{"type":"thinking_level_change","id":"bd316fc1","parentId":null,"timestamp":"2026-04-03T04:08:54.345Z","thinkingLevel":"medium"}
{"type":"model_change","id":"77656042","parentId":"bd316fc1","timestamp":"2026-04-03T04:08:54.346Z","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\nAll relevant context has been preloaded below — start working immediately without re-reading these files.\n\n## UNIT: Research Slice S02 (\"Creator Freshness + Homepage Card Dates\") — Milestone M015\n\n## Inlined Context (preloaded — do not re-read these files)\n\n### Milestone Roadmap\nSource: `.gsd/milestones/M015/M015-ROADMAP.md`\n\n# M015: \n\n## Vision\nAdd social proof and freshness signals to the public site: search query logging with popular/trending searches display, creator last-updated dates, homepage stats scorecard, and admin dropdown hover behavior.\n\n## Slice Overview\n| ID | Slice | Risk | Depends | Done | After this |\n|----|-------|------|---------|------|------------|\n| S01 | Search Query Logging + Popular Searches API | medium | — | ✅ | GET /api/v1/search/popular returns top 10 queries from last 7 days, cached in Redis. search_log table has rows from real searches. |\n| S02 | Creator Freshness + Homepage Card Dates | low | — | ⬜ | Creators browse page shows 'Last updated: Apr 3' per creator. Homepage recently-added cards show a subtle date. |\n| S03 | Homepage Stats Scorecard | low | — | ⬜ | Homepage shows a metric block with article count, creator count in scorecard style matching the dark/cyan design. |\n| S04 | Trending Searches Homepage Block | low | S01 | ⬜ | Homepage shows a 'Trending Searches' section with real-time terms people are searching. |\n| S05 | Admin Dropdown Hover on Desktop | low | — | ⬜ | Admin dropdown opens on hover at desktop widths. On mobile, opens on tap. |\n\n---\n\n### Milestone Context\nSource: `.gsd/milestones/M015/M015-CONTEXT.md`\n\n# M015: Social Proof, Freshness Signals & Admin UX\n\n**Gathered:** 2026-04-03\n**Status:** Ready for planning\n\n## Project Description\n\nChrysopedia is a music production knowledge base with 20 technique pages, 43 source videos, and 7 creators. This milestone adds social proof and freshness signals to the public site, plus a UX improvement for admin navigation.\n\n## Why This Milestone\n\nThe site has content but lacks signals that communicate activity, freshness, and community engagement. Users can't tell when content was last updated, how much content exists, or what other people are searching for. These signals build credibility and guide discovery.\n\n## User-Visible Outcome\n\n### When this milestone is complete, the user can:\n\n- See when each creator last had content added on the Creators browse page\n- See a subtle \"last updated\" date on recently-added homepage cards\n- See aggregate stats (article count, creator count) on the homepage in a scorecard-style block\n- See what search terms are popular/trending on the homepage\n- (Admin) Hover over the Admin dropdown on desktop to open it without clicking\n\n### Entry point / environment\n\n- Entry point: http://ub01:8096\n- Environment: Docker Compose on ub01, browser\n- Live dependencies involved: PostgreSQL, Redis (for search query caching)\n\n## Completion Class\n\n- Contract complete means: Frontend builds, API endpoints return correct data, search logging confirmed via DB query\n- Integration complete means: All features visible on live ub01:8096 site\n- Operational complete means: none (no new services)\n\n## Final Integrated Acceptance\n\nTo call this milestone complete, we must prove:\n\n- Homepage shows stats scorecard with real counts, trending searches with real terms, and recently-added cards with date tags\n- Creators browse page shows last-updated per creator\n- Admin dropdown opens on hover (desktop) and tap (mobile)\n- search_log table in PostgreSQL has rows from real searches\n- Popular searches endpoint returns cached results from Redis\n\n## Risks and Unknowns\n\n- Search query logging must not slow down the search response path — write should be async/non-blocking\n- Popular searches cache TTL needs to be short enough to feel \"realtime\" but long enough to avoid DB load — 5-10 min TTL\n\n## Existing Codebase / Prior Art\n\n- `backend/routers/search.py` — Current search endpoint, needs logging hook added\n- `backend/models.py` — All models, need new SearchLog model\n- `frontend/src/pages/Home.tsx` — Homepage with recently-added section, popular topics, featured technique\n- `frontend/src/pages/CreatorsBrowse.tsx` — Creators list page\n- `frontend/src/components/AdminDropdown.tsx` — Click-to-open dropdown, needs hover behavior\n- `frontend/src/App.css` — All styles, admin-dropdown styles exist\n\n> See `.gsd/DECISIONS.md` for all architectural and pattern decisions.\n\n## Relevant Requirements\n\n- R033 — Creator Last Updated Date\n- R034 — Homepage Stats Scorecard\n- R035 — Popular Search Terms Display\n- R036 — Admin Dropdown Hover on Desktop\n\n## Scope\n\n### In Scope\n\n- Search query logging to PostgreSQL (search_log table)\n- Redis-cached popular searches endpoint\n- Creator \"last updated\" derived from latest technique page created_at\n- Homepage stats scorecard block\n- Homepage trending searches block\n- \"Last updated\" subtle date on recently-added homepage cards\n- Admin dropdown hover on desktop, tap on mobile\n\n### Out of Scope / Non-Goals\n\n- Search analytics dashboard (just the raw logging + public display)\n- Zero-result search tracking display (data will exist but no UI for it)\n- User accounts or personalization\n\n## Technical Constraints\n\n- PostgreSQL search_log INSERT must be non-blocking (don't slow search responses)\n- Redis cache TTL 5-10 minutes for popular searches\n- Stats scorecard should use existing API data where possible (avoid new endpoints if a simple aggregate query works)\n- Admin dropdown hover must not break mobile touch targets (44x44px minimum)\n\n## Integration Points\n\n- PostgreSQL — New search_log table via Alembic migration\n- Redis — Cache key for popular searches (chrysopedia:popular_searches)\n- Existing search endpoint — Add logging hook\n- Existing creators endpoint — Add last_technique_at field\n- Homepage — New sections (stats, trending)\n\n## Open Questions\n\n- None — scope is clear and user confirmed approach\n\n---\n\n### Decisions\nSource: `.gsd/DECISIONS.md`\n\n# Decisions (compact)\nFields: id | when | scope | decision | choice | rationale | revisable | made_by\n\nD025 | M015 | architecture | Search query storage and popular searches architecture | PostgreSQL search_log table + Redis read-through cache with 5-min TTL | PostgreSQL gives full historical data for future analytics (zero-result queries, time-of-day patterns). Redis cache prevents DB query on every homepage load. 5-min TTL balances freshness with load. Volume is tiny at current scale. | Yes | collaborative\n\n---\n\n### Requirements\nSource: `.gsd/REQUIREMENTS.md`\n\n# Requirements\n\n## R001 — Whisper Transcription Pipeline\n**Status:** validated\n**Description:** Desktop Python script that accepts video files (MP4/MKV), extracts audio via ffmpeg, runs Whisper large-v3 on RTX 4090, and outputs timestamped transcript JSON with segment-level timestamps and word-level timing. Must be resumable.\n**Validation:** Script processes a sample video and produces valid JSON with timestamped segments.\n**Primary Owner:** M001/S01\n\n## R002 — Transcript Ingestion API\n**Status:** validated\n**Description:** FastAPI endpoint that accepts transcript JSON uploads, creates/updates Creator and Source Video records, and stores transcript data in PostgreSQL. Handles new creator detection from folder names.\n**Validation:** POST transcript JSON → 200 OK, records created in DB, file stored on filesystem.\n**Primary Owner:** M001/S02\n\n## R003 — LLM-Powered Extraction Pipeline (Stages 2-5)\n**Status:** validated\n**Description:** Background worker pipeline: transcript segmentation → key moment extraction → classification/tagging → technique page synthesis. Uses OpenAI-compatible API with primary (DGX Sparks Qwen) and fallback (local Ollama) endpoints. Pipeline must be resumable per-video per-stage.\n**Validation:** End-to-end: transcript JSON in → technique pages with key moments, tags, and cross-references out.\n**Primary Owner:** M001/S03\n\n## R004 — Review Queue UI\n**Status:** validated\n**Description:** Admin interface for reviewing extracted key moments: approve, edit+approve, split, merge, reject. Organized by source video for contextual review. Includes mode toggle (review vs auto-publish).\n**Validation:** Admin can review, edit, and approve/reject moments; mode toggle controls whether new moments require review.\n**Primary Owner:** M001/S04\n\n## R005 — Search-First Web UI\n**Status:** validated\n**Description:** Landing page with prominent search bar, live typeahead (results after 2-3 chars), scope toggle (All/Topics/Creators), and two navigation cards (Topics, Creators). Recently added section. Search powered by Qdrant semantic search with keyword fallback.\n**Validation:** User types query → results appear within 500ms, grouped by type, with clickable navigation.\n**Primary Owner:** M001/S05\n\n## R006 — Technique Page Display\n**Status:** validated\n**Description:** Core content unit: header (tags, title, creator, meta), study guide prose (organized by sub-aspects with signal chain blocks and quotes), key moments index (timestamped list), related techniques, plugins referenced. Amber banner for livestream-sourced content.\n**Validation:** Technique page renders with all sections populated from synthesized data.\n**Primary Owner:** M001/S05\n\n## R007 — Creators Browse Page\n**Status:** validated\n**Description:** Filterable creator list with genre filter pills, type-to-narrow, sort options (randomized default, alphabetical, view count). Each row: name, genre tags, technique count, video count, view count. Links to creator detail page.\n**Validation:** Page loads with randomized order, genre filtering works, clicking row navigates to creator detail.\n**Primary Owner:** M001/S05\n\n## R008 — Topics Browse Page\n**Status:** validated\n**Description:** Two-level topic hierarchy (7 top-level categories → sub-topics). Filter input, genre filter pills. Each sub-topic shows technique count and creator count. Clicking sub-topic loads a dedicated page with creator-grouped techniques and breadcrumbs.\n**Validation:** Hierarchy renders, filtering works, sub-topics have dedicated pages at /topics/:category/:subtopic with backend filtering and creator grouping. Verified: M010/S01.\n**Primary Owner:** M001/S05\n\n## R009 — Qdrant Vector Search Integration\n**Status:** validated\n**Description:** Embed key moment summaries, technique page content, and transcript segments in Qdrant using configurable embedding model (nomic-embed-text default). Power semantic search with metadata filtering.\n**Validation:** Semantic search returns relevant results for natural language queries; embeddings update when content changes.\n**Primary Owner:** M001/S03\n\n## R010 — Docker Compose Deployment\n**Status:** validated\n**Description:** Single docker-compose.yml packaging API, web UI, PostgreSQL, and worker services. Follows XPLTD conventions: bind mounts at /vmPool/r/services/, compose at /vmPool/r/compose/chrysopedia/, xpltd_chrysopedia project name, dedicated Docker network.\n**Validation:** `docker compose up -d` brings up all services; data persists across restarts.\n**Primary Owner:** M001/S01\n\n## R011 — Canonical Tag System\n**Status:** validated\n**Description:** Editable canonical tag list (config file) with aliases. Pipeline references tags during classification. New tags can be proposed by LLM and queued for admin approval or auto-added within existing categories.\n**Validation:** Tag list is editable; pipeline uses canonical tags consistently; alias normalization works.\n**Primary Owner:** M001/S03\n\n## R012 — Incremental Content Addition\n**Status:** validated\n**Description:** System handles ongoing content: new videos processed through pipeline, new creators auto-detected, existing technique pages updated when new moments are added for same creator+topic.\n**Validation:** Adding a new video for an existing creator updates their technique pages; new creator folder creates new Creator record.\n**Primary Owner:** M001/S03\n\n## R013 — Prompt Template System\n**Status:** validated\n**Description:** Extraction prompts (stages 2-5) stored as editable configuration files, not hardcoded. Admin can edit prompts and re-run extraction on specific or all videos for calibration.\n**Validation:** Prompt files are editable; re-processing a video with updated prompts produces different output.\n**Primary Owner:** M001/S03\n\n## R014 — Creator Equity\n**Status:** validated\n**Description:** No creator is privileged in the UI. Default sort on Creators page is randomized on every page load. All creators get equal visual weight.\n**Validation:** Refreshing Creators page shows different order each time; no creator gets larger/bolder display.\n**Primary Owner:** M001/S05\n\n## R015 — 30-Second Retrieval Target\n**Status:** active\n**Description:** A producer mid-session can find a specific technique in under 30 seconds from Alt+Tab to reading the key insight.\n**Validation:** Timed test: Alt+Tab → search → read technique → under 30 seconds.\n**Primary Owner:** M001/S05\n\n## R016 — Card Hover Animations & Staggered Entrance\n**Status:** validated\n**Description:** All technique/content cards animate on hover (scale + shadow transition). Card grids use staggered fade-in-up entrance animations on page load.\n**Validation:** Cards visually respond to hover with smooth 200ms transition. Grid cards appear sequentially on page load.\n**Primary Owner:** M011/S01\n\n## R017 — Featured Technique Visual Redesign\n**Status:** validated\n**Description:** Featured Technique section on homepage has a visually distinct treatment (gradient border, glow, or full-bleed) that differentiates it from ordinary cards.\n**Validation:** Featured technique is visually prominent and clearly distinct from regular technique cards.\n**Primary Owner:** M011/S01\n\n## R018 — Random Technique Discovery\n**Status:** validated\n**Description:** A \"Random Technique\" button exists that navigates to a randomly selected technique page.\n**Validation:** Clicking the button loads a different technique each time.\n**Primary Owner:** M011/S01\n\n## R019 — Topics Page Default-Collapsed\n**Status:** validated\n**Description:** Topics page loads with all categories collapsed, showing only category cards. Clicking a category expands its sub-topics with a smooth slide animation.\n**Validation:** Page loads collapsed. Click expands with animation. Click again collapses.\n**Primary Owner:** M011/S02\n\n## R020 — Global Search in Navigation\n**Status:** validated\n**Description:** A compact search input in the navigation bar is available on all pages except the homepage. Cmd+K (or /) keyboard shortcut focuses it from any page.\n**Validation:** Search bar visible in nav on Topics, Creators, Technique, About pages. Cmd+K focuses it.\n**Primary Owner:** M011/S03\n\n## R021 — Mobile Hamburger Menu\n**Status:** validated\n**Description:** Navigation uses a hamburger menu on viewports below 768px with generous touch targets (44×44px minimum).\n**Validation:** Mobile viewport shows hamburger icon. Tapping reveals nav items. Touch targets meet minimum size.\n**Primary Owner:** M011/S03\n\n## R022 — Heading Hierarchy Fix\n**Status:** validated\n**Description:** Every page has exactly one H1 element. Heading levels are sequential (no skips from H1 to H3).\n**Validation:** DOM inspection confirms single H1 per page and sequential heading levels.\n**Primary Owner:** M011/S04\n\n## R023 — Skip-to-Content Link\n**Status:** validated\n**Description:** A visually hidden skip link is the first focusable element on every page, visible on keyboard focus.\n**Validation:** Tab from page load shows \"Skip to content\" link. Clicking it jumps to main content area.\n**Primary Owner:** M011/S04\n\n## R024 — Text Contrast AA Compliance\n**Status:** validated\n**Description:** All text meets WCAG AA contrast ratios (4.5:1 for normal text, 3:1 for large text) against the dark background.\n**Validation:** Secondary text color passes 4.5:1 contrast check against page background.\n**Primary Owner:** M011/S04\n\n## R025 — Page-Specific Document Titles\n**Status:** validated\n**Description:** Each route sets a descriptive document title (e.g., \"Bass — Sound Design — Chrysopedia\", \"COPYCATT — Chrysopedia\").\n**Validation:** Browser tab shows distinct title per page. Navigating between pages updates the title.\n**Primary Owner:** M011/S04\n\n## R026 — Creator Stats Topic-Colored Pills\n**Status:** validated\n**Description:** Creator detail page stats line rendered as topic-colored pill badges instead of run-on text.\n**Validation:** Stats show as visually distinct colored pills grouped by topic category.\n**Primary Owner:** M011/S02\n\n## R027 — Tag Overflow Limit on Cards\n**Status:** validated\n**Description:** Technique cards show a maximum of 4 tags, with a \"+N more\" indicator for additional tags.\n**Validation:** Cards with >4 tags show exactly 4 plus a \"+N more\" badge.\n**Primary Owner:** M011/S02\n\n## R028 — Empty Subtopic Handling\n**Status:** validated\n**Description:** Sub-topics with 0 techniques either hidden by default or display a \"Coming soon\" badge.\n**Validation:** Empty subtopics are visually distinguished or hidden. No dead-end clicks.\n**Primary Owner:** M011/S02\n\n## Denied / Out of Scope\n\n## R029 — Beginner Learning Paths\n**Status:** out-of-scope\n**Description:** Curated beginner learning paths with skill-level tags and \"New to Production?\" section.\n**Validation:** n/a\n**Notes:** Denied — audience knows what they're looking for. Assessment F01.\n\n## R030 — YouTube Deep Links on Key Moments\n**Status:** out-of-scope\n**Description:** Key moment timestamps link to source YouTube videos at the correct time.\n**Validation:** n/a\n**Notes:** Denied — no video URLs in data model / don't want to link out. Assessment F02.\n\n## R031 — Hide Admin Dropdown\n**Status:** out-of-scope\n**Description:** Admin dropdown hidden from public visitors behind auth or flag.\n**Validation:** n/a\n**Notes:** Denied — fine as-is. Assessment F03.\n\n## R032 — CTA Label Changes\n**Status:** out-of-scope\n**Description:** Change \"Start Exploring\" to more descriptive CTA text.\n**Validation:** n/a\n**Notes:** Denied — skipped. Assessment F15.\n\n## R033 — Creator Last Updated Date\n**Status:** active\n**Description:** Each creator shows when their latest technique page was added. Visible on Creators browse page and subtly on homepage recently-added cards.\n**Validation:** Creators browse page shows \"Last updated\" per creator. Homepage cards show a small date.\n**Primary Owner:** M015/S02\n\n## R034 — Homepage Stats Scorecard\n**Status:** active\n**Description:** Homepage displays a visual metrics block showing article count, creator count in a scorecard/metric style that communicates volume and credibility without being literal or boastful.\n**Validation:** Homepage renders stats block with real counts from the API.\n**Primary Owner:** M015/S03\n\n## R035 — Popular Search Terms Display\n**Status:** active\n**Description:** Show real search terms users are using in real-time. Backend logs all search queries to PostgreSQL, caches popular queries in Redis, and exposes a trending endpoint. Frontend displays these on the homepage.\n**Validation:** Search queries are logged. Popular searches endpoint returns cached top-N. Homepage shows trending terms.\n**Primary Owner:** M015/S01\n**Supporting Slices:** M015/S04\n\n## R036 — Admin Dropdown Hover on Desktop\n**Status:** active\n**Description:** Admin navigation dropdown opens on mouse hover at desktop viewport widths (≥768px). On mobile/touch, remains click/tap to expand.\n**Validation:** Desktop: hovering over \"Admin ▾\" opens the dropdown menu. Mobile: requires tap.\n**Primary Owner:** M015/S05\n\n---\n\n[...truncated 6 sections]\n\n### Dependency Slice Summaries\n\nPay particular attention to **Forward Intelligence** sections — they contain hard-won knowledge about what's fragile, what assumptions changed, and what to watch out for.\n\n- (no dependencies)\n\n## Your Role in the Pipeline\n\nYou are the scout. After you finish, a **planner agent** reads your output in a fresh context with no memory of your exploration. It uses your findings to decompose this slice into executable tasks — deciding what files change, what order to build things, how to verify the work. Then **executor agents** build each task in isolated context windows.\n\nWrite for the planner, not for a human. The planner needs:\n- **What files exist and what they do** — so it can scope tasks to specific files\n- **Where the natural seams are** — where work divides into independent units\n- **What to build or prove first** — what's riskiest, what unblocks everything else\n- **How to verify the result** — what commands, tests, or checks confirm the slice works\n\nIf the research doc is vague, the planner will waste its context re-exploring code you already read. If it's precise, the planner can decompose immediately.\n\n## Calibrate Depth\n\nRead the slice title, the roadmap excerpt, and any milestone research above. Ask: does this slice involve unfamiliar technology, risky integration, novel architecture, or ambiguous requirements? Or is it straightforward application of known patterns to known code?\n\n- **Deep research** — new technology, unfamiliar APIs, risky integration, multiple viable approaches, or ambiguous scope. Explore broadly, look up docs, check libraries, investigate constraints. Write all template sections. This is the default when you're genuinely uncertain.\n- **Targeted research** — known technology but new to this codebase, or moderately complex integration. Explore the relevant code, check one or two libraries, identify constraints. Omit Don't Hand-Roll and Sources if nothing applies.\n- **Light research** — well-understood work using established patterns already in the codebase (wiring up existing APIs, adding standard UI components, CRUD operations, configuration changes). Read the relevant files to confirm the pattern, note any constraints, write Summary + Recommendation + Implementation Landscape. Skip the rest. A light research doc can be 15-20 lines. Don't manufacture pitfalls or risks for work that doesn't have them.\n\nAn honest \"this is straightforward, here's the pattern to follow\" is more valuable than invented complexity.\n\n## Steps\n\nResearch what this slice needs. Narrate key findings and surprises as you go — what exists, what's missing, what constrains the approach.\n0. If `REQUIREMENTS.md` was preloaded above, identify which Active requirements this slice owns or supports. Research should target these requirements — surfacing risks, unknowns, and implementation constraints that could affect whether the slice actually delivers them.\n1.  Reference specific rules from loaded skills in your findings where they inform the implementation approach.\n2. **Skill Discovery (suggest):**\n   Identify the key technologies, frameworks, and services this work depends on (e.g. Stripe, Clerk, Supabase, JUCE, SwiftUI).\n   For each, check if a professional agent skill already exists:\n   - First check `<available_skills>` in your system prompt — a skill may already be installed.\n   - For technologies without an installed skill, run: `npx skills find \"<technology>\"`\n   - Only consider skills that are **directly relevant** to core technologies — not tangentially related.\n   - Evaluate results by install count and relevance to the actual work.\n   - Note promising skills in your research output with their install commands, but do NOT install them.\n   - The user will decide which to install.\n3. Explore relevant code for this slice's scope. For targeted exploration, use `rg`, `find`, and reads. For broad or unfamiliar subsystems, use `scout` to map the relevant area first.\n4. Use `resolve_library` / `get_library_docs` for unfamiliar libraries — skip this for libraries already used in the codebase\n5. **Web search budget:** You have a limited budget of web searches (max ~15 per session). Use them strategically — prefer `resolve_library` / `get_library_docs` for library documentation. Do NOT repeat the same or similar queries. If a search didn't find what you need, rephrase once or move on. Target 3-5 total web searches for a typical research unit.\n6. Use the **Research** output template from the inlined context above — include only sections that have real content. The template is already inlined above; do NOT attempt to read any template file from disk (there is no `templates/SLICE-RESEARCH.md` — the correct template is already present in this prompt).\n7. Call `gsd_summary_save` with `milestone_id: M015`, `slice_id: S02`, `artifact_type: \"RESEARCH\"`, and the full research markdown as `content` — the tool computes the file path and persists to both DB and disk.\n\nThe slice directory already exists at `.gsd/milestones/M015/slices/S02/`. Do NOT mkdir.\n\n**You MUST call `gsd_summary_save` with the research content before finishing.**\n\nWhen done, say: \"Slice S02 researched.\"","display":false,"id":"6b2d2366","parentId":"77656042","timestamp":"2026-04-03T04:08:54.348Z"}
{"type":"message","id":"64865b60","parentId":"6b2d2366","timestamp":"2026-04-03T04:09:04.188Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"Let me research slice S02: \"Creator Freshness + Homepage Card Dates\". This is about adding \"Last updated\" dates to the creators browse page and subtle dates to homepage recently-added cards.\n\nFrom the requirements:\n- R033 — Creator Last Updated Date (primary owner: M015/S02)\n\nThis looks like light research — it's wiring up existing data (technique page created_at) to existing UI components. Let me check the relevant files quickly.","thinkingSignature":"EvIEClkIDBgCKkDoM+pa662M8cRoXnSCBWW+scY7ac0H/8Bp1x16bB+YQrggu0Wv2L5QMm4RiIwxamAcSm42nfmKaS2yaZ1nO9xmMg9jbGF1ZGUtb3B1cy00LTY4ABIMlHwP+09TwhCZERsyGgwQGv/jKlJmMQ/CfeEiMH5X3AXkM4DpeOfJeT6m41HVJtSYo6YuvrQUBiWRWapm2kVRJboOM1VEibquioWIBSrGA8P0oL+7/2aCwZX4LTXlzu97z8Ir3jDGg5//OSc2d0bifNizUukRsT2lru7j8Y0zVjVSB8k23RUaNNkQUlc6EzaJznLzs1HN1dzbxotAKyPSo8xK8DhJavG+q3Xf1izCPG8DW7qk9SYiI9bKGyX7kBv0grfjiUls2xBR1t6eN7rTN9QXIK37cmp+/dGbMZIr0sSxDIbBG9H6+cl1C3DaQeUB4mGMUnH0kzWr5WblWafhU6qoKVxeWOaRVE4xf6x41RS32/8o/WS37PJuwkzwD9mK/P0HG+AGtr+nRym2q0oHQxKIRMNfulBLt2lw4tBb7yLYBK+MxP/x/KOp82NQ05tOgqg6dDb0wczmaFrR7+q6gh+lHh6Cv7v4mPRxKujasLPyYW6FXmLB+i4VY3kWflaYLRhEG+qrK+fLWCQQ8SzuijH0AiwByHhfGnnHcCyggMeXQFJFPL/Ls1DFE60ItClEP9pBIvVcyM68dhswAZzdTi44UkI2vUFXNZiTl1QO17RSN2MGvX3Fxn4dD9lVbpn+/lAMOVDXRmltu0q1RmaF/2PGaGKunQUShpqMxdBgNY/Q9kuQAm7ReP/36bXVodb4oHPI1RwYAQ=="},{"type":"text","text":"Light research — this is wiring existing DB data to existing UI components. Let me confirm the patterns."},{"type":"toolCall","id":"toolu_0137vMRJb8iFtW33a6WDjtZ8","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && rg -n \"last_technique_at\\|last_updated\\|updated_at\" backend/models.py | head -20"}},{"type":"toolCall","id":"toolu_01NjSdL3rVwfkcSeD4S1dHoV","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && rg -n \"class Creator\" backend/models.py"}},{"type":"toolCall","id":"toolu_01EMzUNCUTzeFvsVA9idzwXv","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && rg -n \"creators\" backend/routers/ --include=\"*.py\" -l"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":3,"output":372,"cacheRead":60281,"cacheWrite":6484,"totalTokens":67140,"cost":{"input":0.000015000000000000002,"output":0.009300000000000001,"cacheRead":0.030140499999999997,"cacheWrite":0.040525,"total":0.0799805}},"stopReason":"toolUse","timestamp":1775189334347}}
{"type":"message","id":"1ddfac27","parentId":"64865b60","timestamp":"2026-04-03T04:09:04.219Z","message":{"role":"toolResult","toolCallId":"toolu_0137vMRJb8iFtW33a6WDjtZ8","toolName":"bash","content":[{"type":"text","text":"(no output)"}],"isError":false,"timestamp":1775189344219}}
{"type":"message","id":"73998637","parentId":"1ddfac27","timestamp":"2026-04-03T04:09:04.220Z","message":{"role":"toolResult","toolCallId":"toolu_01NjSdL3rVwfkcSeD4S1dHoV","toolName":"bash","content":[{"type":"text","text":"98:class Creator(Base):\n"}],"isError":false,"timestamp":1775189344219}}
{"type":"message","id":"fd3d21b1","parentId":"73998637","timestamp":"2026-04-03T04:09:04.225Z","message":{"role":"toolResult","toolCallId":"toolu_01EMzUNCUTzeFvsVA9idzwXv","toolName":"bash","content":[{"type":"text","text":"rg: unrecognized flag --include\n\nsimilar flags that are available: --include-zero\n\n\nCommand exited with code 2"}],"details":{},"isError":true,"timestamp":1775189344223}}
{"type":"message","id":"6cd9de41","parentId":"fd3d21b1","timestamp":"2026-04-03T04:09:08.905Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"toolu_01LQcJ41Wj22fPfZm6nLKvqz","name":"read","arguments":{"limit":40,"offset":98,"path":"backend/models.py"}},{"type":"toolCall","id":"toolu_012DgdNvaQ8M1dMybrzhpPe4","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && rg -n \"creators\" backend/routers/ -l"}},{"type":"toolCall","id":"toolu_01NW1F2jaLtQReMKn12fH1oP","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && rg -n \"class TechniquePage\" backend/models.py"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":221,"cacheRead":66765,"cacheWrite":381,"totalTokens":67368,"cost":{"input":0.000005,"output":0.005525,"cacheRead":0.033382499999999996,"cacheWrite":0.00238125,"total":0.04129375}},"stopReason":"toolUse","timestamp":1775189344223}}
{"type":"message","id":"874aefaa","parentId":"6cd9de41","timestamp":"2026-04-03T04:09:08.928Z","message":{"role":"toolResult","toolCallId":"toolu_01LQcJ41Wj22fPfZm6nLKvqz","toolName":"read","content":[{"type":"text","text":"class Creator(Base):\n    __tablename__ = \"creators\"\n\n    id: Mapped[uuid.UUID] = _uuid_pk()\n    name: Mapped[str] = mapped_column(String(255), nullable=False)\n    slug: Mapped[str] = mapped_column(String(255), unique=True, nullable=False)\n    genres: Mapped[list[str] | None] = mapped_column(ARRAY(String), nullable=True)\n    folder_name: Mapped[str] = mapped_column(String(255), nullable=False)\n    view_count: Mapped[int] = mapped_column(Integer, default=0, server_default=\"0\")\n    hidden: Mapped[bool] = mapped_column(default=False, server_default=\"false\")\n    created_at: Mapped[datetime] = mapped_column(\n        default=_now, server_default=func.now()\n    )\n    updated_at: Mapped[datetime] = mapped_column(\n        default=_now, server_default=func.now(), onupdate=_now\n    )\n\n    # relationships\n    videos: Mapped[list[SourceVideo]] = sa_relationship(back_populates=\"creator\")\n    technique_pages: Mapped[list[TechniquePage]] = sa_relationship(back_populates=\"creator\")\n\n\nclass SourceVideo(Base):\n    __tablename__ = \"source_videos\"\n\n    id: Mapped[uuid.UUID] = _uuid_pk()\n    creator_id: Mapped[uuid.UUID] = mapped_column(\n        ForeignKey(\"creators.id\", ondelete=\"CASCADE\"), nullable=False\n    )\n    filename: Mapped[str] = mapped_column(String(500), nullable=False)\n    file_path: Mapped[str] = mapped_column(String(1000), nullable=False)\n    duration_seconds: Mapped[int] = mapped_column(Integer, nullable=True)\n    content_type: Mapped[ContentType] = mapped_column(\n        Enum(ContentType, name=\"content_type\", create_constraint=True),\n        nullable=False,\n    )\n    transcript_path: Mapped[str | None] = mapped_column(String(1000), nullable=True)\n    content_hash: Mapped[str | None] = mapped_column(String(64), nullable=True, index=True)\n    processing_status: Mapped[ProcessingStatus] = mapped_column(\n        Enum(ProcessingStatus, name=\"processing_status\", create_constraint=True),\n\n[373 more lines in file. Use offset=138 to continue.]"}],"isError":false,"timestamp":1775189348928}}
{"type":"message","id":"0abe0ac4","parentId":"874aefaa","timestamp":"2026-04-03T04:09:08.929Z","message":{"role":"toolResult","toolCallId":"toolu_012DgdNvaQ8M1dMybrzhpPe4","toolName":"bash","content":[{"type":"text","text":"backend/routers/search.py\nbackend/routers/creators.py\nbackend/routers/techniques.py\nbackend/routers/pipeline.py\n"}],"isError":false,"timestamp":1775189348928}}
{"type":"message","id":"558c06e9","parentId":"0abe0ac4","timestamp":"2026-04-03T04:09:08.934Z","message":{"role":"toolResult","toolCallId":"toolu_01NW1F2jaLtQReMKn12fH1oP","toolName":"bash","content":[{"type":"text","text":"206:class TechniquePage(Base):\n282:class TechniquePageVersion(Base):\n312:class TechniquePageVideo(Base):\n"}],"isError":false,"timestamp":1775189348932}}
{"type":"message","id":"86c66970","parentId":"558c06e9","timestamp":"2026-04-03T04:09:12.206Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"toolu_01V7pscuhMu9mf2AEsVhrt4E","name":"read","arguments":{"path":"backend/routers/creators.py"}},{"type":"toolCall","id":"toolu_01VKp3jfy7n2LTaQkTMZdQG5","name":"read","arguments":{"limit":30,"offset":206,"path":"backend/models.py"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":130,"cacheRead":67146,"cacheWrite":998,"totalTokens":68275,"cost":{"input":0.000005,"output":0.0032500000000000003,"cacheRead":0.033573,"cacheWrite":0.0062375,"total":0.0430655}},"stopReason":"toolUse","timestamp":1775189348932}}
{"type":"message","id":"f56536ea","parentId":"86c66970","timestamp":"2026-04-03T04:09:12.208Z","message":{"role":"toolResult","toolCallId":"toolu_01V7pscuhMu9mf2AEsVhrt4E","toolName":"read","content":[{"type":"text","text":"\"\"\"Creator endpoints for Chrysopedia API.\n\nEnhanced with sort (random default per R014), genre filter, and\ntechnique/video counts for browse pages.\n\"\"\"\n\nimport logging\nfrom typing import Annotated\n\nfrom fastapi import APIRouter, Depends, HTTPException, Query\nfrom sqlalchemy import func, select\nfrom sqlalchemy.ext.asyncio import AsyncSession\n\nfrom database import get_session\nfrom models import Creator, SourceVideo, TechniquePage\nfrom schemas import CreatorBrowseItem, CreatorDetail, CreatorRead\n\nlogger = logging.getLogger(\"chrysopedia.creators\")\n\nrouter = APIRouter(prefix=\"/creators\", tags=[\"creators\"])\n\n\n@router.get(\"\")\nasync def list_creators(\n    sort: Annotated[str, Query()] = \"random\",\n    genre: Annotated[str | None, Query()] = None,\n    offset: Annotated[int, Query(ge=0)] = 0,\n    limit: Annotated[int, Query(ge=1, le=100)] = 50,\n    db: AsyncSession = Depends(get_session),\n):\n    \"\"\"List creators with sort, genre filter, and technique/video counts.\n\n    - **sort**: ``random`` (default, R014 creator equity), ``alpha``, ``views``\n    - **genre**: filter by genre (matches against ARRAY column)\n    \"\"\"\n    # Subqueries for counts\n    technique_count_sq = (\n        select(func.count())\n        .where(TechniquePage.creator_id == Creator.id)\n        .correlate(Creator)\n        .scalar_subquery()\n    )\n    video_count_sq = (\n        select(func.count())\n        .where(SourceVideo.creator_id == Creator.id)\n        .correlate(Creator)\n        .scalar_subquery()\n    )\n\n    stmt = select(\n        Creator,\n        technique_count_sq.label(\"technique_count\"),\n        video_count_sq.label(\"video_count\"),\n    ).where(Creator.hidden != True)  # noqa: E712\n\n    # Genre filter\n    if genre:\n        stmt = stmt.where(Creator.genres.any(genre))\n\n    # Sorting\n    if sort == \"alpha\":\n        stmt = stmt.order_by(Creator.name)\n    elif sort == \"views\":\n        stmt = stmt.order_by(Creator.view_count.desc())\n    else:\n        # Default: random (small dataset <100, func.random() is fine)\n        stmt = stmt.order_by(func.random())\n\n    stmt = stmt.offset(offset).limit(limit)\n    result = await db.execute(stmt)\n    rows = result.all()\n\n    items: list[CreatorBrowseItem] = []\n    for row in rows:\n        creator = row[0]\n        tc = row[1] or 0\n        vc = row[2] or 0\n        base = CreatorRead.model_validate(creator)\n        items.append(\n            CreatorBrowseItem(**base.model_dump(), technique_count=tc, video_count=vc)\n        )\n\n    # Get total count (without offset/limit)\n    count_stmt = select(func.count()).select_from(Creator).where(Creator.hidden != True)  # noqa: E712\n    if genre:\n        count_stmt = count_stmt.where(Creator.genres.any(genre))\n    total = (await db.execute(count_stmt)).scalar() or 0\n\n    logger.debug(\n        \"Listed %d creators (sort=%s, genre=%s, offset=%d, limit=%d)\",\n        len(items), sort, genre, offset, limit,\n    )\n    return {\"items\": items, \"total\": total, \"offset\": offset, \"limit\": limit}\n\n\n@router.get(\"/{slug}\", response_model=CreatorDetail)\nasync def get_creator(\n    slug: str,\n    db: AsyncSession = Depends(get_session),\n) -> CreatorDetail:\n    \"\"\"Get a single creator by slug, including video count.\"\"\"\n    stmt = select(Creator).where(Creator.slug == slug)\n    result = await db.execute(stmt)\n    creator = result.scalar_one_or_none()\n\n    if creator is None:\n        raise HTTPException(status_code=404, detail=f\"Creator '{slug}' not found\")\n\n    # Count videos for this creator\n    count_stmt = (\n        select(func.count())\n        .select_from(SourceVideo)\n        .where(SourceVideo.creator_id == creator.id)\n    )\n    count_result = await db.execute(count_stmt)\n    video_count = count_result.scalar() or 0\n\n    creator_data = CreatorRead.model_validate(creator)\n    return CreatorDetail(**creator_data.model_dump(), video_count=video_count)\n"}],"isError":false,"timestamp":1775189352207}}
{"type":"message","id":"3907172f","parentId":"f56536ea","timestamp":"2026-04-03T04:09:12.210Z","message":{"role":"toolResult","toolCallId":"toolu_01VKp3jfy7n2LTaQkTMZdQG5","toolName":"read","content":[{"type":"text","text":"class TechniquePage(Base):\n    __tablename__ = \"technique_pages\"\n\n    id: Mapped[uuid.UUID] = _uuid_pk()\n    creator_id: Mapped[uuid.UUID] = mapped_column(\n        ForeignKey(\"creators.id\", ondelete=\"CASCADE\"), nullable=False\n    )\n    title: Mapped[str] = mapped_column(String(500), nullable=False)\n    slug: Mapped[str] = mapped_column(String(500), unique=True, nullable=False)\n    topic_category: Mapped[str] = mapped_column(String(255), nullable=False)\n    topic_tags: Mapped[list[str] | None] = mapped_column(ARRAY(String), nullable=True)\n    summary: Mapped[str | None] = mapped_column(Text, nullable=True)\n    body_sections: Mapped[dict | None] = mapped_column(JSONB, nullable=True)\n    body_sections_format: Mapped[str] = mapped_column(\n        String(20), nullable=False, default=\"v1\", server_default=\"v1\"\n    )\n    signal_chains: Mapped[list | None] = mapped_column(JSONB, nullable=True)\n    plugins: Mapped[list[str] | None] = mapped_column(ARRAY(String), nullable=True)\n    source_quality: Mapped[SourceQuality | None] = mapped_column(\n        Enum(SourceQuality, name=\"source_quality\", create_constraint=True),\n        nullable=True,\n    )\n    view_count: Mapped[int] = mapped_column(Integer, default=0, server_default=\"0\")\n    created_at: Mapped[datetime] = mapped_column(\n        default=_now, server_default=func.now()\n    )\n    updated_at: Mapped[datetime] = mapped_column(\n        default=_now, server_default=func.now(), onupdate=_now\n    )\n\n\n[275 more lines in file. Use offset=236 to continue.]"}],"isError":false,"timestamp":1775189352208}}
{"type":"message","id":"da22c7ff","parentId":"3907172f","timestamp":"2026-04-03T04:09:17.927Z","message":{"role":"assistant","content":[{"type":"text","text":"Good — `TechniquePage` has `created_at`. Now let me check the schemas and the frontend components."},{"type":"toolCall","id":"toolu_01TCzCj8jQ3UvL9nwf5tLco7","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && rg -n \"CreatorBrowseItem\\|CreatorRead\\|CreatorDetail\" backend/schemas.py"}},{"type":"toolCall","id":"toolu_01AmVoxLp9ZryVqMd8AR8kSy","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && rg -n \"recently.added\\|RecentlyAdded\\|recently_added\\|recentlyAdded\" frontend/src/pages/Home.tsx | head -20"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":213,"cacheRead":68144,"cacheWrite":1847,"totalTokens":70205,"cost":{"input":0.000005,"output":0.005325,"cacheRead":0.034072,"cacheWrite":0.01154375,"total":0.05094575}},"stopReason":"toolUse","timestamp":1775189352209}}
{"type":"message","id":"c766846d","parentId":"da22c7ff","timestamp":"2026-04-03T04:09:17.948Z","message":{"role":"toolResult","toolCallId":"toolu_01TCzCj8jQ3UvL9nwf5tLco7","toolName":"bash","content":[{"type":"text","text":"(no output)\n\nCommand exited with code 1"}],"details":{},"isError":true,"timestamp":1775189357948}}
{"type":"message","id":"d0dc0e2f","parentId":"c766846d","timestamp":"2026-04-03T04:09:17.957Z","message":{"role":"toolResult","toolCallId":"toolu_01AmVoxLp9ZryVqMd8AR8kSy","toolName":"bash","content":[{"type":"text","text":"(no output)"}],"isError":false,"timestamp":1775189357955}}
{"type":"message","id":"ee653c08","parentId":"d0dc0e2f","timestamp":"2026-04-03T04:09:23.264Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"toolu_01PL1XCXkfhQi6n97AY7y7Tq","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && find backend -name \"schemas*\" -type f"}},{"type":"toolCall","id":"toolu_01Qh6aC1ssK3kawVGovaDWNo","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && rg -n \"recently\\|Recent\\|latest\" frontend/src/pages/Home.tsx | head -20"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":156,"cacheRead":69991,"cacheWrite":287,"totalTokens":70435,"cost":{"input":0.000005,"output":0.0039000000000000003,"cacheRead":0.0349955,"cacheWrite":0.00179375,"total":0.040694249999999994}},"stopReason":"toolUse","timestamp":1775189357955}}
{"type":"message","id":"54404753","parentId":"ee653c08","timestamp":"2026-04-03T04:09:23.291Z","message":{"role":"toolResult","toolCallId":"toolu_01PL1XCXkfhQi6n97AY7y7Tq","toolName":"bash","content":[{"type":"text","text":"backend/pipeline/__pycache__/schemas.cpython-312.pyc\nbackend/pipeline/schemas.py\nbackend/__pycache__/schemas.cpython-312.pyc\nbackend/schemas.py\n"}],"isError":false,"timestamp":1775189363291}}
{"type":"message","id":"f307cde0","parentId":"54404753","timestamp":"2026-04-03T04:09:23.298Z","message":{"role":"toolResult","toolCallId":"toolu_01Qh6aC1ssK3kawVGovaDWNo","toolName":"bash","content":[{"type":"text","text":"(no output)"}],"isError":false,"timestamp":1775189363295}}
{"type":"message","id":"9d33b2fc","parentId":"f307cde0","timestamp":"2026-04-03T04:09:27.815Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"toolu_01N1vat3M2LUi6eKWiCcQhFU","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && rg -n \"CreatorBrowseItem\\|CreatorRead\\|CreatorDetail\" backend/schemas.py"}},{"type":"toolCall","id":"toolu_01FD4chVgeTjcMfgvQpc15df","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && rg -in \"recent\\|added\\|latest\\|new \" frontend/src/pages/Home.tsx | head -20"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":175,"cacheRead":70278,"cacheWrite":269,"totalTokens":70723,"cost":{"input":0.000005,"output":0.004375,"cacheRead":0.035139,"cacheWrite":0.00168125,"total":0.04120025}},"stopReason":"toolUse","timestamp":1775189363296}}
{"type":"message","id":"48ac82b2","parentId":"9d33b2fc","timestamp":"2026-04-03T04:09:27.837Z","message":{"role":"toolResult","toolCallId":"toolu_01N1vat3M2LUi6eKWiCcQhFU","toolName":"bash","content":[{"type":"text","text":"(no output)\n\nCommand exited with code 1"}],"details":{},"isError":true,"timestamp":1775189367837}}
{"type":"message","id":"b5917399","parentId":"48ac82b2","timestamp":"2026-04-03T04:09:27.843Z","message":{"role":"toolResult","toolCallId":"toolu_01FD4chVgeTjcMfgvQpc15df","toolName":"bash","content":[{"type":"text","text":"(no output)"}],"isError":false,"timestamp":1775189367841}}
{"type":"message","id":"d8b7ee4e","parentId":"b5917399","timestamp":"2026-04-03T04:09:32.099Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"toolu_015RAW1zH45JEdSKQ37BSq2j","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && ls backend/schemas* 2>/dev/null; cat backend/schemas.py | head -5 2>/dev/null; wc -l backend/schemas.py"}},{"type":"toolCall","id":"toolu_01CztyKLZPWXeuoqh8sGjmDR","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && wc -l frontend/src/pages/Home.tsx; head -5 frontend/src/pages/Home.tsx"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":184,"cacheRead":70547,"cacheWrite":249,"totalTokens":70981,"cost":{"input":0.000005,"output":0.0046,"cacheRead":0.0352735,"cacheWrite":0.0015562500000000001,"total":0.04143475}},"stopReason":"toolUse","timestamp":1775189367842}}
{"type":"message","id":"dc988019","parentId":"d8b7ee4e","timestamp":"2026-04-03T04:09:32.126Z","message":{"role":"toolResult","toolCallId":"toolu_015RAW1zH45JEdSKQ37BSq2j","toolName":"bash","content":[{"type":"text","text":"backend/schemas.py\n\"\"\"Pydantic schemas for the Chrysopedia API.\n\nRead-only schemas for list/detail endpoints and input schemas for creation.\nEach schema mirrors the corresponding SQLAlchemy model in models.py.\n\"\"\"\n475 backend/schemas.py\n"}],"isError":false,"timestamp":1775189372126}}
{"type":"message","id":"cf1e9d3b","parentId":"dc988019","timestamp":"2026-04-03T04:09:32.131Z","message":{"role":"toolResult","toolCallId":"toolu_01CztyKLZPWXeuoqh8sGjmDR","toolName":"bash","content":[{"type":"text","text":"273 frontend/src/pages/Home.tsx\n/**\n * Home / landing page.\n *\n * Prominent search bar with 300ms debounced typeahead (top 5 results after 2+ chars),\n * navigation cards for Topics and Creators, and a \"Recently Added\" section.\n"}],"isError":false,"timestamp":1775189372129}}
{"type":"message","id":"772a0405","parentId":"cf1e9d3b","timestamp":"2026-04-03T04:09:36.023Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"toolu_01He9cty4SA1Ru7xxQZWPu9N","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && rg -n \"CreatorBrowseItem\\|CreatorRead\\|CreatorDetail\" backend/schemas.py"}},{"type":"toolCall","id":"toolu_01Ee41h3nGVhaidKLNVVc9h2","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && rg -n \"Recently Added\\|recently-added\\|recentCards\\|recent\" frontend/src/pages/Home.tsx"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":176,"cacheRead":70796,"cacheWrite":381,"totalTokens":71354,"cost":{"input":0.000005,"output":0.0044,"cacheRead":0.035398,"cacheWrite":0.00238125,"total":0.04218425}},"stopReason":"toolUse","timestamp":1775189372129}}
{"type":"message","id":"8c1a0f8b","parentId":"772a0405","timestamp":"2026-04-03T04:09:36.037Z","message":{"role":"toolResult","toolCallId":"toolu_01He9cty4SA1Ru7xxQZWPu9N","toolName":"bash","content":[{"type":"text","text":"(no output)\n\nCommand exited with code 1"}],"details":{},"isError":true,"timestamp":1775189376037}}
{"type":"message","id":"9eb18a9f","parentId":"8c1a0f8b","timestamp":"2026-04-03T04:09:36.043Z","message":{"role":"toolResult","toolCallId":"toolu_01Ee41h3nGVhaidKLNVVc9h2","toolName":"bash","content":[{"type":"text","text":"(no output)\n\nCommand exited with code 1"}],"details":{},"isError":true,"timestamp":1775189376041}}
{"type":"message","id":"d1f77b02","parentId":"9eb18a9f","timestamp":"2026-04-03T04:09:40.929Z","message":{"role":"assistant","content":[{"type":"text","text":"Hmm, grep not finding anything. Let me just read the files directly."},{"type":"toolCall","id":"toolu_013gdSfCFbpux2fLVsVgxpgM","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && grep -n \"Creator\" backend/schemas.py"}},{"type":"toolCall","id":"toolu_01APB8seugeUGdy6t2K8qNFk","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && grep -n \"recent\\|Recent\\|card\\|Card\" frontend/src/pages/Home.tsx"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":172,"cacheRead":71177,"cacheWrite":259,"totalTokens":71609,"cost":{"input":0.000005,"output":0.0043,"cacheRead":0.035588499999999995,"cacheWrite":0.0016187500000000002,"total":0.04151225}},"stopReason":"toolUse","timestamp":1775189376042}}
{"type":"message","id":"d54c02d9","parentId":"d1f77b02","timestamp":"2026-04-03T04:09:40.946Z","message":{"role":"toolResult","toolCallId":"toolu_013gdSfCFbpux2fLVsVgxpgM","toolName":"bash","content":[{"type":"text","text":"25:# ── Creator ──────────────────────────────────────────────────────────────────\n27:class CreatorBase(BaseModel):\n33:class CreatorCreate(CreatorBase):\n36:class CreatorRead(CreatorBase):\n45:class CreatorDetail(CreatorRead):\n46:    \"\"\"Creator with nested video count.\"\"\"\n284:class CreatorInfo(BaseModel):\n306:    creator_info: CreatorInfo | None = None\n355:# ── Creator Browse ───────────────────────────────────────────────────────────\n357:class CreatorBrowseItem(CreatorRead):\n358:    \"\"\"Creator with technique and video counts for browse pages.\"\"\"\n"}],"isError":false,"timestamp":1775189380946}}
{"type":"message","id":"8a9c097d","parentId":"d54c02d9","timestamp":"2026-04-03T04:09:40.951Z","message":{"role":"toolResult","toolCallId":"toolu_01APB8seugeUGdy6t2K8qNFk","toolName":"bash","content":[{"type":"text","text":"5: * navigation cards for Topics and Creators, and a \"Recently Added\" section.\n24:  const [recent, setRecent] = useState<TechniqueListItem[]>([]);\n25:  const [recentLoading, setRecentLoading] = useState(true);\n61:  // Load recently added techniques\n66:        const res = await fetchTechniques({ sort: \"recent\", limit: 6 });\n67:        if (!cancelled) setRecent(res.items);\n71:        if (!cancelled) setRecentLoading(false);\n163:      {/* Navigation cards */}\n164:      <section className=\"nav-cards\">\n165:        <Link to=\"/topics\" className=\"nav-card card-stagger\" style={{ '--stagger-index': 0 } as React.CSSProperties}>\n166:          <h2 className=\"nav-card__title\"><IconTopics /> Topics</h2>\n167:          <p className=\"nav-card__desc\">\n171:        <Link to=\"/creators\" className=\"nav-card card-stagger\" style={{ '--stagger-index': 1 } as React.CSSProperties}>\n172:          <h2 className=\"nav-card__title\"><IconCreators /> Creators</h2>\n173:          <p className=\"nav-card__desc\">\n221:      {/* Recently Added */}\n222:      <section className=\"recent-section\">\n223:        <h2 className=\"recent-section__title\">Recently Added</h2>\n224:        {recentLoading ? (\n226:        ) : recent.length === 0 ? (\n229:          <div className=\"recent-list\">\n230:            {recent\n237:                className=\"recent-card card-stagger\"\n240:                <span className=\"recent-card__header\">\n241:                  <span className=\"recent-card__title\">{t.title}</span>\n243:                    <span className=\"recent-card__creator\">{t.creator_name}</span>\n246:                <span className=\"recent-card__meta\">\n254:                    <span className=\"recent-card__summary\">\n261:                    <span className=\"recent-card__moments\">\n"}],"isError":false,"timestamp":1775189380949}}
{"type":"message","id":"7e8f45d2","parentId":"8a9c097d","timestamp":"2026-04-03T04:09:47.092Z","message":{"role":"assistant","content":[{"type":"text","text":"Good. Let me see the schemas for creators and the recently-added card structure."},{"type":"toolCall","id":"toolu_014xEAobXBo4fykMG7z611MS","name":"read","arguments":{"limit":45,"offset":25,"path":"backend/schemas.py"}},{"type":"toolCall","id":"toolu_01KuzptFsfg8trXJQ3hhLCg8","name":"read","arguments":{"limit":20,"offset":355,"path":"backend/schemas.py"}},{"type":"toolCall","id":"toolu_01BgGdexHDZNLzYqnptBCCep","name":"read","arguments":{"limit":50,"offset":221,"path":"frontend/src/pages/Home.tsx"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":255,"cacheRead":71436,"cacheWrite":913,"totalTokens":72605,"cost":{"input":0.000005,"output":0.0063750000000000005,"cacheRead":0.035718,"cacheWrite":0.00570625,"total":0.04780425}},"stopReason":"toolUse","timestamp":1775189380950}}
{"type":"message","id":"c9cae6c0","parentId":"7e8f45d2","timestamp":"2026-04-03T04:09:47.095Z","message":{"role":"toolResult","toolCallId":"toolu_014xEAobXBo4fykMG7z611MS","toolName":"read","content":[{"type":"text","text":"# ── Creator ──────────────────────────────────────────────────────────────────\n\nclass CreatorBase(BaseModel):\n    name: str\n    slug: str\n    genres: list[str] | None = None\n    folder_name: str\n\nclass CreatorCreate(CreatorBase):\n    pass\n\nclass CreatorRead(CreatorBase):\n    model_config = ConfigDict(from_attributes=True)\n\n    id: uuid.UUID\n    view_count: int = 0\n    created_at: datetime\n    updated_at: datetime\n\n\nclass CreatorDetail(CreatorRead):\n    \"\"\"Creator with nested video count.\"\"\"\n    video_count: int = 0\n\n\n# ── SourceVideo ──────────────────────────────────────────────────────────────\n\nclass SourceVideoBase(BaseModel):\n    filename: str\n    file_path: str\n    duration_seconds: int | None = None\n    content_type: str\n    transcript_path: str | None = None\n\nclass SourceVideoCreate(SourceVideoBase):\n    creator_id: uuid.UUID\n\nclass SourceVideoRead(SourceVideoBase):\n    model_config = ConfigDict(from_attributes=True)\n\n    id: uuid.UUID\n    creator_id: uuid.UUID\n    content_hash: str | None = None\n    processing_status: str = \"not_started\"\n    created_at: datetime\n\n[407 more lines in file. Use offset=70 to continue.]"}],"isError":false,"timestamp":1775189387095}}
{"type":"message","id":"d8c80643","parentId":"c9cae6c0","timestamp":"2026-04-03T04:09:47.097Z","message":{"role":"toolResult","toolCallId":"toolu_01KuzptFsfg8trXJQ3hhLCg8","toolName":"read","content":[{"type":"text","text":"# ── Creator Browse ───────────────────────────────────────────────────────────\n\nclass CreatorBrowseItem(CreatorRead):\n    \"\"\"Creator with technique and video counts for browse pages.\"\"\"\n    technique_count: int = 0\n    video_count: int = 0\n\n\n# ── Content Reports ──────────────────────────────────────────────────────────\n\nclass ContentReportCreate(BaseModel):\n    \"\"\"Public submission: report a content issue.\"\"\"\n    content_type: str = Field(\n        ..., description=\"Entity type: technique_page, key_moment, creator, general\"\n    )\n    content_id: uuid.UUID | None = Field(\n        None, description=\"ID of the reported entity (null for general reports)\"\n    )\n    content_title: str | None = Field(\n        None, description=\"Title of the reported content (for display context)\"\n\n[102 more lines in file. Use offset=375 to continue.]"}],"isError":false,"timestamp":1775189387096}}
{"type":"message","id":"43332ada","parentId":"d8c80643","timestamp":"2026-04-03T04:09:47.099Z","message":{"role":"toolResult","toolCallId":"toolu_01BgGdexHDZNLzYqnptBCCep","toolName":"read","content":[{"type":"text","text":"      {/* Recently Added */}\n      <section className=\"recent-section\">\n        <h2 className=\"recent-section__title\">Recently Added</h2>\n        {recentLoading ? (\n          <div className=\"loading\">Loading…</div>\n        ) : recent.length === 0 ? (\n          <div className=\"empty-state\">No techniques yet.</div>\n        ) : (\n          <div className=\"recent-list\">\n            {recent\n              .filter((t) => t.id !== featured?.id)\n              .slice(0, 4)\n              .map((t, i) => (\n              <Link\n                key={t.id}\n                to={`/techniques/${t.slug}`}\n                className=\"recent-card card-stagger\"\n                style={{ '--stagger-index': i } as React.CSSProperties}\n              >\n                <span className=\"recent-card__header\">\n                  <span className=\"recent-card__title\">{t.title}</span>\n                  {t.creator_name && (\n                    <span className=\"recent-card__creator\">{t.creator_name}</span>\n                  )}\n                </span>\n                <span className=\"recent-card__meta\">\n                  <span className=\"badge badge--category\">\n                    {t.topic_category}\n                  </span>\n                  {t.topic_tags && t.topic_tags.length > 0 && (\n                    <TagList tags={t.topic_tags} pillClass=\"pill--tag\" />\n                  )}\n                  {t.summary && (\n                    <span className=\"recent-card__summary\">\n                      {t.summary.length > 150\n                        ? `${t.summary.slice(0, 150)}…`\n                        : t.summary}\n                    </span>\n                  )}\n                  {t.key_moment_count > 0 && (\n                    <span className=\"recent-card__moments\">\n                      {t.key_moment_count} moment{t.key_moment_count !== 1 ? 's' : ''}\n                    </span>\n                  )}\n                </span>\n              </Link>\n            ))}\n          </div>\n        )}\n      </section>\n\n[4 more lines in file. Use offset=271 to continue.]"}],"isError":false,"timestamp":1775189387096}}
{"type":"message","id":"3abb6ead","parentId":"43332ada","timestamp":"2026-04-03T04:09:52.260Z","message":{"role":"assistant","content":[{"type":"text","text":"Now let me check the `TechniqueListItem` schema to see what fields are already available, and the frontend CreatorsBrowse page."},{"type":"toolCall","id":"toolu_01PkkCipgPp6UKDnqfDS8tW7","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && grep -n \"TechniqueListItem\\|class Technique\" backend/schemas.py | head -20"}},{"type":"toolCall","id":"toolu_01F8hC9wvTzWQ3foJzJhxxrP","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && grep -n \"created_at\\|updated_at\" backend/schemas.py | head -20"}},{"type":"toolCall","id":"toolu_01XX8bE7f85kSFrcrGwH7nuS","name":"read","arguments":{"path":"frontend/src/pages/CreatorsBrowse.tsx"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":245,"cacheRead":72349,"cacheWrite":1456,"totalTokens":74051,"cost":{"input":0.000005,"output":0.006125,"cacheRead":0.0361745,"cacheWrite":0.0091,"total":0.05140449999999999}},"stopReason":"toolUse","timestamp":1775189387097}}
{"type":"message","id":"1af5d2b6","parentId":"3abb6ead","timestamp":"2026-04-03T04:09:52.284Z","message":{"role":"toolResult","toolCallId":"toolu_01PkkCipgPp6UKDnqfDS8tW7","toolName":"bash","content":[{"type":"text","text":"119:class TechniquePageBase(BaseModel):\n130:class TechniquePageCreate(TechniquePageBase):\n134:class TechniquePageRead(TechniquePageBase):\n303:class TechniquePageDetail(TechniquePageRead):\n314:class TechniquePageVersionSummary(BaseModel):\n323:class TechniquePageVersionDetail(BaseModel):\n333:class TechniquePageVersionListResponse(BaseModel):\n"}],"isError":false,"timestamp":1775189392283}}
{"type":"message","id":"8b81cd98","parentId":"1af5d2b6","timestamp":"2026-04-03T04:09:52.287Z","message":{"role":"toolResult","toolCallId":"toolu_01F8hC9wvTzWQ3foJzJhxxrP","toolName":"bash","content":[{"type":"text","text":"41:    created_at: datetime\n42:    updated_at: datetime\n69:    created_at: datetime\n70:    updated_at: datetime\n113:    created_at: datetime\n114:    updated_at: datetime\n144:    created_at: datetime\n145:    updated_at: datetime\n319:    created_at: datetime\n330:    created_at: datetime\n401:    created_at: datetime\n466:    created_at: datetime\n467:    updated_at: datetime\n"}],"isError":false,"timestamp":1775189392287}}
{"type":"message","id":"819a0c84","parentId":"8b81cd98","timestamp":"2026-04-03T04:09:52.292Z","message":{"role":"toolResult","toolCallId":"toolu_01XX8bE7f85kSFrcrGwH7nuS","toolName":"read","content":[{"type":"text","text":"/**\n * Creators browse page (R007, R014).\n *\n * - Default sort: random (creator equity — no featured/highlighted creators)\n * - Genre filter pills from canonical taxonomy\n * - Type-to-narrow client-side name filter\n * - Sort toggle: Random | Alphabetical | Views\n * - Click row → /creators/{slug}\n */\n\nimport { useEffect, useState } from \"react\";\nimport { Link } from \"react-router-dom\";\nimport {\n  fetchCreators,\n  type CreatorBrowseItem,\n} from \"../api/public-client\";\nimport CreatorAvatar from \"../components/CreatorAvatar\";\nimport { useDocumentTitle } from \"../hooks/useDocumentTitle\";\n\nconst GENRES = [\n  \"Bass music\",\n  \"Drum & bass\",\n  \"Dubstep\",\n  \"Halftime\",\n  \"House\",\n  \"Techno\",\n  \"IDM\",\n  \"Glitch\",\n  \"Downtempo\",\n  \"Neuro\",\n  \"Ambient\",\n  \"Experimental\",\n  \"Cinematic\",\n];\n\ntype SortMode = \"random\" | \"alpha\" | \"views\";\n\nconst SORT_OPTIONS: { value: SortMode; label: string }[] = [\n  { value: \"random\", label: \"Random\" },\n  { value: \"alpha\", label: \"A–Z\" },\n  { value: \"views\", label: \"Views\" },\n];\n\nexport default function CreatorsBrowse() {\n  useDocumentTitle(\"Creators — Chrysopedia\");\n  const [creators, setCreators] = useState<CreatorBrowseItem[]>([]);\n  const [loading, setLoading] = useState(true);\n  const [error, setError] = useState<string | null>(null);\n  const [sort, setSort] = useState<SortMode>(\"random\");\n  const [genreFilter, setGenreFilter] = useState<string | null>(null);\n  const [nameFilter, setNameFilter] = useState(\"\");\n\n  useEffect(() => {\n    let cancelled = false;\n    setLoading(true);\n    setError(null);\n\n    void (async () => {\n      try {\n        const res = await fetchCreators({\n          sort,\n          genre: genreFilter ?? undefined,\n          limit: 100,\n        });\n        if (!cancelled) setCreators(res.items);\n      } catch (err) {\n        if (!cancelled) {\n          setError(\n            err instanceof Error ? err.message : \"Failed to load creators\",\n          );\n        }\n      } finally {\n        if (!cancelled) setLoading(false);\n      }\n    })();\n\n    return () => {\n      cancelled = true;\n    };\n  }, [sort, genreFilter]);\n\n  // Client-side name filtering\n  const displayed = nameFilter\n    ? creators.filter((c) =>\n        c.name.toLowerCase().includes(nameFilter.toLowerCase()),\n      )\n    : creators;\n\n  return (\n    <div className=\"creators-browse\">\n      <h1 className=\"creators-browse__title\">Creators</h1>\n      <p className=\"creators-browse__subtitle\">\n        Discover creators and their technique libraries\n      </p>\n\n      {/* Controls row */}\n      <div className=\"creators-controls\">\n        {/* Sort toggle */}\n        <div className=\"sort-toggle\" role=\"group\" aria-label=\"Sort creators\">\n          {SORT_OPTIONS.map((opt) => (\n            <button\n              key={opt.value}\n              className={`sort-toggle__btn${sort === opt.value ? \" sort-toggle__btn--active\" : \"\"}`}\n              onClick={() => setSort(opt.value)}\n              aria-pressed={sort === opt.value}\n            >\n              {opt.label}\n            </button>\n          ))}\n        </div>\n\n        {/* Name filter */}\n        <input\n          type=\"search\"\n          className=\"creators-filter-input\"\n          placeholder=\"Filter by name…\"\n          value={nameFilter}\n          onChange={(e) => setNameFilter(e.target.value)}\n          aria-label=\"Filter creators by name\"\n        />\n      </div>\n\n      {/* Genre pills */}\n      <div className=\"genre-pills\" role=\"group\" aria-label=\"Filter by genre\">\n        <button\n          className={`genre-pill${genreFilter === null ? \" genre-pill--active\" : \"\"}`}\n          onClick={() => setGenreFilter(null)}\n        >\n          All\n        </button>\n        {GENRES.map((g) => (\n          <button\n            key={g}\n            className={`genre-pill${genreFilter === g ? \" genre-pill--active\" : \"\"}`}\n            onClick={() => setGenreFilter(genreFilter === g ? null : g)}\n          >\n            {g}\n          </button>\n        ))}\n      </div>\n\n      {/* Content */}\n      {loading ? (\n        <div className=\"loading\">Loading creators…</div>\n      ) : error ? (\n        <div className=\"loading error-text\">Error: {error}</div>\n      ) : displayed.length === 0 ? (\n        <div className=\"empty-state\">\n          {nameFilter\n            ? `No creators matching \"${nameFilter}\"`\n            : \"No creators found.\"}\n        </div>\n      ) : (\n        <div className=\"creators-list\">\n          {displayed.map((creator) => (\n            <Link\n              key={creator.id}\n              to={`/creators/${creator.slug}`}\n              className=\"creator-row\"\n            >\n              <span className=\"creator-row__name\"><CreatorAvatar creatorId={creator.id} name={creator.name} size={28} /> {creator.name}</span>\n              <span className=\"creator-row__genres\">\n                {creator.genres?.map((g) => (\n                  <span key={g} className=\"pill\">\n                    {g}\n                  </span>\n                ))}\n              </span>\n              <span className=\"creator-row__stats\">\n                <span className=\"creator-row__stat\">\n                  {creator.technique_count} technique{creator.technique_count !== 1 ? \"s\" : \"\"}\n                </span>\n                <span className=\"creator-row__separator\">·</span>\n                <span className=\"creator-row__stat\">\n                  {creator.video_count} video{creator.video_count !== 1 ? \"s\" : \"\"}\n                </span>\n                <span className=\"creator-row__separator\">·</span>\n                <span className=\"creator-row__stat\">\n                  {creator.view_count.toLocaleString()} views\n                </span>\n              </span>\n            </Link>\n          ))}\n        </div>\n      )}\n    </div>\n  );\n}\n"}],"isError":false,"timestamp":1775189392289}}
{"type":"message","id":"af0e3eb7","parentId":"819a0c84","timestamp":"2026-04-03T04:09:56.462Z","message":{"role":"assistant","content":[{"type":"text","text":"Now check the frontend API client to see the CreatorBrowseItem type and TechniqueListItem."},{"type":"toolCall","id":"toolu_01DSiDhc9Lp9Qi7Ud634SLFQ","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && grep -n \"CreatorBrowseItem\\|TechniqueListItem\\|created_at\\|updated_at\" frontend/src/api/public-client.ts | head -30"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":137,"cacheRead":73805,"cacheWrite":2215,"totalTokens":76158,"cost":{"input":0.000005,"output":0.003425,"cacheRead":0.0369025,"cacheWrite":0.01384375,"total":0.05417625}},"stopReason":"toolUse","timestamp":1775189392290}}
{"type":"message","id":"8079865a","parentId":"af0e3eb7","timestamp":"2026-04-03T04:09:56.483Z","message":{"role":"toolResult","toolCallId":"toolu_01DSiDhc9Lp9Qi7Ud634SLFQ","toolName":"bash","content":[{"type":"text","text":"4: * Mirrors backend schemas: SearchResponse, TechniquePageDetail, TopicCategory, CreatorBrowseItem.\n93:  created_at: string;\n94:  updated_at: string;\n104:  created_at: string;\n117:  created_at: string;\n120:export interface TechniqueListItem {\n133:  created_at: string;\n134:  updated_at: string;\n138:  items: TechniqueListItem[];\n156:export interface CreatorBrowseItem {\n163:  created_at: string;\n164:  updated_at: string;\n170:  items: CreatorBrowseItem[];\n183:  created_at: string;\n184:  updated_at: string;\n380:  created_at: string;\n435:  created_at: string | null;\n436:  updated_at: string | null;\n474:  created_at: string | null;\n531:  created_at: string | null;\n757:  created_at: string;\n758:  updated_at: string;\n"}],"isError":false,"timestamp":1775189396481}}
{"type":"message","id":"1f0a9c73","parentId":"8079865a","timestamp":"2026-04-03T04:10:00.442Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"toolu_01VVo5LYo4kBNXCh1dw4BGnj","name":"read","arguments":{"limit":25,"offset":120,"path":"frontend/src/api/public-client.ts"}},{"type":"toolCall","id":"toolu_01KGnCCvnCGAeBps3eL5Kh1W","name":"read","arguments":{"limit":25,"offset":156,"path":"frontend/src/api/public-client.ts"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":173,"cacheRead":73805,"cacheWrite":2622,"totalTokens":76601,"cost":{"input":0.000005,"output":0.004325,"cacheRead":0.0369025,"cacheWrite":0.0163875,"total":0.05762}},"stopReason":"toolUse","timestamp":1775189396482}}
{"type":"message","id":"3dc7f85e","parentId":"1f0a9c73","timestamp":"2026-04-03T04:10:00.445Z","message":{"role":"toolResult","toolCallId":"toolu_01VVo5LYo4kBNXCh1dw4BGnj","toolName":"read","content":[{"type":"text","text":"export interface TechniqueListItem {\n  id: string;\n  title: string;\n  slug: string;\n  topic_category: string;\n  topic_tags: string[] | null;\n  summary: string | null;\n  creator_id: string;\n  creator_name: string;\n  creator_slug: string;\n  source_quality: string | null;\n  view_count: number;\n  key_moment_count: number;\n  created_at: string;\n  updated_at: string;\n}\n\nexport interface TechniqueListResponse {\n  items: TechniqueListItem[];\n  total: number;\n  offset: number;\n  limit: number;\n}\n\nexport interface TopicSubTopic {\n\n[644 more lines in file. Use offset=145 to continue.]"}],"isError":false,"timestamp":1775189400444}}
{"type":"message","id":"207c656f","parentId":"3dc7f85e","timestamp":"2026-04-03T04:10:00.447Z","message":{"role":"toolResult","toolCallId":"toolu_01KGnCCvnCGAeBps3eL5Kh1W","toolName":"read","content":[{"type":"text","text":"export interface CreatorBrowseItem {\n  id: string;\n  name: string;\n  slug: string;\n  genres: string[] | null;\n  folder_name: string;\n  view_count: number;\n  created_at: string;\n  updated_at: string;\n  technique_count: number;\n  video_count: number;\n}\n\nexport interface CreatorBrowseResponse {\n  items: CreatorBrowseItem[];\n  total: number;\n  offset: number;\n  limit: number;\n}\n\nexport interface CreatorDetailResponse {\n  id: string;\n  name: string;\n  slug: string;\n  genres: string[] | null;\n\n[608 more lines in file. Use offset=181 to continue.]"}],"isError":false,"timestamp":1775189400444}}
{"type":"message","id":"56897df1","parentId":"207c656f","timestamp":"2026-04-03T04:10:31.874Z","message":{"role":"assistant","content":[{"type":"text","text":"All the pieces are clear. Here's the full picture:\n\n**Backend:** `CreatorBrowseItem` needs a new `last_technique_at` field — a correlated subquery for `MAX(TechniquePage.created_at)`. The `list_creators` endpoint already has correlated subqueries for technique_count and video_count, so this follows the exact same pattern.\n\n**Frontend Creators:** `CreatorsBrowse.tsx` renders each creator row with stats. Add `last_technique_at` display after the stats. The `CreatorBrowseItem` TS interface needs the new field.\n\n**Frontend Homepage:** `Home.tsx` recently-added cards already have `created_at` from `TechniqueListItem`. Just render it as a subtle date tag — pure frontend addition.\n\nNo new endpoints, no migrations, no new dependencies. Let me save the research."},{"type":"toolCall","id":"toolu_01HoMC591oTZJCf8QshZP8EU","name":"gsd_summary_save","arguments":{"artifact_type":"RESEARCH","content":"# S02 Research — Creator Freshness + Homepage Card Dates\n\n## Summary\n\nStraightforward slice. Two independent changes using established patterns — no new endpoints, no migrations, no new dependencies.\n\n**Requirements targeted:** R033 (Creator Last Updated Date)\n\n## Recommendation\n\nWire `last_technique_at` through existing creator list endpoint (backend + frontend), and render `created_at` on homepage recently-added cards (frontend only). Two tasks, fully independent.\n\n## Implementation Landscape\n\n### 1. Creator \"Last Updated\" on Creators Browse Page\n\n**Backend change — `backend/routers/creators.py`:**\n- The `list_creators` endpoint already uses correlated subqueries for `technique_count` and `video_count`. Add a third:\n  ```python\n  last_technique_sq = (\n      select(func.max(TechniquePage.created_at))\n      .where(TechniquePage.creator_id == Creator.id)\n      .correlate(Creator)\n      .scalar_subquery()\n  )\n  ```\n- Add it to the `select()` call and read it from the result row.\n- The field should be `datetime | None` (null if creator has 0 technique pages).\n\n**Backend schema — `backend/schemas.py`:**\n- Add `last_technique_at: datetime | None = None` to `CreatorBrowseItem` (line ~358).\n\n**Frontend type — `frontend/src/api/public-client.ts`:**\n- Add `last_technique_at: string | null` to the `CreatorBrowseItem` interface (line ~156).\n\n**Frontend display — `frontend/src/pages/CreatorsBrowse.tsx`:**\n- In the `creator-row__stats` span (around line 152), add a \"Last updated: Mon D\" display after the existing stats when `last_technique_at` is non-null.\n- Format with `new Date(creator.last_technique_at).toLocaleDateString('en-US', { month: 'short', day: 'numeric' })`.\n- Use muted styling consistent with other secondary text.\n\n### 2. Date on Homepage Recently-Added Cards\n\n**No backend change needed.** `TechniqueListItem` already includes `created_at` (confirmed in schema and TS interface).\n\n**Frontend display — `frontend/src/pages/Home.tsx`:**\n- Inside the `.recent-card` Link (around line 237), render `t.created_at` as a small date badge.\n- Position: after the creator name in `.recent-card__header`, or as a subtle tag in `.recent-card__meta`.\n- Same date formatting as creators page.\n\n**Frontend styling — `frontend/src/App.css`:**\n- Add minimal CSS for the date elements (muted color, small font-size, consistent with existing secondary text patterns).\n\n### File Inventory\n\n| File | Change |\n|------|--------|\n| `backend/routers/creators.py` | Add `last_technique_sq` subquery, include in select + row reading |\n| `backend/schemas.py` | Add `last_technique_at` field to `CreatorBrowseItem` |\n| `frontend/src/api/public-client.ts` | Add `last_technique_at` to TS interface |\n| `frontend/src/pages/CreatorsBrowse.tsx` | Render last updated date in creator row |\n| `frontend/src/pages/Home.tsx` | Render created_at on recently-added cards |\n| `frontend/src/App.css` | Minimal date styling |\n\n### Natural Task Seams\n\n**Task 1: Backend — Add `last_technique_at` to creators endpoint**\n- Files: `backend/routers/creators.py`, `backend/schemas.py`\n- Verify: `curl http://ub01:8096/api/v1/creators | python3 -m json.tool | grep last_technique_at`\n\n**Task 2: Frontend — Creator dates + homepage card dates**\n- Files: `frontend/src/api/public-client.ts`, `frontend/src/pages/CreatorsBrowse.tsx`, `frontend/src/pages/Home.tsx`, `frontend/src/App.css`\n- Verify: Visual check at http://ub01:8096/creators and http://ub01:8096\n- Depends on Task 1 (needs the API field to exist)\n\n### Constraints\n\n- Date formatting should use short month format (\"Apr 3\") not full dates — keeps the UI compact.\n- `last_technique_at` will be null for creators with 0 techniques — frontend must handle this gracefully (hide or show \"No articles yet\").\n- The correlated subquery adds negligible cost — creator count is <100 and `technique_pages.creator_id` is already indexed via FK.\n","milestone_id":"M015","slice_id":"S02"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":1446,"cacheRead":76020,"cacheWrite":1009,"totalTokens":78476,"cost":{"input":0.000005,"output":0.03615,"cacheRead":0.038009999999999995,"cacheWrite":0.00630625,"total":0.08047125}},"stopReason":"toolUse","timestamp":1775189400445}}
{"type":"message","id":"22444ca0","parentId":"56897df1","timestamp":"2026-04-03T04:10:31.881Z","message":{"role":"toolResult","toolCallId":"toolu_01HoMC591oTZJCf8QshZP8EU","toolName":"gsd_summary_save","content":[{"type":"text","text":"Saved RESEARCH artifact to milestones/M015/slices/S02/S02-RESEARCH.md"}],"details":{"operation":"save_summary","path":"milestones/M015/slices/S02/S02-RESEARCH.md","artifact_type":"RESEARCH"},"isError":false,"timestamp":1775189431878}}
{"type":"message","id":"732f6147","parentId":"22444ca0","timestamp":"2026-04-03T04:10:35.072Z","message":{"role":"assistant","content":[{"type":"text","text":"Slice S02 researched."}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":11,"cacheRead":77029,"cacheWrite":1484,"totalTokens":78525,"cost":{"input":0.000005,"output":0.000275,"cacheRead":0.0385145,"cacheWrite":0.009275,"total":0.0480695}},"stopReason":"stop","timestamp":1775189431879}}
