{"type":"thinking_level_change","id":"5f28df99","parentId":null,"timestamp":"2026-03-31T05:50:00.014Z","thinkingLevel":"medium"}
{"type":"model_change","id":"a7fbb6aa","parentId":"5f28df99","timestamp":"2026-03-31T05:50:00.016Z","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## Requirements Advanced\n\nNone.\n\n## Requirements Validated\n\nNone.\n\n## Requirements Invalidated or Re-scoped\n\nNone.\n\n## Requirements Advanced\n\nNone.\n\n## Requirements Validated\n\nNone.\n\n## Requirements Invalidated or Re-scoped\n\nNone.\n\n## Requirements Advanced\n\nNone.\n\n## Requirements Validated\n\nNone.\n\n## Requirements Invalidated or Re-scoped\n\nNone.\n\n## UNIT: Validate Milestone M009 (\"Homepage & First Impression\")\n\n## Your Role in the Pipeline\n\nAll slices are done. Before the milestone can be completed, you must validate that the planned work was delivered as specified. Compare the roadmap's success criteria and slice definitions against the actual slice summaries and UAT results. This is a reconciliation gate — catch gaps, regressions, or missing deliverables before the milestone is sealed.\n\nThis is remediation round 0. If this is round 0, this is the first validation pass. If > 0, prior validation found issues and remediation slices were added and executed — verify those remediation slices resolved the issues.\n\nAll relevant context has been preloaded below — the roadmap, all slice summaries, UAT results, requirements, decisions, and project context 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/M009/M009-ROADMAP.md`\n\n# M009: Homepage & First Impression\n\n## Vision\nThe homepage is Chrysopedia's front door. Right now it's a search box — functional but says nothing about why this exists. After this milestone, a music producer lands on the page and immediately understands: this is distilled production knowledge from real creators, organized so you don't have to watch 4-hour tutorials. That first impression converts browsers to users.\n\n## Slice Overview\n| ID | Slice | Risk | Depends | Done | After this |\n|----|-------|------|---------|------|------------|\n| S01 | Homepage Hero & Value Proposition | medium | — | ✅ | Homepage shows tagline, value description, how-it-works steps, Start Exploring CTA, and popular topic quick-links above the fold |\n| S02 | About Page | low | — | ✅ | About page at /about explains what Chrysopedia is, how content is extracted, and who maintains it. Link visible in footer. |\n| S03 | Featured Content & Content Teasers | low | S01 | ✅ | Homepage shows a featured technique spotlight and Recently Added section with enriched cards |\n\n---\n\n### Verification Classes (from planning)\n\nThese verification tiers were defined during milestone planning. Each non-empty class must be checked for evidence during validation.\n\n- **Contract:** Hero section renders correctly at desktop and mobile viewports. About page contains required sections.\n- **Integration:** Popular topics derived from real API technique counts. Featured technique pulled from real data.\n- **Operational:** Deployed and accessible at ub01:8096. No broken links on homepage or about page.\n- **UAT:** First-time visitor can articulate what the site does after 10 seconds on homepage. About page reachable from footer.\n\n---\n\n### S01 Summary\nSource: `.gsd/milestones/M009/slices/S01/S01-SUMMARY.md`\n\n---\nid: S01\nparent: M009\nmilestone: M009\nprovides:\n  - Homepage hero section with tagline, value prop, how-it-works, CTA — S03 builds on this layout for featured content\nrequires:\n  []\naffects:\n  - S03\nkey_files:\n  - frontend/src/pages/Home.tsx\n  - frontend/src/App.css\nkey_decisions:\n  - Used cyan accent numbered circles for how-it-works steps to match existing design language\n  - Used uppercase secondary-text heading for Popular Topics to differentiate from primary content hierarchy\n  - Popular topics pills link to /search?q={topic}&scope=topics rather than a dedicated topic detail page\npatterns_established:\n  - Homepage content sections use BEM naming under .home- prefix (home-hero__title, home-how-it-works__step, home-popular-topics)\n  - Optional data-driven sections (popular topics) silently hide on API error — no error UI for non-critical homepage enrichment\nobservability_surfaces:\n  - none\ndrill_down_paths:\n  - .gsd/milestones/M009/slices/S01/tasks/T01-SUMMARY.md\n  - .gsd/milestones/M009/slices/S01/tasks/T02-SUMMARY.md\nduration: \"\"\nverification_result: passed\ncompleted_at: 2026-03-31T05:38:05.139Z\nblocker_discovered: false\n---\n\n# S01: Homepage Hero & Value Proposition\n\n**Homepage now shows tagline, value proposition, 3-step how-it-works grid, Start Exploring CTA, and popular topic quick-links — all above the fold.**\n\n## What Happened\n\nThe homepage previously had an empty h1 and only a subtitle with search bar. Two tasks transformed it into a proper landing experience:\n\n**T01** added the hero tagline \"Production Knowledge, Distilled\", a value proposition paragraph explaining what Chrysopedia does, a 3-column how-it-works grid (Creators Share Techniques → AI Extracts Key Moments → You Find Answers Fast) with cyan accent numbered circles, and a prominent \"Start Exploring\" CTA button linking to /topics. All styling uses existing CSS custom properties. Responsive stacking at 640px.\n\n**T02** added a Popular Topics section that fetches from the existing topics API, flattens all sub_topics across categories, sorts by technique_count descending, takes the top 8, and renders them as clickable pill links navigating to /search?q={topic}&scope=topics. Section is hidden when no data or API error — graceful degradation. CSS uses the existing pill token system with bordered hover state.\n\nBoth tasks touched only Home.tsx and App.css. No new dependencies, no API changes, no backend work required.\n\n## Verification\n\nFrontend build passes with zero errors (46 modules transformed, 52KB CSS, 224KB JS). Verified all planned elements present in source: h1 tagline, value-prop paragraph, how-it-works grid with 3 steps, CTA link to /topics, popularTopics state/fetch/render, pill links with search scope. CSS classes confirmed present for all new components including responsive rules.\n\n## New Requirements Surfaced\n\nNone.\n\n## Deviations\n\nT02 removed an unused TopicCategory type import that caused TS6133 — minor cleanup, no functional impact.\n\n## Known Limitations\n\nPopular topics section fetches the full topics list and filters client-side. Fine for current dataset size but would benefit from a dedicated API endpoint if topic count grows significantly.\n\n## Follow-ups\n\nNone.\n\n## Files Created/Modified\n\n- `frontend/src/pages/Home.tsx` — Added hero tagline, value proposition, how-it-works grid, CTA button, and popular topics pill section with API fetch\n- `frontend/src/App.css` — Added styles for value-prop, how-it-works grid, CTA button, popular topics pills, and responsive breakpoints\n\n---\n\n### S01 UAT Result\nSource: `.gsd/milestones/M009/slices/S01/S01-UAT.md`\n\n# S01: Homepage Hero & Value Proposition — UAT\n\n**Milestone:** M009\n**Written:** 2026-03-31T05:38:05.139Z\n\n## UAT: Homepage Hero & Value Proposition\n\n### Preconditions\n- Chrysopedia stack running (web UI accessible at configured URL)\n- At least one topic with sub-topics exists in the database (for popular topics to render)\n\n### Test 1: Hero Content Visible\n1. Navigate to the homepage (/)\n2. **Expected:** Page shows heading \"Production Knowledge, Distilled\"\n3. **Expected:** Below the heading, a paragraph explains what Chrysopedia does — mentions extracting techniques from creator tutorials\n4. **Expected:** Search bar remains visible and prominent\n\n### Test 2: How-It-Works Grid\n1. On the homepage, locate the how-it-works section\n2. **Expected:** Three steps displayed in a row (desktop): (1) Creators Share Techniques, (2) AI Extracts Key Moments, (3) You Find Answers Fast\n3. **Expected:** Each step has a numbered circle with cyan accent color and a short description\n4. Resize browser to <640px width\n5. **Expected:** Steps stack vertically\n\n### Test 3: Start Exploring CTA\n1. On the homepage, locate the \"Start Exploring\" button\n2. Click the button\n3. **Expected:** Navigates to /topics page\n\n### Test 4: Popular Topics Pills\n1. Navigate back to homepage (/)\n2. **Expected:** A \"Popular Topics\" section appears with up to 8 pill/chip links\n3. **Expected:** Pills are ordered by technique count (most popular first)\n4. Click any topic pill\n5. **Expected:** Navigates to /search?q={topic_name}&scope=topics with relevant results\n\n### Test 5: Popular Topics — Empty State\n1. If no topics exist in the database (or API is down), navigate to homepage\n2. **Expected:** Popular Topics section is completely hidden — no heading, no empty container, no error message\n\n### Test 6: Visual Hierarchy\n1. On desktop (>768px), load the homepage\n2. **Expected:** Hero title and search bar are visible without scrolling\n3. **Expected:** How-it-works section and CTA are below but reachable with minimal scroll\n4. **Expected:** Popular topics pills visually complement but don't compete with the search bar\n\n---\n\n### S02 Summary\nSource: `.gsd/milestones/M009/slices/S02/S02-SUMMARY.md`\n\n---\nid: S02\nparent: M009\nmilestone: M009\nprovides:\n  - About page at /about with what/how/who sections\n  - Footer navigation link to /about\nrequires:\n  []\naffects:\n  []\nkey_files:\n  - frontend/src/pages/About.tsx\n  - frontend/src/App.tsx\n  - frontend/src/components/AppFooter.tsx\n  - frontend/src/App.css\nkey_decisions:\n  - Used CSS counter-based numbered pipeline steps rather than manual numbering for the extraction pipeline section\npatterns_established:\n  - (none)\nobservability_surfaces:\n  - none\ndrill_down_paths:\n  - .gsd/milestones/M009/slices/S02/tasks/T01-SUMMARY.md\nduration: \"\"\nverification_result: passed\ncompleted_at: 2026-03-31T05:42:31.536Z\nblocker_discovered: false\n---\n\n# S02: About Page\n\n**Added /about page with three content sections and a footer navigation link.**\n\n## What Happened\n\nCreated About.tsx with three sections: what Chrysopedia is (purpose and name origin), how content is extracted (five-step pipeline breakdown using CSS counter-based numbered steps), and who maintains it (links to xpltd GitHub org and repo). Added the /about route in App.tsx. Added an About link in AppFooter.tsx using react-router-dom Link. Styled with .about-* classes in App.css following existing BEM and CSS custom property patterns, including a responsive breakpoint for the hero title. TypeScript compiles cleanly, Vite build produces 47 modules with no warnings.\n\n## Verification\n\nnpx tsc --noEmit: exit 0, zero errors. npm run build: exit 0, 47 modules, no warnings. Route /about registered in App.tsx. Footer link present in AppFooter.tsx pointing to /about.\n\n## New Requirements Surfaced\n\nNone.\n\n## Deviations\n\nNone.\n\n## Known Limitations\n\nNone.\n\n## Follow-ups\n\nNone.\n\n## Files Created/Modified\n\n- `frontend/src/pages/About.tsx` — New page component with three content sections (what, how, who)\n- `frontend/src/App.tsx` — Added /about route\n- `frontend/src/components/AppFooter.tsx` — Added About link\n- `frontend/src/App.css` — Added .about-* styles with responsive breakpoint\n\n---\n\n### S02 UAT Result\nSource: `.gsd/milestones/M009/slices/S02/S02-UAT.md`\n\n# S02: About Page — UAT\n\n**Milestone:** M009\n**Written:** 2026-03-31T05:42:31.536Z\n\n## UAT: About Page\n\n### Preconditions\n- Frontend is running (dev server or production build served)\n- Browser open to the application root\n\n### Test 1: Footer link navigates to About page\n1. Scroll to the page footer on any page (homepage, technique page, etc.)\n2. Locate the \"About\" link in the footer\n3. Click the link\n4. **Expected:** Browser navigates to `/about`. Page displays \"About Chrysopedia\" heading.\n\n### Test 2: What section content\n1. Navigate to `/about`\n2. Locate the \"What Is Chrysopedia?\" section\n3. **Expected:** Section explains Chrysopedia turns long-form tutorials into a searchable knowledge base. Mentions the name origin (chrysopoeia — transmutation).\n\n### Test 3: How section content\n1. On the `/about` page, locate the \"How Content Is Extracted\" section\n2. **Expected:** Five numbered pipeline steps are displayed (Transcription, Segmentation, Key Moment Extraction, Classification, Technique Synthesis). Each step has a brief description.\n\n### Test 4: Who section content\n1. On the `/about` page, locate the \"Who Maintains This\" section\n2. **Expected:** Section mentions xpltd with a link to the GitHub organization. Contains a link to the Chrysopedia repository.\n\n### Test 5: Direct URL access\n1. Type `/about` directly in the browser address bar and press Enter\n2. **Expected:** About page loads correctly without 404 or redirect.\n\n### Test 6: Responsive layout\n1. Navigate to `/about`\n2. Resize browser to mobile width (~375px)\n3. **Expected:** Hero title and section content reflow to single column. Text remains readable. No horizontal overflow.\n\n---\n\n### S03 Summary\nSource: `.gsd/milestones/M009/slices/S03/S03-SUMMARY.md`\n\n---\nid: S03\nparent: M009\nmilestone: M009\nprovides:\n  - Featured technique spotlight section on homepage\n  - 2-column enriched recently-added grid\n  - sort=random|recent query param on list_techniques endpoint\nrequires:\n  - slice: S01\n    provides: Homepage hero layout and CSS custom properties\naffects:\n  []\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  - Followed creators.py pattern for sort=random query param\n  - Fetch 6 recent techniques to ensure 4 remain after featured deduplication\n  - BEM naming under .home-featured prefix with CSS custom properties\npatterns_established:\n  - Featured content sections use graceful degradation — silently hidden on fetch failure\nobservability_surfaces:\n  - none\ndrill_down_paths:\n  - .gsd/milestones/M009/slices/S03/tasks/T01-SUMMARY.md\n  - .gsd/milestones/M009/slices/S03/tasks/T02-SUMMARY.md\nduration: \"\"\nverification_result: passed\ncompleted_at: 2026-03-31T05:49:55.266Z\nblocker_discovered: false\n---\n\n# S03: Featured Content & Content Teasers\n\n**Added featured technique spotlight (random selection) and converted recently-added to enriched 2-column grid with deduplication on the homepage.**\n\n## What Happened\n\nTwo tasks delivered the featured content sections on the homepage.\n\nT01 added a `sort` query parameter to the `list_techniques` backend endpoint, accepting 'recent' (default, existing created_at DESC) and 'random' (func.random()), following the same pattern already used in creators.py. The frontend API client was updated to pass the sort param through.\n\nT02 added the featured technique spotlight section and enriched the recently-added grid. The spotlight fetches a single random technique and displays it with full summary, creator link, topic category badge, topic tags, and key moment count, styled with an accent left border for visual distinction. The recently-added section was converted from a flex column to a 2-column CSS grid (collapsing to 1 column at 640px), with summaries extended to 150 characters. Deduplication filters out the featured technique from the recent list. Recent fetch limit was increased from 5 to 6 to ensure enough cards remain after filtering.\n\nAll styles use BEM naming under `.home-featured` prefix and CSS custom properties from D017. The spotlight silently hides when the fetch fails or returns empty, matching the existing graceful degradation pattern used for popular topics.\n\n## Verification\n\nAll verification checks pass from the frontend directory:\n- `npx tsc --noEmit`: exit 0 (TypeScript compiles cleanly)\n- `npx vite build`: exit 0, produces dist/ bundle (727ms)\n- `grep -q 'home-featured' src/pages/Home.tsx`: pass\n- `grep -q 'home-featured' src/App.css`: pass\n- `grep -q 'grid-template-columns' src/App.css`: pass\n- `grep -q 'sort.*random' backend/routers/techniques.py`: pass\n- `grep -q 'sort' src/api/public-client.ts`: pass\n\nNote: verification gate failures were due to commands running from project root rather than `cd frontend` — the code itself is correct.\n\n## New Requirements Surfaced\n\nNone.\n\n## Deviations\n\nMinor: recent fetch limit increased from 5 to 6 to ensure 4 cards remain after featured deduplication. Added .home-featured__label element for visual hierarchy not in original plan.\n\n## Known Limitations\n\nNone.\n\n## Follow-ups\n\nNone.\n\n## Files Created/Modified\n\n- `backend/routers/techniques.py` — Added sort query parameter (random/recent) to list_techniques endpoint\n- `frontend/src/api/public-client.ts` — Added sort param to TechniqueListParams and fetchTechniques\n- `frontend/src/pages/Home.tsx` — Added featured technique spotlight section and enriched recently-added grid with deduplication\n- `frontend/src/App.css` — Added .home-featured BEM styles, converted recent-list to CSS grid, responsive breakpoint at 640px\n\n---\n\n### S03 UAT Result\nSource: `.gsd/milestones/M009/slices/S03/S03-UAT.md`\n\n# S03: Featured Content & Content Teasers — UAT\n\n**Milestone:** M009\n**Written:** 2026-03-31T05:49:55.266Z\n\n## UAT: S03 — Featured Content & Content Teasers\n\n### Preconditions\n- Chrysopedia running with at least 2 technique pages in the database\n- Homepage accessible at the configured URL\n\n### Test 1: Featured Technique Spotlight Renders\n1. Navigate to the homepage\n2. Scroll below the hero section\n3. **Expected:** A \"Featured Technique\" section appears with:\n   - A label reading \"Featured Technique\"\n   - Technique title (clickable link to /techniques/{slug})\n   - Full summary text (not truncated)\n   - Creator name (clickable link to /creators/{slug})\n   - Topic category badge\n   - Topic tags as pills\n   - Key moment count\n   - Subtle accent left border\n   - Left-aligned text (not centered like hero)\n\n### Test 2: Featured Technique Randomizes on Reload\n1. Reload the homepage 3-5 times\n2. **Expected:** The featured technique changes between reloads (random selection from database)\n\n### Test 3: Recently Added Grid Layout\n1. Scroll to the \"Recently Added\" section below the spotlight\n2. **Expected:** Techniques displayed in a 2-column grid layout\n3. Each card shows: title (linked), summary (up to 150 chars), creator name, badges\n\n### Test 4: Deduplication Between Featured and Recent\n1. Note the featured technique's title\n2. Scan the recently-added grid\n3. **Expected:** The featured technique does NOT appear in the recently-added list\n\n### Test 5: Responsive Grid Collapse\n1. Resize browser window below 640px width\n2. **Expected:** Recently-added grid collapses to a single column\n\n### Test 6: Graceful Degradation — Empty Database\n1. If possible, test with no technique pages in the database\n2. **Expected:** Featured technique section is hidden (not shown with error state). Recently-added section shows empty or is hidden.\n\n### Test 7: Backend Sort Parameter\n1. Call the API directly: `GET /techniques?sort=random&limit=5`\n2. Call again: `GET /techniques?sort=random&limit=5`\n3. **Expected:** Results come back in different order between calls\n4. Call: `GET /techniques?sort=recent&limit=5`\n5. **Expected:** Results ordered by creation date descending\n\n### Edge Cases\n- **Single technique in DB:** Featured and recently-added both show the same technique (dedup removes it from recent, recent section may be empty)\n- **Featured fetch failure (network error):** Spotlight section hidden, recently-added still renders normally\n\n---\n\n### Outstanding Items (aggregated from slice summaries)\n\nThese follow-ups and known limitations were documented during slice completion but have not been resolved.\n\n- **S01 Follow-ups:** None.\n- **S01 Known Limitations:** Popular topics section fetches the full topics list and filters client-side. Fine for current dataset size but would benefit from a dedicated API endpoint if topic count grows significantly.\n- **S02 Follow-ups:** None.\n- **S02 Known Limitations:** None.\n- **S03 Follow-ups:** None.\n- **S03 Known Limitations:** None.\n\n---\n\n### Requirements\nSource: `.gsd/REQUIREMENTS.md`\n\n# Requirements\n\n## R001 — Whisper Transcription Pipeline\n**Status:** validated\n**Description:** Desktop Python script that accepts video files (MP4/MKV), extracts audio via ffmpeg, runs Whisper large-v3 on RTX 4090, and outputs timestamped transcript JSON with segment-level timestamps and word-level timing. Must be resumable.\n**Validation:** Script processes a sample video and produces valid JSON with timestamped segments.\n**Primary Owner:** M001/S01\n\n## R002 — Transcript Ingestion API\n**Status:** validated\n**Description:** FastAPI endpoint that accepts transcript JSON uploads, creates/updates Creator and Source Video records, and stores transcript data in PostgreSQL. Handles new creator detection from folder names.\n**Validation:** POST transcript JSON → 200 OK, records created in DB, file stored on filesystem.\n**Primary Owner:** M001/S02\n\n## R003 — LLM-Powered Extraction Pipeline (Stages 2-5)\n**Status:** validated\n**Description:** Background worker pipeline: transcript segmentation → key moment extraction → classification/tagging → technique page synthesis. Uses OpenAI-compatible API with primary (DGX Sparks Qwen) and fallback (local Ollama) endpoints. Pipeline must be resumable per-video per-stage.\n**Validation:** End-to-end: transcript JSON in → technique pages with key moments, tags, and cross-references out.\n**Primary Owner:** M001/S03\n\n## R004 — Review Queue UI\n**Status:** validated\n**Description:** Admin interface for reviewing extracted key moments: approve, edit+approve, split, merge, reject. Organized by source video for contextual review. Includes mode toggle (review vs auto-publish).\n**Validation:** Admin can review, edit, and approve/reject moments; mode toggle controls whether new moments require review.\n**Primary Owner:** M001/S04\n\n## R005 — Search-First Web UI\n**Status:** validated\n**Description:** Landing page with prominent search bar, live typeahead (results after 2-3 chars), scope toggle (All/Topics/Creators), and two navigation cards (Topics, Creators). Recently added section. Search powered by Qdrant semantic search with keyword fallback.\n**Validation:** User types query → results appear within 500ms, grouped by type, with clickable navigation.\n**Primary Owner:** M001/S05\n\n## R006 — Technique Page Display\n**Status:** validated\n**Description:** Core content unit: header (tags, title, creator, meta), study guide prose (organized by sub-aspects with signal chain blocks and quotes), key moments index (timestamped list), related techniques, plugins referenced. Amber banner for livestream-sourced content.\n**Validation:** Technique page renders with all sections populated from synthesized data.\n**Primary Owner:** M001/S05\n\n## R007 — Creators Browse Page\n**Status:** validated\n**Description:** Filterable creator list with genre filter pills, type-to-narrow, sort options (randomized default, alphabetical, view count). Each row: name, genre tags, technique count, video count, view count. Links to creator detail page.\n**Validation:** Page loads with randomized order, genre filtering works, clicking row navigates to creator detail.\n**Primary Owner:** M001/S05\n\n## R008 — Topics Browse Page\n**Status:** validated\n**Description:** Two-level topic hierarchy (6 top-level categories → sub-topics). Filter input, genre filter pills. Each sub-topic shows technique count and creator count. Clicking sub-topic shows technique pages.\n**Validation:** Hierarchy renders, filtering works, sub-topic links show correct technique pages.\n**Primary Owner:** M001/S05\n\n## R009 — Qdrant Vector Search Integration\n**Status:** validated\n**Description:** Embed key moment summaries, technique page content, and transcript segments in Qdrant using configurable embedding model (nomic-embed-text default). Power semantic search with metadata filtering.\n**Validation:** Semantic search returns relevant results for natural language queries; embeddings update when content changes.\n**Primary Owner:** M001/S03\n\n## R010 — Docker Compose Deployment\n**Status:** validated\n**Description:** Single docker-compose.yml packaging API, web UI, PostgreSQL, and worker services. Follows XPLTD conventions: bind mounts at /vmPool/r/services/, compose at /vmPool/r/compose/chrysopedia/, xpltd_chrysopedia project name, dedicated Docker network.\n**Validation:** `docker compose up -d` brings up all services; data persists across restarts.\n**Primary Owner:** M001/S01\n\n## R011 — Canonical Tag System\n**Status:** validated\n**Description:** Editable canonical tag list (config file) with aliases. Pipeline references tags during classification. New tags can be proposed by LLM and queued for admin approval or auto-added within existing categories.\n**Validation:** Tag list is editable; pipeline uses canonical tags consistently; alias normalization works.\n**Primary Owner:** M001/S03\n\n## R012 — Incremental Content Addition\n**Status:** validated\n**Description:** System handles ongoing content: new videos processed through pipeline, new creators auto-detected, existing technique pages updated when new moments are added for same creator+topic.\n**Validation:** Adding a new video for an existing creator updates their technique pages; new creator folder creates new Creator record.\n**Primary Owner:** M001/S03\n\n## R013 — Prompt Template System\n**Status:** validated\n**Description:** Extraction prompts (stages 2-5) stored as editable configuration files, not hardcoded. Admin can edit prompts and re-run extraction on specific or all videos for calibration.\n**Validation:** Prompt files are editable; re-processing a video with updated prompts produces different output.\n**Primary Owner:** M001/S03\n\n## R014 — Creator Equity\n**Status:** validated\n**Description:** No creator is privileged in the UI. Default sort on Creators page is randomized on every page load. All creators get equal visual weight.\n**Validation:** Refreshing Creators page shows different order each time; no creator gets larger/bolder display.\n**Primary Owner:** M001/S05\n\n## R015 — 30-Second Retrieval Target\n**Status:** active\n**Description:** A producer mid-session can find a specific technique in under 30 seconds from Alt+Tab to reading the key insight.\n**Validation:** Timed test: Alt+Tab → search → read technique → under 30 seconds.\n**Primary Owner:** M001/S05\n\n---\n\n[...truncated 8 sections]\n\n\n\n## Validation Steps\n\n1. For each **success criterion** in `.gsd/milestones/M009/M009-ROADMAP.md`, check whether slice summaries and UAT results provide evidence that it was met. Record pass/fail per criterion.\n2. For each **slice** in the roadmap, verify its demo/deliverable claim against its summary. Flag any slice whose summary does not substantiate its claimed output.\n3. Check **cross-slice integration points** — do boundary map entries (produces/consumes) align with what was actually built?\n4. Check **requirement coverage** — are all active requirements addressed by at least one slice?\n5. If **Verification Classes** are provided in the inlined context above, check each non-empty class:\n   - For each verification class (Contract, Integration, Operational, UAT), determine whether slice summaries, UAT results, or observable behavior provide evidence that this verification tier was addressed.\n   - Document the compliance status of each class in a dedicated verification classes section.\n   - If `Operational` verification is non-empty and no evidence of operational verification exists, flag this explicitly — it means planned operational checks (migrations, deployments, runtime verification) were not proven.\n   - A milestone with unaddressed verification classes may still pass if the gaps are minor, but the gaps MUST be documented in the Deferred Work Inventory.\n6. Determine a verdict:\n   - `pass` — all criteria met, all slices delivered, no gaps\n   - `needs-attention` — minor gaps that do not block completion (document them)\n   - `needs-remediation` — material gaps found; remediation slices must be added to the roadmap\n\n## Persist Validation\n\n**Persist validation results through `gsd_validate_milestone`.** Call it with: `milestoneId`, `verdict`, `remediationRound`, `successCriteriaChecklist`, `sliceDeliveryAudit`, `crossSliceIntegration`, `requirementCoverage`, `verificationClasses` (when non-empty), `verdictRationale`, and `remediationPlan` (if verdict is `needs-remediation`). The tool writes the validation to the DB and renders VALIDATION.md to disk.\n\nIf verdict is `needs-remediation`:\n- After calling `gsd_validate_milestone`, use `gsd_reassess_roadmap` to add remediation slices. Pass `milestoneId`, a synthetic `completedSliceId` (e.g. \"VALIDATION\"), `verdict: \"roadmap-adjusted\"`, `assessment` text, and `sliceChanges` with the new slices in the `added` array. The tool persists the changes to the DB and re-renders ROADMAP.md.\n- These remediation slices will be planned and executed before validation re-runs.\n\n**File system safety:** When scanning milestone directories for evidence, use `ls` or `find` to list directory contents first — never pass a directory path (e.g. `tasks/`, `slices/`) directly to the `read` tool. The `read` tool only accepts file paths, not directories.\n\nWhen done, say: \"Milestone M009 validation complete — verdict: <verdict>.\"","display":false,"id":"a07b76f0","parentId":"a7fbb6aa","timestamp":"2026-03-31T05:50:00.019Z"}
{"type":"message","id":"d1df91aa","parentId":"a07b76f0","timestamp":"2026-03-31T05:50:07.482Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"Let me analyze the milestone M009 validation systematically using the inlined context.\n\n## Success Criteria Check\n\nI need to read the roadmap to get the success criteria first - they should be in the inlined roadmap but I see the roadmap was partially shown. Let me check what's available.\n\nFrom the roadmap vision and slice overview, I can see:\n- S01: Homepage Hero & Value Proposition ✅\n- S02: About Page ✅  \n- S03: Featured Content & Content Teasers ✅\n\nI need the actual success criteria from the roadmap. The inlined context shows the roadmap but may have truncated the success criteria. \n\nI'll pull up the complete roadmap file to get the full success criteria details.","thinkingSignature":"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"},{"type":"text","text":"I need the full roadmap to see the success criteria. The inlined context shows the slice table but truncates before the success criteria section."},{"type":"toolCall","id":"toolu_011SitxqsjTSiNAnF3fqDqEp","name":"read","arguments":{"path":".gsd/milestones/M009/M009-ROADMAP.md"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":3,"output":272,"cacheRead":58653,"cacheWrite":7931,"totalTokens":66859,"cost":{"input":0.000015000000000000002,"output":0.0068000000000000005,"cacheRead":0.0293265,"cacheWrite":0.04956875,"total":0.08571025}},"stopReason":"toolUse","timestamp":1774936200017}}
{"type":"message","id":"2b720b64","parentId":"d1df91aa","timestamp":"2026-03-31T05:50:07.486Z","message":{"role":"toolResult","toolCallId":"toolu_011SitxqsjTSiNAnF3fqDqEp","toolName":"read","content":[{"type":"text","text":"# M009: Homepage & First Impression\n\n## Vision\nThe homepage is Chrysopedia's front door. Right now it's a search box — functional but says nothing about why this exists. After this milestone, a music producer lands on the page and immediately understands: this is distilled production knowledge from real creators, organized so you don't have to watch 4-hour tutorials. That first impression converts browsers to users.\n\n## Slice Overview\n| ID | Slice | Risk | Depends | Done | After this |\n|----|-------|------|---------|------|------------|\n| S01 | Homepage Hero & Value Proposition | medium | — | ✅ | Homepage shows tagline, value description, how-it-works steps, Start Exploring CTA, and popular topic quick-links above the fold |\n| S02 | About Page | low | — | ✅ | About page at /about explains what Chrysopedia is, how content is extracted, and who maintains it. Link visible in footer. |\n| S03 | Featured Content & Content Teasers | low | S01 | ✅ | Homepage shows a featured technique spotlight and Recently Added section with enriched cards |\n"}],"isError":false,"timestamp":1774936207485}}
{"type":"message","id":"f2e498ac","parentId":"2b720b64","timestamp":"2026-03-31T05:50:13.859Z","message":{"role":"assistant","content":[{"type":"text","text":"The roadmap is short — no explicit success criteria section or boundary map beyond the slice table and verification classes already inlined. Let me check if there's more context in the milestone planning data."},{"type":"toolCall","id":"toolu_01RodZH7Xh1hCFVM9AmCKZ3r","name":"bash","arguments":{"command":"ls .gsd/milestones/M009/"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":103,"cacheRead":66584,"cacheWrite":378,"totalTokens":67066,"cost":{"input":0.000005,"output":0.002575,"cacheRead":0.033291999999999995,"cacheWrite":0.0023625,"total":0.03823449999999999}},"stopReason":"toolUse","timestamp":1774936207485}}
{"type":"message","id":"9809ff7c","parentId":"f2e498ac","timestamp":"2026-03-31T05:50:13.868Z","message":{"role":"toolResult","toolCallId":"toolu_01RodZH7Xh1hCFVM9AmCKZ3r","toolName":"bash","content":[{"type":"text","text":"M009-ROADMAP.md\nslices\n"}],"isError":false,"timestamp":1774936213867}}
{"type":"message","id":"8b3244c4","parentId":"9809ff7c","timestamp":"2026-03-31T05:50:57.889Z","message":{"role":"assistant","content":[{"type":"text","text":"No separate context file. The success criteria are embedded in the verification classes and slice \"After this\" columns. Let me now run the validation analysis.\n\n**Success Criteria Check** (derived from vision + slice deliverables + verification classes):\n\n1. **Homepage shows tagline, value prop, how-it-works, CTA, popular topics** — S01 summary confirms all present. Build passes. ✅\n2. **About page at /about with what/how/who sections, footer link** — S02 summary confirms route, three sections, footer link. Build passes. ✅\n3. **Featured technique spotlight + enriched recently-added grid** — S03 summary confirms random spotlight, 2-column grid, deduplication, sort=random backend param. Build passes. ✅\n\n**Slice Delivery Audit:**\n- S01 claimed → delivered: hero tagline, value prop paragraph, 3-step how-it-works, CTA to /topics, popular topics pills. All substantiated.\n- S02 claimed → delivered: /about with what/how/who, footer link. All substantiated.\n- S03 claimed → delivered: featured spotlight (random), enriched recently-added grid, sort param. All substantiated.\n\n**Cross-Slice Integration:** S01 provides homepage layout that S03 builds on. S03 summary confirms it consumed S01's layout and CSS custom properties. No mismatches.\n\n**Verification Classes:**\n- **Contract:** Hero renders — confirmed via build + source grep. About page sections — confirmed. No browser viewport verification captured (desktop/mobile), but responsive CSS rules are present and build passes. Minor gap — no screenshot evidence.\n- **Integration:** Popular topics from real API — S01 confirms fetch from topics API. Featured technique from real data — S03 confirms sort=random from list_techniques. Evidence is code-level, not runtime.\n- **Operational:** No evidence of deployment verification at ub01:8096 or broken link checks in any summary. This is a gap.\n- **UAT:** UAT scripts written for all three slices. No evidence of execution against a running instance.\n\nThe operational and runtime verification gaps are typical for frontend-only milestones where the build verification was the primary gate. The code is correct and builds clean, but nobody proved it renders at ub01:8096."},{"type":"toolCall","id":"toolu_017MHvVXS1oaFDkJ4Lhwt33v","name":"gsd_validate_milestone","arguments":{"crossSliceIntegration":"S03 depends on S01 (homepage hero layout and CSS custom properties). S03 summary explicitly confirms it consumed S01's layout. BEM naming consistent across slices (.home-hero, .home-popular-topics from S01; .home-featured from S03). No boundary mismatches detected.\n\nS02 is independent — adds a new route and footer link. No integration concerns.","milestoneId":"M009","remediationRound":0,"requirementCoverage":"M009 is a UX/first-impression milestone. No active requirements are directly scoped to M009. The milestone advances the overall user experience but doesn't own any specific requirement from the requirements register. R005 (Search-First Web UI) and R015 (30-Second Retrieval Target) are tangentially related but already validated/owned by earlier milestones.\n\nNo requirement coverage gaps — this milestone is additive UX polish.","sliceDeliveryAudit":"| Slice | Claimed Deliverable | Evidence | Verdict |\n|-------|---------------------|----------|---------|\n| S01 | Tagline, value prop, how-it-works, CTA, popular topic pills | Summary: all elements confirmed in Home.tsx + App.css. Build: 46 modules, 0 errors. | ✅ Delivered |\n| S02 | /about page with what/how/who sections, footer link | Summary: About.tsx with 3 sections, route in App.tsx, link in AppFooter.tsx. Build: 47 modules. | ✅ Delivered |\n| S03 | Featured spotlight + enriched recently-added grid | Summary: random fetch, dedup, 2-column grid, sort=random backend param. Build passes. | ✅ Delivered |","successCriteriaChecklist":"- [x] **Homepage hero with tagline, value prop, how-it-works, CTA, popular topics** — S01 summary confirms all elements present. Build passes (46 modules, 0 errors). Source grep confirms h1, value-prop, how-it-works grid, CTA link, popularTopics fetch/render.\n- [x] **About page at /about with what/how/who sections** — S02 summary confirms three sections (what Chrysopedia is, how content is extracted, who maintains it). Route registered in App.tsx. Build passes (47 modules).\n- [x] **Footer link to About page** — S02 summary confirms About link added to AppFooter.tsx using react-router-dom Link.\n- [x] **Featured technique spotlight on homepage** — S03 summary confirms random technique fetch, full summary display, creator link, topic badges, accent border styling. Graceful degradation on fetch failure.\n- [x] **Enriched recently-added grid** — S03 summary confirms 2-column CSS grid, 150-char summaries, deduplication against featured technique, responsive collapse at 640px.\n- [x] **Backend sort=random param** — S03 summary confirms sort query param added to list_techniques endpoint following creators.py pattern.","verdict":"needs-attention","verdictRationale":"All three slices delivered their planned output. Code compiles cleanly, builds produce correct bundles, and source-level verification confirms all planned UI elements, API integrations, and responsive CSS. Cross-slice integration is clean. The gaps are in runtime verification: no browser screenshots, no deployment proof at ub01:8096, no UAT execution. These are characteristic of auto-mode frontend work where builds are the primary gate. The gaps don't indicate missing functionality — they indicate missing proof of deployed behavior. This warrants documentation but not remediation, since the code changes are complete and correct.","verificationClasses":"### Contract Verification\n**Planned:** Hero section renders correctly at desktop and mobile viewports. About page contains required sections.\n**Evidence:** All three slices pass TypeScript compilation and Vite build with zero errors. Source code confirms all planned elements. Responsive CSS breakpoints at 640px present for how-it-works grid, recently-added grid, and about page.\n**Gap:** No browser screenshot evidence of desktop/mobile rendering. Verification is code-level only.\n**Status:** ⚠️ Partially met — code structure verified, visual rendering not proven.\n\n### Integration Verification\n**Planned:** Popular topics derived from real API technique counts. Featured technique pulled from real data.\n**Evidence:** S01 fetches from existing topics API, sorts by technique_count. S03 uses list_techniques with sort=random. Both confirmed in source.\n**Gap:** No runtime evidence of API calls succeeding against real data.\n**Status:** ⚠️ Partially met — integration points coded correctly, runtime behavior not proven.\n\n### Operational Verification\n**Planned:** Deployed and accessible at ub01:8096. No broken links on homepage or about page.\n**Evidence:** None. No slice summary mentions deployment or runtime access verification.\n**Gap:** No evidence of deployment or broken link checks.\n**Status:** ❌ Not addressed — this is expected since auto-mode builds/tests locally but doesn't deploy.\n\n### UAT Verification\n**Planned:** First-time visitor can articulate what the site does after 10 seconds. About page reachable from footer.\n**Evidence:** UAT scripts written for all three slices with detailed test cases. No evidence of UAT execution.\n**Gap:** UAT scripts are authored but not executed against a running instance.\n**Status:** ⚠️ Authored but not executed."}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":1950,"cacheRead":66962,"cacheWrite":127,"totalTokens":69040,"cost":{"input":0.000005,"output":0.04875,"cacheRead":0.033481,"cacheWrite":0.0007937500000000001,"total":0.08302975}},"stopReason":"toolUse","timestamp":1774936213867}}
{"type":"message","id":"e89c78d0","parentId":"8b3244c4","timestamp":"2026-03-31T05:50:57.894Z","message":{"role":"toolResult","toolCallId":"toolu_017MHvVXS1oaFDkJ4Lhwt33v","toolName":"gsd_validate_milestone","content":[{"type":"text","text":"Validated milestone M009 — verdict: needs-attention. Written to /home/aux/projects/content-to-kb-automator/.gsd/milestones/M009/M009-VALIDATION.md"}],"details":{"operation":"validate_milestone","milestoneId":"M009","verdict":"needs-attention","validationPath":"/home/aux/projects/content-to-kb-automator/.gsd/milestones/M009/M009-VALIDATION.md"},"isError":false,"timestamp":1774936257892}}
{"type":"message","id":"432eb3f5","parentId":"e89c78d0","timestamp":"2026-03-31T05:51:02.386Z","message":{"role":"assistant","content":[{"type":"text","text":"Milestone M009 validation complete — verdict: **needs-attention**.\n\nAll three slices delivered their planned functionality — homepage hero with full content hierarchy, about page with three sections and footer nav, featured technique spotlight with enriched recently-added grid. Code compiles and builds clean across all slices. Cross-slice integration is sound. The documented gaps are runtime verification (no deployment proof at ub01:8096, no browser screenshots, UAT scripts written but not executed). These are characteristic of auto-mode frontend work and don't indicate missing functionality."}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":119,"cacheRead":67089,"cacheWrite":2010,"totalTokens":69219,"cost":{"input":0.000005,"output":0.002975,"cacheRead":0.0335445,"cacheWrite":0.0125625,"total":0.049087000000000006}},"stopReason":"stop","timestamp":1774936257893}}
