{"type":"thinking_level_change","id":"39641adb","parentId":null,"timestamp":"2026-03-31T08:35:08.215Z","thinkingLevel":"medium"}
{"type":"model_change","id":"de7cd7fa","parentId":"39641adb","timestamp":"2026-03-31T08:35:08.216Z","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 S02 (\"Topics, Creator Stats & Card Polish\") — 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/S02/S02-PLAN.md`\n\n# S02: Topics, Creator Stats & Card Polish\n\n**Goal:** Topics page loads collapsed with smooth expand/collapse animation. Creator stats show colored topic pills. Cards limit tags to 4 with +N overflow. Empty subtopics show \"Coming soon\" badge.\n**Demo:** After this: 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\n## Tasks\n- [x] **T01: Topics page loads with all categories collapsed; expand/collapse uses smooth CSS grid-template-rows animation instead of conditional render** — Change TopicsBrowse.tsx to start with all categories collapsed and add smooth CSS grid-template-rows animation for expand/collapse transitions.\n\n## Steps\n\n1. In `frontend/src/pages/TopicsBrowse.tsx`, change the `useEffect` that calls `setExpanded(new Set(data.map((c) => c.name)))` to `setExpanded(new Set())` so all categories start collapsed.\n\n2. Refactor the subtopics rendering from conditional `{isExpanded && (<div className=\"topic-subtopics\">...)}` to always-rendered with a CSS grid animation wrapper. Use the `display: grid; grid-template-rows: 0fr / 1fr` technique:\n   - Wrap the subtopics in a `<div className=\"topic-subtopics-wrapper\" data-expanded={isExpanded}>` that has `display: grid; grid-template-rows: 0fr; transition: grid-template-rows 300ms ease;`\n   - When `data-expanded=\"true\"`, set `grid-template-rows: 1fr`\n   - The inner `<div className=\"topic-subtopics\">` gets `overflow: hidden; min-height: 0;`\n   - Always render both wrapper and inner div (remove the conditional render)\n\n3. Add the CSS in `frontend/src/App.css` near the existing `.topic-subtopics` rule (~line 2318):\n   - `.topic-subtopics-wrapper { display: grid; grid-template-rows: 0fr; transition: grid-template-rows 300ms ease; }`\n   - `.topic-subtopics-wrapper[data-expanded=\"true\"] { grid-template-rows: 1fr; }`\n   - `.topic-subtopics { overflow: hidden; min-height: 0; }` (modify existing rule)\n\n4. Verify: `cd frontend && npx tsc --noEmit && npm run build`\n  - Estimate: 30m\n  - Files: frontend/src/pages/TopicsBrowse.tsx, frontend/src/App.css\n  - Verify: cd frontend && npx tsc --noEmit && npm run build\n- [x] **T02: Replaced run-on dot-separated topic stats on CreatorDetail with colored pill badges using catSlug-based badge classes** — Replace the run-on text stats on CreatorDetail page with colored pill badges using existing badge CSS classes.\n\n## Steps\n\n1. In `frontend/src/pages/CreatorDetail.tsx`, add import: `import { catSlug } from \"../utils/catSlug\";`\n\n2. Find the stats section (~line 108-126) that renders `<span className=\"creator-detail__topic-stat\">` with dot separators. Replace the entire `.map(([cat, count], i) => ...)` block with pills:\n   ```tsx\n   .map(([cat, count]) => (\n     <span key={cat} className={`badge badge--cat-${catSlug(cat)}`}>\n       {cat}: {count}\n     </span>\n   ))\n   ```\n   Remove the dot separator spans (`queue-card__separator`) between them.\n\n3. Wrap the topic stat pills in a flex container: `<span className=\"creator-detail__topic-pills\">` and add CSS in `frontend/src/App.css`:\n   ```css\n   .creator-detail__topic-pills {\n     display: flex;\n     flex-wrap: wrap;\n     gap: 0.375rem;\n     align-items: center;\n   }\n   ```\n\n4. Remove the old `.creator-detail__topic-stat` class from App.css if it exists (or leave it — no harm).\n\n5. Verify: `cd frontend && npx tsc --noEmit && npm run build`\n  - Estimate: 20m\n  - Files: frontend/src/pages/CreatorDetail.tsx, frontend/src/App.css\n  - Verify: cd frontend && npx tsc --noEmit && npm run build\n- [x] **T03: Created shared TagList component with max-4 overflow, applied across all 5 tag sites, and added empty subtopic Coming soon badge** — Create a shared TagList component for tag overflow (R027), apply it across all 5 tag-rendering sites, and add empty subtopic handling in TopicsBrowse (R028).\n\n## Steps\n\n1. Create `frontend/src/components/TagList.tsx`:\n   ```tsx\n   interface TagListProps {\n     tags: string[];\n     max?: number;\n   }\n   export default function TagList({ tags, max = 4 }: TagListProps) {\n     const visible = tags.slice(0, max);\n     const overflow = tags.length - max;\n     return (\n       <>\n         {visible.map(tag => <span key={tag} className=\"pill\">{tag}</span>)}\n         {overflow > 0 && <span className=\"pill pill--overflow\">+{overflow} more</span>}\n       </>\n     );\n   }\n   ```\n\n2. Add `.pill--overflow` CSS in `frontend/src/App.css`:\n   ```css\n   .pill--overflow {\n     background: var(--color-surface-2);\n     color: var(--color-text-secondary);\n     font-style: italic;\n   }\n   ```\n\n3. Replace tag rendering in all 5 sites with `<TagList tags={...} />`:\n   - `frontend/src/pages/Home.tsx` line ~201 (featured technique tags) — replace `featured.topic_tags.map(...)` with `<TagList tags={featured.topic_tags} />`\n   - `frontend/src/pages/Home.tsx` line ~247 (recent technique card tags) — replace `t.topic_tags.map(...)` with `<TagList tags={t.topic_tags} />`\n   - `frontend/src/pages/SearchResults.tsx` line ~145 — replace `item.topic_tags.map(...)` with `<TagList tags={item.topic_tags} />`\n   - `frontend/src/pages/SubTopicPage.tsx` line ~149 — replace `t.topic_tags.map(...)` with `<TagList tags={t.topic_tags} />`\n   - `frontend/src/pages/CreatorDetail.tsx` line ~157 — replace `t.topic_tags.map(...)` with `<TagList tags={t.topic_tags} />`\n   Each site: add `import TagList from \"../components/TagList\";` and replace the `.map(tag => <span className=\"pill\">{tag}</span>)` with `<TagList tags={...} />`.\n\n4. In `frontend/src/pages/TopicsBrowse.tsx`, update the subtopic rendering inside the `.topic-subtopics` div. For subtopics with `st.technique_count === 0`:\n   - Render as a `<span>` (not `<Link>`) with class `topic-subtopic topic-subtopic--empty` instead of a clickable link\n   - Add a small \"Coming soon\" badge: `<span className=\"pill pill--coming-soon\">Coming soon</span>`\n   - Keep the subtopic name visible so users know the topic exists\n   Use a conditional: `st.technique_count === 0 ? <span className=\"topic-subtopic topic-subtopic--empty\">...</span> : <Link ...>...</Link>`\n\n5. Add CSS for empty subtopic in `frontend/src/App.css`:\n   ```css\n   .topic-subtopic--empty {\n     opacity: 0.5;\n     cursor: default;\n   }\n   .topic-subtopic--empty:hover {\n     background: transparent;\n   }\n   .pill--coming-soon {\n     font-size: 0.65rem;\n     background: var(--color-surface-2);\n     color: var(--color-text-secondary);\n     font-style: italic;\n   }\n   ```\n\n6. Verify: `cd frontend && npx tsc --noEmit && npm run build`\n  - Estimate: 40m\n  - Files: frontend/src/components/TagList.tsx, frontend/src/pages/Home.tsx, frontend/src/pages/SearchResults.tsx, frontend/src/pages/SubTopicPage.tsx, frontend/src/pages/CreatorDetail.tsx, frontend/src/pages/TopicsBrowse.tsx, frontend/src/App.css\n  - Verify: cd frontend && npx tsc --noEmit && npm run build\n\n---\n\n### Requirements\nSource: `.gsd/REQUIREMENTS.md`\n\n# Requirements\n\n## R001 — Whisper Transcription Pipeline\n**Status:** validated\n**Description:** Desktop Python script that accepts video files (MP4/MKV), extracts audio via ffmpeg, runs Whisper large-v3 on RTX 4090, and outputs timestamped transcript JSON with segment-level timestamps and word-level timing. Must be resumable.\n**Validation:** Script processes a sample video and produces valid JSON with timestamped segments.\n**Primary Owner:** M001/S01\n\n## R002 — Transcript Ingestion API\n**Status:** validated\n**Description:** FastAPI endpoint that accepts transcript JSON uploads, creates/updates Creator and Source Video records, and stores transcript data in PostgreSQL. Handles new creator detection from folder names.\n**Validation:** POST transcript JSON → 200 OK, records created in DB, file stored on filesystem.\n**Primary Owner:** M001/S02\n\n## R003 — LLM-Powered Extraction Pipeline (Stages 2-5)\n**Status:** validated\n**Description:** Background worker pipeline: transcript segmentation → key moment extraction → classification/tagging → technique page synthesis. Uses OpenAI-compatible API with primary (DGX Sparks Qwen) and fallback (local Ollama) endpoints. Pipeline must be resumable per-video per-stage.\n**Validation:** End-to-end: transcript JSON in → technique pages with key moments, tags, and cross-references out.\n**Primary Owner:** M001/S03\n\n## R004 — Review Queue UI\n**Status:** validated\n**Description:** Admin interface for reviewing extracted key moments: approve, edit+approve, split, merge, reject. Organized by source video for contextual review. Includes mode toggle (review vs auto-publish).\n**Validation:** Admin can review, edit, and approve/reject moments; mode toggle controls whether new moments require review.\n**Primary Owner:** M001/S04\n\n## R005 — Search-First Web UI\n**Status:** validated\n**Description:** Landing page with prominent search bar, live typeahead (results after 2-3 chars), scope toggle (All/Topics/Creators), and two navigation cards (Topics, Creators). Recently added section. Search powered by Qdrant semantic search with keyword fallback.\n**Validation:** User types query → results appear within 500ms, grouped by type, with clickable navigation.\n**Primary Owner:** M001/S05\n\n## R006 — Technique Page Display\n**Status:** validated\n**Description:** Core content unit: header (tags, title, creator, meta), study guide prose (organized by sub-aspects with signal chain blocks and quotes), key moments index (timestamped list), related techniques, plugins referenced. Amber banner for livestream-sourced content.\n**Validation:** Technique page renders with all sections populated from synthesized data.\n**Primary Owner:** M001/S05\n\n## R007 — Creators Browse Page\n**Status:** validated\n**Description:** Filterable creator list with genre filter pills, type-to-narrow, sort options (randomized default, alphabetical, view count). Each row: name, genre tags, technique count, video count, view count. Links to creator detail page.\n**Validation:** Page loads with randomized order, genre filtering works, clicking row navigates to creator detail.\n**Primary Owner:** M001/S05\n\n## R008 — Topics Browse Page\n**Status:** validated\n**Description:** Two-level topic hierarchy (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 32 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/S02/S02-SUMMARY.md` (compress all task summaries).\n8. Write `/home/aux/projects/content-to-kb-automator/.gsd/milestones/M011/slices/S02/S02-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/S02/S02-SUMMARY.md` and `/home/aux/projects/content-to-kb-automator/.gsd/milestones/M011/slices/S02/S02-UAT.md` automatically.**\n\nWhen done, say: \"Slice S02 complete.\"","display":false,"id":"f265f2d6","parentId":"de7cd7fa","timestamp":"2026-03-31T08:35:08.218Z"}
{"type":"message","id":"c0e57cbf","parentId":"f265f2d6","timestamp":"2026-03-31T08:35:12.964Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"Let me start by reading the task summaries to understand what was delivered, then verify the build passes, and complete the slice.","thinkingSignature":"Er4CClkIDBgCKkDjgl8u4HPB6Rk65bkjRGdoT4gPQZjR75zASGjmhsF/PuXZ0fUr/4lR84ksj99DqhjkxC0Mw+d8SR3aP2x3sBp8Mg9jbGF1ZGUtb3B1cy00LTY4ABIMUPQc1S8n7GmyHb9gGgz2bCp8T0RLGApihxYiMLr43p6vJK+fdWr8kgbeaAgyelCdYg8otW0A5FYaT0mvrnN5p7ayGWIKiln95+1ctCqSAb5SCDxntjDkgQlCI/Qvp5h3rAKJeKCTn3gmfgqgTTj6Bl4Weovk9VG8bv2aUHt3EFzQ617j1RaAB5SlFWPLkXaiUlBgnNy0mRdyZ40kVY0y47SlW+U3GnNl/jMJY0ejCblsRQ3HlXv2PNKw9Di7fOcVB8Z1vrRGGTvndvxFQnjvl9iLC8J/QtzcoZ9akRPxFbLMGAE="},{"type":"text","text":"Let me read the task summaries and verify the build."},{"type":"toolCall","id":"toolu_01P2oH2f2kQPp3wzjthGbuaY","name":"bash","arguments":{"command":"ls .gsd/milestones/M011/slices/S02/tasks/"}},{"type":"toolCall","id":"toolu_012Fdp3ijY7UgqMRdK5HcLEM","name":"bash","arguments":{"command":"cd frontend && npx tsc --noEmit 2>&1 | tail -5","timeout":60}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":3,"output":197,"cacheRead":58940,"cacheWrite":6883,"totalTokens":66023,"cost":{"input":0.000015000000000000002,"output":0.0049250000000000006,"cacheRead":0.02947,"cacheWrite":0.04301875,"total":0.07742875}},"stopReason":"toolUse","timestamp":1774946108217}}
{"type":"message","id":"d37647cb","parentId":"c0e57cbf","timestamp":"2026-03-31T08:35:12.977Z","message":{"role":"toolResult","toolCallId":"toolu_01P2oH2f2kQPp3wzjthGbuaY","toolName":"bash","content":[{"type":"text","text":"T01-PLAN.md\nT01-SUMMARY.md\nT01-VERIFY.json\nT02-PLAN.md\nT02-SUMMARY.md\nT02-VERIFY.json\nT03-PLAN.md\nT03-SUMMARY.md\nT03-VERIFY.json\n"}],"isError":false,"timestamp":1774946112977}}
{"type":"message","id":"a337ad0c","parentId":"d37647cb","timestamp":"2026-03-31T08:35:13.269Z","message":{"role":"toolResult","toolCallId":"toolu_012Fdp3ijY7UgqMRdK5HcLEM","toolName":"bash","content":[{"type":"text","text":"(no output)"}],"isError":false,"timestamp":1774946113268}}
{"type":"message","id":"c0644461","parentId":"a337ad0c","timestamp":"2026-03-31T08:35:17.931Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"toolu_01Pn8VSYjjsdRLhPJuCmoAdq","name":"async_bash","arguments":{"command":"cd frontend && npm run build 2>&1 | tail -10","timeout":60}},{"type":"toolCall","id":"toolu_0143zoT5BdNuKaWnM7aRsXuM","name":"read","arguments":{"path":".gsd/milestones/M011/slices/S02/tasks/T01-SUMMARY.md"}},{"type":"toolCall","id":"toolu_01UxPnr7gzYL6SoLJ29CkTSw","name":"read","arguments":{"path":".gsd/milestones/M011/slices/S02/tasks/T02-SUMMARY.md"}},{"type":"toolCall","id":"toolu_01WHBLn3kdXXynRnN1ouUY1j","name":"read","arguments":{"path":".gsd/milestones/M011/slices/S02/tasks/T03-SUMMARY.md"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":261,"cacheRead":65823,"cacheWrite":292,"totalTokens":66377,"cost":{"input":0.000005,"output":0.006525,"cacheRead":0.032911499999999996,"cacheWrite":0.001825,"total":0.0412665}},"stopReason":"toolUse","timestamp":1774946113269}}
{"type":"message","id":"ca8678eb","parentId":"c0644461","timestamp":"2026-03-31T08:35:17.939Z","message":{"role":"toolResult","toolCallId":"toolu_01Pn8VSYjjsdRLhPJuCmoAdq","toolName":"async_bash","content":[{"type":"text","text":"Background job started: **bg_bb32334a**\nCommand: `cd frontend && npm run build 2>&1 | tail -10`\n\nUse `await_job` to get results when ready, or `cancel_job` to stop."}],"isError":false,"timestamp":1774946117939}}
{"type":"message","id":"932b1336","parentId":"ca8678eb","timestamp":"2026-03-31T08:35:17.944Z","message":{"role":"toolResult","toolCallId":"toolu_0143zoT5BdNuKaWnM7aRsXuM","toolName":"read","content":[{"type":"text","text":"---\nid: T01\nparent: S02\nmilestone: M011\nprovides: []\nrequires: []\naffects: []\nkey_files: [\"frontend/src/pages/TopicsBrowse.tsx\", \"frontend/src/App.css\"]\nkey_decisions: [\"Used CSS grid-template-rows 0fr/1fr technique for smooth height animation without JS measurement\"]\npatterns_established: []\ndrill_down_paths: []\nobservability_surfaces: []\nduration: \"\"\nverification_result: \"TypeScript type check (npx tsc --noEmit) and production build (npm run build) both pass cleanly with exit code 0.\"\ncompleted_at: 2026-03-31T08:30:49.223Z\nblocker_discovered: false\n---\n\n# T01: Topics page loads with all categories collapsed; expand/collapse uses smooth CSS grid-template-rows animation instead of conditional render\n\n> Topics page loads with all categories collapsed; expand/collapse uses smooth CSS grid-template-rows animation instead of conditional render\n\n## What Happened\n---\nid: T01\nparent: S02\nmilestone: M011\nkey_files:\n  - frontend/src/pages/TopicsBrowse.tsx\n  - frontend/src/App.css\nkey_decisions:\n  - Used CSS grid-template-rows 0fr/1fr technique for smooth height animation without JS measurement\nduration: \"\"\nverification_result: passed\ncompleted_at: 2026-03-31T08:30:49.224Z\nblocker_discovered: false\n---\n\n# T01: Topics page loads with all categories collapsed; expand/collapse uses smooth CSS grid-template-rows animation instead of conditional render\n\n**Topics page loads with all categories collapsed; expand/collapse uses smooth CSS grid-template-rows animation instead of conditional render**\n\n## What Happened\n\nChanged the useEffect in TopicsBrowse.tsx to initialize the expanded set as empty instead of pre-filling all category names. Replaced the conditional {isExpanded && (...)} render with an always-rendered wrapper div using the grid-template-rows: 0fr/1fr animation technique. Added CSS rules for the wrapper, expanded state, and updated the inner div with overflow: hidden and min-height: 0 for smooth clipping.\n\n## Verification\n\nTypeScript type check (npx tsc --noEmit) and production build (npm run build) both pass cleanly with exit code 0.\n\n## Verification Evidence\n\n| # | Command | Exit Code | Verdict | Duration |\n|---|---------|-----------|---------|----------|\n| 1 | `cd frontend && npx tsc --noEmit && npm run build` | 0 | ✅ pass | 3700ms |\n\n\n## Deviations\n\nNone.\n\n## Known Issues\n\nNone.\n\n## Files Created/Modified\n\n- `frontend/src/pages/TopicsBrowse.tsx`\n- `frontend/src/App.css`\n\n\n## Deviations\nNone.\n\n## Known Issues\nNone.\n"}],"isError":false,"timestamp":1774946117943}}
{"type":"message","id":"563b1fe3","parentId":"932b1336","timestamp":"2026-03-31T08:35:17.945Z","message":{"role":"toolResult","toolCallId":"toolu_01UxPnr7gzYL6SoLJ29CkTSw","toolName":"read","content":[{"type":"text","text":"---\nid: T02\nparent: S02\nmilestone: M011\nprovides: []\nrequires: []\naffects: []\nkey_files: [\"frontend/src/pages/CreatorDetail.tsx\", \"frontend/src/App.css\"]\nkey_decisions: [\"Kept single dot separator between video count and topic pills; pills self-separate via flex gap\"]\npatterns_established: []\ndrill_down_paths: []\nobservability_surfaces: []\nduration: \"\"\nverification_result: \"npx tsc --noEmit and npm run build both pass cleanly. Badge class names derive from catSlug() which is proven in TopicsBrowse.\"\ncompleted_at: 2026-03-31T08:32:02.924Z\nblocker_discovered: false\n---\n\n# T02: Replaced run-on dot-separated topic stats on CreatorDetail with colored pill badges using catSlug-based badge classes\n\n> Replaced run-on dot-separated topic stats on CreatorDetail with colored pill badges using catSlug-based badge classes\n\n## What Happened\n---\nid: T02\nparent: S02\nmilestone: M011\nkey_files:\n  - frontend/src/pages/CreatorDetail.tsx\n  - frontend/src/App.css\nkey_decisions:\n  - Kept single dot separator between video count and topic pills; pills self-separate via flex gap\nduration: \"\"\nverification_result: passed\ncompleted_at: 2026-03-31T08:32:02.925Z\nblocker_discovered: false\n---\n\n# T02: Replaced run-on dot-separated topic stats on CreatorDetail with colored pill badges using catSlug-based badge classes\n\n**Replaced run-on dot-separated topic stats on CreatorDetail with colored pill badges using catSlug-based badge classes**\n\n## What Happened\n\nThe CreatorDetail stats section rendered topic categories as plain text spans separated by dot characters. Replaced the .map block with colored badge badge--cat-{slug} spans wrapped in a new .creator-detail__topic-pills flex container. Imported catSlug utility to derive the badge class suffix from category names, reusing the same color scheme from the TopicsBrowse page.\n\n## Verification\n\nnpx tsc --noEmit and npm run build both pass cleanly. Badge class names derive from catSlug() which is proven in TopicsBrowse.\n\n## Verification Evidence\n\n| # | Command | Exit Code | Verdict | Duration |\n|---|---------|-----------|---------|----------|\n| 1 | `cd frontend && npx tsc --noEmit && npm run build` | 0 | ✅ pass | 3200ms |\n\n\n## Deviations\n\nNone.\n\n## Known Issues\n\nNone.\n\n## Files Created/Modified\n\n- `frontend/src/pages/CreatorDetail.tsx`\n- `frontend/src/App.css`\n\n\n## Deviations\nNone.\n\n## Known Issues\nNone.\n"}],"isError":false,"timestamp":1774946117943}}
{"type":"message","id":"a27a2c94","parentId":"563b1fe3","timestamp":"2026-03-31T08:35:17.948Z","message":{"role":"toolResult","toolCallId":"toolu_01WHBLn3kdXXynRnN1ouUY1j","toolName":"read","content":[{"type":"text","text":"---\nid: T03\nparent: S02\nmilestone: M011\nprovides: []\nrequires: []\naffects: []\nkey_files: [\"frontend/src/components/TagList.tsx\", \"frontend/src/pages/Home.tsx\", \"frontend/src/pages/SearchResults.tsx\", \"frontend/src/pages/SubTopicPage.tsx\", \"frontend/src/pages/CreatorDetail.tsx\", \"frontend/src/pages/TopicsBrowse.tsx\", \"frontend/src/App.css\"]\nkey_decisions: [\"Added pillClass prop to TagList so Home.tsx can pass pill--tag while other pages use bare pill class\"]\npatterns_established: []\ndrill_down_paths: []\nobservability_surfaces: []\nduration: \"\"\nverification_result: \"TypeScript compilation (tsc --noEmit) passed with zero errors. Production build (npm run build) succeeded — 51 modules transformed, built in 827ms.\"\ncompleted_at: 2026-03-31T08:34:55.792Z\nblocker_discovered: false\n---\n\n# T03: Created shared TagList component with max-4 overflow, applied across all 5 tag sites, and added empty subtopic Coming soon badge\n\n> Created shared TagList component with max-4 overflow, applied across all 5 tag sites, and added empty subtopic Coming soon badge\n\n## What Happened\n---\nid: T03\nparent: S02\nmilestone: M011\nkey_files:\n  - frontend/src/components/TagList.tsx\n  - frontend/src/pages/Home.tsx\n  - frontend/src/pages/SearchResults.tsx\n  - frontend/src/pages/SubTopicPage.tsx\n  - frontend/src/pages/CreatorDetail.tsx\n  - frontend/src/pages/TopicsBrowse.tsx\n  - frontend/src/App.css\nkey_decisions:\n  - Added pillClass prop to TagList so Home.tsx can pass pill--tag while other pages use bare pill class\nduration: \"\"\nverification_result: passed\ncompleted_at: 2026-03-31T08:34:55.792Z\nblocker_discovered: false\n---\n\n# T03: Created shared TagList component with max-4 overflow, applied across all 5 tag sites, and added empty subtopic Coming soon badge\n\n**Created shared TagList component with max-4 overflow, applied across all 5 tag sites, and added empty subtopic Coming soon badge**\n\n## What Happened\n\nCreated TagList component with configurable max and pillClass props. Replaced all 5 inline topic_tags.map() calls across Home, SearchResults, SubTopicPage, CreatorDetail with the shared component. Added empty subtopic handling in TopicsBrowse — technique_count === 0 renders a non-clickable span with Coming soon pill instead of a Link. Added pill--overflow, pill--coming-soon, and topic-subtopic--empty CSS.\n\n## Verification\n\nTypeScript compilation (tsc --noEmit) passed with zero errors. Production build (npm run build) succeeded — 51 modules transformed, built in 827ms.\n\n## Verification Evidence\n\n| # | Command | Exit Code | Verdict | Duration |\n|---|---------|-----------|---------|----------|\n| 1 | `cd frontend && npx tsc --noEmit` | 0 | ✅ pass | 3600ms |\n| 2 | `cd frontend && npm run build` | 0 | ✅ pass | 2900ms |\n\n\n## Deviations\n\nAdded pillClass prop to TagList (not in plan) to preserve existing pill--tag class used in Home.tsx.\n\n## Known Issues\n\nNone.\n\n## Files Created/Modified\n\n- `frontend/src/components/TagList.tsx`\n- `frontend/src/pages/Home.tsx`\n- `frontend/src/pages/SearchResults.tsx`\n- `frontend/src/pages/SubTopicPage.tsx`\n- `frontend/src/pages/CreatorDetail.tsx`\n- `frontend/src/pages/TopicsBrowse.tsx`\n- `frontend/src/App.css`\n\n\n## Deviations\nAdded pillClass prop to TagList (not in plan) to preserve existing pill--tag class used in Home.tsx.\n\n## Known Issues\nNone.\n"}],"isError":false,"timestamp":1774946117944}}
{"type":"message","id":"0a56ed5d","parentId":"a27a2c94","timestamp":"2026-03-31T08:35:21.058Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"toolu_019W64Z5rJVCN2ZaxKKqpugL","name":"await_job","arguments":{"jobs":["bg_bb32334a"]}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":60,"cacheRead":66115,"cacheWrite":2783,"totalTokens":68959,"cost":{"input":0.000005,"output":0.0015,"cacheRead":0.0330575,"cacheWrite":0.01739375,"total":0.051956249999999995}},"stopReason":"toolUse","timestamp":1774946117946}}
{"type":"message","id":"b6a80ac7","parentId":"0a56ed5d","timestamp":"2026-03-31T08:35:21.060Z","message":{"role":"toolResult","toolCallId":"toolu_019W64Z5rJVCN2ZaxKKqpugL","toolName":"await_job","content":[{"type":"text","text":"### bg_bb32334a — cd frontend && npm run build 2>&1 | tail -10 (completed, 3.1s)\n\n\nvite v6.4.1 building for production...\ntransforming...\n✓ 51 modules transformed.\nrendering chunks...\ncomputing gzip size...\ndist/index.html                   0.45 kB │ gzip:  0.28 kB\ndist/assets/index-noAmnliK.css   60.38 kB │ gzip:  9.35 kB\ndist/assets/index-DPykqAzS.js   234.17 kB │ gzip: 71.60 kB\n✓ built in 777ms\n"}],"isError":false,"timestamp":1774946121059}}
{"type":"message","id":"4d4e76fe","parentId":"b6a80ac7","timestamp":"2026-03-31T08:35:28.472Z","message":{"role":"assistant","content":[{"type":"text","text":"TypeScript and build both pass. Let me quickly verify the key deliverables exist in the source."},{"type":"toolCall","id":"toolu_01DuzFhaG3iVYdvWhyBdfdno","name":"bash","arguments":{"command":"grep -n 'setExpanded(new Set())' frontend/src/pages/TopicsBrowse.tsx | head -3"}},{"type":"toolCall","id":"toolu_014MkJZCJND1QcK5ZWSQbDu3","name":"bash","arguments":{"command":"grep -n 'topic-subtopics-wrapper\\|grid-template-rows.*0fr\\|grid-template-rows.*1fr' frontend/src/App.css | head -6"}},{"type":"toolCall","id":"toolu_01AWzVW3VdTszW27U9ka7csu","name":"bash","arguments":{"command":"grep -n 'creator-detail__topic-pills\\|badge--cat-' frontend/src/pages/CreatorDetail.tsx | head -5"}},{"type":"toolCall","id":"toolu_01XuJvjGS186QQ2jiTKVmSAe","name":"bash","arguments":{"command":"cat frontend/src/components/TagList.tsx"}},{"type":"toolCall","id":"toolu_01XPzDNqzgv6sZzVo4qKBSZC","name":"bash","arguments":{"command":"grep -n 'pill--coming-soon\\|topic-subtopic--empty\\|Coming soon' frontend/src/pages/TopicsBrowse.tsx | head -5"}},{"type":"toolCall","id":"toolu_01KGQSMZ5RqPwidNQLJoLF6e","name":"bash","arguments":{"command":"grep -c 'TagList' frontend/src/pages/Home.tsx frontend/src/pages/SearchResults.tsx frontend/src/pages/SubTopicPage.tsx frontend/src/pages/CreatorDetail.tsx"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":452,"cacheRead":66115,"cacheWrite":3030,"totalTokens":69598,"cost":{"input":0.000005,"output":0.011300000000000001,"cacheRead":0.0330575,"cacheWrite":0.0189375,"total":0.0633}},"stopReason":"toolUse","timestamp":1774946121059}}
{"type":"message","id":"dbcc065f","parentId":"4d4e76fe","timestamp":"2026-03-31T08:35:28.503Z","message":{"role":"toolResult","toolCallId":"toolu_01DuzFhaG3iVYdvWhyBdfdno","toolName":"bash","content":[{"type":"text","text":"38:          setExpanded(new Set());\n"}],"isError":false,"timestamp":1774946128503}}
{"type":"message","id":"4ae73bab","parentId":"dbcc065f","timestamp":"2026-03-31T08:35:28.504Z","message":{"role":"toolResult","toolCallId":"toolu_014MkJZCJND1QcK5ZWSQbDu3","toolName":"bash","content":[{"type":"text","text":"2338:.topic-subtopics-wrapper {\n2340:  grid-template-rows: 0fr;\n2344:.topic-subtopics-wrapper[data-expanded=\"true\"] {\n2345:  grid-template-rows: 1fr;\n"}],"isError":false,"timestamp":1774946128503}}
{"type":"message","id":"cf285ac0","parentId":"4ae73bab","timestamp":"2026-03-31T08:35:28.504Z","message":{"role":"toolResult","toolCallId":"toolu_01AWzVW3VdTszW27U9ka7csu","toolName":"bash","content":[{"type":"text","text":"114:                <span className=\"creator-detail__topic-pills\">\n124:                      <span key={cat} className={`badge badge--cat-${catSlug(cat)}`}>\n"}],"isError":false,"timestamp":1774946128504}}
{"type":"message","id":"61c599ce","parentId":"cf285ac0","timestamp":"2026-03-31T08:35:28.504Z","message":{"role":"toolResult","toolCallId":"toolu_01XuJvjGS186QQ2jiTKVmSAe","toolName":"bash","content":[{"type":"text","text":"/**\n * Shared tag list with overflow indicator.\n *\n * Renders up to `max` tag pills (default 4), plus a \"+N more\" pill\n * when the list exceeds the limit. Used across cards and detail pages\n * to keep tag displays compact and consistent (R027).\n */\n\ninterface TagListProps {\n  tags: string[];\n  max?: number;\n  /** Extra CSS class added to each pill (e.g. \"pill--tag\") */\n  pillClass?: string;\n}\n\nexport default function TagList({ tags, max = 4, pillClass }: TagListProps) {\n  const visible = tags.slice(0, max);\n  const overflow = tags.length - max;\n  const cls = pillClass ? `pill ${pillClass}` : \"pill\";\n\n  return (\n    <>\n      {visible.map((tag) => (\n        <span key={tag} className={cls}>\n          {tag}\n        </span>\n      ))}\n      {overflow > 0 && (\n        <span className=\"pill pill--overflow\">+{overflow} more</span>\n      )}\n    </>\n  );\n}\n"}],"isError":false,"timestamp":1774946128504}}
{"type":"message","id":"52e34910","parentId":"61c599ce","timestamp":"2026-03-31T08:35:28.505Z","message":{"role":"toolResult","toolCallId":"toolu_01XPzDNqzgv6sZzVo4qKBSZC","toolName":"bash","content":[{"type":"text","text":"162:                            className=\"topic-subtopic topic-subtopic--empty\"\n166:                              <span className=\"pill pill--coming-soon\">Coming soon</span>\n"}],"isError":false,"timestamp":1774946128504}}
{"type":"message","id":"0267949c","parentId":"52e34910","timestamp":"2026-03-31T08:35:28.508Z","message":{"role":"toolResult","toolCallId":"toolu_01KGQSMZ5RqPwidNQLJoLF6e","toolName":"bash","content":[{"type":"text","text":"frontend/src/pages/Home.tsx:3\nfrontend/src/pages/SearchResults.tsx:2\nfrontend/src/pages/SubTopicPage.tsx:2\nfrontend/src/pages/CreatorDetail.tsx:2\n"}],"isError":false,"timestamp":1774946128507}}
{"type":"message","id":"2becf8ca","parentId":"0267949c","timestamp":"2026-03-31T08:35:33.709Z","message":{"role":"assistant","content":[{"type":"text","text":"All deliverables verified. Now let me check decisions and knowledge files, then complete the slice."},{"type":"toolCall","id":"toolu_016buSNt89GG6BARkehi6mdG","name":"bash","arguments":{"command":"grep -c 'grid-template-rows.*0fr.*1fr\\|CSS grid.*animation' .gsd/DECISIONS.md .gsd/KNOWLEDGE.md 2>/dev/null || echo \"no matches\""}},{"type":"toolCall","id":"toolu_01NqzczF5idWHEpBFHLXoz9m","name":"read","arguments":{"limit":30,"path":".gsd/PROJECT.md"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":180,"cacheRead":69145,"cacheWrite":1091,"totalTokens":70417,"cost":{"input":0.000005,"output":0.0045000000000000005,"cacheRead":0.0345725,"cacheWrite":0.00681875,"total":0.04589625}},"stopReason":"toolUse","timestamp":1774946128507}}
{"type":"message","id":"3b2037a1","parentId":"2becf8ca","timestamp":"2026-03-31T08:35:33.721Z","message":{"role":"toolResult","toolCallId":"toolu_016buSNt89GG6BARkehi6mdG","toolName":"bash","content":[{"type":"text","text":".gsd/DECISIONS.md:0\n.gsd/KNOWLEDGE.md:0\nno matches\n"}],"isError":false,"timestamp":1774946133721}}
{"type":"message","id":"df96d513","parentId":"3b2037a1","timestamp":"2026-03-31T08:35:33.723Z","message":{"role":"toolResult","toolCallId":"toolu_01NqzczF5idWHEpBFHLXoz9m","toolName":"read","content":[{"type":"text","text":"# Chrysopedia\n\n**Knowledge base for music production techniques**, extracted from video content via an LLM-powered pipeline. Producers can search for specific techniques and find timestamped key moments, signal chains, and synthesized study guides — all derived from creator videos.\n\n## Current State\n\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\n[33 more lines in file. Use offset=31 to continue.]"}],"isError":false,"timestamp":1774946133721}}
{"type":"message","id":"503d0326","parentId":"df96d513","timestamp":"2026-03-31T08:36:24.686Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"All verification passes. Let me now complete the slice with the summary and UAT content.","thinkingSignature":"EpMCClkIDBgCKkAtTe0LJYdz8k9+dSpr1jN8S4oLaq/uoibJFbYUbnApiUfy/L+wlcHx4aWrXIdib4HRPYPloK/DiOFlr19YcvJzMg9jbGF1ZGUtb3B1cy00LTY4ABIMjRvqhxMnOXPfLYBKGgylJUw3uII9sf8QYKIiML/b5FXxwX5IwLqU82txA7TS+AFT4BO5U6KVP7FhMyjnKkkBLK4inMRxKJvI6w5GKypo7lk6yKITwHgN1enBXrDXjCbhPJpUmSZAOcFl7UcG0uDxb1aPNY9RNGhDBO9nz0NSRQmLsERUDxHK23W3fecvFBkuppSEr8RrgPu7Rn2hy6uixzvcfLb/256lg8roBFu7JohfcJrSLckYAQ=="},{"type":"text","text":"All four requirements (R019, R026, R027, R028) are delivered and verified. Let me complete the slice."},{"type":"toolCall","id":"toolu_01NhXW5vauEe6XvBkKFgANHC","name":"gsd_complete_slice","arguments":{"affects":[],"deviations":"T03 added a `pillClass` prop to TagList (not in plan) to preserve the existing `pill--tag` class used in Home.tsx. Minor additive change, no impact.","drillDownPaths":[".gsd/milestones/M011/slices/S02/tasks/T01-SUMMARY.md",".gsd/milestones/M011/slices/S02/tasks/T02-SUMMARY.md",".gsd/milestones/M011/slices/S02/tasks/T03-SUMMARY.md"],"filesModified":[{"description":"New shared component — renders up to max tags with +N overflow pill","path":"frontend/src/components/TagList.tsx"},{"description":"Collapsed-by-default init, grid animation wrapper, empty subtopic Coming soon badge","path":"frontend/src/pages/TopicsBrowse.tsx"},{"description":"Topic stats as colored badge pills in flex container, TagList for technique tags","path":"frontend/src/pages/CreatorDetail.tsx"},{"description":"Replaced inline tag maps with TagList component (featured + recent cards)","path":"frontend/src/pages/Home.tsx"},{"description":"Replaced inline tag map with TagList component","path":"frontend/src/pages/SearchResults.tsx"},{"description":"Replaced inline tag map with TagList component","path":"frontend/src/pages/SubTopicPage.tsx"},{"description":"Added grid animation rules, topic-pills flex container, pill--overflow, pill--coming-soon, topic-subtopic--empty styles","path":"frontend/src/App.css"}],"followUps":"None.","keyDecisions":["Used CSS grid-template-rows 0fr/1fr for smooth collapse/expand — no JS height measurement needed","Added pillClass prop to TagList to preserve existing pill--tag styling in Home.tsx","Kept single dot separator between video count and topic pills in CreatorDetail"],"keyFiles":["frontend/src/components/TagList.tsx","frontend/src/pages/TopicsBrowse.tsx","frontend/src/pages/CreatorDetail.tsx","frontend/src/pages/Home.tsx","frontend/src/pages/SearchResults.tsx","frontend/src/pages/SubTopicPage.tsx","frontend/src/App.css"],"knownLimitations":"None.","milestoneId":"M011","narrative":"Three tasks delivered four UI improvements across the frontend.\n\n**T01 — Topics collapse/expand animation.** Changed TopicsBrowse to initialize with an empty expanded set (all categories collapsed on load). Replaced the conditional render (`{isExpanded && ...}`) with an always-rendered wrapper using CSS `grid-template-rows: 0fr/1fr` animation. The wrapper transitions over 300ms, the inner div uses `overflow: hidden; min-height: 0` for smooth clipping. No JS measurement needed.\n\n**T02 — Creator stats colored pills.** Replaced the run-on dot-separated topic stats in CreatorDetail with `badge badge--cat-{slug}` spans wrapped in a flex container. Reuses the `catSlug()` utility and existing badge color classes from the Topics page, so colors are consistent across the app.\n\n**T03 — Shared TagList + empty subtopic handling.** Created `TagList.tsx` component with configurable `max` (default 4) and optional `pillClass` prop. Applied it across all 5 tag-rendering sites: Home (featured + recent cards), SearchResults, SubTopicPage, CreatorDetail. Added `pill--overflow` styling for the \"+N more\" badge. In TopicsBrowse, subtopics with `technique_count === 0` now render as non-clickable spans with a \"Coming soon\" pill instead of dead-end links. Added `topic-subtopic--empty` and `pill--coming-soon` CSS.","observabilitySurfaces":[],"oneLiner":"Topics page loads collapsed with smooth CSS grid animation, creator stats use colored topic pills, tags capped at 4 with +N overflow via shared TagList component, empty subtopics show Coming soon badge.","patternsEstablished":["Shared TagList component as single source for tag rendering with overflow — all 5 tag sites now use it","CSS grid-template-rows 0fr/1fr pattern for animating variable-height content without JS"],"provides":["TagList component available for any future tag-rendering sites","Collapse/expand animation pattern reusable for other accordion-style UI"],"requirementsAdvanced":[{"how":"Topics page initializes collapsed, expand/collapse uses smooth 300ms CSS grid animation","id":"R019"},{"how":"Creator stats rendered as colored badge pills using catSlug-based classes","id":"R026"},{"how":"TagList component caps visible tags at 4 with +N more overflow badge, applied across all 5 sites","id":"R027"},{"how":"Empty subtopics render as non-clickable spans with Coming soon pill badge","id":"R028"}],"requirementsInvalidated":[],"requirementsSurfaced":[],"requirementsValidated":[],"requires":[],"sliceId":"S02","sliceTitle":"Topics, Creator Stats & Card Polish","uatContent":"# S02 UAT — Topics, Creator Stats & Card Polish\n\n## Preconditions\n- Chrysopedia frontend running (http://ub01:8096 or local dev server)\n- At least one creator with multiple topic categories in the database\n- At least one technique with more than 4 topic tags\n- At least one subtopic with 0 techniques\n\n---\n\n## Test 1: Topics Page Loads Collapsed\n\n1. Navigate to `/topics`\n2. **Expected:** All 7 category cards are visible but no subtopic lists are shown\n3. Click any category card header\n4. **Expected:** Subtopics expand with a smooth ~300ms slide animation (not an instant pop)\n5. Click the same category header again\n6. **Expected:** Subtopics collapse with the same smooth animation\n7. Click two different categories in sequence\n8. **Expected:** Both expand independently; expanding one does not collapse the other\n\n## Test 2: Empty Subtopic Coming Soon Badge\n\n1. Navigate to `/topics`\n2. Expand a category that contains a subtopic with 0 techniques\n3. **Expected:** The empty subtopic shows its name with a \"Coming soon\" pill badge\n4. **Expected:** The empty subtopic text is dimmed (opacity ~0.5) and the cursor is `default` (not pointer)\n5. Click the empty subtopic\n6. **Expected:** Nothing happens — it is not a link, no navigation occurs\n7. Hover over the empty subtopic\n8. **Expected:** No background highlight (unlike active subtopics)\n\n## Test 3: Creator Stats Colored Pills\n\n1. Navigate to `/creators` and click a creator with multiple topic categories\n2. **Expected:** The stats line shows topic categories as colored pill badges (not plain text with dots)\n3. **Expected:** Each pill has a distinct color corresponding to its topic category (same colors as Topics page category borders)\n4. **Expected:** Pills wrap naturally if the container is narrow (flex-wrap behavior)\n\n## Test 4: Tag Overflow on Cards\n\n1. Navigate to the homepage (`/`)\n2. Find a technique card (featured or recent) that has more than 4 tags in the database\n3. **Expected:** Exactly 4 tag pills are visible, followed by a \"+N more\" pill in muted/italic style\n4. Navigate to `/search` and search for a term that returns a technique with >4 tags\n5. **Expected:** Same overflow behavior — 4 tags + \"+N more\"\n6. Navigate to a subtopic page with a technique that has >4 tags\n7. **Expected:** Same overflow behavior\n8. Navigate to a creator detail page with a technique that has >4 tags\n9. **Expected:** Same overflow behavior\n\n## Test 5: Tag Overflow Edge Cases\n\n1. Find a technique card with exactly 4 tags\n2. **Expected:** All 4 tags shown, no \"+N more\" pill\n3. Find a technique card with fewer than 4 tags (e.g., 2)\n4. **Expected:** All tags shown, no \"+N more\" pill\n5. Find a technique card with exactly 5 tags\n6. **Expected:** 4 tags shown + \"+1 more\" pill\n\n## Test 6: Collapse Animation is CSS-Based (Not Conditional Render)\n\n1. Navigate to `/topics`\n2. Open browser DevTools → Elements panel\n3. Expand a category\n4. **Expected:** The subtopics wrapper div is always present in the DOM (not conditionally rendered). Its `data-expanded` attribute toggles between true/absent. The `grid-template-rows` CSS property transitions between `0fr` and `1fr`.\n","verification":"TypeScript type check (`npx tsc --noEmit`) passes with zero errors. Production build (`npm run build`) succeeds — 51 modules transformed, built in 777ms. All key source artifacts confirmed: collapsed init in TopicsBrowse, grid-template-rows CSS rules, badge--cat classes in CreatorDetail, TagList component with overflow logic, Coming soon badge rendering for empty subtopics, TagList imported in all 4 consumer pages."}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":2588,"cacheRead":70236,"cacheWrite":1252,"totalTokens":74077,"cost":{"input":0.000005,"output":0.06470000000000001,"cacheRead":0.035117999999999996,"cacheWrite":0.007825,"total":0.10764800000000001}},"stopReason":"toolUse","timestamp":1774946133722}}
{"type":"message","id":"58149a9f","parentId":"503d0326","timestamp":"2026-03-31T08:36:24.722Z","message":{"role":"toolResult","toolCallId":"toolu_01NhXW5vauEe6XvBkKFgANHC","toolName":"gsd_complete_slice","content":[{"type":"text","text":"Completed slice S02 (M011)"}],"details":{"operation":"complete_slice","sliceId":"S02","milestoneId":"M011","summaryPath":"/home/aux/projects/content-to-kb-automator/.gsd/milestones/M011/slices/S02/S02-SUMMARY.md","uatPath":"/home/aux/projects/content-to-kb-automator/.gsd/milestones/M011/slices/S02/S02-UAT.md"},"isError":false,"timestamp":1774946184720}}
{"type":"message","id":"8067ef7f","parentId":"58149a9f","timestamp":"2026-03-31T08:36:33.072Z","message":{"role":"assistant","content":[{"type":"text","text":"Now update requirements to validated status for the four delivered requirements."},{"type":"toolCall","id":"toolu_011jD3mLFKwXP1Nv5twp1wjs","name":"gsd_requirement_update","arguments":{"id":"R019","status":"validated","validation":"Topics page loads with all categories collapsed. Click expands with smooth 300ms CSS grid-template-rows animation. Click again collapses. Verified in build."}},{"type":"toolCall","id":"toolu_01Utd8wDoHcmxmtekM4tZy2V","name":"gsd_requirement_update","arguments":{"id":"R026","status":"validated","validation":"Creator detail stats show colored pill badges using badge--cat-{catSlug} classes. Colors match topic category scheme."}},{"type":"toolCall","id":"toolu_01HgCzJxqimPE4VVR1FH7ABr","name":"gsd_requirement_update","arguments":{"id":"R027","status":"validated","validation":"Shared TagList component renders max 4 tags with +N more overflow pill. Applied across all 5 tag sites (Home featured, Home recent, SearchResults, SubTopicPage, CreatorDetail)."}},{"type":"toolCall","id":"toolu_01WYi9gxZfb3v3Mj5E6goSos","name":"gsd_requirement_update","arguments":{"id":"R028","status":"validated","validation":"Empty subtopics render as non-clickable spans with Coming soon pill badge, dimmed opacity, and no hover highlight."}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":450,"cacheRead":71488,"cacheWrite":2588,"totalTokens":74527,"cost":{"input":0.000005,"output":0.011250000000000001,"cacheRead":0.035744,"cacheWrite":0.016175000000000002,"total":0.06317400000000001}},"stopReason":"toolUse","timestamp":1774946184721}}
{"type":"message","id":"8accd0b7","parentId":"8067ef7f","timestamp":"2026-03-31T08:36:33.074Z","message":{"role":"toolResult","toolCallId":"toolu_011jD3mLFKwXP1Nv5twp1wjs","toolName":"gsd_requirement_update","content":[{"type":"text","text":"Error: Requirement R019 not found."}],"details":{"operation":"update_requirement","id":"R019","error":"not_found"},"isError":false,"timestamp":1774946193074}}
{"type":"message","id":"26fce200","parentId":"8accd0b7","timestamp":"2026-03-31T08:36:33.074Z","message":{"role":"toolResult","toolCallId":"toolu_01Utd8wDoHcmxmtekM4tZy2V","toolName":"gsd_requirement_update","content":[{"type":"text","text":"Error: Requirement R026 not found."}],"details":{"operation":"update_requirement","id":"R026","error":"not_found"},"isError":false,"timestamp":1774946193074}}
{"type":"message","id":"37bc3177","parentId":"26fce200","timestamp":"2026-03-31T08:36:33.075Z","message":{"role":"toolResult","toolCallId":"toolu_01HgCzJxqimPE4VVR1FH7ABr","toolName":"gsd_requirement_update","content":[{"type":"text","text":"Error: Requirement R027 not found."}],"details":{"operation":"update_requirement","id":"R027","error":"not_found"},"isError":false,"timestamp":1774946193074}}
{"type":"message","id":"9769ea2a","parentId":"37bc3177","timestamp":"2026-03-31T08:36:33.078Z","message":{"role":"toolResult","toolCallId":"toolu_01WYi9gxZfb3v3Mj5E6goSos","toolName":"gsd_requirement_update","content":[{"type":"text","text":"Error: Requirement R028 not found."}],"details":{"operation":"update_requirement","id":"R028","error":"not_found"},"isError":false,"timestamp":1774946193075}}
{"type":"message","id":"af68a73b","parentId":"9769ea2a","timestamp":"2026-03-31T08:36:38.003Z","message":{"role":"assistant","content":[{"type":"text","text":"Requirements aren't in the DB (only in the markdown file). That's fine — the slice summary records the advancement evidence, and the reassess agent can handle any status changes.\n\nLet me update PROJECT.md with the new S02 deliverables."},{"type":"toolCall","id":"toolu_016QG267FdtKLCdQMgSqC193","name":"read","arguments":{"offset":31,"path":".gsd/PROJECT.md"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":128,"cacheRead":74076,"cacheWrite":611,"totalTokens":74816,"cost":{"input":0.000005,"output":0.0032,"cacheRead":0.037038,"cacheWrite":0.00381875,"total":0.044061750000000004}},"stopReason":"toolUse","timestamp":1774946193076}}
{"type":"message","id":"2085c0f5","parentId":"af68a73b","timestamp":"2026-03-31T08:36:38.006Z","message":{"role":"toolResult","toolCallId":"toolu_016QG267FdtKLCdQMgSqC193","toolName":"read","content":[{"type":"text","text":"- **Key moment search links fixed** — Search results for key moments link to parent technique page with anchor scroll to the specific moment.\n- **Test data and jargon cleanup** — Removed TestCreator from production data. Removed yellow \"livestream sourced\" jargon banner from search results. Clean footer version info.\n- **Homepage card enrichment** — Technique cards on homepage show topic tag pills and key moment count. Creator detail pages show technique-count-by-topic instead of meaningless '0 views'.\n- **Homepage first impression** — Hero tagline (\"Production Knowledge, Distilled\"), value proposition, 3-step how-it-works grid, \"Start Exploring\" CTA, popular topic quick-links, featured technique spotlight (random), and enriched 2-column recently-added grid with deduplication.\n- **About page** — /about with what/how/who sections (purpose, 5-step extraction pipeline, maintainer links). Footer link added.\n- **Dedicated sub-topic pages** — Clicking a sub-topic on Topics page loads `/topics/:category/:subtopic` with techniques grouped by creator, breadcrumb navigation, and loading/error/empty states.\n- **Related techniques cross-linking** — Every technique page shows up to 4 related techniques scored by creator overlap, topic match, and shared tags. Curated links take priority; dynamic results fill remaining slots.\n- **Topic color coding & page transitions** — Per-category accent colors on sub-topic pages and search results. CSS-only fade-in page enter animation on all 7 public pages.\n- **Search autocomplete** — Shared SearchAutocomplete component with popular suggestions on empty focus and debounced typeahead on 2+ characters. Used on Home and SearchResults pages.\n\n### Stack\n\n- **Backend:** FastAPI + Celery + SQLAlchemy (async) + PostgreSQL + Redis + Qdrant\n- **Frontend:** React + TypeScript + Vite\n- **LLM:** OpenAI-compatible API (DGX Sparks Qwen primary, local Ollama fallback)\n- **Deployment:** Docker Compose on ub01, nginx reverse proxy on nuc01\n\n### Milestone History\n\n| ID | Title | Status |\n|----|-------|--------|\n| M001 | Chrysopedia Foundation — Infrastructure, Pipeline Core, and Skeleton UI | ✅ Complete |\n| M002 | Deployment — GitHub, ub01 Docker Stack, and Production Wiring | ✅ Complete |\n| M003 | Domain + DNS + Per-Stage LLM Model Routing | ✅ Complete |\n| M004 | UI Polish, Bug Fixes, Technique Page Redesign, and Article Versioning | ✅ Complete |\n| M005 | Pipeline Dashboard, Technique Page Redesign, Key Moment Cards | ✅ Complete |\n| M006 | Admin Nav, Pipeline Log Views, Commit SHA, Tag Polish, Topics Redesign, Footer | ✅ Complete |\n| M007 | Pipeline Transparency, Auto-Ingest, Admin UX Polish, and Mobile Fixes | ✅ Complete |\n| M008 | Credibility Debt Cleanup — Broken Links, Test Data, Jargon, Empty Metrics | ✅ Complete |\n| M009 | Homepage & First Impression | ✅ Complete |\n| M010 | Discovery, Navigation & Visual Identity | ✅ Complete |\n| M011 | Interaction Polish, Navigation & Accessibility | 🔄 Active |\n"}],"isError":false,"timestamp":1774946198004}}
{"type":"message","id":"e939b5a6","parentId":"2085c0f5","timestamp":"2026-03-31T08:36:41.530Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"toolu_01SGiHZ8HJcXozcnLvZBpB2n","name":"read","arguments":{"limit":8,"offset":25,"path":".gsd/PROJECT.md"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":91,"cacheRead":74687,"cacheWrite":956,"totalTokens":75735,"cost":{"input":0.000005,"output":0.002275,"cacheRead":0.0373435,"cacheWrite":0.005975,"total":0.0455985}},"stopReason":"toolUse","timestamp":1774946198005}}
{"type":"message","id":"8c7d9525","parentId":"e939b5a6","timestamp":"2026-03-31T08:36:41.535Z","message":{"role":"toolResult","toolCallId":"toolu_01SGiHZ8HJcXozcnLvZBpB2n","toolName":"read","content":[{"type":"text","text":"- **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- **Key moment search links fixed** — Search results for key moments link to parent technique page with anchor scroll to the specific moment.\n- **Test data and jargon cleanup** — Removed TestCreator from production data. Removed yellow \"livestream sourced\" jargon banner from search results. Clean footer version info.\n\n[31 more lines in file. Use offset=33 to continue.]"}],"isError":false,"timestamp":1774946201532}}
{"type":"message","id":"84057557","parentId":"8c7d9525","timestamp":"2026-03-31T08:36:49.490Z","message":{"role":"assistant","content":[{"type":"text","text":"I need to add the M011/S01 and S02 deliverables to the \"What's Built\" list."},{"type":"toolCall","id":"toolu_01AefcXBY49hWLrVoKNMkZmZ","name":"edit","arguments":{"newText":"- **Search autocomplete** — Shared SearchAutocomplete component with popular suggestions on empty focus and debounced typeahead on 2+ characters. Used on Home and SearchResults pages.\n- **Interaction delight** — Card hover animations (scale + shadow), staggered entrance animations on card grids, featured technique glow treatment, Random Technique discovery button.\n- **Topics collapse/expand** — Topics page loads with all categories collapsed. Smooth CSS grid-template-rows animation on expand/collapse.\n- **Creator stats pills** — Creator detail page topic stats rendered as colored pill badges matching category colors.\n- **Tag overflow** — Shared TagList component caps visible tags at 4 with \"+N more\" overflow pill. Applied across all 5 tag-rendering sites.\n- **Empty subtopic handling** — Subtopics with 0 techniques show \"Coming soon\" badge instead of dead-end links.\n\n### Stack","oldText":"- **Search autocomplete** — Shared SearchAutocomplete component with popular suggestions on empty focus and debounced typeahead on 2+ characters. Used on Home and SearchResults pages.\n\n### Stack","path":".gsd/PROJECT.md"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":368,"cacheRead":75643,"cacheWrite":392,"totalTokens":76404,"cost":{"input":0.000005,"output":0.0092,"cacheRead":0.0378215,"cacheWrite":0.00245,"total":0.0494765}},"stopReason":"toolUse","timestamp":1774946201533}}
{"type":"message","id":"87910138","parentId":"84057557","timestamp":"2026-03-31T08:36:49.496Z","message":{"role":"toolResult","toolCallId":"toolu_01AefcXBY49hWLrVoKNMkZmZ","toolName":"edit","content":[{"type":"text","text":"Successfully replaced text in .gsd/PROJECT.md."}],"details":{"diff":" 36 - **Dedicated sub-topic pages** — Clicking a sub-topic on Topics page loads `/topics/:category/:subtopic` with techniques grouped by creator, breadcrumb navigation, and loading/error/empty states.\n 37 - **Related techniques cross-linking** — Every technique page shows up to 4 related techniques scored by creator overlap, topic match, and shared tags. Curated links take priority; dynamic results fill remaining slots.\n 38 - **Topic color coding & page transitions** — Per-category accent colors on sub-topic pages and search results. CSS-only fade-in page enter animation on all 7 public pages.\n 39 - **Search autocomplete** — Shared SearchAutocomplete component with popular suggestions on empty focus and debounced typeahead on 2+ characters. Used on Home and SearchResults pages.\n+40 - **Interaction delight** — Card hover animations (scale + shadow), staggered entrance animations on card grids, featured technique glow treatment, Random Technique discovery button.\n+41 - **Topics collapse/expand** — Topics page loads with all categories collapsed. Smooth CSS grid-template-rows animation on expand/collapse.\n+42 - **Creator stats pills** — Creator detail page topic stats rendered as colored pill badges matching category colors.\n+43 - **Tag overflow** — Shared TagList component caps visible tags at 4 with \"+N more\" overflow pill. Applied across all 5 tag-rendering sites.\n+44 - **Empty subtopic handling** — Subtopics with 0 techniques show \"Coming soon\" badge instead of dead-end links.\n 45 \n 46 ### Stack\n 47 \n 48 - **Backend:** FastAPI + Celery + SQLAlchemy (async) + PostgreSQL + Redis + Qdrant","firstChangedLine":40},"isError":false,"timestamp":1774946209494}}
{"type":"message","id":"5f7b23c3","parentId":"87910138","timestamp":"2026-03-31T08:36:52.449Z","message":{"role":"assistant","content":[{"type":"text","text":"Slice S02 complete."}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":10,"cacheRead":76035,"cacheWrite":391,"totalTokens":76437,"cost":{"input":0.000005,"output":0.00025,"cacheRead":0.038017499999999996,"cacheWrite":0.00244375,"total":0.040716249999999996}},"stopReason":"stop","timestamp":1774946209495}}
{"type":"custom_message","customType":"async_job_result","content":"**Background job done: bg_bb32334a** (cd frontend && npm run build 2>&1 | tail -10, 2.7s)\n\n\nvite v6.4.1 building for production...\ntransforming...\n✓ 51 modules transformed.\nrendering chunks...\ncomputing gzip size...\ndist/index.html                   0.45 kB │ gzip:  0.28 kB\ndist/assets/index-noAmnliK.css   60.38 kB │ gzip:  9.35 kB\ndist/assets/index-DPykqAzS.js   234.17 kB │ gzip: 71.60 kB\n✓ built in 777ms\n","display":true,"id":"7ed2e3f6","parentId":"5f7b23c3","timestamp":"2026-03-31T08:36:52.451Z"}
{"type":"message","id":"8fd459ba","parentId":"7ed2e3f6","timestamp":"2026-03-31T08:36:55.739Z","message":{"role":"assistant","content":[{"type":"text","text":"Already incorporated — that build result confirmed the slice verification. Slice S02 is complete."}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":2,"output":22,"cacheRead":76035,"cacheWrite":579,"totalTokens":76638,"cost":{"input":0.00001,"output":0.00055,"cacheRead":0.038017499999999996,"cacheWrite":0.00361875,"total":0.04219624999999999}},"stopReason":"stop","timestamp":1774946212450}}
