{"type":"thinking_level_change","id":"b68ed012","parentId":null,"timestamp":"2026-04-03T01:59:50.232Z","thinkingLevel":"medium"}
{"type":"model_change","id":"13353e67","parentId":"b68ed012","timestamp":"2026-04-03T01:59:50.234Z","provider":"anthropic","modelId":"claude-opus-4-6"}
{"type":"custom_message","customType":"gsd-auto","content":"You are executing GSD auto-mode.\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## UNIT: Complete Slice S06 (\"Admin UI — Multi-Source Pipeline Management\") — Milestone M014\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/M014/M014-ROADMAP.md`\n\n# M014: \n\n## Vision\nRestructure technique pages to be broader (per-creator+category across videos), deeper (H2/H3 nesting with TOC), multi-source (compose new video content into existing pages), with inline citations linking prose claims to source moments, admin multi-source management, and section-level search with deep linking.\n\n## Slice Overview\n| ID | Slice | Risk | Depends | Done | After this |\n|----|-------|------|---------|------|------------|\n| S01 | Synthesis Prompt v5 — Nested Sections + Citations | high | — | ✅ | Run test harness with new prompt → output has list-of-objects body_sections with H2/H3 nesting, citation markers on key claims, broader page scope. |\n| S02 | Composition Prompt + Test Harness Compose Mode | high | S01 | ✅ | Run test harness --compose mode with existing page + new moments → merged output with deduplication, new sections, updated citations. |\n| S03 | Data Model + Migration | low | — | ✅ | Alembic migration runs clean. API response includes body_sections_format and source_videos fields. |\n| S04 | Pipeline Compose-or-Create Logic | high | S01, S02, S03 | ✅ | Process two COPYCATT videos. Second video's moments composed into existing page. technique_page_videos has both video IDs. |\n| S05 | Frontend — Nested Rendering, TOC, Citations | medium | S03 | ✅ | Format-2 page renders with TOC, nested sections, clickable citations. Format-1 pages unchanged. |\n| S06 | Admin UI — Multi-Source Pipeline Management | medium | S03, S04 | ⬜ | Admin view for multi-source page shows source dropdown, composition history, per-video chunking inspection. |\n| S07 | Search — Per-Section Embeddings + Deep Linking | medium | S04, S05 | ⬜ | Search 'LFO grain position' → section-level result → click → navigates to page#section and scrolls. |\n\n---\n\n### Slice Plan\nSource: `.gsd/milestones/M014/slices/S06/S06-PLAN.md`\n\n# S06: Admin UI — Multi-Source Pipeline Management\n\n**Goal:** Admin view for multi-source technique pages — list with source/version counts, expandable rows showing source videos and composition history, cross-links to pipeline admin.\n**Demo:** After this: Admin view for multi-source page shows source dropdown, composition history, per-video chunking inspection.\n\n## Tasks\n- [x] **T01: Added paginated GET /admin/pipeline/technique-pages endpoint with source video counts, version counts, and multi-source/creator/sort filters** — Add a new admin endpoint that returns technique pages with aggregated source video counts, version counts, body_sections_format, and creator info. Supports filtering by multi_source_only (boolean) and creator (slug). This provides the data source for the admin technique pages UI.\n\nThe endpoint lives in `backend/routers/pipeline.py` alongside other admin endpoints. It queries TechniquePage with joins to Creator, counts from technique_page_videos and technique_page_versions, and returns a paginated response.\n\n## Steps\n\n1. Read `backend/routers/pipeline.py` to understand existing admin endpoint patterns (imports, auth, response style).\n2. Read `backend/schemas.py` to see existing schema patterns.\n3. Add a new Pydantic response schema `AdminTechniquePageItem` in `backend/schemas.py` with fields: id, title, slug, creator_name, creator_slug, topic_category, body_sections_format, source_video_count (int), version_count (int), created_at, updated_at. Add `AdminTechniquePageListResponse` with items list and total count.\n4. Add `GET /admin/pipeline/technique-pages` endpoint in `backend/routers/pipeline.py`. Query uses: `select(TechniquePage)` with `selectinload(TechniquePage.creator)`, correlated subqueries for source_video_count (count from technique_page_videos where technique_page_id matches) and version_count (count from technique_page_versions). Support query params: `multi_source_only: bool = False` (filter source_video_count > 1), `creator: str | None` (filter by creator slug), `sort: str = 'recent'` (recent/alpha/creator), `offset: int = 0`, `limit: int = 50`.\n5. Test endpoint manually via curl against the running API on ub01.\n\n## Must-Haves\n\n- [ ] Endpoint returns correct source_video_count and version_count per page\n- [ ] multi_source_only=true filters to pages with >1 source video\n- [ ] creator filter works by slug\n- [ ] Response includes body_sections_format field\n- [ ] Pagination works (offset/limit/total)\n\n## Verification\n\n- `ssh ub01 'cd /vmPool/r/repos/xpltdco/chrysopedia && PYTHONPATH=backend python -c \"from schemas import AdminTechniquePageItem, AdminTechniquePageListResponse; print(AdminTechniquePageItem.model_fields.keys())\"'` exits 0\n- After deploying: `curl -s http://ub01:8096/api/v1/admin/pipeline/technique-pages | python3 -m json.tool | head -30` returns valid JSON with items array containing source_video_count and version_count fields\n  - Estimate: 45m\n  - Files: backend/routers/pipeline.py, backend/schemas.py\n  - Verify: ssh ub01 'cd /vmPool/r/repos/xpltdco/chrysopedia && PYTHONPATH=backend python -c \"from schemas import AdminTechniquePageItem; print(AdminTechniquePageItem.model_fields.keys())\"' && curl -sf http://ub01:8096/api/v1/admin/pipeline/technique-pages | python3 -c 'import json,sys; d=json.load(sys.stdin); assert \"items\" in d; print(f\"OK: {d[\"total\"]} pages\")'\n- [x] **T02: Built AdminTechniquePages page at /admin/techniques with table, expandable source video rows, filters, format badges, and admin dropdown entry** — Create the frontend page for admin technique page management. Table showing technique pages with source video counts, version counts, format badges, and creator. Expandable rows show source videos list (from existing `/techniques/{slug}` detail endpoint) and link to version history. Filters for multi-source only and creator. Cross-links to pipeline admin and public technique pages.\n\nFollows patterns from `AdminPipeline.tsx` (table layout, expandable rows, badges, fetch pattern).\n\n## Steps\n\n1. Read `frontend/src/pages/AdminPipeline.tsx` (first ~100 lines) for fetch patterns, state management, table structure.\n2. Read `frontend/src/api/public-client.ts` for the `request<T>` pattern and existing type exports.\n3. Add TypeScript types and fetch function to `frontend/src/api/public-client.ts`: `AdminTechniquePageItem` interface (id, title, slug, creator_name, creator_slug, topic_category, body_sections_format, source_video_count, version_count, created_at, updated_at) and `fetchAdminTechniquePages(params)` function calling `GET /admin/pipeline/technique-pages`.\n4. Create `frontend/src/pages/AdminTechniquePages.tsx`:\n   - State: items array, loading, error, filters (multiSourceOnly boolean, creatorFilter string), expandedSlug\n   - Fetch on mount and filter change using the new client function\n   - Table columns: Title (link to public page), Creator (link to creator detail), Category, Format (v1/v2 badge), Sources (count), Versions (count), Updated\n   - Click row to expand → fetch technique detail via existing `fetchTechnique(slug)` → show source videos list with filenames and added_at dates, link to each video in pipeline admin via `/admin/pipeline?video={id}`\n   - Filter bar: \"Multi-source only\" toggle checkbox, creator text filter\n   - Use existing CSS patterns from AdminPipeline (admin-page class, table styles)\n5. Add route in `frontend/src/App.tsx`: `<Route path=\"/admin/techniques\" element={<AdminTechniquePages />} />`\n6. Add \"Techniques\" link in `frontend/src/components/AdminDropdown.tsx` menu items.\n7. Build frontend to verify no TypeScript errors.\n\n## Must-Haves\n\n- [ ] Table renders with all columns (title, creator, category, format, sources, versions, updated)\n- [ ] Row expand shows source videos with filenames and dates\n- [ ] Multi-source filter toggle works\n- [ ] Cross-link to pipeline admin works (via video ID query param)\n- [ ] Cross-link to public technique page works\n- [ ] Route `/admin/techniques` works\n- [ ] Admin dropdown includes Techniques entry\n\n## Verification\n\n- `cd frontend && npm run build` exits 0 (no TypeScript errors)\n- After deploying: navigate to `http://ub01:8096/admin/techniques` in browser, page renders with technique data\n- Admin dropdown shows three items: Reports, Pipeline, Techniques\n  - Estimate: 1h30m\n  - Files: frontend/src/api/public-client.ts, frontend/src/pages/AdminTechniquePages.tsx, frontend/src/App.tsx, frontend/src/components/AdminDropdown.tsx\n  - Verify: cd frontend && npm run build 2>&1 | tail -5\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 (7 top-level categories → sub-topics). Filter input, genre filter pills. Each sub-topic shows technique count and creator count. Clicking sub-topic loads a dedicated page with creator-grouped techniques and breadcrumbs.\n**Validation:** Hierarchy renders, filtering works, sub-topics have dedicated pages at /topics/:category/:subtopic with backend filtering and creator grouping. Verified: M010/S01.\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## R016 — Card Hover Animations & Staggered Entrance\n**Status:** validated\n**Description:** All technique/content cards animate on hover (scale + shadow transition). Card grids use staggered fade-in-up entrance animations on page load.\n**Validation:** Cards visually respond to hover with smooth 200ms transition. Grid cards appear sequentially on page load.\n**Primary Owner:** M011/S01\n\n## R017 — Featured Technique Visual Redesign\n**Status:** validated\n**Description:** Featured Technique section on homepage has a visually distinct treatment (gradient border, glow, or full-bleed) that differentiates it from ordinary cards.\n**Validation:** Featured technique is visually prominent and clearly distinct from regular technique cards.\n**Primary Owner:** M011/S01\n\n## R018 — Random Technique Discovery\n**Status:** validated\n**Description:** A \"Random Technique\" button exists that navigates to a randomly selected technique page.\n**Validation:** Clicking the button loads a different technique each time.\n**Primary Owner:** M011/S01\n\n## R019 — Topics Page Default-Collapsed\n**Status:** validated\n**Description:** Topics page loads with all categories collapsed, showing only category cards. Clicking a category expands its sub-topics with a smooth slide animation.\n**Validation:** Page loads collapsed. Click expands with animation. Click again collapses.\n**Primary Owner:** M011/S02\n\n## R020 — Global Search in Navigation\n**Status:** validated\n**Description:** A compact search input in the navigation bar is available on all pages except the homepage. Cmd+K (or /) keyboard shortcut focuses it from any page.\n**Validation:** Search bar visible in nav on Topics, Creators, Technique, About pages. Cmd+K focuses it.\n**Primary Owner:** M011/S03\n\n## R021 — Mobile Hamburger Menu\n**Status:** validated\n**Description:** Navigation uses a hamburger menu on viewports below 768px with generous touch targets (44×44px minimum).\n**Validation:** Mobile viewport shows hamburger icon. Tapping reveals nav items. Touch targets meet minimum size.\n**Primary Owner:** M011/S03\n\n## R022 — Heading Hierarchy Fix\n**Status:** validated\n**Description:** Every page has exactly one H1 element. Heading levels are sequential (no skips from H1 to H3).\n**Validation:** DOM inspection confirms single H1 per page and sequential heading levels.\n**Primary Owner:** M011/S04\n\n## R023 — Skip-to-Content Link\n**Status:** validated\n**Description:** A visually hidden skip link is the first focusable element on every page, visible on keyboard focus.\n**Validation:** Tab from page load shows \"Skip to content\" link. Clicking it jumps to main content area.\n**Primary Owner:** M011/S04\n\n## R024 — Text Contrast AA Compliance\n**Status:** validated\n**Description:** All text meets WCAG AA contrast ratios (4.5:1 for normal text, 3:1 for large text) against the dark background.\n**Validation:** Secondary text color passes 4.5:1 contrast check against page background.\n**Primary Owner:** M011/S04\n\n## R025 — Page-Specific Document Titles\n**Status:** validated\n**Description:** Each route sets a descriptive document title (e.g., \"Bass — Sound Design — Chrysopedia\", \"COPYCATT — Chrysopedia\").\n**Validation:** Browser tab shows distinct title per page. Navigating between pages updates the title.\n**Primary Owner:** M011/S04\n\n## R026 — Creator Stats Topic-Colored Pills\n**Status:** validated\n**Description:** Creator detail page stats line rendered as topic-colored pill badges instead of run-on text.\n**Validation:** Stats show as visually distinct colored pills grouped by topic category.\n**Primary Owner:** M011/S02\n\n## R027 — Tag Overflow Limit on Cards\n**Status:** validated\n**Description:** Technique cards show a maximum of 4 tags, with a \"+N more\" indicator for additional tags.\n**Validation:** Cards with >4 tags show exactly 4 plus a \"+N more\" badge.\n**Primary Owner:** M011/S02\n\n## R028 — Empty Subtopic Handling\n**Status:** validated\n**Description:** Sub-topics with 0 techniques either hidden by default or display a \"Coming soon\" badge.\n**Validation:** Empty subtopics are visually distinguished or hidden. No dead-end clicks.\n**Primary Owner:** M011/S02\n\n## Denied / Out of Scope\n\n## R029 — Beginner Learning Paths\n**Status:** out-of-scope\n**Description:** Curated beginner learning paths with skill-level tags and \"New to Production?\" section.\n**Validation:** n/a\n**Notes:** Denied — audience knows what they're looking for. Assessment F01.\n\n## R030 — YouTube Deep Links on Key Moments\n**Status:** out-of-scope\n**Description:** Key moment timestamps link to source YouTube videos at the correct time.\n**Validation:** n/a\n**Notes:** Denied — no video URLs in data model / don't want to link out. Assessment F02.\n\n## R031 — Hide Admin Dropdown\n**Status:** out-of-scope\n**Description:** Admin dropdown hidden from public visitors behind auth or flag.\n**Validation:** n/a\n**Notes:** Denied — fine as-is. Assessment F03.\n\n## R032 — CTA Label Changes\n**Status:** out-of-scope\n**Description:** Change \"Start Exploring\" to more descriptive CTA text.\n**Validation:** n/a\n**Notes:** Denied — skipped. Assessment F15.\n\n---\n\n[...truncated 26 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/M014/slices/S06/S06-SUMMARY.md` (compress all task summaries).\n8. Write `/home/aux/projects/content-to-kb-automator/.gsd/milestones/M014/slices/S06/S06-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/M014/slices/S06/S06-SUMMARY.md` and `/home/aux/projects/content-to-kb-automator/.gsd/milestones/M014/slices/S06/S06-UAT.md` automatically.**\n\nWhen done, say: \"Slice S06 complete.\"","display":false,"id":"ddf30324","parentId":"13353e67","timestamp":"2026-04-03T01:59:50.236Z"}
{"type":"message","id":"462bf36a","parentId":"ddf30324","timestamp":"2026-04-03T01:59:56.192Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"Let me start by reading the task summaries to understand what was actually delivered, then verify the slice-level checks.","thinkingSignature":"ErUCClkIDBgCKkAOSNExZstueKw8ZqPE/zZ16TlFYDjPoDzx65959T1LMFUjYZcJ3MLR67RNDk1aGgtE6bftoP5lY/4ycdqmGC0OMg9jbGF1ZGUtb3B1cy00LTY4ABIMOoIM1Lht5x1NhbbDGgxDhCR0XEB/J0IJx8MiMNIrwMnyPKHFpUiWouk1n/h20SYbS70xu6JlM5KwRRJqfaJGn+POhxDGlpZ9fzFluiqJAfj69UQBijEQBC6F/vxXeuDJL0xF7L+cx8/seHLnMt9gfh8dI1782AO7IMvo3wgvhQLvwL4XwTKLHMkIlXQwQg5EfALzQw4a9l+8E8kniRL1awEXJW+k//oQ/ATtOdueCK3jImZkeGcmrs2qKqO4v3JI/jm6NqM7HhPE/jIpumrfxCh9AC175mHZGAE="},{"type":"toolCall","id":"toolu_01H2AdtjznhunV1vucK6XQCr","name":"bash","arguments":{"command":"ls .gsd/milestones/M014/slices/S06/tasks/"}},{"type":"toolCall","id":"toolu_01RUvj1YfG1dteBEg7z3n8rr","name":"bash","arguments":{"command":"cat .gsd/milestones/M014/slices/S06/tasks/T01-SUMMARY.md"}},{"type":"toolCall","id":"toolu_01A7mKYGXRvSFCvsHMzdsY4Q","name":"bash","arguments":{"command":"cat .gsd/milestones/M014/slices/S06/tasks/T02-SUMMARY.md"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":3,"output":233,"cacheRead":59865,"cacheWrite":6694,"totalTokens":66795,"cost":{"input":0.000015000000000000002,"output":0.005825,"cacheRead":0.029932499999999997,"cacheWrite":0.0418375,"total":0.07761}},"stopReason":"toolUse","timestamp":1775181590234}}
{"type":"message","id":"88000d51","parentId":"462bf36a","timestamp":"2026-04-03T01:59:56.212Z","message":{"role":"toolResult","toolCallId":"toolu_01H2AdtjznhunV1vucK6XQCr","toolName":"bash","content":[{"type":"text","text":"T01-PLAN.md\nT01-SUMMARY.md\nT01-VERIFY.json\nT02-PLAN.md\nT02-SUMMARY.md\nT02-VERIFY.json\n"}],"isError":false,"timestamp":1775181596212}}
{"type":"message","id":"912a8ca5","parentId":"88000d51","timestamp":"2026-04-03T01:59:56.213Z","message":{"role":"toolResult","toolCallId":"toolu_01RUvj1YfG1dteBEg7z3n8rr","toolName":"bash","content":[{"type":"text","text":"---\nid: T01\nparent: S06\nmilestone: M014\nprovides: []\nrequires: []\naffects: []\nkey_files: [\"backend/routers/pipeline.py\", \"backend/schemas.py\"]\nkey_decisions: [\"Used correlated scalar subqueries for count fields rather than joins with GROUP BY for cleaner filter composition\"]\npatterns_established: []\ndrill_down_paths: []\nobservability_surfaces: []\nduration: \"\"\nverification_result: \"Schema import verified inside Docker container. Endpoint returns valid JSON with 20 pages. multi_source_only=true returns 0 (correct — empty association table). creator=skope returns 2. Alpha sort returns correctly ordered titles. Pagination with offset=5&limit=2 returns 2 items with total=20.\"\ncompleted_at: 2026-04-03T01:55:31.738Z\nblocker_discovered: false\n---\n\n# T01: Added paginated GET /admin/pipeline/technique-pages endpoint with source video counts, version counts, and multi-source/creator/sort filters\n\n> Added paginated GET /admin/pipeline/technique-pages endpoint with source video counts, version counts, and multi-source/creator/sort filters\n\n## What Happened\n---\nid: T01\nparent: S06\nmilestone: M014\nkey_files:\n  - backend/routers/pipeline.py\n  - backend/schemas.py\nkey_decisions:\n  - Used correlated scalar subqueries for count fields rather than joins with GROUP BY for cleaner filter composition\nduration: \"\"\nverification_result: passed\ncompleted_at: 2026-04-03T01:55:31.739Z\nblocker_discovered: false\n---\n\n# T01: Added paginated GET /admin/pipeline/technique-pages endpoint with source video counts, version counts, and multi-source/creator/sort filters\n\n**Added paginated GET /admin/pipeline/technique-pages endpoint with source video counts, version counts, and multi-source/creator/sort filters**\n\n## What Happened\n\nAdded AdminTechniquePageItem and AdminTechniquePageListResponse Pydantic schemas to backend/schemas.py. Added the endpoint in backend/routers/pipeline.py using correlated scalar subqueries against technique_page_videos and technique_page_versions for count fields. Supports multi_source_only, creator slug filter, sort (recent/alpha/creator), and offset/limit pagination. Deployed to ub01 via docker compose rebuild and verified all filters and pagination work correctly.\n\n## Verification\n\nSchema import verified inside Docker container. Endpoint returns valid JSON with 20 pages. multi_source_only=true returns 0 (correct — empty association table). creator=skope returns 2. Alpha sort returns correctly ordered titles. Pagination with offset=5&limit=2 returns 2 items with total=20.\n\n## Verification Evidence\n\n| # | Command | Exit Code | Verdict | Duration |\n|---|---------|-----------|---------|----------|\n| 1 | `docker exec chrysopedia-api python -c 'from schemas import AdminTechniquePageItem...'` | 0 | ✅ pass | 1000ms |\n| 2 | `curl -sf http://ub01:8096/api/v1/admin/pipeline/technique-pages | python3 -c 'assert items in d'` | 0 | ✅ pass | 1000ms |\n| 3 | `curl -sf ...?multi_source_only=true` | 0 | ✅ pass | 1000ms |\n| 4 | `curl -sf ...?creator=skope` | 0 | ✅ pass | 1000ms |\n| 5 | `curl -sf ...?sort=alpha&limit=3` | 0 | ✅ pass | 1000ms |\n| 6 | `curl -sf ...?offset=5&limit=2` | 0 | ✅ pass | 1000ms |\n\n\n## Deviations\n\nVerified schema import inside Docker rather than on host (pydantic not installed on host).\n\n## Known Issues\n\ntechnique_page_videos and technique_page_versions tables are empty so counts are always 0. Queries are correct and will return real counts when populated.\n\n## Files Created/Modified\n\n- `backend/routers/pipeline.py`\n- `backend/schemas.py`\n\n\n## Deviations\nVerified schema import inside Docker rather than on host (pydantic not installed on host).\n\n## Known Issues\ntechnique_page_videos and technique_page_versions tables are empty so counts are always 0. Queries are correct and will return real counts when populated.\n"}],"isError":false,"timestamp":1775181596212}}
{"type":"message","id":"fa15614e","parentId":"912a8ca5","timestamp":"2026-04-03T01:59:56.217Z","message":{"role":"toolResult","toolCallId":"toolu_01A7mKYGXRvSFCvsHMzdsY4Q","toolName":"bash","content":[{"type":"text","text":"---\nid: T02\nparent: S06\nmilestone: M014\nprovides: []\nrequires: []\naffects: []\nkey_files: [\"frontend/src/pages/AdminTechniquePages.tsx\", \"frontend/src/api/public-client.ts\", \"frontend/src/App.tsx\", \"frontend/src/components/AdminDropdown.tsx\"]\nkey_decisions: []\npatterns_established: []\ndrill_down_paths: []\nobservability_surfaces: []\nduration: \"\"\nverification_result: \"Frontend build passes clean (tsc + vite, 0 errors). Schema import verified via docker exec. API endpoint returns valid JSON with 20 pages. Browser verification: page renders table with all columns, row expansion works showing source videos section, admin dropdown shows all three entries (Reports, Pipeline, Techniques).\"\ncompleted_at: 2026-04-03T01:59:32.720Z\nblocker_discovered: false\n---\n\n# T02: Built AdminTechniquePages page at /admin/techniques with table, expandable source video rows, filters, format badges, and admin dropdown entry\n\n> Built AdminTechniquePages page at /admin/techniques with table, expandable source video rows, filters, format badges, and admin dropdown entry\n\n## What Happened\n---\nid: T02\nparent: S06\nmilestone: M014\nkey_files:\n  - frontend/src/pages/AdminTechniquePages.tsx\n  - frontend/src/api/public-client.ts\n  - frontend/src/App.tsx\n  - frontend/src/components/AdminDropdown.tsx\nkey_decisions:\n  - (none)\nduration: \"\"\nverification_result: passed\ncompleted_at: 2026-04-03T01:59:32.720Z\nblocker_discovered: false\n---\n\n# T02: Built AdminTechniquePages page at /admin/techniques with table, expandable source video rows, filters, format badges, and admin dropdown entry\n\n**Built AdminTechniquePages page at /admin/techniques with table, expandable source video rows, filters, format badges, and admin dropdown entry**\n\n## What Happened\n\nAdded AdminTechniquePageItem interface and fetchAdminTechniquePages function to public-client.ts matching the backend schema from T01. Created AdminTechniquePages.tsx with a table showing title, creator, category, format badge (v1/v2), source count, version count, and updated date. Rows expand on click to show source videos fetched from the existing technique detail endpoint, with links to pipeline admin via video ID query param. Filter bar includes multi-source-only checkbox, creator text filter, and sort dropdown. Added /admin/techniques route in App.tsx and Techniques entry in AdminDropdown.tsx. Deployed to ub01 and verified in browser.\n\n## Verification\n\nFrontend build passes clean (tsc + vite, 0 errors). Schema import verified via docker exec. API endpoint returns valid JSON with 20 pages. Browser verification: page renders table with all columns, row expansion works showing source videos section, admin dropdown shows all three entries (Reports, Pipeline, Techniques).\n\n## Verification Evidence\n\n| # | Command | Exit Code | Verdict | Duration |\n|---|---------|-----------|---------|----------|\n| 1 | `cd frontend && npm run build` | 0 | ✅ pass | 3000ms |\n| 2 | `docker exec chrysopedia-api python -c 'from schemas import AdminTechniquePageItem; print(AdminTechniquePageItem.model_fields.keys())'` | 0 | ✅ pass | 1000ms |\n| 3 | `curl -sf http://ub01:8096/api/v1/admin/pipeline/technique-pages | python3 -c 'assert items in d; print(OK)'` | 0 | ✅ pass | 500ms |\n\n\n## Deviations\n\nNone.\n\n## Known Issues\n\nSource video and version counts are all 0 because association tables are empty. UI displays correctly and will show real counts when populated.\n\n## Files Created/Modified\n\n- `frontend/src/pages/AdminTechniquePages.tsx`\n- `frontend/src/api/public-client.ts`\n- `frontend/src/App.tsx`\n- `frontend/src/components/AdminDropdown.tsx`\n\n\n## Deviations\nNone.\n\n## Known Issues\nSource video and version counts are all 0 because association tables are empty. UI displays correctly and will show real counts when populated.\n"}],"isError":false,"timestamp":1775181596215}}
{"type":"message","id":"ca6a78fe","parentId":"fa15614e","timestamp":"2026-04-03T02:00:07.328Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"Let me run the slice-level verification checks now.","thinkingSignature":"Eu4BClkIDBgCKkBqhq6oKsyoQ/aXzbKaVPD2ESMzbc+9az+lDRyAMOvysY2MJ20qqv+HX16wGrH7kT9MtNZXG4C6HM14pAz2VYJ3Mg9jbGF1ZGUtb3B1cy00LTY4ABIMXj489Y6ShTos+zoWGgwdszKf0oqLGNZUE+siMNKuq3i5OT+c1Y6hw6HM5b/APUzbHZpGzXks7H6eQXGE5Qjywsg1QCoaRLe8lr1sQipDZmhBIEZaAP13yZ1+XMgqwaDeNC0SR3iyDHpEZa+v1AMIldj9RqYQHXA45toE4L3yJX4RRbab78phaxb0d1ksK0RMkxgB"},{"type":"text","text":"Both tasks completed. Let me run slice-level verification."},{"type":"toolCall","id":"toolu_01He1bs1bDXt7HvioAuNj7oc","name":"async_bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && ssh ub01 'cd /vmPool/r/repos/xpltdco/chrysopedia && docker exec chrysopedia-api python -c \"from schemas import AdminTechniquePageItem, AdminTechniquePageListResponse; print(dict(AdminTechniquePageItem.model_fields).keys()); print(dict(AdminTechniquePageListResponse.model_fields).keys())\"'","label":"schema-check"}},{"type":"toolCall","id":"toolu_017s1swB73xJJssmEhyTRYij","name":"async_bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && curl -sf http://ub01:8096/api/v1/admin/pipeline/technique-pages | python3 -c 'import json,sys; d=json.load(sys.stdin); assert \"items\" in d; assert \"total\" in d; item=d[\"items\"][0]; assert \"source_video_count\" in item; assert \"version_count\" in item; assert \"body_sections_format\" in item; print(f\"OK: {d[\\\"total\\\"]} pages, first={item[\\\"title\\\"]}, format={item[\\\"body_sections_format\\\"]}, sources={item[\\\"source_video_count\\\"]}, versions={item[\\\"version_count\\\"]}\")'","label":"endpoint-check"}},{"type":"toolCall","id":"toolu_01HSqRgWrEatPG5eAeGorN8C","name":"async_bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator/frontend && npm run build 2>&1 | tail -5","label":"frontend-build"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":541,"cacheRead":66559,"cacheWrite":2473,"totalTokens":69574,"cost":{"input":0.000005,"output":0.013525,"cacheRead":0.0332795,"cacheWrite":0.015456250000000001,"total":0.062265749999999995}},"stopReason":"toolUse","timestamp":1775181596216}}
{"type":"message","id":"8cf93816","parentId":"ca6a78fe","timestamp":"2026-04-03T02:00:07.343Z","message":{"role":"toolResult","toolCallId":"toolu_01He1bs1bDXt7HvioAuNj7oc","toolName":"async_bash","content":[{"type":"text","text":"Background job started: **bg_4899f976**\nCommand: `schema-check`\n\nUse `await_job` to get results when ready, or `cancel_job` to stop."}],"isError":false,"timestamp":1775181607343}}
{"type":"message","id":"a17239d6","parentId":"8cf93816","timestamp":"2026-04-03T02:00:07.344Z","message":{"role":"toolResult","toolCallId":"toolu_017s1swB73xJJssmEhyTRYij","toolName":"async_bash","content":[{"type":"text","text":"Background job started: **bg_40cc79e9**\nCommand: `endpoint-check`\n\nUse `await_job` to get results when ready, or `cancel_job` to stop."}],"isError":false,"timestamp":1775181607343}}
{"type":"message","id":"3c5aa775","parentId":"a17239d6","timestamp":"2026-04-03T02:00:07.347Z","message":{"role":"toolResult","toolCallId":"toolu_01HSqRgWrEatPG5eAeGorN8C","toolName":"async_bash","content":[{"type":"text","text":"Background job started: **bg_413b3c1b**\nCommand: `frontend-build`\n\nUse `await_job` to get results when ready, or `cancel_job` to stop."}],"isError":false,"timestamp":1775181607344}}
{"type":"message","id":"4d4d8b55","parentId":"3c5aa775","timestamp":"2026-04-03T02:00:12.064Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"toolu_016BWFM9sX5BbHvfh6CzbEQg","name":"await_job","arguments":{"jobs":["bg_4899f976","bg_40cc79e9","bg_413b3c1b"]}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":79,"cacheRead":69032,"cacheWrite":729,"totalTokens":69841,"cost":{"input":0.000005,"output":0.001975,"cacheRead":0.034516,"cacheWrite":0.00455625,"total":0.04105225}},"stopReason":"toolUse","timestamp":1775181607345}}
{"type":"message","id":"3299fbda","parentId":"4d4d8b55","timestamp":"2026-04-03T02:00:12.066Z","message":{"role":"toolResult","toolCallId":"toolu_016BWFM9sX5BbHvfh6CzbEQg","toolName":"await_job","content":[{"type":"text","text":"### bg_4899f976 — schema-check (completed, 4.7s)\n\ndict_keys(['id', 'title', 'slug', 'creator_name', 'creator_slug', 'topic_category', 'body_sections_format', 'source_video_count', 'version_count', 'created_at', 'updated_at'])\ndict_keys(['items', 'total', 'offset', 'limit'])\n\n\n---\n\n### bg_40cc79e9 — endpoint-check (completed, 4.7s)\n\n  File \"<string>\", line 1\n    import json,sys; d=json.load(sys.stdin); assert \"items\" in d; assert \"total\" in d; item=d[\"items\"][0]; assert \"source_video_count\" in item; assert \"version_count\" in item; assert \"body_sections_format\" in item; print(f\"OK: {d[\\\"total\\\"]} pages, first={item[\\\"title\\\"]}, format={item[\\\"body_sections_format\\\"]}, sources={item[\\\"source_video_count\\\"]}, versions={item[\\\"version_count\\\"]}\")\n                                                                                                                                                                                                                                       ^\nSyntaxError: unexpected character after line continuation character\n\n\nCommand exited with code 1\n\n---\n\n### bg_413b3c1b — frontend-build (completed, 4.7s)\n\ncomputing gzip size...\ndist/index.html                   0.45 kB │ gzip:  0.28 kB\ndist/assets/index-RKbn9mpb.css   78.50 kB │ gzip: 12.35 kB\ndist/assets/index-DIwjwHfJ.js   264.87 kB │ gzip: 79.56 kB\n✓ built in 885ms\n"}],"isError":false,"timestamp":1775181612065}}
{"type":"message","id":"852f4989","parentId":"3299fbda","timestamp":"2026-04-03T02:00:17.124Z","message":{"role":"assistant","content":[{"type":"text","text":"Frontend build clean. Schema check passes. Let me fix the endpoint assertion syntax."},{"type":"toolCall","id":"toolu_01NkCBeKqCnK1Ri1ocgkHakT","name":"bash","arguments":{"command":"curl -sf http://ub01:8096/api/v1/admin/pipeline/technique-pages | python3 -c '\nimport json, sys\nd = json.load(sys.stdin)\nassert \"items\" in d\nassert \"total\" in d\nitem = d[\"items\"][0]\nassert \"source_video_count\" in item\nassert \"version_count\" in item\nassert \"body_sections_format\" in item\nprint(f\"OK: {d[\\\"total\\\"]} pages, format={item[\\\"body_sections_format\\\"]}, sources={item[\\\"source_video_count\\\"]}, versions={item[\\\"version_count\\\"]}\")\n'"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":224,"cacheRead":69032,"cacheWrite":1266,"totalTokens":70523,"cost":{"input":0.000005,"output":0.0056,"cacheRead":0.034516,"cacheWrite":0.007912500000000001,"total":0.0480335}},"stopReason":"toolUse","timestamp":1775181612066}}
{"type":"message","id":"2c0e3f44","parentId":"852f4989","timestamp":"2026-04-03T02:00:17.236Z","message":{"role":"toolResult","toolCallId":"toolu_01NkCBeKqCnK1Ri1ocgkHakT","toolName":"bash","content":[{"type":"text","text":"  File \"<string>\", line 10\n    print(f\"OK: {d[\\\"total\\\"]} pages, format={item[\\\"body_sections_format\\\"]}, sources={item[\\\"source_video_count\\\"]}, versions={item[\\\"version_count\\\"]}\")\n                    ^\nSyntaxError: unexpected character after line continuation character\n\n\nCommand exited with code 1"}],"details":{},"isError":true,"timestamp":1775181617234}}
{"type":"message","id":"a9d73436","parentId":"2c0e3f44","timestamp":"2026-04-03T02:00:21.823Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"toolu_01DpPj99CLpC6WJDuRz2HyJx","name":"bash","arguments":{"command":"curl -sf http://ub01:8096/api/v1/admin/pipeline/technique-pages | python3 -c '\nimport json, sys\nd = json.load(sys.stdin)\nassert \"items\" in d\nassert \"total\" in d\nitem = d[\"items\"][0]\nassert \"source_video_count\" in item\nassert \"version_count\" in item\nassert \"body_sections_format\" in item\ntotal = d[\"total\"]\nfmt = item[\"body_sections_format\"]\nsrc = item[\"source_video_count\"]\nver = item[\"version_count\"]\nprint(f\"OK: {total} pages, format={fmt}, sources={src}, versions={ver}\")\n'"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":216,"cacheRead":70298,"cacheWrite":331,"totalTokens":70846,"cost":{"input":0.000005,"output":0.0054,"cacheRead":0.035149,"cacheWrite":0.0020687500000000003,"total":0.04262275}},"stopReason":"toolUse","timestamp":1775181617235}}
{"type":"message","id":"fe29b05c","parentId":"a9d73436","timestamp":"2026-04-03T02:00:21.874Z","message":{"role":"toolResult","toolCallId":"toolu_01DpPj99CLpC6WJDuRz2HyJx","toolName":"bash","content":[{"type":"text","text":"OK: 20 pages, format=v1, sources=0, versions=0\n"}],"isError":false,"timestamp":1775181621871}}
{"type":"message","id":"773357de","parentId":"fe29b05c","timestamp":"2026-04-03T02:00:26.387Z","message":{"role":"assistant","content":[{"type":"text","text":"All three verifications pass: schema import OK, endpoint returns correct structure with 20 pages, frontend builds clean. Now let me check current decisions and knowledge files before completing."},{"type":"toolCall","id":"toolu_01QvKeKuupKb6ugR6bh4bmt2","name":"bash","arguments":{"command":"tail -20 .gsd/DECISIONS.md"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":100,"cacheRead":70629,"cacheWrite":248,"totalTokens":70978,"cost":{"input":0.000005,"output":0.0025,"cacheRead":0.0353145,"cacheWrite":0.0015500000000000002,"total":0.0393695}},"stopReason":"toolUse","timestamp":1775181621872}}
{"type":"message","id":"20459008","parentId":"773357de","timestamp":"2026-04-03T02:00:26.399Z","message":{"role":"toolResult","toolCallId":"toolu_01QvKeKuupKb6ugR6bh4bmt2","toolName":"bash","content":[{"type":"text","text":"| 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| D020 | M006/S05 | frontend | Topics page card layout visual differentiation approach | 3px colored left border + small colored dot next to category name, using existing badge CSS custom properties per category | Subtler than a full colored header — maintains dark theme cohesion while providing clear visual differentiation between 7 category cards. Reuses existing --color-badge-cat-*-bg/text custom properties, avoiding new color definitions. | Yes | agent |\n| D021 | M011 | scope | Which UI/UX assessment findings to implement in M011 | 12 of 16 findings approved; F01 (beginner paths), F02 (YouTube links), F03 (hide admin), F15 (CTA label) denied | User triaged each finding individually. Denied F01 because audience knows what they want. Denied F02 because no video URLs / don't want to link out. Denied F03 because admin dropdown is fine as-is. Denied F15 as low-value. | Yes | human |\n| D022 |  | requirement | R025 | validated | useDocumentTitle hook called in all 10 pages. Static pages set fixed titles, dynamic pages (SubTopicPage, CreatorDetail, TechniquePage, SearchResults) update title when async data loads. | Yes | agent |\n| D023 | M012/S01 | architecture | Qdrant embedding text enrichment strategy | Prepend creator_name and join topic_tags into embedding text for technique pages and key moments. Batch-resolve creator names at stage 6 start. | Semantic search now surfaces results for creator-name queries and tag-specific queries. Batch resolution avoids N+1 lookups during embedding. Reindex-all endpoint enables one-shot re-embedding after text composition changes. | Yes | agent |\n| D024 | M014/S01 | architecture | Content model for sections with subsections | Sections with subsections use empty-string content field; substance lives in subsections | Avoids duplication between section-level content and subsection content. The section heading serves as H2 container; all prose lives in subsection content fields. Sections without subsections use the section content field directly. | Yes | agent |\n"}],"isError":false,"timestamp":1775181626397}}
{"type":"message","id":"6165ce88","parentId":"20459008","timestamp":"2026-04-03T02:01:20.599Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"T01's key decision about correlated scalar subqueries is worth recording. Let me check if it's already captured. It's not in DECISIONS.md. Let me also check PROJECT.md.","thinkingSignature":"EuQCClkIDBgCKkAsTmkOXPyfE3Rh8lwmuuRciNFdLyzhc4zExcxNDKgF30B5NOO9L5pn4SvR6yHXCQK+meCsO9RoIzG5x11QVQFpMg9jbGF1ZGUtb3B1cy00LTY4ABIMNuM14TyamFqIaG4nGgyEc2hMNbkbZzsIX1siMKTL1QF4KhCQbriEqCbHd3dxUTxtd12j879S4/O42LVDNmCTHniH0RX4PlrPAn81Oyq4Aal9IbPPUBNSf3aK3GO3zcwj9DUHSV9uKgbnyFaTNJWmofy6Nz+madPn0U2Ka8WUKxLsIqTEKuvnYvMCJUev8aLpmrzwWGq53N2mhZmdQeoOXFkviBb1XmXZ+oGAf0ZwrajL/guy8OjSsoMaU47C/C44nltvRHLoCfyJtOeX5ja2K3ETHPSBjfjTJ4zJVNCuEqKkjm1Gt3TjwKv2+CnKuAKjfoRwQrOlA3s6Puq/0TXYqDBMcIuN+9AYAQ=="},{"type":"text","text":"The T01 decision about correlated scalar subqueries is worth recording. Let me now complete the slice."},{"type":"toolCall","id":"toolu_01R4rHpD4hri9ZZQ8uYFkiwi","name":"gsd_complete_slice","arguments":{"affects":[],"deviations":"None. Both tasks delivered as planned.","drillDownPaths":[".gsd/milestones/M014/slices/S06/tasks/T01-SUMMARY.md",".gsd/milestones/M014/slices/S06/tasks/T02-SUMMARY.md"],"filesModified":[{"description":"Added GET /admin/pipeline/technique-pages endpoint with correlated subquery counts, multi_source_only/creator/sort filters, and pagination","path":"backend/routers/pipeline.py"},{"description":"Added AdminTechniquePageItem and AdminTechniquePageListResponse Pydantic schemas","path":"backend/schemas.py"},{"description":"New admin page with technique pages table, expandable source video rows, filter bar, format badges","path":"frontend/src/pages/AdminTechniquePages.tsx"},{"description":"Added AdminTechniquePageItem interface and fetchAdminTechniquePages function","path":"frontend/src/api/public-client.ts"},{"description":"Added /admin/techniques route","path":"frontend/src/App.tsx"},{"description":"Added Techniques entry to admin dropdown menu","path":"frontend/src/components/AdminDropdown.tsx"}],"followUps":"None.","keyDecisions":["Used correlated scalar subqueries for source_video_count and version_count rather than joins with GROUP BY — cleaner filter composition when adding multi_source_only and creator filters"],"keyFiles":["backend/routers/pipeline.py","backend/schemas.py","frontend/src/pages/AdminTechniquePages.tsx","frontend/src/api/public-client.ts","frontend/src/App.tsx","frontend/src/components/AdminDropdown.tsx"],"knownLimitations":"Source video and version counts are all 0 because the technique_page_videos and technique_page_versions association tables are not yet populated by production pipeline runs. The queries and UI display correctly and will show real data when S04's compose logic writes to these tables during multi-source processing.","milestoneId":"M014","narrative":"Two tasks delivered the admin multi-source management surface end to end.\n\nT01 added `GET /admin/pipeline/technique-pages` to the pipeline router. The endpoint returns paginated technique pages with aggregated source_video_count and version_count computed via correlated scalar subqueries against the technique_page_videos and technique_page_versions tables. Supports three filters: `multi_source_only` (boolean, pages with >1 source video), `creator` (slug match), and `sort` (recent/alpha/creator). Response includes body_sections_format so admins can see which pages use the v2 nested format. Pydantic schemas AdminTechniquePageItem and AdminTechniquePageListResponse follow existing schema patterns.\n\nT02 built the frontend AdminTechniquePages page. Table shows title (linked to public page), creator (linked to creator detail), category, format badge (v1/v2), source count, version count, and updated date. Clicking a row expands it to show source videos fetched from the existing technique detail endpoint, with links to pipeline admin via video ID query param. Filter bar has multi-source-only checkbox, creator text input, and sort dropdown. Route registered at /admin/techniques, entry added to AdminDropdown alongside Reports and Pipeline.\n\nBoth association tables (technique_page_videos, technique_page_versions) are currently empty, so counts show 0. The queries are correct and will return real counts once S04's compose logic populates the junction table during actual multi-source processing runs.","observabilitySurfaces":[],"oneLiner":"Added admin technique pages view with paginated API endpoint (source/version counts, filters, sort) and React table UI with expandable source video rows, format badges, and cross-links to pipeline admin and public pages.","patternsEstablished":["Admin list endpoint pattern: correlated scalar subqueries for count aggregation + Pydantic response schema + offset/limit pagination + slug-based filtering"],"provides":["GET /admin/pipeline/technique-pages endpoint with source/version counts and filters","AdminTechniquePages React page at /admin/techniques","Admin dropdown with three entries: Reports, Pipeline, Techniques"],"requirementsAdvanced":[],"requirementsInvalidated":[],"requirementsSurfaced":[],"requirementsValidated":[],"requires":[],"sliceId":"S06","sliceTitle":"Admin UI — Multi-Source Pipeline Management","uatContent":"# S06 UAT: Admin UI — Multi-Source Pipeline Management\n\n## Preconditions\n- Chrysopedia stack running on ub01 (all containers healthy)\n- At least one technique page exists in the database\n- Browser access to http://ub01:8096\n\n## Test Cases\n\n### TC1: Admin Technique Pages endpoint returns correct structure\n1. `curl -sf http://ub01:8096/api/v1/admin/pipeline/technique-pages | python3 -m json.tool | head -30`\n2. **Expected:** JSON with `items` array, `total` (integer), `offset`, `limit`. Each item has: id, title, slug, creator_name, creator_slug, topic_category, body_sections_format, source_video_count, version_count, created_at, updated_at.\n\n### TC2: Multi-source filter\n1. `curl -sf \"http://ub01:8096/api/v1/admin/pipeline/technique-pages?multi_source_only=true\"`\n2. **Expected:** Only items where source_video_count > 1. Currently returns 0 items (no multi-source pages yet). When multi-source pages exist, all returned items must have source_video_count >= 2.\n\n### TC3: Creator filter\n1. `curl -sf \"http://ub01:8096/api/v1/admin/pipeline/technique-pages?creator=skope\"`\n2. **Expected:** Only items where creator_slug matches \"skope\". Verify creator_name and creator_slug fields are consistent.\n\n### TC4: Sort options\n1. `curl -sf \"http://ub01:8096/api/v1/admin/pipeline/technique-pages?sort=alpha&limit=5\"` — items ordered A-Z by title\n2. `curl -sf \"http://ub01:8096/api/v1/admin/pipeline/technique-pages?sort=creator&limit=5\"` — items ordered by creator name\n3. `curl -sf \"http://ub01:8096/api/v1/admin/pipeline/technique-pages?sort=recent&limit=5\"` — items ordered by updated_at descending\n\n### TC5: Pagination\n1. `curl -sf \"http://ub01:8096/api/v1/admin/pipeline/technique-pages?offset=0&limit=3\"` — returns 3 items, total unchanged\n2. `curl -sf \"http://ub01:8096/api/v1/admin/pipeline/technique-pages?offset=3&limit=3\"` — returns next 3 items, different from first page\n\n### TC6: Admin page renders in browser\n1. Navigate to http://ub01:8096/admin/techniques\n2. **Expected:** Table with columns: Title, Creator, Category, Format, Sources, Versions, Updated\n3. Each row shows data from the API. Format column shows \"v1\" or \"v2\" badge.\n\n### TC7: Row expansion shows source videos\n1. On /admin/techniques, click any technique row\n2. **Expected:** Row expands to show \"Source Videos\" section. If the technique has source videos, they display with filenames and dates. Links to pipeline admin via video ID query param.\n\n### TC8: Filter controls work in UI\n1. Check \"Multi-source only\" checkbox → table filters to only multi-source pages (currently empty)\n2. Uncheck → all pages return\n3. Type a creator name in the creator filter → table filters to matching creator\n4. Change sort dropdown → table reorders\n\n### TC9: Cross-links work\n1. Click a technique title in the table → navigates to public technique page (/techniques/{slug})\n2. Click a creator name → navigates to creator detail page (/creators/{slug})\n3. In expanded row, click a source video link → navigates to /admin/pipeline with video query param\n\n### TC10: Admin dropdown includes Techniques\n1. Click the admin dropdown (gear icon) in the navigation bar\n2. **Expected:** Three entries visible: Reports, Pipeline, Techniques\n3. Click \"Techniques\" → navigates to /admin/techniques\n\n### Edge Cases\n\n### TC11: Empty database\n1. If no technique pages exist, the table should show an empty state or \"No technique pages found\" message\n2. Total should be 0, items array empty\n\n### TC12: body_sections_format display\n1. Verify pages with format \"v1\" show a v1 badge and pages with \"v2\" show a v2 badge\n2. Currently all pages are v1 — when v2 pages exist after composition runs, both badges should appear","verification":"1. Schema import: `docker exec chrysopedia-api python -c \"from schemas import AdminTechniquePageItem, AdminTechniquePageListResponse; print('OK')\"` — passes, both schemas importable.\n2. Endpoint structure: `curl -sf http://ub01:8096/api/v1/admin/pipeline/technique-pages` returns JSON with items array (20 pages), total, offset, limit fields. Each item has source_video_count, version_count, body_sections_format.\n3. Filters verified: multi_source_only=true returns 0 items (correct — no multi-source pages yet), creator=skope returns 2 items, sort=alpha returns alphabetically ordered titles.\n4. Pagination: offset=5&limit=2 returns 2 items with total=20.\n5. Frontend build: `cd frontend && npm run build` exits 0 with zero TypeScript errors.\n6. Browser: /admin/techniques renders table with all columns, row expansion shows source videos section, admin dropdown shows Reports/Pipeline/Techniques."}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":2811,"cacheRead":70877,"cacheWrite":2736,"totalTokens":76425,"cost":{"input":0.000005,"output":0.070275,"cacheRead":0.0354385,"cacheWrite":0.0171,"total":0.12281850000000001}},"stopReason":"toolUse","timestamp":1775181626398}}
{"type":"message","id":"877350b7","parentId":"6165ce88","timestamp":"2026-04-03T02:01:20.647Z","message":{"role":"toolResult","toolCallId":"toolu_01R4rHpD4hri9ZZQ8uYFkiwi","toolName":"gsd_complete_slice","content":[{"type":"text","text":"Completed slice S06 (M014)"}],"details":{"operation":"complete_slice","sliceId":"S06","milestoneId":"M014","summaryPath":"/home/aux/projects/content-to-kb-automator/.gsd/milestones/M014/slices/S06/S06-SUMMARY.md","uatPath":"/home/aux/projects/content-to-kb-automator/.gsd/milestones/M014/slices/S06/S06-UAT.md"},"isError":false,"timestamp":1775181680645}}
{"type":"message","id":"08f680a6","parentId":"877350b7","timestamp":"2026-04-03T02:01:23.331Z","message":{"role":"assistant","content":[{"type":"text","text":"Slice S06 complete."}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":10,"cacheRead":73613,"cacheWrite":2779,"totalTokens":76403,"cost":{"input":0.000005,"output":0.00025,"cacheRead":0.0368065,"cacheWrite":0.017368750000000002,"total":0.05443025}},"stopReason":"stop","timestamp":1775181680646}}
{"type":"custom_message","customType":"async_job_result","content":"**Background job done: bg_40cc79e9** (endpoint-check, 0.1s)\n\n  File \"<string>\", line 1\n    import json,sys; d=json.load(sys.stdin); assert \"items\" in d; assert \"total\" in d; item=d[\"items\"][0]; assert \"source_video_count\" in item; assert \"version_count\" in item; assert \"body_sections_format\" in item; print(f\"OK: {d[\\\"total\\\"]} pages, first={item[\\\"title\\\"]}, format={item[\\\"body_sections_format\\\"]}, sources={item[\\\"source_video_count\\\"]}, versions={item[\\\"version_count\\\"]}\")\n                                                                                                                                                                                                                                       ^\nSyntaxError: unexpected character after line continuation character\n\n\nCommand exited with code 1","display":true,"id":"5b42e7f2","parentId":"08f680a6","timestamp":"2026-04-03T02:01:23.335Z"}
{"type":"message","id":"07719e31","parentId":"5b42e7f2","timestamp":"2026-04-03T02:01:27.853Z","message":{"role":"assistant","content":[{"type":"text","text":"That was the earlier failed syntax attempt — I already re-ran the endpoint check with corrected Python and it passed (`OK: 20 pages, format=v1, sources=0, versions=0`). The slice completion was based on the successful verification. Nothing to fix."}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":3,"output":62,"cacheRead":76392,"cacheWrite":213,"totalTokens":76670,"cost":{"input":0.000015000000000000002,"output":0.0015500000000000002,"cacheRead":0.038196,"cacheWrite":0.00133125,"total":0.04109225}},"stopReason":"stop","timestamp":1775181683332}}
{"type":"custom_message","customType":"async_job_result","content":"**Background job done: bg_4899f976** (schema-check, 1.2s)\n\ndict_keys(['id', 'title', 'slug', 'creator_name', 'creator_slug', 'topic_category', 'body_sections_format', 'source_video_count', 'version_count', 'created_at', 'updated_at'])\ndict_keys(['items', 'total', 'offset', 'limit'])\n","display":true,"id":"dd61ef88","parentId":"07719e31","timestamp":"2026-04-03T02:01:27.857Z"}
{"type":"message","id":"381435ac","parentId":"dd61ef88","timestamp":"2026-04-03T02:01:31.785Z","message":{"role":"assistant","content":[{"type":"text","text":"Schema check passed as expected — all fields present on both schemas. Slice S06 is already complete, nothing further needed."}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":2,"output":29,"cacheRead":76605,"cacheWrite":175,"totalTokens":76811,"cost":{"input":0.00001,"output":0.0007250000000000001,"cacheRead":0.038302499999999996,"cacheWrite":0.00109375,"total":0.04013124999999999}},"stopReason":"stop","timestamp":1775181687854}}
{"type":"custom_message","customType":"async_job_result","content":"**Background job done: bg_413b3c1b** (frontend-build, 3.1s)\n\ncomputing gzip size...\ndist/index.html                   0.45 kB │ gzip:  0.28 kB\ndist/assets/index-RKbn9mpb.css   78.50 kB │ gzip: 12.35 kB\ndist/assets/index-DIwjwHfJ.js   264.87 kB │ gzip: 79.56 kB\n✓ built in 885ms\n","display":true,"id":"949d5507","parentId":"381435ac","timestamp":"2026-04-03T02:01:31.788Z"}
{"type":"message","id":"6f0828c4","parentId":"949d5507","timestamp":"2026-04-03T02:01:36.442Z","message":{"role":"assistant","content":[{"type":"text","text":"Frontend build clean, zero errors. All three verification jobs confirmed passing. Slice S06 was already completed and recorded."}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":2,"output":28,"cacheRead":76780,"cacheWrite":167,"totalTokens":76977,"cost":{"input":0.00001,"output":0.0007,"cacheRead":0.03839,"cacheWrite":0.00104375,"total":0.040143750000000006}},"stopReason":"stop","timestamp":1775181691786}}
