+
+
M004/S02
+
+
$5.81
+
+
5 units
+
+
M004/S03
+
+
$6.91
+
+
5 units
+
+
M004/S04
+
+
$8.04
+
+
6 units
+
+
M005
+
+
$1.62
+
+
2 units
+
+
M005/S01
+
+
$6.62
+
+
4 units
+
+
M005/S02
+
+
$5.65
+
+
4 units
+
+
M005/S03
+
+
$3.52
+
+
4 units
+
+
M006
+
+
$2.17
+
+
2 units
+
+
M006/S01
+
+
$2.34
+
+
4 units
+
+
M006/S02
+
+
$6.08
+
+
5 units
+
+
M006/S03
+
+
$4.56
+
+
5 units
+
+
M006/S04
+
+
$4.14
+
+
4 units
+
+
M006/S05
+
+
$8.46
+
+
5 units
+
+
M006/S06
+
+
$6.85
+
+
5 units
+
+
M007
+
+
$1.40
+
+
2 units
+
+
M007/S01
+
+
$8.85
+
+
5 units
+
+
M007/S02
+
+
$5.78
+
+
4 units
+
+
M007/S03
+
+
$5.27
+
+
5 units
+
+
M007/S04
+
+
$5.04
+
+
5 units
+
+
M007/S05
+
+
$2.00
+
+
4 units
+
+
M007/S06
+
+
$2.53
+
+
4 units
+
+
M008
+
+
$0.943
+
+
2 units
+
+
M008/S01
+
+
$5.75
+
+
5 units
+
+
M008/S02
+
+
$4.63
+
+
5 units
+
+
M008/S03
+
+
$5.85
+
+
5 units
+

Cost by model

+
+
opus-4-6
+
+
$172.23
+
+
142 units
+

Duration by slice

+
+
M001
+
+
9m 27s
+
+
$4.05
+
+
M001/S01
+
+
22m 57s
+
+
$7.69
+
+
M001/S02
+
+
17m 7s
+
+
$6.66
+
+
M001/S03
+
+
39m 29s
+
+
$10.30
+
+
M001/S04
+
+
39m 39s
+
+
$8.70
+
+
M001/S05
+
+
40m 58s
+
+
$12.72
+
+
M004
+
+
3m 39s
+
+
$1.32
+
+
M004/S02
+
+
14m 51s
+
+
$5.81
+
+
M004/S03
+
+
13m 23s
+
+
$6.91
+
+
M004/S04
+
+
22m 47s
+
+
$8.04
+
+
M005
+
+
4m 20s
+
+
$1.62
+
+
M005/S01
+
+
14m 13s
+
+
$6.62
+
+
M005/S02
+
+
11m 9s
+
+
$5.65
+
+
M005/S03
+
+
7m 57s
+
+
$3.52
+
+
M006
+
+
5m 33s
+
+
$2.17
+
+
M006/S01
+
+
5m 30s
+
+
$2.34
+
+
M006/S02
+
+
13m 25s
+
+
$6.08
+
+
M006/S03
+
+
10m 1s
+
+
$4.56
+
+
M006/S04
+
+
8m 26s
+
+
$4.14
+
+
M006/S05
+
+
18m 12s
+
+
$8.46
+
+
M006/S06
+
+
13m 56s
+
+
$6.85
+
+
M007
+
+
3m 49s
+
+
$1.40
+
+
M007/S01
+
+
45m 27s
+
+
$8.85
+
+
M007/S02
+
+
13m 1s
+
+
$5.78
+
+
M007/S03
+
+
16m 8s
+
+
$5.27
+
+
M007/S04
+
+
11m 13s
+
+
$5.04
+
+
M007/S05
+
+
4m 45s
+
+
$2.00
+
+
M007/S06
+
+
6m 37s
+
+
$2.53
+
+
M008
+
+
3m 14s
+
+
$0.943
+
+
M008/S01
+
+
12m 33s
+
+
$5.75
+
+
M008/S02
+
+
10m 26s
+
+
$4.63
+
+
M008/S03
+
+
12m 9s
+
+
$5.85
+
+ +
+

Slice timeline

+ + M001/S01 + M001/S01: 23m 0s +M001/S02 + M001/S02: 17m 8s +M001/S03 + M001/S03: 39m 32s +M001/S04 + M001/S04: 39m 43s +M001/S05 + M001/S05: 41m 3s +M001 + M001: 9m 27s +M004/S02 + M004/S02: 14m 53s +M004/S03 + M004/S03: 16m 4s +M004/S04 + M004/S04: 22m 49s +M004 + M004: 3m 39s +M005/S01 + M005/S01: 14m 15s +M005/S02 + M005/S02: 11m 10s +M005/S03 + M005/S03: 7m 59s +M005 + M005: 4m 20s +M006/S01 + M006/S01: 5m 36s +M006/S02 + M006/S02: 13m 26s +M006/S03 + M006/S03: 10m 2s +M006/S04 + M006/S04: 8m 29s +M006/S05 + M006/S05: 18m 14s +M006/S06 + M006/S06: 13m 57s +M006 + M006: 5m 34s +M007/S01 + M007/S01: 45m 30s +M007/S02 + M007/S02: 13m 7s +M007/S03 + M007/S03: 16m 9s +M007/S04 + M007/S04: 11m 15s +M007/S05 + M007/S05: 4m 47s +M007/S06 + M007/S06: 6m 39s +M007 + M007: 3m 50s +M008/S01 + M008/S01: 12m 35s +M008/S02 + M008/S02: 10m 28s +M008/S03 + M008/S03: 12m 12s +M008 + M008: 3m 14s + Mar 29, 2026, 09:39 PMMar 30, 2026, 05:37 AMMar 30, 2026, 01:35 PMMar 30, 2026, 09:33 PMMar 31, 2026, 05:31 AM + +
+ +
+ +
+

Health

+ +
Token profilestandard
Truncation rate0.0% per unit (0 total)
Continue-here rate0.0% per unit (0 total)
Tool calls3899
Messages3190 assistant / 2 user
+ +

Tier breakdown

+ + + + + + + +
TierUnitsCostTokens
unknown142$172.23244.48M
+ + + +
+ +
+

Changelog 32

+ +
+
+ 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 TechniquePageRead
  • backend/routers/techniques.py — Added correlated COUNT subquery for key moments in list_techniques
  • frontend/src/api/public-client.ts — Added key_moment_count to TechniqueListItem interface
  • frontend/src/pages/Home.tsx — Rendered topic_tags as pill badges and key_moment_count on homepage cards
  • frontend/src/pages/CreatorDetail.tsx — Replaced view_count with topic-category breakdown from techniques array
  • frontend/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 class
  • backend/routers/creators.py — Added Creator.hidden != True filter to list_creators() query and count query
  • alembic/versions/009_add_creator_hidden_flag.py — New migration: adds hidden column and marks testcreator as hidden
  • frontend/src/pages/SearchResults.tsx — Removed fallback banner JSX and fallbackUsed state
  • frontend/src/App.css — Removed .search-fallback-banner CSS rule
  • frontend/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 SearchResultItem
  • backend/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 dicts
  • backend/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 bug
  • frontend/src/api/public-client.ts — Added technique_page_slug to SearchResultItem interface
  • frontend/src/pages/SearchResults.tsx — Key moment links now route to /techniques/{parent_slug}#km-{id} with re-search fallback
  • frontend/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-link
  • frontend/src/api/public-client.ts — Added fetchDebugMode() and setDebugMode() API client functions
  • frontend/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 PollingObserver
  • backend/requirements.txt — Added watchdog>=4.0,<5.0 dependency
  • docker-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 rows
  • frontend/src/api/public-client.ts — Added system_prompt_text, user_prompt_text, response_text fields to PipelineEvent interface
  • frontend/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 PipelineEvent
  • backend/config.py — Added debug_mode: bool = False to Settings
  • backend/schemas.py — Added DebugModeResponse, DebugModeUpdate, TokenStageSummary, TokenSummaryResponse schemas
  • backend/routers/pipeline.py — Added debug-mode GET/PUT endpoints, token-summary endpoint, extended event listing response
  • alembic/versions/006_debug_columns.py — Migration adding 3 TEXT columns to pipeline_events
  • backend/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 link
  • frontend/vite.config.ts — Added define block with __APP_VERSION__, __BUILD_DATE__, __GIT_COMMIT__ build-time constants
  • frontend/src/App.tsx — Added AppFooter import and render at bottom of app layout
  • frontend/src/App.css — Added flex-column layout with min-height:100vh to push footer to bottom
  • frontend/src/vite-env.d.ts — Added TypeScript declarations for build-time constants
  • docker/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/collapse
  • frontend/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 derivation
  • frontend/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-commit
  • docker-compose.yml — Added GIT_COMMIT_SHA build arg to both chrysopedia-api and chrysopedia-worker services
  • backend/config.py — Added git_commit_sha field to Settings class with 'unknown' default
  • backend/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 ordering
  • frontend/src/api/public-client.ts — Added order param to fetchPipelineEvents params type and URL builder
  • frontend/src/pages/AdminPipeline.tsx — Added viewMode state, Head/Tail segmented toggle, order param wiring, and pagination reset on mode switch
  • frontend/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 attributes
  • frontend/src/App.tsx — Replaced 3 flat admin Links + ModeToggle with single AdminDropdown import
  • frontend/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 __meta
  • frontend/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 responses
  • alembic/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 status
  • frontend/src/api/public-client.ts — API client functions for pipeline admin endpoints
  • frontend/src/App.tsx — Added /admin/pipeline route and nav link
  • frontend/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_synthesis
  • backend/schemas.py — Added TechniquePageVersionSummary, TechniquePageVersionDetail, TechniquePageVersionListResponse schemas; added version_count to TechniquePageDetail
  • backend/routers/techniques.py — Added GET /{slug}/versions and GET /{slug}/versions/{version_number} endpoints; modified get_technique to include version_count
  • backend/tests/test_public_api.py — Added 6 integration tests for version endpoints
  • frontend/src/api/public-client.ts — Added version_count to TechniquePageDetail, TechniquePageVersionSummary/ListResponse interfaces, fetchTechniqueVersions function
  • frontend/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 schema
  • backend/routers/techniques.py — Chained selectinload for source_video; post-processing loop populates video_filename
  • frontend/src/api/public-client.ts — Added video_filename: string to KeyMomentSummary TypeScript interface
  • frontend/src/pages/TechniquePage.tsx — Added meta stats line, video filename display on moments, monospace signal chain flow blocks
  • frontend/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 mobile
  • frontend/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 array
  • backend/routers/review.py — Limit raised to 1000, added GET /moments/{moment_id} endpoint
  • frontend/src/api/client.ts — Added fetchMoment() function
  • frontend/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 fields
  • backend/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_override
  • backend/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 path
  • README.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 image
  • alembic/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 container
  • docker/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 fallback
  • backend/schemas.py — Added SearchResultItem, SearchResponse, TechniquePageDetail, TopicCategory, TopicSubTopic, CreatorBrowseItem schemas
  • backend/routers/search.py — New router: GET /search with query/scope/limit params, SearchService instantiation, latency logging
  • backend/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 subqueries
  • backend/main.py — Mounted search, techniques, topics routers at /api/v1
  • backend/tests/test_search.py — 5 integration tests: search happy path, empty query, keyword fallback, scope filter, no results
  • backend/tests/test_public_api.py — 13 integration tests: techniques list/detail/404, topics hierarchy, creators sort/filter/detail/404/counts
  • frontend/src/api/public-client.ts — Typed API client with interfaces and 6 endpoint functions for all public routes
  • frontend/src/pages/Home.tsx — Landing page: auto-focus search, 300ms debounced typeahead, nav cards, recently added
  • frontend/src/pages/SearchResults.tsx — Search results: URL param-driven, type-grouped display, fallback banner
  • frontend/src/pages/TechniquePage.tsx — Full technique page: header/badges/prose/key moments/signal chains/plugins/related links, amber banner
  • frontend/src/pages/CreatorsBrowse.tsx — Creators browse: randomized default sort, genre filter pills, name filter, sort toggle
  • frontend/src/pages/CreatorDetail.tsx — Creator detail: info header + technique pages filtered by creator_slug
  • frontend/src/pages/TopicsBrowse.tsx — Topics browse: two-level expandable hierarchy with counts and filter input
  • frontend/src/App.tsx — Added 6 public routes, updated navigation header with Chrysopedia branding
  • frontend/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/v1
  • backend/tests/test_review.py — New: 24 integration tests for review endpoints (495 lines)
  • frontend/package.json — New: React 18 + Vite 6 + TypeScript 5.6 dependencies
  • frontend/vite.config.ts — New: Vite config with React plugin and /api dev proxy
  • frontend/tsconfig.json — New: strict TypeScript config
  • frontend/index.html — New: Vite entry point
  • frontend/src/main.tsx — New: React app entry with BrowserRouter
  • frontend/src/App.tsx — New: App shell with routes and nav header
  • frontend/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 toggle
  • frontend/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 coding
  • frontend/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 fields
  • backend/requirements.txt — Added openai, qdrant-client, pyyaml, psycopg2-binary
  • backend/worker.py — Created Celery app with Redis broker, imports pipeline.stages
  • backend/pipeline/__init__.py — Created empty package init
  • backend/pipeline/schemas.py — 8 Pydantic models for pipeline stage I/O
  • backend/pipeline/llm_client.py — Sync LLMClient with primary/fallback logic
  • backend/pipeline/embedding_client.py — Sync EmbeddingClient for /v1/embeddings
  • backend/pipeline/qdrant_client.py — QdrantManager with idempotent collection mgmt and metadata upserts
  • backend/pipeline/stages.py — 6 Celery tasks: stages 2-6 + run_pipeline orchestrator
  • backend/routers/pipeline.py — POST /trigger/{video_id} manual re-trigger endpoint
  • backend/routers/ingest.py — Added run_pipeline.delay() dispatch after ingest commit
  • backend/main.py — Mounted pipeline router under /api/v1
  • prompts/stage2_segmentation.txt — LLM prompt for topic boundary detection
  • prompts/stage3_extraction.txt — LLM prompt for key moment extraction
  • prompts/stage4_classification.txt — LLM prompt for canonical tag classification
  • prompts/stage5_synthesis.txt — LLM prompt for technique page synthesis
  • backend/tests/test_pipeline.py — 10 integration tests covering all pipeline stages
  • backend/tests/fixtures/mock_llm_responses.py — Mock LLM response fixtures for all stages
  • backend/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 persistence
  • backend/schemas.py — Added TranscriptIngestResponse Pydantic model with 7 fields
  • backend/main.py — Mounted ingest router under /api/v1 prefix
  • backend/requirements.txt — Added python-multipart, pytest, pytest-asyncio, httpx dependencies
  • backend/models.py — Fixed _now() to return naive UTC datetimes for asyncpg compatibility
  • backend/tests/conftest.py — New file — async test fixtures: NullPool engine, ASGI client, sample transcript path
  • backend/tests/test_ingest.py — New file — 6 integration tests for ingest endpoint
  • backend/tests/fixtures/sample_transcript.json — New file — 5-segment sample transcript JSON fixture
  • backend/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 descriptions
  • docker/Dockerfile.api — Multi-stage Dockerfile for FastAPI + Celery worker service
  • docker/Dockerfile.web — Dockerfile for React app served via nginx
  • docker/nginx.conf — Nginx config for serving React SPA with API proxy
  • backend/main.py — FastAPI app with lifespan, CORS, structured logging, router mounting
  • backend/models.py — SQLAlchemy async models for all 7 entities with enums, FKs, JSONB
  • backend/database.py — Async engine, session factory, declarative base
  • backend/schemas.py — Pydantic v2 schemas (Base/Create/Read) for all entities
  • backend/config.py — pydantic-settings config loading from .env
  • backend/routers/health.py — GET /health with DB connectivity check
  • backend/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 URL
  • alembic/env.py — Async Alembic migration runner
  • alembic/versions/001_initial.py — Initial migration creating all 7 tables with constraints
  • alembic/script.py.mako — Alembic migration template
  • whisper/transcribe.py — Desktop Whisper transcription script with CLI, batch mode, resumability
  • whisper/requirements.txt — Whisper script Python dependencies
  • whisper/README.md — Whisper script usage documentation
  • config/canonical_tags.yaml — 6 topic categories and 13 genres for tag classification
  • README.md — Project README with architecture, setup, env vars, dev workflow
  • tests/fixtures/sample_transcript.json — 5-segment sample transcript matching Whisper output format
  • frontend/package.json — Placeholder React app package.json
    • +
+
+
+
+ +
+

Knowledge

+

KNOWLEDGE.md exists but no entries parsed.

+
+ +
+

Captures

+

No captures recorded.

+
+ +
+

Artifacts

+ +

Missing changelogs 7

+ + + + + + +
MilestoneSliceTitle
M009S01Homepage Hero & Value Proposition
M009S02About Page
M009S03Featured Content & Content Teasers
M010S01Dedicated Sub-Topic Pages
M010S02Related Techniques Cross-Linking
and 2 more
+

Recently completed 32

+ + + + + + + + + +
MilestoneSliceTitleCompleted
M008S03Homepage Cards & Creator Metric PolishMar 31, 2026, 05:27 AM
M008S02Trust & Credibility CleanupMar 31, 2026, 05:15 AM
M008S01Fix Key Moment Search LinksMar 31, 2026, 05:05 AM
M007S06Mobile Viewport Overflow Fix — Technique Pages and Global ContentMar 30, 2026, 07:49 PM
M007S05Key Moment Card Text Overflow FixMar 30, 2026, 07:42 PM
+
+ +
+

Planning

+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
IDMilestoneStateContextDraftUpdated
M001Chrysopedia Foundation — Infrastructure, Pipeline Core, and Skeleton UIundiscussed
M002M002: Chrysopedia Deployment — GitHub, ub01 Docker Stack, and Production Wiringundiscussed
M003M003: Domain + DNS + Per-Stage LLM Model Routingundiscussed
M004M004: UI Polish, Bug Fixes, Technique Page Redesign, and Article Versioningundiscussed
M005M005: Pipeline Dashboard, Technique Page Redesign, Key Moment Cardsundiscussed
M006M006: Admin Nav, Pipeline Log Views, Commit SHA, Tag Polish, Topics Redesign, Footerundiscussed
M007M007: Pipeline Transparency, Auto-Ingest, Admin UX Polish, and Mobile Fixesundiscussed
M008M008: Credibility Debt Cleanup — Broken Links, Test Data, Jargon, Empty Metricsundiscussed
M009Homepage & First Impressionundiscussed
M010Discovery, Navigation & Visual Identityundiscussed
+
+
+
+
+ GSD v2.58.0 + / + content-to-kb-automator + /M008 + / + Tue, Mar 31, 2026, 05:31 AM UTC +
+
+ + + \ No newline at end of file diff --git a/.gsd/reports/index.html b/.gsd/reports/index.html new file mode 100644 index 0000000..07ee517 --- /dev/null +++ b/.gsd/reports/index.html @@ -0,0 +1,209 @@ + + + + + +GSD Reports — content-to-kb-automator + + + +
+
+
+ + v2.58.0 +
+
+

content-to-kb-automator Reports

+ /home/aux/projects/content-to-kb-automator +
+
+ Updated + Mar 31, 2026, 05:31 AM +
+
+
+ +
+ + + + +
+
+

Project Overview

+ +
+
$172.23Total Cost
+
244.48MTotal Tokens
+
7h 56mDuration
+
32/39Slices
+
8/10Milestones
+
1Reports
+
+
+
+ 82% complete +
+ +
+ +
+

Progression 1

+
+ +
+ M008: M008: Credibility Debt Cleanup — Broken Links, Test Data, Jargon, Empty Metrics + milestone +
+
Mar 31, 2026, 05:31 AM
+
+
+
+
+ 82% +
+
+ $172.23 + 244.48M + 7h 56m + 32/39 slices +
+ +
Latest
+
+
+
+
+ +
+
+ GSD v2.58.0 + — + content-to-kb-automator + — + /home/aux/projects/content-to-kb-automator + — + Updated Mar 31, 2026, 05:31 AM +
+
+ + \ No newline at end of file diff --git a/.gsd/reports/reports.json b/.gsd/reports/reports.json new file mode 100644 index 0000000..db12d36 --- /dev/null +++ b/.gsd/reports/reports.json @@ -0,0 +1,24 @@ +{ + "version": 1, + "projectName": "content-to-kb-automator", + "projectPath": "/home/aux/projects/content-to-kb-automator", + "gsdVersion": "2.58.0", + "entries": [ + { + "filename": "M008-2026-03-31T05-31-26.html", + "generatedAt": "2026-03-31T05:31:26.249Z", + "milestoneId": "M008", + "milestoneTitle": "M008: Credibility Debt Cleanup — Broken Links, Test Data, Jargon, Empty Metrics", + "label": "M008: M008: Credibility Debt Cleanup — Broken Links, Test Data, Jargon, Empty Metrics", + "kind": "milestone", + "totalCost": 172.23042974999993, + "totalTokens": 244482118, + "totalDuration": 28596881, + "doneSlices": 32, + "totalSlices": 39, + "doneMilestones": 8, + "totalMilestones": 10, + "phase": "planning" + } + ] +} diff --git a/frontend/src/App.css b/frontend/src/App.css index 8b9a806..21a64d2 100644 --- a/frontend/src/App.css +++ b/frontend/src/App.css @@ -865,7 +865,7 @@ a.app-footer__repo:hover { .home-hero { text-align: center; - padding: 0.5rem 1rem 1.5rem; + padding: 2rem 1rem 2.5rem; } .home-hero__title { @@ -881,6 +881,78 @@ a.app-footer__repo:hover { margin-bottom: 1.5rem; } +.home-hero__value-prop { + max-width: 32rem; + margin: 1.5rem auto 0; + font-size: 1.0625rem; + line-height: 1.6; + color: var(--color-text-secondary); +} + +/* ── How It Works ─────────────────────────────────────────────────────────── */ + +.home-how-it-works { + display: grid; + grid-template-columns: repeat(3, 1fr); + gap: 1.25rem; + max-width: 42rem; + margin: 2rem auto 0; +} + +.home-how-it-works__step { + padding: 1.25rem 1rem; + background: var(--color-bg-surface); + border: 1px solid var(--color-border); + border-radius: 0.625rem; + text-align: center; +} + +.home-how-it-works__number { + display: inline-flex; + align-items: center; + justify-content: center; + width: 2rem; + height: 2rem; + border-radius: 50%; + background: var(--color-accent); + color: var(--color-bg-page); + font-weight: 700; + font-size: 0.875rem; + margin-bottom: 0.75rem; +} + +.home-how-it-works__title { + font-size: 0.9375rem; + font-weight: 600; + margin-bottom: 0.375rem; +} + +.home-how-it-works__desc { + font-size: 0.8125rem; + color: var(--color-text-secondary); + line-height: 1.5; +} + +/* ── CTA Button ───────────────────────────────────────────────────────────── */ + +.home-cta { + display: inline-block; + margin-top: 2rem; + padding: 0.75rem 2rem; + background: var(--color-accent); + color: var(--color-bg-page); + font-weight: 700; + font-size: 1rem; + border-radius: 0.5rem; + text-decoration: none; + transition: background 0.15s, transform 0.15s; +} + +.home-cta:hover { + background: var(--color-accent-hover); + transform: translateY(-1px); +} + /* ── Search form ──────────────────────────────────────────────────────────── */ .search-container { @@ -2079,6 +2151,16 @@ a.app-footer__repo:hover { font-size: 1.75rem; } + .home-how-it-works { + grid-template-columns: 1fr; + max-width: 20rem; + } + + .home-cta { + width: 100%; + text-align: center; + } + .nav-cards { grid-template-columns: 1fr; } diff --git a/frontend/src/pages/Home.tsx b/frontend/src/pages/Home.tsx index c89d91f..0e85bba 100644 --- a/frontend/src/pages/Home.tsx +++ b/frontend/src/pages/Home.tsx @@ -110,7 +110,7 @@ export default function Home() {
{/* Hero search */}
- +

Production Knowledge, Distilled

Search techniques, key moments, and creators

@@ -167,6 +167,37 @@ export default function Home() {
)}
+ +

+ Real music production techniques extracted from creator tutorials. + Skip the 4-hour videos — find the insight you need in seconds. +

+ +
+
+ 1 +

Creators Share Techniques

+

+ Real producers and sound designers publish in-depth tutorials +

+
+
+ 2 +

AI Extracts Key Moments

+

+ We distill hours of video into structured, searchable knowledge +

+
+
+ 3 +

You Find Answers Fast

+

+ Search by topic, technique, or creator — get straight to the insight +

+
+
+ + Start Exploring

{/* Navigation cards */}