{"type":"thinking_level_change","id":"ff8a27ba","parentId":null,"timestamp":"2026-03-30T11:02:28.562Z","thinkingLevel":"off"}
{"type":"model_change","id":"1d3214a9","parentId":"ff8a27ba","timestamp":"2026-03-30T11:02:28.563Z","provider":"anthropic","modelId":"claude-opus-4-6"}
{"type":"custom_message","customType":"gsd-auto","content":"**VERIFICATION FAILED — AUTO-FIX ATTEMPT 1**\n\nThe verification gate ran after your previous attempt and found failures. Fix these issues before completing the task.\n\n## Working Directory\n\nYour working directory is `/home/aux/projects/content-to-kb-automator`. All file reads, writes, and shell commands MUST operate relative to this directory. Do NOT `cd` to any other directory.\n\n## Requirements Advanced\n\n- {{requirementId}} — {{howThisSliceAdvancedIt}}\n\n## Requirements Validated\n\n- {{requirementId}} — {{whatProofNowMakesItValidated}}\n\n## Requirements Invalidated or Re-scoped\n\n- {{requirementIdOr_none}} — {{what changed}}\n\n## Verification Failures\n\n### ❌ `npx tsc --noEmit` (exit code 1)\n```stderr\n\n```\n\n### ❌ `npx vite build` (exit code 1)\n```stderr\nnpm warn exec The following package was not found and will be installed: vite@8.0.3\n✗ Build failed in 14ms\nerror during build:\nBuild failed with 1 error:\n\n\u001b[31m[UNRESOLVED_ENTRY] Error:\u001b[0m Cannot resolve entry module index.html.\n\n    at aggregateBindingErrorsIntoJsError (file:///home/aux/.npm/_npx/9ed06546b0653f96/node_modules/rolldown/dist/shared/error-BLhcSyeg.mjs:48:18)\n    at unwrapBindingResult (file:///home/aux/.npm/_npx/9ed06546b0653f96/node_modules/rolldown/dist/shared/error-BLhcSyeg.mjs:18:128)\n    at #build (file:///home/aux/.npm/_npx/9ed06546b0653f96/node_modules/rolldown/dist/shared/rolldown-build-CPrIX9V6.mjs:3313:34)\n    at async buildEnvironment (file:///home/aux/.npm/_npx/9ed06546b0653f96/node_modules/vite/dist/node/chunks/node.js:32849:64)\n    at async Object.build (file:///home/aux/.npm/_npx/9ed06546b0653f96/node_modules/vite/dist/node/chunks/node.js:33271:19)\n    at async Object.buildApp (file:///home/aux/.npm/_npx/9ed06546b0653f96/node_modules/vite/dist/node/chunks/node.js:33268:153)\n    at async CAC.<anonymous> (file:///home/aux/.npm/_npx/9ed06546b0653f96/node_modules/vite/dist/node/cli.js:778:3) {\n  errors: [Getter/Setter]\n}\n\n```\n\n---\n\nYou are executing GSD auto-mode.\n\n## UNIT: Complete Slice S01 (\"Admin Navigation Dropdown + Header Cleanup\") — Milestone M006\n\n## Your Role in the Pipeline\n\nExecutor agents built each task and wrote task summaries. You are the closer — verify the assembled work actually delivers the slice goal, then compress everything into a slice summary. After you finish, a **reassess-roadmap agent** reads your slice summary to decide if the remaining roadmap still makes sense. The slice summary is also the primary record of what this slice achieved — future slice researchers and planners read it as a dependency summary when their work builds on yours.\n\nWrite the summary for those downstream readers. What did this slice actually deliver? What patterns did it establish? What should the next slice know?\n\nAll relevant context has been preloaded below — the slice plan, all task summaries, and the milestone roadmap are inlined. Start working immediately without re-reading these files.\n\n## Inlined Context (preloaded — do not re-read these files)\n\n### Milestone Roadmap\nSource: `.gsd/milestones/M006/M006-ROADMAP.md`\n\n# M006: \n\n## Vision\nConsolidate admin navigation into a dropdown, add head/tail log viewing and commit SHA tracking to the pipeline, clean up technique page tag styling and sidebar order, redesign the Topics browse page with a Music Theory category, and add app version footer.\n\n## Slice Overview\n| ID | Slice | Risk | Depends | Done | After this |\n|----|-------|------|---------|------|------------|\n| S01 | Admin Navigation Dropdown + Header Cleanup | low | — | ⬜ | Header shows Home, Topics, Creators, and an Admin dropdown. Clicking Admin reveals Review, Reports, Pipeline links. ModeToggle removed from header. |\n| S02 | Pipeline Page: Head/Tail Log View + Token Count | low | — | ⬜ | Pipeline event log shows Head/Tail toggle buttons. Head shows first N events, Tail shows last N events. Token counts visible per event and per video. |\n| S03 | Git Commit SHA in Pipeline Version Metadata | low | — | ⬜ | Running the pipeline captures the current git commit SHA. Viewing a technique page version shows the commit hash in the metadata panel. |\n| S04 | Technique Page: Sidebar Reorder, Creator Emphasis, Tag Polish | medium | — | ⬜ | Technique page sidebar shows Plugins Referenced at top. Creator name is visually prominent. Tags use a coherent color system. |\n| S05 | Topics Page Redesign + Music Theory Category | high | — | ⬜ | Topics page shows 7 categories (including Music Theory) with an improved visual layout — category cards with descriptions, sub-topic counts, better structure. |\n| S06 | App Footer with Version Info | low | — | ⬜ | Every page shows a subtle footer with app version, build date, and optional repo link. |\n\n---\n\n### Slice Plan\nSource: `.gsd/milestones/M006/slices/S01/S01-PLAN.md`\n\n# S01: Admin Navigation Dropdown + Header Cleanup\n\n**Goal:** Header nav shows Home, Topics, Creators as flat links and an Admin dropdown. Clicking Admin reveals Review, Reports, Pipeline links. ModeToggle removed from header (kept on ReviewQueue page).\n**Demo:** After this: Header shows Home, Topics, Creators, and an Admin dropdown. Clicking Admin reveals Review, Reports, Pipeline links. ModeToggle removed from header.\n\n## Tasks\n- [x] **T01: Created AdminDropdown component with click-outside/Escape close, wired into App.tsx header replacing 3 admin links + ModeToggle, added dropdown CSS using existing theme tokens** — Create an AdminDropdown React component, replace the 3 admin nav links and ModeToggle in App.tsx, and add dropdown CSS to App.css.\n\n**Context:** The header in `App.tsx` currently has 6 flat `<Link>` elements (Home, Topics, Creators, Review, Reports, Pipeline) plus a `<ModeToggle />`. Goal: group the 3 admin links behind an \"Admin\" dropdown, remove ModeToggle from the header. ModeToggle is still used by `ReviewQueue.tsx` — do NOT delete the component or its CSS.\n\n**Click-outside pattern** — adapt from `Home.tsx` (typeahead):\n```tsx\nconst dropdownRef = useRef<HTMLDivElement>(null);\nuseEffect(() => {\n  function handler(e: MouseEvent) {\n    if (dropdownRef.current && !dropdownRef.current.contains(e.target as Node)) {\n      setOpen(false);\n    }\n  }\n  document.addEventListener(\"mousedown\", handler);\n  return () => document.removeEventListener(\"mousedown\", handler);\n}, []);\n```\n\n**CSS variables available** (all defined in App.css `:root`):\n- Trigger text: `--color-text-on-header` / `--color-text-on-header-hover`\n- Dropdown background: `--color-bg-surface`\n- Border: `--color-border`\n- Shadow: `--color-shadow-heavy`\n- Item hover bg: `--color-bg-surface-hover`\n- Item text: `--color-text-primary`\n  - Estimate: 30m\n  - Files: frontend/src/components/AdminDropdown.tsx, frontend/src/App.tsx, frontend/src/App.css\n  - Verify: cd frontend && npx tsc --noEmit && npx vite build\n\n---\n\n### Requirements\nSource: `.gsd/REQUIREMENTS.md`\n\n# Requirements\n\n## R001 — Whisper Transcription Pipeline\n**Status:** validated\n**Description:** Desktop Python script that accepts video files (MP4/MKV), extracts audio via ffmpeg, runs Whisper large-v3 on RTX 4090, and outputs timestamped transcript JSON with segment-level timestamps and word-level timing. Must be resumable.\n**Validation:** Script processes a sample video and produces valid JSON with timestamped segments.\n**Primary Owner:** M001/S01\n\n## R002 — Transcript Ingestion API\n**Status:** validated\n**Description:** FastAPI endpoint that accepts transcript JSON uploads, creates/updates Creator and Source Video records, and stores transcript data in PostgreSQL. Handles new creator detection from folder names.\n**Validation:** POST transcript JSON → 200 OK, records created in DB, file stored on filesystem.\n**Primary Owner:** M001/S02\n\n## R003 — LLM-Powered Extraction Pipeline (Stages 2-5)\n**Status:** validated\n**Description:** Background worker pipeline: transcript segmentation → key moment extraction → classification/tagging → technique page synthesis. Uses OpenAI-compatible API with primary (DGX Sparks Qwen) and fallback (local Ollama) endpoints. Pipeline must be resumable per-video per-stage.\n**Validation:** End-to-end: transcript JSON in → technique pages with key moments, tags, and cross-references out.\n**Primary Owner:** M001/S03\n\n## R004 — Review Queue UI\n**Status:** validated\n**Description:** Admin interface for reviewing extracted key moments: approve, edit+approve, split, merge, reject. Organized by source video for contextual review. Includes mode toggle (review vs auto-publish).\n**Validation:** Admin can review, edit, and approve/reject moments; mode toggle controls whether new moments require review.\n**Primary Owner:** M001/S04\n\n## R005 — Search-First Web UI\n**Status:** validated\n**Description:** Landing page with prominent search bar, live typeahead (results after 2-3 chars), scope toggle (All/Topics/Creators), and two navigation cards (Topics, Creators). Recently added section. Search powered by Qdrant semantic search with keyword fallback.\n**Validation:** User types query → results appear within 500ms, grouped by type, with clickable navigation.\n**Primary Owner:** M001/S05\n\n## R006 — Technique Page Display\n**Status:** validated\n**Description:** Core content unit: header (tags, title, creator, meta), study guide prose (organized by sub-aspects with signal chain blocks and quotes), key moments index (timestamped list), related techniques, plugins referenced. Amber banner for livestream-sourced content.\n**Validation:** Technique page renders with all sections populated from synthesized data.\n**Primary Owner:** M001/S05\n\n## R007 — Creators Browse Page\n**Status:** validated\n**Description:** Filterable creator list with genre filter pills, type-to-narrow, sort options (randomized default, alphabetical, view count). Each row: name, genre tags, technique count, video count, view count. Links to creator detail page.\n**Validation:** Page loads with randomized order, genre filtering works, clicking row navigates to creator detail.\n**Primary Owner:** M001/S05\n\n## R008 — Topics Browse Page\n**Status:** validated\n**Description:** Two-level topic hierarchy (6 top-level categories → sub-topics). Filter input, genre filter pills. Each sub-topic shows technique count and creator count. Clicking sub-topic shows technique pages.\n**Validation:** Hierarchy renders, filtering works, sub-topic links show correct technique pages.\n**Primary Owner:** M001/S05\n\n## R009 — Qdrant Vector Search Integration\n**Status:** validated\n**Description:** Embed key moment summaries, technique page content, and transcript segments in Qdrant using configurable embedding model (nomic-embed-text default). Power semantic search with metadata filtering.\n**Validation:** Semantic search returns relevant results for natural language queries; embeddings update when content changes.\n**Primary Owner:** M001/S03\n\n## R010 — Docker Compose Deployment\n**Status:** validated\n**Description:** Single docker-compose.yml packaging API, web UI, PostgreSQL, and worker services. Follows XPLTD conventions: bind mounts at /vmPool/r/services/, compose at /vmPool/r/compose/chrysopedia/, xpltd_chrysopedia project name, dedicated Docker network.\n**Validation:** `docker compose up -d` brings up all services; data persists across restarts.\n**Primary Owner:** M001/S01\n\n## R011 — Canonical Tag System\n**Status:** validated\n**Description:** Editable canonical tag list (config file) with aliases. Pipeline references tags during classification. New tags can be proposed by LLM and queued for admin approval or auto-added within existing categories.\n**Validation:** Tag list is editable; pipeline uses canonical tags consistently; alias normalization works.\n**Primary Owner:** M001/S03\n\n## R012 — Incremental Content Addition\n**Status:** validated\n**Description:** System handles ongoing content: new videos processed through pipeline, new creators auto-detected, existing technique pages updated when new moments are added for same creator+topic.\n**Validation:** Adding a new video for an existing creator updates their technique pages; new creator folder creates new Creator record.\n**Primary Owner:** M001/S03\n\n## R013 — Prompt Template System\n**Status:** validated\n**Description:** Extraction prompts (stages 2-5) stored as editable configuration files, not hardcoded. Admin can edit prompts and re-run extraction on specific or all videos for calibration.\n**Validation:** Prompt files are editable; re-processing a video with updated prompts produces different output.\n**Primary Owner:** M001/S03\n\n## R014 — Creator Equity\n**Status:** validated\n**Description:** No creator is privileged in the UI. Default sort on Creators page is randomized on every page load. All creators get equal visual weight.\n**Validation:** Refreshing Creators page shows different order each time; no creator gets larger/bolder display.\n**Primary Owner:** M001/S05\n\n## R015 — 30-Second Retrieval Target\n**Status:** active\n**Description:** A producer mid-session can find a specific technique in under 30 seconds from Alt+Tab to reading the key insight.\n**Validation:** Timed test: Alt+Tab → search → read technique → under 30 seconds.\n**Primary Owner:** M001/S05\n\n---\n\n### Project Knowledge\nSource: `.gsd/KNOWLEDGE.md`\n\n# KNOWLEDGE\n\n## SQLAlchemy column names that shadow ORM functions\n\n**Context:** If a model has a column named `relationship` (or any other ORM function name like `query`, `metadata`), Python resolves the name to the column's `MappedColumn` descriptor within the class body. This causes `relationship(...)` calls below it to fail with \"MappedColumn object is not callable\".\n\n**Fix:** Import with an alias: `from sqlalchemy.orm import relationship as sa_relationship` and use `sa_relationship(...)` throughout. Alternatively, rename the database column, but the spec defines `relationship` as the column name so we preserved it.\n\n## Docker Compose variable interpolation and `:?` syntax\n\n**Context:** `${VAR:?error message}` in docker-compose.yml makes `docker compose config` fail when the variable is unset, even if `env_file: required: false` is used. The `required: false` only controls whether the `.env` file must exist — it does NOT provide defaults for variables referenced with `:?`.\n\n**Fix:** Use `${VAR:-default}` for variables that need a fallback, or ensure the variable is always set in the environment.\n\n## Host port 8000 conflict with kerf-engine\n\n**Context:** The kerf-engine Docker container (`kerf-engine-kerf-engine-1`) binds to `0.0.0.0:8000`. When testing the Chrysopedia API locally (outside Docker), curl requests to `localhost:8000` hit the kerf-engine container instead of the local uvicorn process, even when uvicorn binds to `127.0.0.1:8000`.\n\n**Fix:** Use an alternate port (e.g., 8001) for local testing. In Docker Compose, chrysopedia-api maps `127.0.0.1:8000:8000` which is fine because it goes through Docker's port forwarding, but will conflict with kerf-engine if both stacks run simultaneously. Consider changing one project's external port mapping.\n\n## asyncpg rejects timezone-aware datetimes for TIMESTAMP WITHOUT TIME ZONE columns\n\n**Context:** SQLAlchemy models using `default=datetime.now(timezone.utc)` produce timezone-aware Python datetimes. When the PostgreSQL column type is `TIMESTAMP WITHOUT TIME ZONE` (the default), asyncpg raises `DataError: can't subtract offset-naive and offset-aware datetimes`. This only surfaces when running against a real PostgreSQL database — SQLite-based tests won't catch it.\n\n**Fix:** Use `datetime.now(timezone.utc).replace(tzinfo=None)` in the `_now()` helper, or change the column type to `TIMESTAMP WITH TIME ZONE`. We chose the former since the existing schema uses naive timestamps.\n\n## asyncpg NullPool required for pytest-asyncio integration tests\n\n**Context:** When using a session-scoped SQLAlchemy async engine with asyncpg in pytest-asyncio tests, the connection pool reuses connections across fixtures and test functions. This causes `InterfaceError: cannot perform operation: another operation is in progress` because the ASGI test client's session holds a connection while cleanup/verification fixtures try to use the same pool.\n\n**Fix:** Use `poolclass=NullPool` when creating the test engine. Each connection is created fresh and immediately closed, eliminating contention. Performance cost is negligible for test suites.\n\n## Testing Celery tasks that use sync SQLAlchemy: patch module-level globals\n\n**Context:** Pipeline stages in `pipeline/stages.py` create their own sync SQLAlchemy engine/session via module-level `_engine` and `_SessionLocal` globals (because Celery is sync, not async). Tests need to redirect these to the test database, but the engine is created lazily at module scope.\n\n**Fix:** Patch the module globals directly: `unittest.mock.patch.object(stages, '_engine', test_engine)` and `unittest.mock.patch.object(stages, '_SessionLocal', test_session_factory)`. This redirects all DB access in stage functions to the test database without modifying production code.\n\n## Lazy imports in FastAPI handlers defeat simple mock patching\n\n**Context:** When a FastAPI handler imports a function lazily (inside the function body) like `from pipeline.stages import run_pipeline`, patching `routers.ingest.run_pipeline` has no effect because the name is re-bound on every call from the source module.\n\n**Fix:** Patch at the source module: `unittest.mock.patch('pipeline.stages.run_pipeline')`. The lazy import will pick up the mock from the source module. This applies to any handler that uses lazy imports to avoid circular dependencies at module load time.\n\n## Separate async/sync clients for FastAPI vs Celery\n\n**Context:** The Chrysopedia backend has both sync Celery tasks (pipeline stages using `openai.OpenAI`, `QdrantClient`, sync SQLAlchemy) and async FastAPI handlers. Reusing sync clients in async handlers blocks the event loop; reusing async clients in Celery risks nested event loop errors.\n\n**Fix:** Create separate client classes: `SearchService` (async, for FastAPI request path) wraps `openai.AsyncOpenAI` and `AsyncQdrantClient`. The pipeline's `EmbeddingClient` and `QdrantManager` (sync, for Celery) remain untouched. This doubles the client code surface but eliminates the async/sync mismatch class of bugs entirely.\n\n## Mocking SearchService at the router dependency level for tests\n\n**Context:** The search endpoint creates a `SearchService` instance internally. Testing search results with real embedding API and Qdrant is fragile (external dependencies). Mocking individual `openai.AsyncOpenAI` or `AsyncQdrantClient` is complex.\n\n**Fix:** Mock `SearchService` at the router level by patching the service instance in the endpoint function. This gives full control over search results in tests without complex async mock setup. Used in `test_search.py` — mock returns canned `SearchResponse` dicts.\n\n## Frontend detail page without a single-resource GET endpoint\n\n**Context:** The review queue backend has `GET /review/queue` (list, paginated) but no `GET /review/moments/{id}` for fetching a single moment. The MomentDetail page needs to display one specific moment by ID from the URL params.\n\n**Fix:** MomentDetail fetches the full queue with `limit=500` and filters client-side by ID. This works for a single-admin tool with small datasets but would not scale. If the moment count grows significantly, add a dedicated `GET /review/moments/{id}` endpoint to the review router.\n\n**Update (M004/S01):** Fixed properly — added `GET /review/moments/{id}` endpoint. Always add single-resource GET endpoints alongside list endpoints.\n\n## CSS custom property count estimation\n\n**Context:** When planning a full color abstraction pass (replacing all hardcoded hex/rgba with CSS custom properties), initial estimates based on counting unique colors will significantly undercount the required tokens.\n\n**Rule:** Plan for 2-3x the obvious color count. Reasons: hover/focus/active state variants, badge/status color pairs (background + text), subtle vs strong accent variants, shadow colors, overlay backgrounds, and distinct semantic contexts (surface vs input vs card). M004/S02 planned ~30, needed 77.\n\n## Chained selectinload for cross-relation field population\n\n**Context:** When an API response needs a field from a joined relation (e.g., `key_moment.source_video.filename`), Pydantic's `from_attributes` auto-mapping can't traverse the join. The field appears as a flat attribute on the response schema but comes from a different table.\n\n**Fix:** Chain `.selectinload()` in the query (e.g., `.selectinload(TechniquePage.key_moments).selectinload(KeyMoment.source_video)`), then post-process in a loop to copy the joined value into the schema field. This keeps the query efficient (two SELECTs) and the response schema flat.\n\n## Pre-overwrite snapshot pattern for article versioning\n\n**Context:** Need to track content versions without complex CDC (change data capture) infrastructure. The content lives in a single mutable row that gets overwritten on each pipeline run.\n\n**Pattern:** Before mutating the row, SELECT its current state, serialize relevant fields to JSONB (`content_snapshot`), attach pipeline metadata (prompt file hashes, model config) as a second JSONB column, and INSERT into a versions table. Use best-effort error handling — snapshot failure logs ERROR but doesn't block the primary write. Composite unique index on (entity_id, version_number) enforces ordering at DB level.\n\n## Stage 4 classification data stored in Redis (not DB columns)\n\n**Context:** The KeyMoment SQLAlchemy model doesn't have `topic_tags` or `topic_category` columns. Stage 4 classification needs somewhere to store per-moment tag assignments that stage 5 can read.\n\n**Fix:** Store classification results in Redis under key `chrysopedia:classification:{video_id}` with a 24-hour TTL. Stage 5 reads from Redis. This avoids schema migrations during initial pipeline development. The data is ephemeral — if Redis loses it, re-running stage 4 regenerates it.\n\n## QdrantManager uses random UUIDs for point IDs\n\n**Context:** `QdrantManager.upsert_technique_pages()` and `upsert_key_moments()` generate `uuid4()` for each Qdrant point. Re-indexing the same content creates duplicate points rather than updating existing ones.\n\n**Fix (deferred):** Use deterministic UUIDs based on content hash (e.g., `uuid5(NAMESPACE, f\"{technique_slug}:{section}\")`) so re-indexing overwrites the same points. This should be addressed before running the pipeline on production data to avoid index bloat.\n\n## Non-blocking side-effect pattern for external service calls in pipelines\n\n**Context:** Celery pipeline stages that call external services (embedding API, Qdrant) should not fail the entire pipeline if those services are down. Stage 6 (embed_and_index) is valuable but not critical — the pipeline's primary output (technique pages in PostgreSQL) doesn't depend on it.\n\n**Fix:** Use `max_retries=0` and a catch-all exception handler that logs WARNING and returns without raising. The pipeline orchestrator chains stage 6 after stage 5 but a failure there doesn't prevent `processing_status` from reaching its final state. This pattern applies to any \"best-effort enrichment\" stage in a pipeline.\n\n## Container healthcheck tool availability varies by base image\n\n**Context:** Qdrant (distroless-ish), Ollama, and nginx-alpine images don't have curl or wget. Standard healthcheck patterns like `curl -f http://localhost:PORT/health` fail silently inside these containers.\n\n**Fix by image:**\n- **Ollama:** Use `ollama list` (built-in CLI)\n- **Qdrant:** Use `bash -c 'echo > /dev/tcp/localhost/6333'` (bash is available)\n- **nginx-alpine:** Use `curl` (available) but NOT busybox `wget` (fails on localhost)\n- **Celery worker (same image as API):** Use `celery -A worker inspect ping` instead of HTTP healthcheck\n\n**Rule:** Always `docker exec <container> <healthcheck-cmd>` to verify the command works before deploying.\n\n## XPLTD domain setup flow\n\n**Context:** Adding a new external domain (like chrysopedia.com) to the XPLTD infrastructure requires three steps across two machines.\n\n**Flow:**\n1. **AdGuard on ub01 (10.0.0.10):** Add DNS rewrite via API: `POST /control/rewrite/add` with `{domain, answer: \"10.0.0.9\"}`\n2. **nginx on nuc01 (10.0.0.9):** Create server block in `/etc/nginx/sites-enabled/{domain}.conf` with `proxy_pass http://10.0.0.10:{port}`\n3. **Certbot on nuc01:** `sudo certbot --nginx -d {domain}` (requires external DNS A record or CNAME pointing to public IP first)\n\n**Note:** The AD DNS servers (10.0.0.15/.16) may already have CNAME entries for domains. Check `nslookup {domain} 10.0.0.15` before assuming setup is needed. ub01's resolv.conf uses AD DNS, not AdGuard, so `curl {domain}` from ub01 requires the AD DNS chain to resolve.\n\n## Alembic env.py sys.path needs both local and Docker paths\n\n**Context:** Alembic's env.py imports from `database` and `models`, which live in `backend/` locally but at `/app/` (the WORKDIR) inside Docker. The original `sys.path.insert(0, \"../backend\")` works locally but fails in Docker.\n\n**Fix:** Add both paths: `sys.path.insert(0, os.path.join(os.path.dirname(__file__), \"..\", \"backend\"))` AND `sys.path.insert(0, os.path.join(os.path.dirname(__file__), \"..\"))`. The second resolves to `/app/` inside Docker.\n\n## Nginx stale DNS after Docker container rebuild\n\n**Context:** When an API container behind an nginx reverse proxy in Docker Compose is rebuilt (new container ID, new internal IP), the nginx container's DNS resolver cache still points to the old IP. Requests through nginx return 502 Bad Gateway even though the API is healthy on its new IP.\n\n**Fix:** Restart the nginx/web container after rebuilding upstream containers: `docker compose restart chrysopedia-web-8096`. Alternatively, configure nginx with `resolver 127.0.0.11 valid=10s;` in the upstream block to use Docker's embedded DNS with a short TTL, but the restart is simpler for a single-admin deployment.\n\n## Verify prior incomplete code compiles before building on it\n\n**Context:** M005/S01/T01 found that the PipelineEvent model, migration, and instrumentation hooks had been written in a prior pass but contained critical syntax errors (missing triple-quote docstrings, unquoted string literals, reference to nonexistent `_get_session_factory()`). The code looked complete in the file listing but had never been successfully executed.\n\n**Rule:** When a slice plan assumes prior work is complete (\"model already exists, migration already applied\"), verify it actually runs: import the module, run the migration, execute a basic query. Broken code that's already committed looks identical to working code in `git log`.\n\n---\n\n### Task Summary: T01\nSource: `.gsd/milestones/M006/slices/S01/tasks/T01-SUMMARY.md`\n\n---\nid: T01\nparent: S01\nmilestone: M006\nprovides: []\nrequires: []\naffects: []\nkey_files: [\"frontend/src/components/AdminDropdown.tsx\", \"frontend/src/App.tsx\", \"frontend/src/App.css\"]\nkey_decisions: [\"Used calc(100% + 0.5rem) for menu offset to add visual breathing room\", \"BEM naming convention: admin-dropdown / admin-dropdown__trigger / __menu / __item\"]\npatterns_established: []\ndrill_down_paths: []\nobservability_surfaces: []\nduration: \"\"\nverification_result: \"TypeScript check (tsc --noEmit) passed with zero errors. Vite production build succeeded — 47 modules transformed, built in 778ms. Both slice-level verification commands pass.\"\ncompleted_at: 2026-03-30T11:02:14.843Z\nblocker_discovered: false\n---\n\n# T01: Created AdminDropdown component with click-outside/Escape close, wired into App.tsx header replacing 3 admin links + ModeToggle, added dropdown CSS using existing theme tokens\n\n> Created AdminDropdown component with click-outside/Escape close, wired into App.tsx header replacing 3 admin links + ModeToggle, added dropdown CSS using existing theme tokens\n\n## What Happened\n---\nid: T01\nparent: S01\nmilestone: M006\nkey_files:\n  - frontend/src/components/AdminDropdown.tsx\n  - frontend/src/App.tsx\n  - frontend/src/App.css\nkey_decisions:\n  - Used calc(100% + 0.5rem) for menu offset to add visual breathing room\n  - BEM naming convention: admin-dropdown / admin-dropdown__trigger / __menu / __item\nduration: \"\"\nverification_result: passed\ncompleted_at: 2026-03-30T11:02:14.844Z\nblocker_discovered: false\n---\n\n# T01: Created AdminDropdown component with click-outside/Escape close, wired into App.tsx header replacing 3 admin links + ModeToggle, added dropdown CSS using existing theme tokens\n\n**Created AdminDropdown component with click-outside/Escape close, wired into App.tsx header replacing 3 admin links + ModeToggle, added dropdown CSS using existing theme tokens**\n\n## What Happened\n\nCreated AdminDropdown.tsx with useState toggle, useRef click-outside listener, Escape handler, accessible button trigger (aria-expanded, aria-haspopup), and role=menu div with 3 Link menuitem elements. Updated App.tsx to import AdminDropdown instead of ModeToggle, replaced 3 admin Link elements and ModeToggle JSX with single AdminDropdown component. Appended BEM-style dropdown CSS to App.css using existing theme custom properties. ModeToggle preserved — still imported by ReviewQueue.tsx.\n\n## Verification\n\nTypeScript check (tsc --noEmit) passed with zero errors. Vite production build succeeded — 47 modules transformed, built in 778ms. Both slice-level verification commands pass.\n\n## Verification Evidence\n\n| # | Command | Exit Code | Verdict | Duration |\n|---|---------|-----------|---------|----------|\n| 1 | `cd frontend && npx tsc --noEmit` | 0 | ✅ pass | 3000ms |\n| 2 | `cd frontend && npx vite build` | 0 | ✅ pass | 4400ms |\n\n\n## Deviations\n\nNone.\n\n## Known Issues\n\nNone.\n\n## Files Created/Modified\n\n- `frontend/src/components/AdminDropdown.tsx`\n- `frontend/src/App.tsx`\n- `frontend/src/App.css`\n\n\n## Deviations\nNone.\n\n## Known Issues\nNone.\n\n---\n\n---\nid: {{sliceId}}\nparent: {{milestoneId}}\nmilestone: {{milestoneId}}\nprovides:\n  - {{whatThisSliceProvides}}\nrequires:\n  - slice: {{depSliceId}}\n    provides: {{whatWasConsumed}}\naffects:\n  - {{downstreamSliceId}}\nkey_files:\n  - {{filePath}}\nkey_decisions:\n  - {{decision}}\npatterns_established:\n  - {{pattern}}\nobservability_surfaces:\n  - {{status endpoint, structured log, persisted failure state, diagnostic command, or none}}\ndrill_down_paths:\n  - {{pathToTaskSummary}}\nduration: {{duration}}\nverification_result: passed\ncompleted_at: {{date}}\n---\n\n# {{sliceId}}: {{sliceTitle}}\n\n<!-- One-liner must say what actually shipped, not just that work completed.\n     Good: \"Structured job status endpoint with persisted failure diagnostics\"\n     Bad: \"Status feature implemented\" -->\n\n**{{oneLiner}}**\n\n## What Happened\n\n{{narrative — compress task summaries into a coherent story}}\n\n## Verification\n\n{{whatWasVerifiedAcrossAllTasks — tests, builds, manual checks}}\n\n<!-- If the project has no REQUIREMENTS.md, omit all four requirement sections below entirely — do not fill them with \"none\". These sections only apply when requirements are being actively tracked. -->\n## New Requirements Surfaced\n\n- {{newRequirementOr_none}}\n\n## Operational Readiness\n\n<!-- Q8: How will ops know it's healthy/broken? OMIT ENTIRELY for simple slices with no runtime concerns. -->\n\n- **Health signal**: {{howToConfirmHealthy — health endpoint, heartbeat log, metric, or N/A}}\n- **Failure signal**: {{howToDetectBroken — error rate spike, alert, log pattern, or N/A}}\n- **Recovery**: {{selfRecoverOrRestart — auto-reconnect, circuit breaker, manual restart, or N/A}}\n- **Monitoring gaps**: {{silentFailureModes — background jobs, cache eviction, memory pressure, or none}}\n\n## Deviations\n\n<!-- Deviations are unplanned changes to the written plan, not ordinary debugging inside the plan's intended scope. -->\n\n{{deviationsFromPlan_OR_none}}\n\n## Known Limitations\n\n<!-- Known limitations are real gaps, rough edges, or deferred constraints that still exist after this slice shipped. -->\n\n{{whatDoesntWorkYet_OR_whatWasDeferredToLaterSlices}}\n\n## Follow-ups\n\n<!-- Follow-ups are concrete next actions discovered during execution, not a restatement of known limitations. -->\n\n{{workDeferredOrDiscoveredDuringExecution_OR_none}}\n\n## Files Created/Modified\n\n- `{{filePath}}` — {{description}}\n- `{{filePath}}` — {{description}}\n\n## Forward Intelligence\n\n<!-- Write what you wish you'd known at the start of this slice.\n     This section is read by the next slice's planning and research steps.\n     Be specific and concrete — this is the most valuable context you can transfer. -->\n\n### What the next slice should know\n- {{insightThatWouldHelpDownstreamWork}}\n\n### What's fragile\n- {{fragileAreaOrThinImplementation}} — {{whyItMatters}}\n\n[...truncated 8 sections]\n\n**Match effort to complexity.** A simple slice with 1-2 tasks needs a brief summary and lightweight verification. A complex slice with 5 tasks across multiple subsystems needs thorough verification and a detailed summary. Scale the work below accordingly.\n\nThen:\n1. Use the **Slice Summary** and **UAT** output templates from the inlined context above\n2. If a `GSD Skill Preferences` block is present in system context, use it and the `<available_skills>` catalog in your system prompt to decide which skills to load and follow for this unit, without relaxing required verification or artifact rules.\n3. Run all slice-level verification checks defined in the slice plan. All must pass before marking the slice done. If any fail, fix them first.\n4. If the slice plan includes observability/diagnostic surfaces, confirm they work. Skip this for simple slices that don't have observability sections.\n5. If the slice involved runtime behavior, fill the **Operational Readiness** section (Q8) in the slice summary: health signal, failure signal, recovery procedure, and monitoring gaps. Omit entirely for simple slices with no runtime concerns.\n6. If this slice produced evidence that a requirement changed status (Active → Validated, Active → Deferred, etc.), call `gsd_save_decision` with scope=\"requirement\", decision=\"{requirement-id}\", choice=\"{new-status}\", rationale=\"{evidence}\". Do NOT write `.gsd/REQUIREMENTS.md` directly — the engine renders it from the database.\n7. Write `/home/aux/projects/content-to-kb-automator/.gsd/milestones/M006/slices/S01/S01-SUMMARY.md` (compress all task summaries).\n8. Write `/home/aux/projects/content-to-kb-automator/.gsd/milestones/M006/slices/S01/S01-UAT.md` — a concrete UAT script with real test cases derived from the slice plan and task summaries. Include preconditions, numbered steps with expected outcomes, and edge cases. This must NOT be a placeholder or generic template — tailor every test case to what this slice actually built.\n9. Review task summaries for `key_decisions`. Append any significant decisions to `.gsd/DECISIONS.md` if missing.\n10. Review task summaries for patterns, gotchas, or non-obvious lessons learned. If any would save future agents from repeating investigation or hitting the same issues, append them to `.gsd/KNOWLEDGE.md`. Only add entries that are genuinely useful — don't pad with obvious observations.\n11. Call `gsd_complete_slice` with milestone_id, slice_id, the slice summary, and the UAT result. Do NOT manually mark the roadmap checkbox — the tool writes to the DB and renders the ROADMAP.md projection automatically.\n12. Do not run git commands — the system commits your changes and handles any merge after this unit succeeds.\n13. Update `.gsd/PROJECT.md` if it exists — refresh current state if needed.\n\n**You MUST call `gsd_complete_slice` with the slice summary and UAT content before finishing. The tool persists to both DB and disk and renders `/home/aux/projects/content-to-kb-automator/.gsd/milestones/M006/slices/S01/S01-SUMMARY.md` and `/home/aux/projects/content-to-kb-automator/.gsd/milestones/M006/slices/S01/S01-UAT.md` automatically.**\n\nWhen done, say: \"Slice S01 complete.\"","display":false,"id":"c1bf4b32","parentId":"1d3214a9","timestamp":"2026-03-30T11:02:28.565Z"}
{"type":"message","id":"f10224c8","parentId":"c1bf4b32","timestamp":"2026-03-30T11:02:34.134Z","message":{"role":"assistant","content":[{"type":"text","text":"\n\nThe verification failed because `npx tsc` and `npx vite build` were run from the project root instead of the `frontend/` directory. Let me check the current state and fix this."},{"type":"toolCall","id":"toolu_01S2uH6RMEHJZBHXrdtUhkHQ","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator/frontend && npx tsc --noEmit 2>&1; echo \"EXIT: $?\"","timeout":30}},{"type":"toolCall","id":"toolu_012SmgtDsLE5akLDgSZgbPTc","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator/frontend && npx vite build 2>&1; echo \"EXIT: $?\"","timeout":30}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":3,"output":237,"cacheRead":57564,"cacheWrite":9854,"totalTokens":67658,"cost":{"input":0.000015000000000000002,"output":0.005925000000000001,"cacheRead":0.028782,"cacheWrite":0.0615875,"total":0.0963095}},"stopReason":"toolUse","timestamp":1774868548564}}
{"type":"message","id":"5c46c464","parentId":"f10224c8","timestamp":"2026-03-30T11:02:34.439Z","message":{"role":"toolResult","toolCallId":"toolu_01S2uH6RMEHJZBHXrdtUhkHQ","toolName":"bash","content":[{"type":"text","text":"EXIT: 0\n"}],"isError":false,"timestamp":1774868554439}}
{"type":"message","id":"8ea75a01","parentId":"5c46c464","timestamp":"2026-03-30T11:02:35.304Z","message":{"role":"toolResult","toolCallId":"toolu_012SmgtDsLE5akLDgSZgbPTc","toolName":"bash","content":[{"type":"text","text":"vite v6.4.1 building for production...\ntransforming...\n✓ 47 modules transformed.\nrendering chunks...\ncomputing gzip size...\ndist/index.html                   0.45 kB │ gzip:  0.29 kB\ndist/assets/index-CDzRw7ln.css   43.13 kB │ gzip:  6.66 kB\ndist/assets/index-BAXSqn9h.js   221.53 kB │ gzip: 66.98 kB\n✓ built in 766ms\nEXIT: 0\n"}],"isError":false,"timestamp":1774868555302}}
{"type":"message","id":"3de3570f","parentId":"8ea75a01","timestamp":"2026-03-30T11:02:40.875Z","message":{"role":"assistant","content":[{"type":"text","text":"Both pass from `frontend/`. The verification gate failure was caused by running the commands from the project root (no `index.html` there, no `tsconfig.json` there). The actual code is fine — T01's own verification confirmed this.\n\nNow I'll complete the slice. Let me check if there are any decisions to append."},{"type":"toolCall","id":"toolu_01To8DqQwC3sJ3hVkVPnEnMz","name":"read","arguments":{"path":"/home/aux/projects/content-to-kb-automator/.gsd/DECISIONS.md"}},{"type":"toolCall","id":"toolu_01NnsEqZ5jjeuvp8uB2bbCe7","name":"read","arguments":{"path":"/home/aux/projects/content-to-kb-automator/.gsd/PROJECT.md"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":201,"cacheRead":67418,"cacheWrite":453,"totalTokens":68073,"cost":{"input":0.000005,"output":0.005025,"cacheRead":0.033708999999999996,"cacheWrite":0.00283125,"total":0.041570249999999996}},"stopReason":"toolUse","timestamp":1774868555303}}
{"type":"message","id":"2412f795","parentId":"3de3570f","timestamp":"2026-03-30T11:02:40.878Z","message":{"role":"toolResult","toolCallId":"toolu_01To8DqQwC3sJ3hVkVPnEnMz","toolName":"read","content":[{"type":"text","text":"# Decisions Register\n\n<!-- Append-only. Never edit or remove existing rows.\n     To reverse a decision, add a new row that supersedes it.\n     Read this file at the start of any planning or research phase. -->\n\n| # | When | Scope | Decision | Choice | Rationale | Revisable? | Made By |\n|---|------|-------|----------|--------|-----------|------------|---------|\n| D001 |  | architecture | Storage layer selection | PostgreSQL for structured data, Qdrant (existing instance at 10.0.0.10) for vector embeddings, local filesystem for transcript JSON files | Spec specifies PostgreSQL for JSONB support and Qdrant already running on hypervisor. File store on local filesystem organized by creator slug. Qdrant gets a dedicated collection, not a new instance. | Yes | collaborative |\n| D002 |  | architecture | Timestamp handling for asyncpg with TIMESTAMP WITHOUT TIME ZONE columns | Use datetime.now(timezone.utc).replace(tzinfo=None) in _now() helper | asyncpg rejects timezone-aware datetimes for TIMESTAMP WITHOUT TIME ZONE columns. Stripping tzinfo at the application layer preserves UTC semantics while staying compatible with the existing schema. | Yes | agent |\n| D003 |  | requirement | R002 Transcript Ingestion API status | validated | 6 passing integration tests prove the full POST /api/v1/ingest flow: creator auto-detection, SourceVideo upsert, TranscriptSegment bulk insert, raw JSON persistence, idempotent re-upload, and invalid input rejection. | Yes | agent |\n| D004 |  | architecture | Sync vs async approach for Celery worker pipeline tasks | Use sync openai.OpenAI, sync QdrantClient, and sync SQLAlchemy (create_engine with psycopg2) inside Celery tasks. Convert DATABASE_URL from postgresql+asyncpg:// to postgresql:// for the sync engine. | Celery workers run in a synchronous context. Using asyncio.run() inside tasks risks nested event loop errors with gevent/eventlet workers. Using sync clients throughout eliminates this class of bug entirely. The async engine/session from database.py is only used by FastAPI (ASGI); the worker gets its own sync engine. | Yes | agent |\n| D005 |  | architecture | Embedding/Qdrant failure handling strategy in pipeline | Embedding/Qdrant failures (stage 6) log errors but do not fail the pipeline. Processing_status is set by stages 2-5 only. Embeddings can be regenerated by manual re-trigger. | Qdrant is at 10.0.0.10 on the hypervisor network and may not be reachable during all pipeline runs. Making embedding a non-blocking side-effect ensures core pipeline output (KeyMoments, TechniquePages in PostgreSQL) is never lost due to vector store issues. The manual re-trigger endpoint allows regenerating embeddings at any time. | Yes | agent |\n| D006 |  | requirement | R013 Prompt Template System status | validated | 4 prompt template files in prompts/ directory loaded from configurable settings.prompts_path. Templates use XML-style content fencing. Pipeline stages read templates from disk at runtime, enabling edits without code changes. Manual re-trigger endpoint (POST /api/v1/pipeline/trigger/{video_id}) allows re-processing after prompt edits. | Yes | agent |\n| D007 | M001/S04 | architecture | Runtime review mode toggle persistence mechanism | Store review mode toggle in Redis key `chrysopedia:review_mode` with async redis client. Fall back to `settings.review_mode` config default when key is absent. | The config.py `review_mode` setting is loaded via lru_cache from environment variables and cannot be mutated at runtime. Redis is already used by the project (Celery broker, stage 4 classification data) so it adds no new infrastructure. A system_settings DB table would work but Redis is simpler for a single boolean toggle on a single-admin tool. The pipeline's stages.py reads settings.review_mode from config — the admin toggle only affects new pipeline runs if stages.py is updated to check Redis too, but that's deferred since the toggle is primarily a UI-level concept for the review queue. | Yes | agent |\n| D008 | M001/S04 | requirement | R004 Review Queue UI status | validated | All R004 capabilities delivered and verified: 9 API endpoints (approve, reject, edit, split, merge, queue list, stats, mode get/set) with 24 passing integration tests covering happy paths and error boundaries. React+TypeScript frontend with queue page (filter tabs, stats, pagination), moment detail page (all review actions with modals), and review-vs-auto mode toggle. Frontend builds with zero TypeScript errors. | Yes | agent |\n| D009 | M001/S05 | architecture | Async search service pattern for FastAPI request path | Create a separate `SearchService` class using `openai.AsyncOpenAI` and `qdrant_client.AsyncQdrantClient` for the search endpoint. Keep existing sync `EmbeddingClient` and `QdrantManager` for Celery pipeline. Search endpoint has 300ms timeout on embedding API and falls back to SQL ILIKE keyword search on Qdrant/embedding failure. | The existing EmbeddingClient and QdrantManager are sync (using `openai.OpenAI` and `QdrantClient`) because Celery tasks run synchronously. FastAPI request handlers are async — reusing sync clients would block the event loop. Creating a thin async wrapper avoids modifying the battle-tested pipeline code while providing non-blocking search. The 300ms timeout and keyword fallback ensure the search endpoint always returns results, even when Qdrant or the embedding service is degraded. | Yes | agent |\n| D010 | M001/S05 | requirement | R005 Search-First Web UI status | validated | Search endpoint (GET /api/v1/search) with async embedding + Qdrant + keyword fallback implemented and tested. Frontend Home.tsx has prominent search bar with 300ms debounced typeahead, scope toggle via URL params, nav cards for Topics/Creators, Recently Added section. SearchResults.tsx displays grouped results. 5 integration tests verify search happy path, empty query, keyword fallback, scope filter, and no-results. Frontend production build succeeds with zero TypeScript errors. | Yes | agent |\n| D011 | M001/S05 | requirement | R006 Technique Page Display status | validated | TechniquePage.tsx renders all specified sections: header with topic_category badge and topic_tags pills, creator name linked to creator detail, source_quality indicator, amber banner for unstructured content, body_sections JSONB prose (handles both string and object values), key moments index ordered by start_time, signal chains, plugins pill list, and related techniques links. Backend GET /api/v1/techniques/{slug} returns full detail with eager-loaded key_moments and related links. 404 for unknown slug tested. | Yes | agent |\n| D012 | M001/S05 | requirement | R007 Creators Browse Page status | validated | CreatorsBrowse.tsx implements genre filter pills, type-to-narrow name filter, sort toggle (Random default/A-Z/Views). Each creator row shows name, genre tags, technique_count, video_count. Links to CreatorDetail page. Backend GET /api/v1/creators supports sort=random\\|alpha\\|views and genre filter. Integration tests verify random sort, alpha sort, genre filter, detail endpoint, 404, and counts. | Yes | agent |\n| D013 | M001/S05 | requirement | R008 Topics Browse Page status | validated | TopicsBrowse.tsx renders two-level topic hierarchy (6 categories from canonical_tags.yaml with expandable sub-topics showing technique_count and creator_count). Filter input narrows categories/sub-topics. Clicking sub-topic navigates to search with scope=topics. Backend GET /api/v1/topics aggregates counts from DB per sub-topic. Integration test verifies topic hierarchy response shape. | Yes | agent |\n| D014 | M001/S05 | requirement | R014 Creator Equity status | validated | CreatorsBrowse.tsx defaults to sort=random. Backend uses func.random() ORDER BY for randomized sort. Integration test verifies random sort returns all creators (order may vary). All creators get equal visual weight in the UI — no featured/highlighted treatment. Equal-weight row layout confirmed in CSS. | Yes | agent |\n| D015 | M002/S01 | architecture | Docker network subnet for Chrysopedia on ub01 | 172.32.0.0/24 — free on ub01, replaces 172.24.0.0/24 which is used by xpltd_docs_default | 172.24.0.0/24 was already allocated to xpltd_docs_default network on ub01. Scanned all existing subnets and 172.32.0.0/24 was the first unoccupied /24 in the 172.x range. | Yes | agent |\n| D016 | M002/S01 | architecture | Embedding service for the pipeline and search — OpenWebUI doesn't serve /v1/embeddings | Add Ollama container (ollama/ollama:latest) to the compose stack running nomic-embed-text on CPU | The FYN OpenWebUI instance at chat.forgetyour.name returns 404/500 on /v1/embeddings. No Ollama instance exists on the network. Ollama provides the standard OpenAI-compatible /v1/embeddings endpoint that both EmbeddingClient and SearchService expect. | Yes | agent |\n| D017 |  | frontend | CSS theming approach for dark mode | 77 semantic CSS custom properties in :root block, all hardcoded colors replaced with var(--*) references | A complete variable-based palette enables theme switching, ensures consistency, and makes future color changes single-point edits. 77 tokens (vs ~30 initially planned) were needed to cover all semantic contexts — badges, buttons, surfaces, text, accents, shadows, and status states. Cyan (#22d3ee) replaces indigo as the accent color throughout. | Yes | agent |\n| D018 | M004/S04 | architecture | Version snapshot failure handling strategy in stage 5 | Best-effort versioning — snapshot INSERT failure logs ERROR but does not block page update (existing content overwrites proceed regardless) | Versioning is a diagnostic/benchmarking feature. Losing a version snapshot is far less damaging than failing the entire page synthesis. Follows the same non-blocking side-effect pattern established in D005 for embedding/Qdrant failures. | Yes | agent |\n| D019 | M005/S02 | frontend-layout | Technique page layout structure | CSS grid 2-column layout: 1fr main + 22rem sticky sidebar, collapsing to single column at 768px. Page max-width widened from 48rem to 64rem. | 22rem sidebar provides enough room for moment cards and plugin lists without cramming. 64rem total width accommodates both columns comfortably on standard desktop displays. Sticky sidebar keeps navigation aids visible while scrolling prose. 768px breakpoint aligns with existing mobile styles in the codebase. | Yes | agent |\n"}],"isError":false,"timestamp":1774868560877}}
{"type":"message","id":"0572dbfc","parentId":"2412f795","timestamp":"2026-03-30T11:02:40.881Z","message":{"role":"toolResult","toolCallId":"toolu_01NnsEqZ5jjeuvp8uB2bbCe7","toolName":"read","content":[{"type":"text","text":"# Chrysopedia\n\n**Knowledge base for music production techniques**, extracted from video content via an LLM-powered pipeline. Producers can search for specific techniques and find timestamped key moments, signal chains, and synthesized study guides — all derived from creator videos.\n\n## Current State\n\nFive milestones complete. The system is deployed and running on ub01 at `http://ub01:8096`.\n\n### What's Built\n\n- **Transcription pipeline** — Desktop script: video → ffmpeg audio extraction → Whisper large-v3 → timestamped transcript JSON\n- **6-stage LLM extraction pipeline** — Transcript segmentation → key moment extraction → classification/tagging → technique page synthesis → embedding/indexing. Per-stage model routing (chat vs thinking models). Resumable per-video per-stage.\n- **Article versioning** — Pre-overwrite snapshots with pipeline metadata (prompt SHA-256 hashes, model config) for benchmarking extraction quality across prompt iterations.\n- **Review queue UI** — Admin interface for approving/editing/rejecting extracted key moments.\n- **Search-first web UI** — Dark theme with cyan accents. Semantic search (Qdrant), topic/creator browse pages, technique detail pages with signal chain blocks and video source metadata.\n- **Docker Compose deployment** — API, worker, web, PostgreSQL, Redis, Qdrant, Ollama on ub01 with bind mounts at `/vmPool/r/services/chrysopedia_*`.\n- **Prompt template system** — Editable per-stage prompt files with SHA-256 tracking for reproducibility.\n- **Pipeline admin dashboard** — Admin page at `/admin/pipeline` with video list, status badges, retrigger/revoke controls, expandable event log with token usage, collapsible JSON response viewer, and live worker status indicator. Pipeline events instrumented via `PipelineEvent` model (stage, event_type, token counts, JSONB payload).\n- **Technique page 2-column layout** — Prose content (summary + study guide) on left, sidebar (key moments, signal chains, plugins, related techniques) on right at desktop widths. Sticky sidebar. Collapses to single column at ≤768px.\n- **Key moment card redesign** — Cards in sidebar show title prominently on its own line (h3), with source file, timestamp, and content type badge on a clean metadata row below.\n\n### Stack\n\n- **Backend:** FastAPI + Celery + SQLAlchemy (async) + PostgreSQL + Redis + Qdrant\n- **Frontend:** React + TypeScript + Vite\n- **LLM:** OpenAI-compatible API (DGX Sparks Qwen primary, local Ollama fallback)\n- **Deployment:** Docker Compose on ub01, nginx reverse proxy on nuc01\n\n### Milestone History\n\n| ID | Title | Status |\n|----|-------|--------|\n| M001 | Chrysopedia Foundation — Infrastructure, Pipeline Core, and Skeleton UI | ✅ Complete |\n| M002 | Deployment — GitHub, ub01 Docker Stack, and Production Wiring | ✅ Complete |\n| M003 | Domain + DNS + Per-Stage LLM Model Routing | ✅ Complete |\n| M004 | UI Polish, Bug Fixes, Technique Page Redesign, and Article Versioning | ✅ Complete |\n| M005 | Pipeline Dashboard, Technique Page Redesign, Key Moment Cards | ✅ Complete |\n"}],"isError":false,"timestamp":1774868560880}}
{"type":"message","id":"a565e1ef","parentId":"0572dbfc","timestamp":"2026-03-30T11:02:46.083Z","message":{"role":"assistant","content":[{"type":"text","text":"Both verifications pass. The task's code is sound — the gate failure was a CWD issue (commands need to run from `frontend/`). No decisions need appending (T01's key decisions are implementation details, not architectural choices worth tracking in the register).\n\nLet me verify the actual files exist and are correct:"},{"type":"toolCall","id":"toolu_01HBbQV9BAYUconqZaBhTPAa","name":"bash","arguments":{"command":"ls -la /home/aux/projects/content-to-kb-automator/frontend/src/components/AdminDropdown.tsx"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":150,"cacheRead":67871,"cacheWrite":3721,"totalTokens":71743,"cost":{"input":0.000005,"output":0.0037500000000000003,"cacheRead":0.0339355,"cacheWrite":0.023256250000000003,"total":0.06094675000000001}},"stopReason":"toolUse","timestamp":1774868560880}}
{"type":"message","id":"889b13da","parentId":"a565e1ef","timestamp":"2026-03-30T11:02:46.098Z","message":{"role":"toolResult","toolCallId":"toolu_01HBbQV9BAYUconqZaBhTPAa","toolName":"bash","content":[{"type":"text","text":"-rw-rw-r-- 1 aux aux 1924 Mar 30 11:00 /home/aux/projects/content-to-kb-automator/frontend/src/components/AdminDropdown.tsx\n"}],"isError":false,"timestamp":1774868566096}}
{"type":"message","id":"83481eae","parentId":"889b13da","timestamp":"2026-03-30T11:03:20.633Z","message":{"role":"assistant","content":[{"type":"text","text":"Good. Now complete the slice."},{"type":"toolCall","id":"toolu_01YDytJXQga2oUyVNQM9Y6jh","name":"gsd_complete_slice","arguments":{"affects":[],"deviations":"None.","drillDownPaths":[".gsd/milestones/M006/slices/S01/tasks/T01-SUMMARY.md"],"filesModified":[{"description":"New component: dropdown trigger + menu with 3 admin links, click-outside/Escape close, ARIA attributes","path":"frontend/src/components/AdminDropdown.tsx"},{"description":"Replaced 3 flat admin Links + ModeToggle with single AdminDropdown import","path":"frontend/src/App.tsx"},{"description":"Appended BEM-style dropdown CSS using existing theme custom properties","path":"frontend/src/App.css"}],"followUps":"None.","keyDecisions":["Used BEM naming convention for dropdown CSS: admin-dropdown / __trigger / __menu / __item","Used calc(100% + 0.5rem) for menu offset to add visual breathing room below the trigger"],"keyFiles":["frontend/src/components/AdminDropdown.tsx","frontend/src/App.tsx","frontend/src/App.css"],"knownLimitations":"Dropdown has no animation/transition on open/close — it appears/disappears instantly. Adequate for an admin tool.","milestoneId":"M006","narrative":"Created AdminDropdown.tsx — a self-contained dropdown component with useState toggle, useRef-based click-outside listener, Escape key handler, and proper ARIA attributes (aria-expanded, aria-haspopup, role=menu, role=menuitem). Three admin links (Review Queue, Reports, Pipeline) render as React Router Links inside the dropdown menu. Updated App.tsx to replace the three flat admin Link elements and the ModeToggle component with a single AdminDropdown. ModeToggle was not deleted — it's still imported and used by ReviewQueue.tsx. Appended BEM-style CSS (.admin-dropdown, __trigger, __menu, __item) to App.css using existing theme custom properties (--color-text-on-header, --color-bg-surface, --color-border, --color-shadow-heavy, --color-bg-surface-hover). Menu offset uses calc(100% + 0.5rem) for visual breathing room.","observabilitySurfaces":[],"oneLiner":"Header nav consolidated: Home/Topics/Creators as flat links, Admin dropdown for Review/Reports/Pipeline, ModeToggle removed from header","patternsEstablished":["Click-outside + Escape close pattern for dropdowns, adapted from Home.tsx typeahead"],"provides":["AdminDropdown component pattern for header navigation grouping"],"requirementsAdvanced":[],"requirementsInvalidated":[],"requirementsSurfaced":[],"requirementsValidated":[],"requires":[],"sliceId":"S01","sliceTitle":"Admin Navigation Dropdown + Header Cleanup","uatContent":"# S01 UAT: Admin Navigation Dropdown + Header Cleanup\n\n## Preconditions\n- Chrysopedia web UI running (http://ub01:8096 or local dev server)\n- Browser with dev tools available\n\n## Test Cases\n\n### TC-1: Header shows correct flat navigation links\n1. Navigate to the home page\n2. **Expected:** Header contains three visible flat links: \"Home\", \"Topics\", \"Creators\"\n3. **Expected:** No \"Review Queue\", \"Reports\", or \"Pipeline\" links visible in the flat nav area\n4. **Expected:** No ModeToggle (sun/moon icon) visible in the header\n\n### TC-2: Admin dropdown trigger is present\n1. Look for an \"Admin ▾\" button/trigger in the header nav area (right side)\n2. **Expected:** Trigger text reads \"Admin ▾\" (or similar with a caret indicator)\n3. **Expected:** Dropdown menu is NOT visible by default\n\n### TC-3: Clicking Admin opens dropdown with 3 links\n1. Click the \"Admin\" trigger button\n2. **Expected:** A dropdown menu appears below the trigger\n3. **Expected:** Menu contains exactly 3 items: \"Review Queue\", \"Reports\", \"Pipeline\"\n4. **Expected:** Each item is a clickable link\n\n### TC-4: Dropdown links navigate correctly\n1. Open the Admin dropdown\n2. Click \"Review Queue\"\n3. **Expected:** Navigates to /admin/review\n4. **Expected:** Dropdown closes after navigation\n5. Repeat for \"Reports\" → /admin/reports and \"Pipeline\" → /admin/pipeline\n\n### TC-5: Click outside closes dropdown\n1. Open the Admin dropdown\n2. Click anywhere outside the dropdown (e.g., the page body)\n3. **Expected:** Dropdown closes\n\n### TC-6: Escape key closes dropdown\n1. Open the Admin dropdown\n2. Press the Escape key\n3. **Expected:** Dropdown closes\n\n### TC-7: ModeToggle still works on ReviewQueue page\n1. Navigate to /admin/review (via Admin dropdown or direct URL)\n2. **Expected:** ModeToggle component is visible on the ReviewQueue page itself\n3. **Expected:** Toggling it changes the review mode (not broken by header removal)\n\n### TC-8: ARIA accessibility attributes\n1. Open browser dev tools, inspect the Admin trigger button\n2. **Expected:** Button has `aria-haspopup=\"true\"` attribute\n3. **Expected:** When closed: `aria-expanded=\"false\"`; when open: `aria-expanded=\"true\"`\n4. Inspect the dropdown menu container\n5. **Expected:** Has `role=\"menu\"` attribute\n6. Inspect each menu item link\n7. **Expected:** Each has `role=\"menuitem\"` attribute\n\n### TC-9: Dropdown styling uses theme tokens\n1. Open the Admin dropdown\n2. Inspect with dev tools\n3. **Expected:** Dropdown background uses `var(--color-bg-surface)`, not a hardcoded hex value\n4. **Expected:** Border uses `var(--color-border)`\n5. **Expected:** Shadow uses `var(--color-shadow-heavy)`\n6. Hover over a menu item\n7. **Expected:** Hover background uses `var(--color-bg-surface-hover)`","verification":"TypeScript compilation (npx tsc --noEmit) passed with zero errors from frontend/. Vite production build succeeded — 47 modules transformed, built in 766ms. Both verification commands exit 0."}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":1819,"cacheRead":71592,"cacheWrite":216,"totalTokens":73628,"cost":{"input":0.000005,"output":0.045475,"cacheRead":0.035796,"cacheWrite":0.00135,"total":0.082626}},"stopReason":"toolUse","timestamp":1774868566097}}
{"type":"message","id":"aacd89ff","parentId":"83481eae","timestamp":"2026-03-30T11:03:20.671Z","message":{"role":"toolResult","toolCallId":"toolu_01YDytJXQga2oUyVNQM9Y6jh","toolName":"gsd_complete_slice","content":[{"type":"text","text":"Completed slice S01 (M006)"}],"details":{"operation":"complete_slice","sliceId":"S01","milestoneId":"M006","summaryPath":"/home/aux/projects/content-to-kb-automator/.gsd/milestones/M006/slices/S01/S01-SUMMARY.md","uatPath":"/home/aux/projects/content-to-kb-automator/.gsd/milestones/M006/slices/S01/S01-UAT.md"},"isError":false,"timestamp":1774868600669}}
{"type":"message","id":"963be7cb","parentId":"aacd89ff","timestamp":"2026-03-30T11:03:23.292Z","message":{"role":"assistant","content":[{"type":"text","text":"Slice S01 complete."}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":10,"cacheRead":71808,"cacheWrite":1840,"totalTokens":73659,"cost":{"input":0.000005,"output":0.00025,"cacheRead":0.035904,"cacheWrite":0.0115,"total":0.04765899999999999}},"stopReason":"stop","timestamp":1774868600670}}
