{"type":"thinking_level_change","id":"e817fb9d","parentId":null,"timestamp":"2026-03-31T08:24:39.540Z","thinkingLevel":"medium"}
{"type":"model_change","id":"d7a9f30f","parentId":"e817fb9d","timestamp":"2026-03-31T08:24:39.541Z","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 S01 (\"Interaction Delight & Discovery\") — Milestone M011\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/M011/M011-ROADMAP.md`\n\n# M011: \n\n## Vision\nTransform Chrysopedia from functionally adequate to engaging and accessible. Add interaction delight (hover animations, staggered entrances, featured technique glow, random discovery), navigation improvements (collapsed topics, global search, mobile hamburger, creator stats pills, tag overflow, empty subtopics), and WCAG accessibility fixes (heading hierarchy, skip link, contrast, page titles).\n\n## Slice Overview\n| ID | Slice | Risk | Depends | Done | After this |\n|----|-------|------|---------|------|------------|\n| S01 | Interaction Delight & Discovery | medium | — | ⬜ | Cards animate on hover with scale+shadow. Card grids stagger entrance. Featured technique has glow treatment. Random Technique button navigates to a random page. |\n| S02 | Topics, Creator Stats & Card Polish | medium | — | ⬜ | Topics page loads collapsed, expands with animation. Creator stats show colored topic pills. Cards limit tags to 4 with +N more. Empty subtopics show Coming soon. |\n| S03 | Global Search & Mobile Navigation | medium | — | ⬜ | Compact search bar in nav on all pages. Cmd+K focuses it. Mobile viewport shows hamburger menu. |\n| S04 | Accessibility & SEO Fixes | low | — | ⬜ | Every page has single H1, skip-to-content link, AA contrast text, and descriptive browser tab title. |\n\n---\n\n### Slice Plan\nSource: `.gsd/milestones/M011/slices/S01/S01-PLAN.md`\n\n# S01: Interaction Delight & Discovery\n\n**Goal:** Cards animate on hover with scale+shadow. Card grids stagger entrance. Featured technique has glow treatment. Random Technique button navigates to a random page.\n**Demo:** After this: Cards animate on hover with scale+shadow. Card grids stagger entrance. Featured technique has glow treatment. Random Technique button navigates to a random page.\n\n## Tasks\n- [x] **T01: Added scale(1.02) hover to all 6 card types, cardEnter stagger animation across 5 pages, and gradient-border glow on featured technique** — ## Description\n\nCSS-first visual polish covering R016 (card hover + stagger) and R017 (featured glow). Touches all 6 card hover states, adds a new `cardEnter` keyframe with stagger delay pattern, applies stagger indices via JSX style props across 5 page components, and redesigns the `.home-featured` section with gradient border + box-shadow glow.\n\n## Steps\n\n1. **Card hover scale** — In `frontend/src/App.css`, add `transform: scale(1.02)` to hover states for `.recent-card`, `.creator-technique-card`, `.subtopic-technique-card`, `.search-result-card`, and `.topic-card`. For `.nav-card`, augment existing `translateY(-1px)` to `scale(1.02) translateY(-1px)`. Add `transition: ... transform 0.2s` where not already present. Ensure `will-change: transform` is on the base card class.\n\n2. **Stagger keyframe + utility class** — Add `@keyframes cardEnter` (opacity 0→1, translateY(12px→0), 300ms ease-out) to `App.css`. Add `.card-stagger` class that applies the animation with `animation-delay: calc(var(--stagger-index, 0) * 60ms)` and `animation-fill-mode: both`. \n\n3. **Stagger indices on Home.tsx** — Add `className=\"card-stagger\"` and `style={{ '--stagger-index': i } as React.CSSProperties}` to recent cards `.map()` loop (line ~202). Also add to nav-cards (indices 0, 1).\n\n4. **Stagger indices on TopicsBrowse.tsx** — Add stagger class + index to `.topic-card` elements in the `.map()` loop (line ~117).\n\n5. **Stagger indices on CreatorDetail.tsx** — Add stagger class + index to `.creator-technique-card` elements in the `.map()` loop (line ~141).\n\n6. **Stagger indices on SubTopicPage.tsx** — Add stagger class + index to `.subtopic-technique-card` elements in the `.map()` loops (line ~139). Reset index per group.\n\n7. **Stagger indices on SearchResults.tsx** — Add stagger class + index to `.search-result-card` elements in the `.map()` loop (line ~80).\n\n8. **Featured technique glow** — Redesign `.home-featured` in `App.css`: replace `border-left: 3px solid var(--color-accent)` with a gradient border using `border-image: linear-gradient(135deg, var(--color-accent), #a855f7) 1` or pseudo-element approach, add `box-shadow: 0 0 20px rgba(34, 211, 238, 0.15), 0 0 40px rgba(34, 211, 238, 0.05)` for glow effect. Keep it subtle — accent glow, not neon. Ensure it stays GPU-composited (only box-shadow + opacity, no layout properties).\n\n## Must-Haves\n\n- [ ] All 6 card types have scale(1.02) hover with smooth transition\n- [ ] `@keyframes cardEnter` and `.card-stagger` class defined in App.css\n- [ ] Stagger indices applied in all 5 page components\n- [ ] `.home-featured` has visible glow/gradient treatment\n- [ ] `npx tsc --noEmit` passes\n- [ ] `npm run build` succeeds\n\n## Verification\n\n- `cd frontend && npx tsc --noEmit` — no type errors\n- `cd frontend && npm run build` — Vite build succeeds\n- `grep -q 'cardEnter' frontend/src/App.css` — keyframe exists\n- `grep -q 'card-stagger' frontend/src/App.css` — utility class exists\n- `grep -c 'stagger-index' frontend/src/pages/Home.tsx frontend/src/pages/TopicsBrowse.tsx frontend/src/pages/CreatorDetail.tsx frontend/src/pages/SubTopicPage.tsx frontend/src/pages/SearchResults.tsx` — all 5 pages have stagger indices\n  - Estimate: 45m\n  - Files: frontend/src/App.css, frontend/src/pages/Home.tsx, frontend/src/pages/TopicsBrowse.tsx, frontend/src/pages/CreatorDetail.tsx, frontend/src/pages/SubTopicPage.tsx, frontend/src/pages/SearchResults.tsx\n  - Verify: cd frontend && npx tsc --noEmit && npm run build && grep -q 'cardEnter' src/App.css && grep -q 'card-stagger' src/App.css\n- [x] **T02: Added GET /api/v1/techniques/random endpoint returning {slug}, fetchRandomTechnique() client function, and 🎲 Random Technique button with loading/error states on homepage** — ## Description\n\nVertical feature for R018: backend endpoint, API client function, and frontend button with navigation. The existing `GET /api/v1/techniques?sort=random&limit=1` works but returns the full paginated list response. A dedicated `GET /api/v1/techniques/random` returning just `{ slug: string }` is cleaner.\n\n## Failure Modes\n\n| Dependency | On error | On timeout | On malformed response |\n|------------|----------|-----------|----------------------|\n| `GET /techniques/random` | Button shows brief error state, stays on page | Same as error — fetch has default timeout | Shouldn't happen (typed response), but guard with optional chaining |\n| No techniques in DB | Endpoint returns 404 | N/A | Button hidden or disabled |\n\n## Steps\n\n1. **Backend endpoint** — In `backend/routers/techniques.py`, add `GET /random` endpoint BEFORE the `/{slug}` route (line ~185) to avoid slug capture. The endpoint queries `SELECT slug FROM technique_pages ORDER BY random() LIMIT 1`, returns `{\"slug\": \"...\"}`. If no techniques exist, return 404.\n\n2. **API client function** — In `frontend/src/api/public-client.ts`, add `fetchRandomTechnique(): Promise<{ slug: string }>` that calls `GET /api/v1/techniques/random`.\n\n3. **Random button in Home.tsx** — Add a \"Random Technique\" button after the nav-cards section (or near the CTA area). Use a dice/shuffle icon (SVG inline or emoji 🎲). On click: set loading state, call `fetchRandomTechnique()`, then `navigate(`/techniques/${slug}`)`. If fetch fails, briefly show error then reset. The button should have the `.btn` base class with a secondary style.\n\n4. **Button CSS** — Add `.btn--random` styles in `App.css` if needed (may just use existing `.btn` with minor tweaks). Consider a subtle shuffle icon animation on hover.\n\n## Must-Haves\n\n- [ ] `GET /api/v1/techniques/random` returns `{ slug: string }` with 200, or 404 if empty\n- [ ] Route registered before `/{slug}` to avoid capture\n- [ ] `fetchRandomTechnique()` in public-client.ts\n- [ ] Button visible on homepage, navigates to a technique on click\n- [ ] Button has loading state during fetch\n- [ ] `npx tsc --noEmit` passes\n- [ ] `npm run build` succeeds\n\n## Verification\n\n- `cd frontend && npx tsc --noEmit` — no type errors\n- `cd frontend && npm run build` — Vite build succeeds\n- `grep -q 'fetchRandomTechnique' frontend/src/api/public-client.ts` — client function exists\n- `grep -q '/random' backend/routers/techniques.py` — endpoint exists\n- `grep -q 'Random' frontend/src/pages/Home.tsx` — button exists in homepage\n  - Estimate: 30m\n  - Files: backend/routers/techniques.py, frontend/src/api/public-client.ts, frontend/src/pages/Home.tsx, frontend/src/App.css\n  - Verify: cd frontend && npx tsc --noEmit && npm run build && grep -q 'fetchRandomTechnique' src/api/public-client.ts && grep -q '/random' ../backend/routers/techniques.py\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:** active\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:** active\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:** active\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:** active\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:** active\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:** active\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:** active\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:** active\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:** active\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:** active\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:** active\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:** active\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:** active\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/M011/slices/S01/S01-SUMMARY.md` (compress all task summaries).\n8. Write `/home/aux/projects/content-to-kb-automator/.gsd/milestones/M011/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/M011/slices/S01/S01-SUMMARY.md` and `/home/aux/projects/content-to-kb-automator/.gsd/milestones/M011/slices/S01/S01-UAT.md` automatically.**\n\nWhen done, say: \"Slice S01 complete.\"","display":false,"id":"3ec29793","parentId":"d7a9f30f","timestamp":"2026-03-31T08:24:39.542Z"}
{"type":"message","id":"9994d9fc","parentId":"3ec29793","timestamp":"2026-03-31T08:24:44.381Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"Let me start by reading the task summaries to understand what was delivered, then run verification checks.","thinkingSignature":"EqUCClkIDBgCKkCpFkNUuMZkIiFAQEp6qrcIFs6Q/UvSooyO3h3OEFzTd33f/iQ4vbAZaN8gb6dYFx+fEGSqCHW3RJmAATbAHz/3Mg9jbGF1ZGUtb3B1cy00LTY4ABIMr4tAxI+oSCYgt6TuGgwC+fdx7EnU+ikFUV8iMOHiOC66K5JH98auveYav/EGLaGmzgiG60XeV7E4HwNaZ58O1fe9CUiR7aEUC+MlSip64wR1KB44bVIw0t8drt9Qq51U82wrbJ/X4NaDwSOxHzoxtDhottSI9AeH+uK7kbQDqIDnczbF8ZP/NnwHOFbFvPWC4dgvUOZWOpZP+6l/LL78fvsdiPtOHrUYUkTvluUim54LBIzOmxuF/qUrV9cIzieK8igv+sTXS8YYAQ=="},{"type":"text","text":"Let me read the task summaries and verify the slice deliverables."},{"type":"toolCall","id":"toolu_016MDUuy7DWFrWgmDFhAGpM6","name":"read","arguments":{"path":".gsd/milestones/M011/slices/S01/tasks/T01-SUMMARY.md"}},{"type":"toolCall","id":"toolu_01Uie1daf7nWkr8tujia48GL","name":"read","arguments":{"path":".gsd/milestones/M011/slices/S01/tasks/T02-SUMMARY.md"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":3,"output":187,"cacheRead":58940,"cacheWrite":6892,"totalTokens":66022,"cost":{"input":0.000015000000000000002,"output":0.004675,"cacheRead":0.02947,"cacheWrite":0.043075,"total":0.077235}},"stopReason":"toolUse","timestamp":1774945479541}}
{"type":"message","id":"fbfbc075","parentId":"9994d9fc","timestamp":"2026-03-31T08:24:44.384Z","message":{"role":"toolResult","toolCallId":"toolu_016MDUuy7DWFrWgmDFhAGpM6","toolName":"read","content":[{"type":"text","text":"---\nid: T01\nparent: S01\nmilestone: M011\nprovides: []\nrequires: []\naffects: []\nkey_files: [\"frontend/src/App.css\", \"frontend/src/pages/Home.tsx\", \"frontend/src/pages/TopicsBrowse.tsx\", \"frontend/src/pages/CreatorDetail.tsx\", \"frontend/src/pages/SubTopicPage.tsx\", \"frontend/src/pages/SearchResults.tsx\"]\nkey_decisions: [\"card-stagger pattern uses CSS custom property --stagger-index with calc() delay\", \"border-image gradient for featured glow instead of pseudo-element\"]\npatterns_established: []\ndrill_down_paths: []\nobservability_surfaces: []\nduration: \"\"\nverification_result: \"npx tsc --noEmit passes. npm run build succeeds (50 modules). grep confirms cardEnter keyframe, card-stagger class, and stagger-index present in all 5 page components.\"\ncompleted_at: 2026-03-31T08:22:22.910Z\nblocker_discovered: false\n---\n\n# T01: Added scale(1.02) hover to all 6 card types, cardEnter stagger animation across 5 pages, and gradient-border glow on featured technique\n\n> Added scale(1.02) hover to all 6 card types, cardEnter stagger animation across 5 pages, and gradient-border glow on featured technique\n\n## What Happened\n---\nid: T01\nparent: S01\nmilestone: M011\nkey_files:\n  - frontend/src/App.css\n  - frontend/src/pages/Home.tsx\n  - frontend/src/pages/TopicsBrowse.tsx\n  - frontend/src/pages/CreatorDetail.tsx\n  - frontend/src/pages/SubTopicPage.tsx\n  - frontend/src/pages/SearchResults.tsx\nkey_decisions:\n  - card-stagger pattern uses CSS custom property --stagger-index with calc() delay\n  - border-image gradient for featured glow instead of pseudo-element\nduration: \"\"\nverification_result: passed\ncompleted_at: 2026-03-31T08:22:22.911Z\nblocker_discovered: false\n---\n\n# T01: Added scale(1.02) hover to all 6 card types, cardEnter stagger animation across 5 pages, and gradient-border glow on featured technique\n\n**Added scale(1.02) hover to all 6 card types, cardEnter stagger animation across 5 pages, and gradient-border glow on featured technique**\n\n## What Happened\n\nAdded transform: scale(1.02) with will-change and smooth transitions to all 6 card types. Created @keyframes cardEnter and .card-stagger utility class with CSS custom property --stagger-index for staggered delays. Applied stagger indices across Home.tsx (nav-cards + recent), TopicsBrowse.tsx, CreatorDetail.tsx, SubTopicPage.tsx, and SearchResults.tsx. Redesigned .home-featured with gradient border-image and double box-shadow glow.\n\n## Verification\n\nnpx tsc --noEmit passes. npm run build succeeds (50 modules). grep confirms cardEnter keyframe, card-stagger class, and stagger-index present in all 5 page components.\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 && npm run build` | 0 | ✅ pass | 3200ms |\n| 3 | `grep -q 'cardEnter' frontend/src/App.css` | 0 | ✅ pass | 50ms |\n| 4 | `grep -q 'card-stagger' frontend/src/App.css` | 0 | ✅ pass | 50ms |\n| 5 | `grep -c 'stagger-index' (5 pages)` | 0 | ✅ pass | 50ms |\n\n\n## Deviations\n\nSearchResultCard needed staggerIndex prop threaded through. topic-card gained a new :hover rule (had none before).\n\n## Known Issues\n\nborder-image removes border-radius on featured card — known CSS limitation. Glow box-shadow still provides visual treatment.\n\n## Files Created/Modified\n\n- `frontend/src/App.css`\n- `frontend/src/pages/Home.tsx`\n- `frontend/src/pages/TopicsBrowse.tsx`\n- `frontend/src/pages/CreatorDetail.tsx`\n- `frontend/src/pages/SubTopicPage.tsx`\n- `frontend/src/pages/SearchResults.tsx`\n\n\n## Deviations\nSearchResultCard needed staggerIndex prop threaded through. topic-card gained a new :hover rule (had none before).\n\n## Known Issues\nborder-image removes border-radius on featured card — known CSS limitation. Glow box-shadow still provides visual treatment.\n"}],"isError":false,"timestamp":1774945484384}}
{"type":"message","id":"785d11dd","parentId":"fbfbc075","timestamp":"2026-03-31T08:24:44.388Z","message":{"role":"toolResult","toolCallId":"toolu_01Uie1daf7nWkr8tujia48GL","toolName":"read","content":[{"type":"text","text":"---\nid: T02\nparent: S01\nmilestone: M011\nprovides: []\nrequires: []\naffects: []\nkey_files: [\"backend/routers/techniques.py\", \"frontend/src/api/public-client.ts\", \"frontend/src/pages/Home.tsx\", \"frontend/src/App.css\"]\nkey_decisions: [\"Dedicated /random endpoint returning just {slug} rather than reusing sort=random on list endpoint\", \"Route placed before /{slug} to avoid slug capture\"]\npatterns_established: []\ndrill_down_paths: []\nobservability_surfaces: []\nduration: \"\"\nverification_result: \"npx tsc --noEmit passes. npm run build succeeds (50 modules). grep confirms fetchRandomTechnique in client, /random in backend router, Random in Home.tsx. All slice-level verification checks pass including stagger-index in all 5 pages.\"\ncompleted_at: 2026-03-31T08:24:27.607Z\nblocker_discovered: false\n---\n\n# T02: Added GET /api/v1/techniques/random endpoint returning {slug}, fetchRandomTechnique() client function, and 🎲 Random Technique button with loading/error states on homepage\n\n> Added GET /api/v1/techniques/random endpoint returning {slug}, fetchRandomTechnique() client function, and 🎲 Random Technique button with loading/error states on homepage\n\n## What Happened\n---\nid: T02\nparent: S01\nmilestone: M011\nkey_files:\n  - backend/routers/techniques.py\n  - frontend/src/api/public-client.ts\n  - frontend/src/pages/Home.tsx\n  - frontend/src/App.css\nkey_decisions:\n  - Dedicated /random endpoint returning just {slug} rather than reusing sort=random on list endpoint\n  - Route placed before /{slug} to avoid slug capture\nduration: \"\"\nverification_result: passed\ncompleted_at: 2026-03-31T08:24:27.607Z\nblocker_discovered: false\n---\n\n# T02: Added GET /api/v1/techniques/random endpoint returning {slug}, fetchRandomTechnique() client function, and 🎲 Random Technique button with loading/error states on homepage\n\n**Added GET /api/v1/techniques/random endpoint returning {slug}, fetchRandomTechnique() client function, and 🎲 Random Technique button with loading/error states on homepage**\n\n## What Happened\n\nAdded a dedicated GET /techniques/random endpoint in backend/routers/techniques.py before the /{slug} route to avoid slug capture. The endpoint runs SELECT slug FROM technique_pages ORDER BY random() LIMIT 1 and returns 404 if no techniques exist. Added fetchRandomTechnique() in the API client. On the homepage, added a Random Technique button between the nav-cards and featured technique sections with loading state during fetch, error state with auto-reset, and navigation on success. Added .btn--random and .home-random CSS.\n\n## Verification\n\nnpx tsc --noEmit passes. npm run build succeeds (50 modules). grep confirms fetchRandomTechnique in client, /random in backend router, Random in Home.tsx. All slice-level verification checks pass including stagger-index in all 5 pages.\n\n## Verification Evidence\n\n| # | Command | Exit Code | Verdict | Duration |\n|---|---------|-----------|---------|----------|\n| 1 | `cd frontend && npx tsc --noEmit` | 0 | ✅ pass | 3300ms |\n| 2 | `cd frontend && npm run build` | 0 | ✅ pass | 2600ms |\n| 3 | `grep -q 'fetchRandomTechnique' frontend/src/api/public-client.ts` | 0 | ✅ pass | 50ms |\n| 4 | `grep -q '/random' backend/routers/techniques.py` | 0 | ✅ pass | 50ms |\n| 5 | `grep -q 'Random' frontend/src/pages/Home.tsx` | 0 | ✅ pass | 50ms |\n| 6 | `grep -q 'cardEnter' frontend/src/App.css` | 0 | ✅ pass | 50ms |\n| 7 | `grep -q 'card-stagger' frontend/src/App.css` | 0 | ✅ pass | 50ms |\n| 8 | `grep -c 'stagger-index' (5 pages)` | 0 | ✅ pass | 50ms |\n\n\n## Deviations\n\nNone.\n\n## Known Issues\n\nNone.\n\n## Files Created/Modified\n\n- `backend/routers/techniques.py`\n- `frontend/src/api/public-client.ts`\n- `frontend/src/pages/Home.tsx`\n- `frontend/src/App.css`\n\n\n## Deviations\nNone.\n\n## Known Issues\nNone.\n"}],"isError":false,"timestamp":1774945484386}}
{"type":"message","id":"b1c3c422","parentId":"785d11dd","timestamp":"2026-03-31T08:24:50.725Z","message":{"role":"assistant","content":[{"type":"text","text":"Now let me run the slice-level verification checks."},{"type":"toolCall","id":"toolu_01QR6UjLSzLdEVzYZ71XLMYL","name":"async_bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator/frontend && npx tsc --noEmit 2>&1","label":"tsc check"}},{"type":"toolCall","id":"toolu_01ETN73yoJ32EGkgFvLEqqbu","name":"async_bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator/frontend && npm run build 2>&1","label":"vite build"}},{"type":"toolCall","id":"toolu_01SJbhsLTDUVbTHe51rmKrjL","name":"async_bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && grep -q 'cardEnter' frontend/src/App.css && echo \"cardEnter: OK\" && grep -q 'card-stagger' frontend/src/App.css && echo \"card-stagger: OK\" && grep -q 'fetchRandomTechnique' frontend/src/api/public-client.ts && echo \"fetchRandomTechnique: OK\" && grep -q '/random' backend/routers/techniques.py && echo \"/random endpoint: OK\" && grep -q 'Random' frontend/src/pages/Home.tsx && echo \"Random button: OK\" && grep -c 'stagger-index' frontend/src/pages/Home.tsx frontend/src/pages/TopicsBrowse.tsx frontend/src/pages/CreatorDetail.tsx frontend/src/pages/SubTopicPage.tsx frontend/src/pages/SearchResults.tsx 2>&1","label":"grep checks"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":469,"cacheRead":65832,"cacheWrite":2619,"totalTokens":68921,"cost":{"input":0.000005,"output":0.011725000000000001,"cacheRead":0.032916,"cacheWrite":0.01636875,"total":0.061014750000000006}},"stopReason":"toolUse","timestamp":1774945484387}}
{"type":"message","id":"0dfbd94c","parentId":"b1c3c422","timestamp":"2026-03-31T08:24:50.736Z","message":{"role":"toolResult","toolCallId":"toolu_01QR6UjLSzLdEVzYZ71XLMYL","toolName":"async_bash","content":[{"type":"text","text":"Background job started: **bg_d751f90c**\nCommand: `tsc check`\n\nUse `await_job` to get results when ready, or `cancel_job` to stop."}],"isError":false,"timestamp":1774945490736}}
{"type":"message","id":"115598a8","parentId":"0dfbd94c","timestamp":"2026-03-31T08:24:50.737Z","message":{"role":"toolResult","toolCallId":"toolu_01ETN73yoJ32EGkgFvLEqqbu","toolName":"async_bash","content":[{"type":"text","text":"Background job started: **bg_53f98e5d**\nCommand: `vite build`\n\nUse `await_job` to get results when ready, or `cancel_job` to stop."}],"isError":false,"timestamp":1774945490736}}
{"type":"message","id":"92ed0b4a","parentId":"115598a8","timestamp":"2026-03-31T08:24:50.739Z","message":{"role":"toolResult","toolCallId":"toolu_01SJbhsLTDUVbTHe51rmKrjL","toolName":"async_bash","content":[{"type":"text","text":"Background job started: **bg_8a2764bf**\nCommand: `grep checks`\n\nUse `await_job` to get results when ready, or `cancel_job` to stop."}],"isError":false,"timestamp":1774945490737}}
{"type":"message","id":"44e15dfa","parentId":"92ed0b4a","timestamp":"2026-03-31T08:24:53.731Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"toolu_01CutQmcUXrw9Moi3NH2Z47L","name":"await_job","arguments":{"jobs":["bg_d751f90c","bg_53f98e5d","bg_8a2764bf"],"timeout":60}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":97,"cacheRead":68451,"cacheWrite":683,"totalTokens":69232,"cost":{"input":0.000005,"output":0.002425,"cacheRead":0.0342255,"cacheWrite":0.00426875,"total":0.04092425}},"stopReason":"toolUse","timestamp":1774945490737}}
{"type":"message","id":"8bf87201","parentId":"44e15dfa","timestamp":"2026-03-31T08:24:53.734Z","message":{"role":"toolResult","toolCallId":"toolu_01CutQmcUXrw9Moi3NH2Z47L","toolName":"await_job","content":[{"type":"text","text":"### bg_d751f90c — tsc check (completed, 3.0s)\n\n(no output)\n\n---\n\n### bg_53f98e5d — vite build (completed, 3.0s)\n\n\n> chrysopedia-web@0.8.0 build\n> tsc -b && vite build\n\nvite v6.4.1 building for production...\ntransforming...\n✓ 50 modules transformed.\nrendering chunks...\ncomputing gzip size...\ndist/index.html                   0.45 kB │ gzip:  0.28 kB\ndist/assets/index-XIvhjMwV.css   59.77 kB │ gzip:  9.23 kB\ndist/assets/index-BIGwT1Im.js   233.70 kB │ gzip: 71.46 kB\n✓ built in 806ms\n\n\n---\n\n### bg_8a2764bf — grep checks (completed, 3.0s)\n\ncardEnter: OK\ncard-stagger: OK\nfetchRandomTechnique: OK\n/random endpoint: OK\nRandom button: OK\nfrontend/src/pages/Home.tsx:3\nfrontend/src/pages/TopicsBrowse.tsx:1\nfrontend/src/pages/CreatorDetail.tsx:1\nfrontend/src/pages/SubTopicPage.tsx:1\nfrontend/src/pages/SearchResults.tsx:1\n"}],"isError":false,"timestamp":1774945493732}}
{"type":"message","id":"5dfceec9","parentId":"8bf87201","timestamp":"2026-03-31T08:24:58.518Z","message":{"role":"assistant","content":[{"type":"text","text":"All verification passes. TypeScript clean, Vite build succeeds, all grep checks confirm features exist across all expected files.\n\nNow let me check for any decisions to record and read the existing DECISIONS.md."},{"type":"toolCall","id":"toolu_01LewLmk4xZtcZ9tHLuoGCLV","name":"bash","arguments":{"command":"tail -20 /home/aux/projects/content-to-kb-automator/.gsd/DECISIONS.md"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":124,"cacheRead":69134,"cacheWrite":453,"totalTokens":69712,"cost":{"input":0.000005,"output":0.0031000000000000003,"cacheRead":0.034567,"cacheWrite":0.00283125,"total":0.04050325}},"stopReason":"toolUse","timestamp":1774945493733}}
{"type":"message","id":"2a5c9321","parentId":"5dfceec9","timestamp":"2026-03-31T08:24:58.531Z","message":{"role":"toolResult","toolCallId":"toolu_01LewLmk4xZtcZ9tHLuoGCLV","toolName":"bash","content":[{"type":"text","text":"| 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| 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"}],"isError":false,"timestamp":1774945498530}}
{"type":"message","id":"a1a24310","parentId":"2a5c9321","timestamp":"2026-03-31T08:25:03.745Z","message":{"role":"assistant","content":[{"type":"text","text":"The key decisions from T01 and T02 (CSS custom property stagger pattern, border-image gradient, dedicated /random endpoint, route ordering) are implementation-level details — not architectural decisions worth recording in DECISIONS.md. The existing decisions are all architecture/requirement-level.\n\nLet me check PROJECT.md briefly and then complete the slice."},{"type":"toolCall","id":"toolu_011ThUHqmYN3tuMZBNJnubf9","name":"bash","arguments":{"command":"head -30 /home/aux/projects/content-to-kb-automator/.gsd/PROJECT.md"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":152,"cacheRead":69587,"cacheWrite":2828,"totalTokens":72568,"cost":{"input":0.000005,"output":0.0038,"cacheRead":0.0347935,"cacheWrite":0.017675,"total":0.056273500000000004}},"stopReason":"toolUse","timestamp":1774945498531}}
{"type":"message","id":"fc1b5df6","parentId":"a1a24310","timestamp":"2026-03-31T08:25:03.757Z","message":{"role":"toolResult","toolCallId":"toolu_011ThUHqmYN3tuMZBNJnubf9","toolName":"bash","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\nTen 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. Search autocomplete with popular suggestions on focus and typeahead on 2+ characters.\n- **Docker Compose deployment** — API, worker, web, watcher, PostgreSQL, Redis, Qdrant, Ollama on ub01 with bind mounts at `/vmPool/r/services/chrysopedia_*`.\n- **Transcript folder watcher** — Standalone service monitors `/vmPool/r/services/chrysopedia_watch/` for new transcript JSON files, validates structure, POSTs to ingest API. Processed files move to `processed/`, failures to `failed/` with `.error` sidecar. Uses watchdog PollingObserver for ZFS reliability.\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- **Admin navigation dropdown** — Header consolidated: Home, Topics, Creators visible; Admin dropdown reveals Review, Reports, Pipeline. ModeToggle removed from header.\n- **Pipeline head/tail log view** — Pipeline event log shows Head/Tail toggle with configurable event count. Token counts visible per event and per video.\n- **Pipeline debug mode** — Redis-backed toggle captures full LLM system prompt, user prompt, and response text in pipeline_events. Per-stage token summary endpoint for cost/usage analysis.\n- **Debug payload viewer** — Admin UI component for viewing, copying, and exporting full LLM I/O from debug-mode pipeline runs.\n- **Admin UX improvements** — Debug mode toggle, status filter pills, cleaner labels, pruned dead UI elements, review queue cross-links.\n- **Git commit SHA tracking** — Pipeline captures current git commit SHA. Technique page versions display commit hash in metadata.\n- **Technique page tag polish** — Sidebar reordered (Plugins Referenced at top), creator name prominent, tags use coherent color system.\n- **Topics page redesign** — 7 categories (including Music Theory) with card layout, descriptions, sub-topic counts, colored left borders.\n- **App footer** — Every page shows version, build date, commit SHA (linked to GitHub), and repo link. Build-time constants via Vite define with Docker ARG/ENV passthrough.\n"}],"isError":false,"timestamp":1774945503755}}
{"type":"message","id":"4efda063","parentId":"fc1b5df6","timestamp":"2026-03-31T08:25:58.039Z","message":{"role":"assistant","content":[{"type":"text","text":"Now I'll complete the slice with the summary and UAT."},{"type":"toolCall","id":"toolu_01KcKgVmtD4VZqaPN4tJxCYg","name":"gsd_complete_slice","arguments":{"affects":[],"deviations":"SearchResultCard needed a staggerIndex prop threaded through (not anticipated in plan). topic-card had no existing :hover rule — one was added. border-image removes border-radius on the featured card (CSS limitation) but the glow box-shadow still provides the visual treatment.","drillDownPaths":[".gsd/milestones/M011/slices/S01/tasks/T01-SUMMARY.md",".gsd/milestones/M011/slices/S01/tasks/T02-SUMMARY.md"],"filesModified":[{"description":"Added card hover scale(1.02) transitions, @keyframes cardEnter, .card-stagger utility, .home-featured glow treatment, .btn--random and .home-random styles","path":"frontend/src/App.css"},{"description":"Added stagger indices to nav-cards and recent cards, Random Technique button with loading/error states","path":"frontend/src/pages/Home.tsx"},{"description":"Added card-stagger class and stagger-index to topic cards","path":"frontend/src/pages/TopicsBrowse.tsx"},{"description":"Added card-stagger class and stagger-index to creator technique cards","path":"frontend/src/pages/CreatorDetail.tsx"},{"description":"Added card-stagger class and stagger-index to subtopic technique cards","path":"frontend/src/pages/SubTopicPage.tsx"},{"description":"Added card-stagger class and stagger-index to search result cards, threaded staggerIndex prop","path":"frontend/src/pages/SearchResults.tsx"},{"description":"Added GET /random endpoint before /{slug} route","path":"backend/routers/techniques.py"},{"description":"Added fetchRandomTechnique() API client function","path":"frontend/src/api/public-client.ts"}],"followUps":"None.","keyDecisions":["CSS stagger pattern uses --stagger-index custom property with calc() delay rather than nth-child selectors — works with dynamic lists","Dedicated /random endpoint returning just {slug} rather than reusing sort=random on list endpoint — cleaner API surface","/random route placed before /{slug} to avoid FastAPI slug capture"],"keyFiles":["frontend/src/App.css","frontend/src/pages/Home.tsx","frontend/src/pages/TopicsBrowse.tsx","frontend/src/pages/CreatorDetail.tsx","frontend/src/pages/SubTopicPage.tsx","frontend/src/pages/SearchResults.tsx","backend/routers/techniques.py","frontend/src/api/public-client.ts"],"knownLimitations":"border-image CSS property strips border-radius on the featured technique card. The glow effect (box-shadow) still provides visual distinction but the card corners are square rather than rounded.","milestoneId":"M011","narrative":"Two tasks delivered CSS interaction polish and a random discovery feature.\n\nT01 added `transform: scale(1.02)` hover transitions with `will-change: transform` to all 6 card types (recent-card, creator-technique-card, subtopic-technique-card, search-result-card, topic-card, nav-card). Created a `@keyframes cardEnter` animation (opacity 0→1, translateY 12px→0, 300ms ease-out) with a `.card-stagger` utility class driven by a `--stagger-index` CSS custom property. Applied stagger indices via JSX style props across Home.tsx, TopicsBrowse.tsx, CreatorDetail.tsx, SubTopicPage.tsx, and SearchResults.tsx. The featured technique section got a gradient `border-image` and double box-shadow glow treatment.\n\nT02 added a `GET /api/v1/techniques/random` backend endpoint (placed before the `/{slug}` route to avoid capture) that returns `{slug}` via `ORDER BY random() LIMIT 1`, with 404 when no techniques exist. Frontend gets `fetchRandomTechnique()` in the API client and a 🎲 Random Technique button on the homepage with loading and error states.\n\nBoth tasks verified with TypeScript (`tsc --noEmit`) and Vite production build (50 modules). All grep checks confirm features landed in expected files.","observabilitySurfaces":[],"oneLiner":"Added card hover animations (scale+shadow) on all 6 card types, staggered entrance animations across 5 page components, gradient-border glow on featured technique, and a Random Technique button with backend endpoint.","patternsEstablished":["card-stagger utility class: add className='card-stagger' and style={{ '--stagger-index': i }} to any .map() loop for entrance animations","Featured section visual treatment: gradient border-image + double box-shadow glow"],"provides":["Card hover animation pattern (scale+shadow) on all card types","Stagger entrance animation utility class","GET /api/v1/techniques/random endpoint","Random Technique button on homepage"],"requirementsAdvanced":[{"how":"All 6 card types have scale(1.02) hover with smooth 200ms transition. 5 page components use staggered cardEnter animation.","id":"R016"},{"how":"Featured technique section has gradient border-image and double box-shadow glow, visually distinct from regular cards.","id":"R017"},{"how":"Random Technique button on homepage calls GET /random endpoint and navigates to result. Loading and error states implemented.","id":"R018"}],"requirementsInvalidated":[],"requirementsSurfaced":[],"requirementsValidated":[],"requires":[],"sliceId":"S01","sliceTitle":"Interaction Delight & Discovery","uatContent":"# S01 UAT: Interaction Delight & Discovery\n\n## Preconditions\n- Chrysopedia running at http://ub01:8096\n- At least 1 technique page exists in the database\n- Modern browser (Chrome/Firefox/Safari)\n\n## Test Cases\n\n### TC-01: Card Hover Animation — Homepage Recent Cards\n1. Navigate to http://ub01:8096\n2. Hover over any card in the \"Recently Added\" section\n3. **Expected:** Card smoothly scales up (~2%) with enhanced shadow over ~200ms\n4. Move mouse away from card\n5. **Expected:** Card smoothly returns to original size\n\n### TC-02: Card Hover Animation — All Card Types\n1. Navigate to Topics page → hover a topic card\n2. Navigate to any topic → hover a subtopic technique card\n3. Navigate to Creators page → click a creator → hover a creator technique card\n4. Use search → hover a search result card\n5. On homepage → hover a nav card (Topics/Creators)\n6. **Expected:** All 5 card types exhibit the same scale+shadow hover effect\n\n### TC-03: Staggered Entrance Animation — Homepage\n1. Hard refresh http://ub01:8096 (Ctrl+Shift+R)\n2. Observe the nav cards and recently added cards\n3. **Expected:** Cards fade in and slide up sequentially (not all at once). Each card appears ~60ms after the previous one.\n\n### TC-04: Staggered Entrance — Other Pages\n1. Navigate to Topics page — cards should stagger in\n2. Navigate to a Creator detail page — technique cards should stagger in\n3. Navigate to a SubTopic page — technique cards should stagger in\n4. Perform a search — result cards should stagger in\n5. **Expected:** All pages show sequential card entrance, not simultaneous\n\n### TC-05: Featured Technique Glow\n1. Navigate to homepage\n2. Scroll to the \"Featured Technique\" section\n3. **Expected:** The featured technique card has a visible gradient border and soft glow (cyan-tinted box shadow) that distinguishes it from regular cards\n4. **Note:** Corners may be square due to border-image CSS limitation — this is known\n\n### TC-06: Random Technique Button — Happy Path\n1. Navigate to homepage\n2. Locate the 🎲 \"Random Technique\" button (between nav cards and featured section)\n3. Click the button\n4. **Expected:** Button shows brief loading state, then navigates to a technique page\n5. Use browser back, click the button again\n6. **Expected:** May navigate to a different technique (randomized server-side)\n\n### TC-07: Random Technique Button — Loading State\n1. On homepage, open browser DevTools Network tab\n2. Throttle network to \"Slow 3G\"\n3. Click the Random Technique button\n4. **Expected:** Button shows a loading indicator while the request is in flight\n5. Remove throttle\n\n### TC-08: Random Technique API — Direct\n1. Open http://ub01:8096/api/v1/techniques/random in browser or curl\n2. **Expected:** JSON response `{\"slug\": \"some-technique-slug\"}` with 200 status\n3. Refresh multiple times\n4. **Expected:** Different slugs returned (assuming multiple techniques exist)\n\n### Edge Cases\n\n### TC-09: Card Stagger with Few Items\n1. If a creator has only 1 technique, navigate to their detail page\n2. **Expected:** Single card still animates in (no delay needed for index 0)\n\n### TC-10: Featured Technique Glow in Light/Contrast\n1. On homepage, inspect the featured technique section\n2. **Expected:** Glow is subtle — visible but not overpowering (cyan tint, not neon)","verification":"All slice-level checks pass:\n- `npx tsc --noEmit` — exit 0, no type errors\n- `npm run build` — exit 0, 50 modules, 806ms build\n- `grep cardEnter App.css` — found\n- `grep card-stagger App.css` — found  \n- `grep fetchRandomTechnique public-client.ts` — found\n- `grep /random techniques.py` — found\n- `grep Random Home.tsx` — found\n- `grep stagger-index` across all 5 page components — found in each (Home:3, TopicsBrowse:1, CreatorDetail:1, SubTopicPage:1, SearchResults:1)"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":2773,"cacheRead":72415,"cacheWrite":1136,"totalTokens":76325,"cost":{"input":0.000005,"output":0.069325,"cacheRead":0.0362075,"cacheWrite":0.0071,"total":0.1126375}},"stopReason":"toolUse","timestamp":1774945503756}}
{"type":"message","id":"161f7772","parentId":"4efda063","timestamp":"2026-03-31T08:25:58.071Z","message":{"role":"toolResult","toolCallId":"toolu_01KcKgVmtD4VZqaPN4tJxCYg","toolName":"gsd_complete_slice","content":[{"type":"text","text":"Completed slice S01 (M011)"}],"details":{"operation":"complete_slice","sliceId":"S01","milestoneId":"M011","summaryPath":"/home/aux/projects/content-to-kb-automator/.gsd/milestones/M011/slices/S01/S01-SUMMARY.md","uatPath":"/home/aux/projects/content-to-kb-automator/.gsd/milestones/M011/slices/S01/S01-UAT.md"},"isError":false,"timestamp":1774945558069}}
{"type":"message","id":"bba32396","parentId":"161f7772","timestamp":"2026-03-31T08:26:01.935Z","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":73551,"cacheWrite":2801,"totalTokens":76363,"cost":{"input":0.000005,"output":0.00025,"cacheRead":0.036775499999999996,"cacheWrite":0.01750625,"total":0.054536749999999995}},"stopReason":"stop","timestamp":1774945558070}}
{"type":"custom_message","customType":"async_job_result","content":"**Background job done: bg_8a2764bf** (grep checks, 0.0s)\n\ncardEnter: OK\ncard-stagger: OK\nfetchRandomTechnique: OK\n/random endpoint: OK\nRandom button: OK\nfrontend/src/pages/Home.tsx:3\nfrontend/src/pages/TopicsBrowse.tsx:1\nfrontend/src/pages/CreatorDetail.tsx:1\nfrontend/src/pages/SubTopicPage.tsx:1\nfrontend/src/pages/SearchResults.tsx:1\n","display":true,"id":"df7694ba","parentId":"bba32396","timestamp":"2026-03-31T08:26:01.937Z"}
{"type":"message","id":"a13a2966","parentId":"df7694ba","timestamp":"2026-03-31T08:26:05.710Z","message":{"role":"assistant","content":[{"type":"text","text":"Already incorporated — those grep results confirmed all features landed before I completed the slice. Nothing further needed.\n\nSlice S01 complete."}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":2,"output":31,"cacheRead":76352,"cacheWrite":137,"totalTokens":76522,"cost":{"input":0.00001,"output":0.0007750000000000001,"cacheRead":0.038176,"cacheWrite":0.00085625,"total":0.039817250000000005}},"stopReason":"stop","timestamp":1774945561936}}
{"type":"custom_message","customType":"async_job_result","content":"**Background job done: bg_d751f90c** (tsc check, 0.3s)\n\n(no output)","display":true,"id":"c75771c2","parentId":"a13a2966","timestamp":"2026-03-31T08:26:05.713Z"}
{"type":"message","id":"5e6c9917","parentId":"c75771c2","timestamp":"2026-03-31T08:26:08.856Z","message":{"role":"assistant","content":[{"type":"text","text":"Already accounted for — the `tsc --noEmit` clean exit was part of the verification that passed before slice completion. Nothing further needed."}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":3,"output":34,"cacheRead":76489,"cacheWrite":62,"totalTokens":76588,"cost":{"input":0.000015000000000000002,"output":0.0008500000000000001,"cacheRead":0.0382445,"cacheWrite":0.00038750000000000004,"total":0.039497}},"stopReason":"stop","timestamp":1774945565711}}
{"type":"custom_message","customType":"async_job_result","content":"**Background job done: bg_53f98e5d** (vite build, 2.7s)\n\n\n> chrysopedia-web@0.8.0 build\n> tsc -b && vite build\n\nvite v6.4.1 building for production...\ntransforming...\n✓ 50 modules transformed.\nrendering chunks...\ncomputing gzip size...\ndist/index.html                   0.45 kB │ gzip:  0.28 kB\ndist/assets/index-XIvhjMwV.css   59.77 kB │ gzip:  9.23 kB\ndist/assets/index-BIGwT1Im.js   233.70 kB │ gzip: 71.46 kB\n✓ built in 806ms\n","display":true,"id":"89d4b0ed","parentId":"5e6c9917","timestamp":"2026-03-31T08:26:08.860Z"}
{"type":"message","id":"904f89a3","parentId":"89d4b0ed","timestamp":"2026-03-31T08:26:11.546Z","message":{"role":"assistant","content":[{"type":"text","text":"All three background jobs confirmed clean. Slice S01 was already completed with all verification passing."}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":2,"output":23,"cacheRead":76551,"cacheWrite":230,"totalTokens":76806,"cost":{"input":0.00001,"output":0.000575,"cacheRead":0.0382755,"cacheWrite":0.0014375,"total":0.040298}},"stopReason":"stop","timestamp":1774945568857}}
