{"type":"thinking_level_change","id":"c4cbc132","parentId":null,"timestamp":"2026-03-30T11:35:23.025Z","thinkingLevel":"off"}
{"type":"model_change","id":"075f40cf","parentId":"c4cbc132","timestamp":"2026-03-30T11:35:23.027Z","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 S05 (\"Topics Page Redesign + Music Theory Category\") — Milestone M006\n\n## Inlined Context (preloaded — do not re-read these files)\n\n### Milestone Roadmap\nSource: `.gsd/milestones/M006/M006-ROADMAP.md`\n\n# M006: \n\n## Vision\nConsolidate admin navigation into a dropdown, add head/tail log viewing and commit SHA tracking to the pipeline, clean up technique page tag styling and sidebar order, redesign the Topics browse page with a Music Theory category, and add app version footer.\n\n## Slice Overview\n| ID | Slice | Risk | Depends | Done | After this |\n|----|-------|------|---------|------|------------|\n| S01 | Admin Navigation Dropdown + Header Cleanup | low | — | ✅ | Header shows Home, Topics, Creators, and an Admin dropdown. Clicking Admin reveals Review, Reports, Pipeline links. ModeToggle removed from header. |\n| S02 | Pipeline Page: Head/Tail Log View + Token Count | low | — | ✅ | Pipeline event log shows Head/Tail toggle buttons. Head shows first N events, Tail shows last N events. Token counts visible per event and per video. |\n| S03 | Git Commit SHA in Pipeline Version Metadata | low | — | ✅ | Running the pipeline captures the current git commit SHA. Viewing a technique page version shows the commit hash in the metadata panel. |\n| S04 | Technique Page: Sidebar Reorder, Creator Emphasis, Tag Polish | medium | — | ✅ | Technique page sidebar shows Plugins Referenced at top. Creator name is visually prominent. Tags use a coherent color system. |\n| S05 | Topics Page Redesign + Music Theory Category | high | — | ⬜ | Topics page shows 7 categories (including Music Theory) with an improved visual layout — category cards with descriptions, sub-topic counts, better structure. |\n| S06 | App Footer with Version Info | low | — | ⬜ | Every page shows a subtle footer with app version, build date, and optional repo link. |\n\n---\n\n### Decisions\nSource: `.gsd/DECISIONS.md`\n\n# Decisions Register\n\n<!-- Append-only. Never edit or remove existing rows.\n     To reverse a decision, add a new row that supersedes it.\n     Read this file at the start of any planning or research phase. -->\n\n| # | When | Scope | Decision | Choice | Rationale | Revisable? | Made By |\n|---|------|-------|----------|--------|-----------|------------|---------|\n| D001 |  | architecture | Storage layer selection | PostgreSQL for structured data, Qdrant (existing instance at 10.0.0.10) for vector embeddings, local filesystem for transcript JSON files | Spec specifies PostgreSQL for JSONB support and Qdrant already running on hypervisor. File store on local filesystem organized by creator slug. Qdrant gets a dedicated collection, not a new instance. | Yes | collaborative |\n| D002 |  | architecture | Timestamp handling for asyncpg with TIMESTAMP WITHOUT TIME ZONE columns | Use datetime.now(timezone.utc).replace(tzinfo=None) in _now() helper | asyncpg rejects timezone-aware datetimes for TIMESTAMP WITHOUT TIME ZONE columns. Stripping tzinfo at the application layer preserves UTC semantics while staying compatible with the existing schema. | Yes | agent |\n| D003 |  | requirement | R002 Transcript Ingestion API status | validated | 6 passing integration tests prove the full POST /api/v1/ingest flow: creator auto-detection, SourceVideo upsert, TranscriptSegment bulk insert, raw JSON persistence, idempotent re-upload, and invalid input rejection. | Yes | agent |\n| D004 |  | architecture | Sync vs async approach for Celery worker pipeline tasks | Use sync openai.OpenAI, sync QdrantClient, and sync SQLAlchemy (create_engine with psycopg2) inside Celery tasks. Convert DATABASE_URL from postgresql+asyncpg:// to postgresql:// for the sync engine. | Celery workers run in a synchronous context. Using asyncio.run() inside tasks risks nested event loop errors with gevent/eventlet workers. Using sync clients throughout eliminates this class of bug entirely. The async engine/session from database.py is only used by FastAPI (ASGI); the worker gets its own sync engine. | Yes | agent |\n| D005 |  | architecture | Embedding/Qdrant failure handling strategy in pipeline | Embedding/Qdrant failures (stage 6) log errors but do not fail the pipeline. Processing_status is set by stages 2-5 only. Embeddings can be regenerated by manual re-trigger. | Qdrant is at 10.0.0.10 on the hypervisor network and may not be reachable during all pipeline runs. Making embedding a non-blocking side-effect ensures core pipeline output (KeyMoments, TechniquePages in PostgreSQL) is never lost due to vector store issues. The manual re-trigger endpoint allows regenerating embeddings at any time. | Yes | agent |\n| D006 |  | requirement | R013 Prompt Template System status | validated | 4 prompt template files in prompts/ directory loaded from configurable settings.prompts_path. Templates use XML-style content fencing. Pipeline stages read templates from disk at runtime, enabling edits without code changes. Manual re-trigger endpoint (POST /api/v1/pipeline/trigger/{video_id}) allows re-processing after prompt edits. | Yes | agent |\n| D007 | M001/S04 | architecture | Runtime review mode toggle persistence mechanism | Store review mode toggle in Redis key `chrysopedia:review_mode` with async redis client. Fall back to `settings.review_mode` config default when key is absent. | The config.py `review_mode` setting is loaded via lru_cache from environment variables and cannot be mutated at runtime. Redis is already used by the project (Celery broker, stage 4 classification data) so it adds no new infrastructure. A system_settings DB table would work but Redis is simpler for a single boolean toggle on a single-admin tool. The pipeline's stages.py reads settings.review_mode from config — the admin toggle only affects new pipeline runs if stages.py is updated to check Redis too, but that's deferred since the toggle is primarily a UI-level concept for the review queue. | Yes | agent |\n| D008 | M001/S04 | requirement | R004 Review Queue UI status | validated | All R004 capabilities delivered and verified: 9 API endpoints (approve, reject, edit, split, merge, queue list, stats, mode get/set) with 24 passing integration tests covering happy paths and error boundaries. React+TypeScript frontend with queue page (filter tabs, stats, pagination), moment detail page (all review actions with modals), and review-vs-auto mode toggle. Frontend builds with zero TypeScript errors. | Yes | agent |\n| D009 | M001/S05 | architecture | Async search service pattern for FastAPI request path | Create a separate `SearchService` class using `openai.AsyncOpenAI` and `qdrant_client.AsyncQdrantClient` for the search endpoint. Keep existing sync `EmbeddingClient` and `QdrantManager` for Celery pipeline. Search endpoint has 300ms timeout on embedding API and falls back to SQL ILIKE keyword search on Qdrant/embedding failure. | The existing EmbeddingClient and QdrantManager are sync (using `openai.OpenAI` and `QdrantClient`) because Celery tasks run synchronously. FastAPI request handlers are async — reusing sync clients would block the event loop. Creating a thin async wrapper avoids modifying the battle-tested pipeline code while providing non-blocking search. The 300ms timeout and keyword fallback ensure the search endpoint always returns results, even when Qdrant or the embedding service is degraded. | Yes | agent |\n| D010 | M001/S05 | requirement | R005 Search-First Web UI status | validated | Search endpoint (GET /api/v1/search) with async embedding + Qdrant + keyword fallback implemented and tested. Frontend Home.tsx has prominent search bar with 300ms debounced typeahead, scope toggle via URL params, nav cards for Topics/Creators, Recently Added section. SearchResults.tsx displays grouped results. 5 integration tests verify search happy path, empty query, keyword fallback, scope filter, and no-results. Frontend production build succeeds with zero TypeScript errors. | Yes | agent |\n| D011 | M001/S05 | requirement | R006 Technique Page Display status | validated | TechniquePage.tsx renders all specified sections: header with topic_category badge and topic_tags pills, creator name linked to creator detail, source_quality indicator, amber banner for unstructured content, body_sections JSONB prose (handles both string and object values), key moments index ordered by start_time, signal chains, plugins pill list, and related techniques links. Backend GET /api/v1/techniques/{slug} returns full detail with eager-loaded key_moments and related links. 404 for unknown slug tested. | Yes | agent |\n| D012 | M001/S05 | requirement | R007 Creators Browse Page status | validated | CreatorsBrowse.tsx implements genre filter pills, type-to-narrow name filter, sort toggle (Random default/A-Z/Views). Each creator row shows name, genre tags, technique_count, video_count. Links to CreatorDetail page. Backend GET /api/v1/creators supports sort=random\\|alpha\\|views and genre filter. Integration tests verify random sort, alpha sort, genre filter, detail endpoint, 404, and counts. | Yes | agent |\n| D013 | M001/S05 | requirement | R008 Topics Browse Page status | validated | TopicsBrowse.tsx renders two-level topic hierarchy (6 categories from canonical_tags.yaml with expandable sub-topics showing technique_count and creator_count). Filter input narrows categories/sub-topics. Clicking sub-topic navigates to search with scope=topics. Backend GET /api/v1/topics aggregates counts from DB per sub-topic. Integration test verifies topic hierarchy response shape. | Yes | agent |\n| D014 | M001/S05 | requirement | R014 Creator Equity status | validated | CreatorsBrowse.tsx defaults to sort=random. Backend uses func.random() ORDER BY for randomized sort. Integration test verifies random sort returns all creators (order may vary). All creators get equal visual weight in the UI — no featured/highlighted treatment. Equal-weight row layout confirmed in CSS. | Yes | agent |\n| D015 | M002/S01 | architecture | Docker network subnet for Chrysopedia on ub01 | 172.32.0.0/24 — free on ub01, replaces 172.24.0.0/24 which is used by xpltd_docs_default | 172.24.0.0/24 was already allocated to xpltd_docs_default network on ub01. Scanned all existing subnets and 172.32.0.0/24 was the first unoccupied /24 in the 172.x range. | Yes | agent |\n| D016 | M002/S01 | architecture | Embedding service for the pipeline and search — OpenWebUI doesn't serve /v1/embeddings | Add Ollama container (ollama/ollama:latest) to the compose stack running nomic-embed-text on CPU | The FYN OpenWebUI instance at chat.forgetyour.name returns 404/500 on /v1/embeddings. No Ollama instance exists on the network. Ollama provides the standard OpenAI-compatible /v1/embeddings endpoint that both EmbeddingClient and SearchService expect. | Yes | agent |\n| D017 |  | frontend | CSS theming approach for dark mode | 77 semantic CSS custom properties in :root block, all hardcoded colors replaced with var(--*) references | A complete variable-based palette enables theme switching, ensures consistency, and makes future color changes single-point edits. 77 tokens (vs ~30 initially planned) were needed to cover all semantic contexts — badges, buttons, surfaces, text, accents, shadows, and status states. Cyan (#22d3ee) replaces indigo as the accent color throughout. | Yes | agent |\n| D018 | M004/S04 | architecture | Version snapshot failure handling strategy in stage 5 | Best-effort versioning — snapshot INSERT failure logs ERROR but does not block page update (existing content overwrites proceed regardless) | Versioning is a diagnostic/benchmarking feature. Losing a version snapshot is far less damaging than failing the entire page synthesis. Follows the same non-blocking side-effect pattern established in D005 for embedding/Qdrant failures. | Yes | agent |\n| D019 | M005/S02 | frontend-layout | Technique page layout structure | CSS grid 2-column layout: 1fr main + 22rem sticky sidebar, collapsing to single column at 768px. Page max-width widened from 48rem to 64rem. | 22rem sidebar provides enough room for moment cards and plugin lists without cramming. 64rem total width accommodates both columns comfortably on standard desktop displays. Sticky sidebar keeps navigation aids visible while scrolling prose. 768px breakpoint aligns with existing mobile styles in the codebase. | Yes | agent |\n\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 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: M006`, `slice_id: S05`, `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/M006/slices/S05/`. Do NOT mkdir.\n\n**You MUST call `gsd_summary_save` with the research content before finishing.**\n\nWhen done, say: \"Slice S05 researched.\"","display":false,"id":"b2645a19","parentId":"075f40cf","timestamp":"2026-03-30T11:35:23.031Z"}
{"type":"message","id":"d538e507","parentId":"b2645a19","timestamp":"2026-03-30T11:35:29.158Z","message":{"role":"assistant","content":[{"type":"text","text":"\n\nI'll research the Topics Page Redesign + Music Theory Category slice. Let me start by understanding what exists and what needs to change."},{"type":"toolCall","id":"toolu_01MeQvgxyBEjofTLVeLmMqV8","name":"bash","arguments":{"command":"find /home/aux/projects/content-to-kb-automator/frontend/src -type f -name \"*.tsx\" -o -name \"*.ts\" | grep -i topic | head -20"}},{"type":"toolCall","id":"toolu_01CQowUCeywY1h6ZWLHCCFYH","name":"bash","arguments":{"command":"find /home/aux/projects/content-to-kb-automator/backend -type f -name \"*.py\" | xargs grep -l -i \"topic\" 2>/dev/null | head -20"}},{"type":"toolCall","id":"toolu_01KtSrNgXpfUdQSJpP8Wktxy","name":"bash","arguments":{"command":"find /home/aux/projects/content-to-kb-automator -name \"canonical_tags*\" -type f 2>/dev/null"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":3,"output":276,"cacheRead":57564,"cacheWrite":6324,"totalTokens":64167,"cost":{"input":0.000015000000000000002,"output":0.006900000000000001,"cacheRead":0.028782,"cacheWrite":0.039525000000000005,"total":0.07522200000000001}},"stopReason":"toolUse","timestamp":1774870523028}}
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{"type":"message","id":"77d1809b","parentId":"281d99fe","timestamp":"2026-03-30T11:35:34.206Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"toolu_0125YBWkhnamtuPshFMZtP9A","name":"read","arguments":{"path":"frontend/src/pages/TopicsBrowse.tsx"}},{"type":"toolCall","id":"toolu_01VUwbzHsZxuR4BK2NWf3WWj","name":"bash","arguments":{"command":"find /home/aux/projects/content-to-kb-automator -name \"canonical_tags*\" -o -name \"tags.yaml\" -o -name \"tags.yml\" 2>/dev/null; find /home/aux/projects/content-to-kb-automator/backend -name \"*.yaml\" -o -name \"*.yml\" 2>/dev/null | head -20"}},{"type":"toolCall","id":"toolu_01XGo2WbrmXwtBgFdJox5AiU","name":"bash","arguments":{"command":"grep -r \"canonical_tags\\|topic.*categor\\|categories\" /home/aux/projects/content-to-kb-automator/backend --include=\"*.py\" -l 2>/dev/null | head -20"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":274,"cacheRead":63888,"cacheWrite":418,"totalTokens":64581,"cost":{"input":0.000005,"output":0.00685,"cacheRead":0.031944,"cacheWrite":0.0026125000000000002,"total":0.041411500000000004}},"stopReason":"toolUse","timestamp":1774870529187}}
{"type":"message","id":"3b0ac282","parentId":"77d1809b","timestamp":"2026-03-30T11:35:34.218Z","message":{"role":"toolResult","toolCallId":"toolu_0125YBWkhnamtuPshFMZtP9A","toolName":"read","content":[{"type":"text","text":"/**\n * Topics browse page (R008).\n *\n * Two-level hierarchy: 6 top-level categories with expandable/collapsible\n * sub-topics. Each sub-topic shows technique_count and creator_count.\n * Filter input narrows categories and sub-topics.\n * Click sub-topic → search results filtered to that topic.\n */\n\nimport { useEffect, useState } from \"react\";\nimport { Link } from \"react-router-dom\";\nimport { fetchTopics, type TopicCategory } from \"../api/public-client\";\n\nexport default function TopicsBrowse() {\n  const [categories, setCategories] = useState<TopicCategory[]>([]);\n  const [loading, setLoading] = useState(true);\n  const [error, setError] = useState<string | null>(null);\n  const [expanded, setExpanded] = useState<Set<string>>(new Set());\n  const [filter, setFilter] = useState(\"\");\n\n  useEffect(() => {\n    let cancelled = false;\n    setLoading(true);\n    setError(null);\n\n    void (async () => {\n      try {\n        const data = await fetchTopics();\n        if (!cancelled) {\n          setCategories(data);\n          // All expanded by default\n          setExpanded(new Set(data.map((c) => c.name)));\n        }\n      } catch (err) {\n        if (!cancelled) {\n          setError(\n            err instanceof Error ? err.message : \"Failed to load topics\",\n          );\n        }\n      } finally {\n        if (!cancelled) setLoading(false);\n      }\n    })();\n\n    return () => {\n      cancelled = true;\n    };\n  }, []);\n\n  function toggleCategory(name: string) {\n    setExpanded((prev) => {\n      const next = new Set(prev);\n      if (next.has(name)) {\n        next.delete(name);\n      } else {\n        next.add(name);\n      }\n      return next;\n    });\n  }\n\n  // Apply filter: show categories whose name or sub-topics match\n  const lowerFilter = filter.toLowerCase();\n  const filtered = filter\n    ? categories\n        .map((cat) => {\n          const catMatches = cat.name.toLowerCase().includes(lowerFilter);\n          const matchingSubs = cat.sub_topics.filter((st) =>\n            st.name.toLowerCase().includes(lowerFilter),\n          );\n          if (catMatches) return cat; // show full category\n          if (matchingSubs.length > 0) {\n            return { ...cat, sub_topics: matchingSubs };\n          }\n          return null;\n        })\n        .filter(Boolean) as TopicCategory[]\n    : categories;\n\n  if (loading) {\n    return <div className=\"loading\">Loading topics…</div>;\n  }\n\n  if (error) {\n    return <div className=\"loading error-text\">Error: {error}</div>;\n  }\n\n  return (\n    <div className=\"topics-browse\">\n      <h2 className=\"topics-browse__title\">Topics</h2>\n      <p className=\"topics-browse__subtitle\">\n        Browse techniques organized by category and sub-topic\n      </p>\n\n      {/* Filter */}\n      <input\n        type=\"search\"\n        className=\"topics-filter-input\"\n        placeholder=\"Filter topics…\"\n        value={filter}\n        onChange={(e) => setFilter(e.target.value)}\n        aria-label=\"Filter topics\"\n      />\n\n      {filtered.length === 0 ? (\n        <div className=\"empty-state\">\n          No topics matching \"{filter}\"\n        </div>\n      ) : (\n        <div className=\"topics-list\">\n          {filtered.map((cat) => (\n            <div key={cat.name} className=\"topic-category\">\n              <button\n                className=\"topic-category__header\"\n                onClick={() => toggleCategory(cat.name)}\n                aria-expanded={expanded.has(cat.name)}\n              >\n                <span className=\"topic-category__chevron\">\n                  {expanded.has(cat.name) ? \"▼\" : \"▶\"}\n                </span>\n                <span className=\"topic-category__name\">{cat.name}</span>\n                <span className=\"topic-category__desc\">{cat.description}</span>\n                <span className=\"topic-category__count\">\n                  {cat.sub_topics.length} sub-topic{cat.sub_topics.length !== 1 ? \"s\" : \"\"}\n                </span>\n              </button>\n\n              {expanded.has(cat.name) && (\n                <div className=\"topic-subtopics\">\n                  {cat.sub_topics.map((st) => (\n                    <Link\n                      key={st.name}\n                      to={`/search?q=${encodeURIComponent(st.name)}&scope=topics`}\n                      className=\"topic-subtopic\"\n                    >\n                      <span className=\"topic-subtopic__name\">{st.name}</span>\n                      <span className=\"topic-subtopic__counts\">\n                        <span className=\"topic-subtopic__count\">\n                          {st.technique_count} technique{st.technique_count !== 1 ? \"s\" : \"\"}\n                        </span>\n                        <span className=\"topic-subtopic__separator\">·</span>\n                        <span className=\"topic-subtopic__count\">\n                          {st.creator_count} creator{st.creator_count !== 1 ? \"s\" : \"\"}\n                        </span>\n                      </span>\n                    </Link>\n                  ))}\n                </div>\n              )}\n            </div>\n          ))}\n        </div>\n      )}\n    </div>\n  );\n}\n"}],"isError":false,"timestamp":1774870534217}}
{"type":"message","id":"18ad8670","parentId":"3b0ac282","timestamp":"2026-03-30T11:35:34.241Z","message":{"role":"toolResult","toolCallId":"toolu_01VUwbzHsZxuR4BK2NWf3WWj","toolName":"bash","content":[{"type":"text","text":"(no output)"}],"isError":false,"timestamp":1774870534240}}
{"type":"message","id":"2d27f38e","parentId":"18ad8670","timestamp":"2026-03-30T11:35:34.243Z","message":{"role":"toolResult","toolCallId":"toolu_01XGo2WbrmXwtBgFdJox5AiU","toolName":"bash","content":[{"type":"text","text":"/home/aux/projects/content-to-kb-automator/backend/pipeline/stages.py\n"}],"isError":false,"timestamp":1774870534241}}
{"type":"message","id":"e65adbf2","parentId":"2d27f38e","timestamp":"2026-03-30T11:35:39.651Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"toolu_01DzWg2jo2inDtg5TRqH8rA2","name":"bash","arguments":{"command":"grep -r \"topic_category\\|CATEGORIES\\|canonical_tags\\|categories.*=\\|topic.*hier\" /home/aux/projects/content-to-kb-automator/backend --include=\"*.py\" | head -30"}},{"type":"toolCall","id":"toolu_01RZmBkTUeM91SHyci6sr7Vn","name":"bash","arguments":{"command":"grep -r \"fetchTopics\\|/topics\\|topics.*endpoint\\|topics.*route\" /home/aux/projects/content-to-kb-automator/backend --include=\"*.py\" | head -20"}},{"type":"toolCall","id":"toolu_01H9tsdFzi5gJjAdsDy3NW5t","name":"bash","arguments":{"command":"grep -r \"fetchTopics\\|TopicCategory\" /home/aux/projects/content-to-kb-automator/frontend/src --include=\"*.ts\" --include=\"*.tsx\" | head -20"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":270,"cacheRead":64306,"cacheWrite":1778,"totalTokens":66355,"cost":{"input":0.000005,"output":0.00675,"cacheRead":0.032153,"cacheWrite":0.0111125,"total":0.050020499999999996}},"stopReason":"toolUse","timestamp":1774870534241}}
{"type":"message","id":"2d3ce693","parentId":"e65adbf2","timestamp":"2026-03-30T11:35:39.668Z","message":{"role":"toolResult","toolCallId":"toolu_01DzWg2jo2inDtg5TRqH8rA2","toolName":"bash","content":[{"type":"text","text":"/home/aux/projects/content-to-kb-automator/backend/pipeline/stages.py:def _load_canonical_tags() -> dict:\n/home/aux/projects/content-to-kb-automator/backend/pipeline/stages.py:    \"\"\"Load canonical tag taxonomy from config/canonical_tags.yaml.\"\"\"\n/home/aux/projects/content-to-kb-automator/backend/pipeline/stages.py:        Path(\"config/canonical_tags.yaml\"),\n/home/aux/projects/content-to-kb-automator/backend/pipeline/stages.py:        Path(\"../config/canonical_tags.yaml\"),\n/home/aux/projects/content-to-kb-automator/backend/pipeline/stages.py:        \"canonical_tags.yaml not found. Searched: \" + \", \".join(str(c) for c in candidates)\n/home/aux/projects/content-to-kb-automator/backend/pipeline/stages.py:        tags_data = _load_canonical_tags()\n/home/aux/projects/content-to-kb-automator/backend/pipeline/stages.py:                    \"topic_category\": cls.topic_category,\n/home/aux/projects/content-to-kb-automator/backend/pipeline/stages.py:    Groups moments by (creator, topic_category), calls the LLM to synthesize\n/home/aux/projects/content-to-kb-automator/backend/pipeline/stages.py:        # Group moments by topic_category (from classification)\n/home/aux/projects/content-to-kb-automator/backend/pipeline/stages.py:            category = cls_info.get(\"topic_category\", \"Uncategorized\")\n/home/aux/projects/content-to-kb-automator/backend/pipeline/stages.py:                            \"topic_category\": existing.topic_category,\n/home/aux/projects/content-to-kb-automator/backend/pipeline/stages.py:                        topic_category=page_data.topic_category or category,\n/home/aux/projects/content-to-kb-automator/backend/pipeline/stages.py:                text = f\"{p.title} {p.summary or ''} {p.topic_category or ''}\"\n/home/aux/projects/content-to-kb-automator/backend/pipeline/stages.py:                    \"topic_category\": p.topic_category or \"\",\n"}],"isError":false,"timestamp":1774870539668}}
{"type":"message","id":"a29f8b59","parentId":"2d3ce693","timestamp":"2026-03-30T11:35:39.669Z","message":{"role":"toolResult","toolCallId":"toolu_01RZmBkTUeM91SHyci6sr7Vn","toolName":"bash","content":[{"type":"text","text":"(no output)"}],"isError":false,"timestamp":1774870539668}}
{"type":"message","id":"7322bfa3","parentId":"a29f8b59","timestamp":"2026-03-30T11:35:39.672Z","message":{"role":"toolResult","toolCallId":"toolu_01H9tsdFzi5gJjAdsDy3NW5t","toolName":"bash","content":[{"type":"text","text":"/home/aux/projects/content-to-kb-automator/frontend/src/pages/TopicsBrowse.tsx:import { fetchTopics, type TopicCategory } from \"../api/public-client\";\n/home/aux/projects/content-to-kb-automator/frontend/src/pages/TopicsBrowse.tsx:  const [categories, setCategories] = useState<TopicCategory[]>([]);\n/home/aux/projects/content-to-kb-automator/frontend/src/pages/TopicsBrowse.tsx:        const data = await fetchTopics();\n/home/aux/projects/content-to-kb-automator/frontend/src/pages/TopicsBrowse.tsx:        .filter(Boolean) as TopicCategory[]\n/home/aux/projects/content-to-kb-automator/frontend/src/api/public-client.ts: * Mirrors backend schemas: SearchResponse, TechniquePageDetail, TopicCategory, CreatorBrowseItem.\n/home/aux/projects/content-to-kb-automator/frontend/src/api/public-client.ts:export interface TopicCategory {\n/home/aux/projects/content-to-kb-automator/frontend/src/api/public-client.ts:export async function fetchTopics(): Promise<TopicCategory[]> {\n/home/aux/projects/content-to-kb-automator/frontend/src/api/public-client.ts:  return request<TopicCategory[]>(`${BASE}/topics`);\n"}],"isError":false,"timestamp":1774870539670}}
{"type":"message","id":"135066a3","parentId":"7322bfa3","timestamp":"2026-03-30T11:35:44.810Z","message":{"role":"assistant","content":[{"type":"text","text":"Now let me look at the backend topics endpoint and the canonical tags file:"},{"type":"toolCall","id":"toolu_015D9AZ75wfcLejVQy53xK2B","name":"bash","arguments":{"command":"find /home/aux/projects/content-to-kb-automator/backend -name \"*.py\" | xargs grep -l \"topics\\|/topics\" 2>/dev/null | head -10"}},{"type":"toolCall","id":"toolu_01VAMhvXqSLEmXaoSVVpBygV","name":"bash","arguments":{"command":"find /home/aux/projects/content-to-kb-automator -name \"canonical_tags.yaml\" 2>/dev/null; find /home/aux/projects/content-to-kb-automator/config -type f 2>/dev/null; find /home/aux/projects/content-to-kb-automator -path \"*/config/*\" -name \"*.yaml\" -o -path \"*/config/*\" -name \"*.yml\" 2>/dev/null | head -20"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":262,"cacheRead":66084,"cacheWrite":1287,"totalTokens":67634,"cost":{"input":0.000005,"output":0.00655,"cacheRead":0.033042,"cacheWrite":0.00804375,"total":0.04764075}},"stopReason":"toolUse","timestamp":1774870539671}}
{"type":"message","id":"15aae5ef","parentId":"135066a3","timestamp":"2026-03-30T11:35:44.830Z","message":{"role":"toolResult","toolCallId":"toolu_015D9AZ75wfcLejVQy53xK2B","toolName":"bash","content":[{"type":"text","text":"/home/aux/projects/content-to-kb-automator/backend/pipeline/stages.py\n"}],"isError":false,"timestamp":1774870544830}}
{"type":"message","id":"34c221f8","parentId":"15aae5ef","timestamp":"2026-03-30T11:35:44.900Z","message":{"role":"toolResult","toolCallId":"toolu_01VAMhvXqSLEmXaoSVVpBygV","toolName":"bash","content":[{"type":"text","text":"(no output)"}],"isError":false,"timestamp":1774870544898}}
{"type":"message","id":"3e48995c","parentId":"34c221f8","timestamp":"2026-03-30T11:35:49.268Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"toolu_01GvgYAkkWBRVufhhjSNz5KM","name":"bash","arguments":{"command":"find /home/aux/projects/content-to-kb-automator -name \"*.yaml\" -o -name \"*.yml\" 2>/dev/null | grep -v node_modules | grep -v .git | head -20"}},{"type":"toolCall","id":"toolu_01EZhHFYsL8QdEK767pUgJ9J","name":"bash","arguments":{"command":"ls /home/aux/projects/content-to-kb-automator/backend/routers/ 2>/dev/null"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":166,"cacheRead":67371,"cacheWrite":348,"totalTokens":67886,"cost":{"input":0.000005,"output":0.00415,"cacheRead":0.0336855,"cacheWrite":0.0021750000000000003,"total":0.0400155}},"stopReason":"toolUse","timestamp":1774870544898}}
{"type":"message","id":"8afd5b27","parentId":"3e48995c","timestamp":"2026-03-30T11:35:49.313Z","message":{"role":"toolResult","toolCallId":"toolu_01GvgYAkkWBRVufhhjSNz5KM","toolName":"bash","content":[{"type":"text","text":"(no output)"}],"isError":false,"timestamp":1774870549312}}
{"type":"message","id":"1bed5f17","parentId":"8afd5b27","timestamp":"2026-03-30T11:35:49.316Z","message":{"role":"toolResult","toolCallId":"toolu_01EZhHFYsL8QdEK767pUgJ9J","toolName":"bash","content":[{"type":"text","text":"(no output)\n\nCommand exited with code 2"}],"details":{},"isError":true,"timestamp":1774870549312}}
{"type":"message","id":"d10533af","parentId":"1bed5f17","timestamp":"2026-03-30T11:35:53.022Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"toolu_01MUQQyvBvVNx9GMzDKaYEbP","name":"bash","arguments":{"command":"find /home/aux/projects/content-to-kb-automator/backend -type d | head -20"}},{"type":"toolCall","id":"toolu_01RYh6sxsLkq56WyEwK1GvoB","name":"bash","arguments":{"command":"find /home/aux/projects/content-to-kb-automator/backend -name \"router*\" -o -name \"route*\" -o -name \"endpoint*\" | head -20"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":154,"cacheRead":67719,"cacheWrite":240,"totalTokens":68114,"cost":{"input":0.000005,"output":0.00385,"cacheRead":0.0338595,"cacheWrite":0.0015,"total":0.0392145}},"stopReason":"toolUse","timestamp":1774870549314}}
{"type":"message","id":"7130e7e9","parentId":"d10533af","timestamp":"2026-03-30T11:35:53.034Z","message":{"role":"toolResult","toolCallId":"toolu_01MUQQyvBvVNx9GMzDKaYEbP","toolName":"bash","content":[{"type":"text","text":"/home/aux/projects/content-to-kb-automator/backend\n/home/aux/projects/content-to-kb-automator/backend/pipeline\n"}],"isError":false,"timestamp":1774870553034}}
{"type":"message","id":"ea56b126","parentId":"7130e7e9","timestamp":"2026-03-30T11:35:53.036Z","message":{"role":"toolResult","toolCallId":"toolu_01RYh6sxsLkq56WyEwK1GvoB","toolName":"bash","content":[{"type":"text","text":"(no output)"}],"isError":false,"timestamp":1774870553035}}
{"type":"message","id":"9da93eb7","parentId":"ea56b126","timestamp":"2026-03-30T11:35:56.366Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"toolu_01J8wKswskaGWS6apyACqtQ6","name":"bash","arguments":{"command":"ls /home/aux/projects/content-to-kb-automator/backend/"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":70,"cacheRead":67959,"cacheWrite":254,"totalTokens":68284,"cost":{"input":0.000005,"output":0.00175,"cacheRead":0.033979499999999996,"cacheWrite":0.0015875000000000002,"total":0.037321999999999994}},"stopReason":"toolUse","timestamp":1774870553035}}
{"type":"message","id":"25bd5f2b","parentId":"9da93eb7","timestamp":"2026-03-30T11:35:56.380Z","message":{"role":"toolResult","toolCallId":"toolu_01J8wKswskaGWS6apyACqtQ6","toolName":"bash","content":[{"type":"text","text":"pipeline\n"}],"isError":false,"timestamp":1774870556378}}
{"type":"message","id":"6d7d9c94","parentId":"25bd5f2b","timestamp":"2026-03-30T11:36:00.827Z","message":{"role":"assistant","content":[{"type":"text","text":"Interesting — the backend directory only has `pipeline/`. The API routes must be elsewhere. Let me find the actual project structure."},{"type":"toolCall","id":"toolu_01Xyp9EtsCVaqoxzxNgzzom4","name":"bash","arguments":{"command":"find /home/aux/projects/content-to-kb-automator -maxdepth 1 -type f -o -type d | sort"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":113,"cacheRead":68213,"cacheWrite":84,"totalTokens":68411,"cost":{"input":0.000005,"output":0.0028250000000000003,"cacheRead":0.0341065,"cacheWrite":0.0005250000000000001,"total":0.037461499999999995}},"stopReason":"toolUse","timestamp":1774870556379}}
{"type":"message","id":"14c19d68","parentId":"6d7d9c94","timestamp":"2026-03-30T11:36:00.839Z","message":{"role":"toolResult","toolCallId":"toolu_01Xyp9EtsCVaqoxzxNgzzom4","toolName":"bash","content":[{"type":"text","text":"/home/aux/projects/content-to-kb-automator\n/home/aux/projects/content-to-kb-automator/.artifacts\n/home/aux/projects/content-to-kb-automator/backend\n/home/aux/projects/content-to-kb-automator/.bg-shell\n/home/aux/projects/content-to-kb-automator/CLAUDE.md\n/home/aux/projects/content-to-kb-automator/frontend\n/home/aux/projects/content-to-kb-automator/.git\n/home/aux/projects/content-to-kb-automator/.gitignore\n/home/aux/projects/content-to-kb-automator/.gsd\n/home/aux/projects/content-to-kb-automator/.gsd.lock\n"}],"isError":false,"timestamp":1774870560838}}
{"type":"message","id":"86db968c","parentId":"14c19d68","timestamp":"2026-03-30T11:36:05.745Z","message":{"role":"assistant","content":[{"type":"text","text":"This is the local working copy, but per CLAUDE.md, the canonical codebase is on ub01. Let me check if there's a remote we can reference, and look at the actual project structure more thoroughly."},{"type":"toolCall","id":"toolu_01NNrUpXcdoERkbZE1Jc3Jhm","name":"bash","arguments":{"command":"git -C /home/aux/projects/content-to-kb-automator remote -v 2>/dev/null"}},{"type":"toolCall","id":"toolu_01FdxxEgjtahfXZx41SbQ7pE","name":"bash","arguments":{"command":"git -C /home/aux/projects/content-to-kb-automator log --oneline -5 2>/dev/null"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":190,"cacheRead":68297,"cacheWrite":313,"totalTokens":68801,"cost":{"input":0.000005,"output":0.00475,"cacheRead":0.0341485,"cacheWrite":0.00195625,"total":0.04085975}},"stopReason":"toolUse","timestamp":1774870560838}}
{"type":"message","id":"baeda078","parentId":"86db968c","timestamp":"2026-03-30T11:36:05.757Z","message":{"role":"toolResult","toolCallId":"toolu_01NNrUpXcdoERkbZE1Jc3Jhm","toolName":"bash","content":[{"type":"text","text":"origin\tgit@github.com:xpltdco/chrysopedia.git (fetch)\norigin\tgit@github.com:xpltdco/chrysopedia.git (push)\n"}],"isError":false,"timestamp":1774870565757}}
{"type":"message","id":"8b428258","parentId":"baeda078","timestamp":"2026-03-30T11:36:05.762Z","message":{"role":"toolResult","toolCallId":"toolu_01FdxxEgjtahfXZx41SbQ7pE","toolName":"bash","content":[{"type":"text","text":"61d52d7 feat: Reordered technique page sidebar (plugins first), added prominent…\nb4d4cae feat: Added \"Commit\" row to version metadata panel on TechniquePage — r…\n12f9fb7 chore: Added GIT_COMMIT_SHA build arg to Dockerfile.api, compose build…\nee24731 feat: Added Head/Tail segmented toggle to EventLog with order param wir…\nbf126f4 feat: Added `order` query parameter (asc/desc, default desc) to pipelin…\n"}],"isError":false,"timestamp":1774870565761}}
{"type":"message","id":"b7190dd6","parentId":"8b428258","timestamp":"2026-03-30T11:36:08.620Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"toolu_013uuZo7dFQVDQ582REFZmqE","name":"bash","arguments":{"command":"git -C /home/aux/projects/content-to-kb-automator ls-tree -r --name-only HEAD | head -80"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":83,"cacheRead":68610,"cacheWrite":427,"totalTokens":69121,"cost":{"input":0.000005,"output":0.002075,"cacheRead":0.034304999999999995,"cacheWrite":0.00266875,"total":0.03905374999999999}},"stopReason":"toolUse","timestamp":1774870565762}}
{"type":"message","id":"698a64a7","parentId":"b7190dd6","timestamp":"2026-03-30T11:36:08.639Z","message":{"role":"toolResult","toolCallId":"toolu_013uuZo7dFQVDQ582REFZmqE","toolName":"bash","content":[{"type":"text","text":".gitignore\n.gsd/DECISIONS.md\n.gsd/KNOWLEDGE.md\n.gsd/PROJECT.md\n.gsd/REQUIREMENTS.md\n.gsd/milestones/M001/M001-ROADMAP.md\n.gsd/milestones/M001/M001-SUMMARY.md\n.gsd/milestones/M001/M001-VALIDATION.md\n.gsd/milestones/M001/slices/S01/S01-PLAN.md\n.gsd/milestones/M001/slices/S01/S01-SUMMARY.md\n.gsd/milestones/M001/slices/S01/S01-UAT.md\n.gsd/milestones/M001/slices/S01/tasks/T01-PLAN.md\n.gsd/milestones/M001/slices/S01/tasks/T01-SUMMARY.md\n.gsd/milestones/M001/slices/S01/tasks/T01-VERIFY.json\n.gsd/milestones/M001/slices/S01/tasks/T02-PLAN.md\n.gsd/milestones/M001/slices/S01/tasks/T02-SUMMARY.md\n.gsd/milestones/M001/slices/S01/tasks/T02-VERIFY.json\n.gsd/milestones/M001/slices/S01/tasks/T03-PLAN.md\n.gsd/milestones/M001/slices/S01/tasks/T03-SUMMARY.md\n.gsd/milestones/M001/slices/S01/tasks/T03-VERIFY.json\n.gsd/milestones/M001/slices/S01/tasks/T04-PLAN.md\n.gsd/milestones/M001/slices/S01/tasks/T04-SUMMARY.md\n.gsd/milestones/M001/slices/S01/tasks/T04-VERIFY.json\n.gsd/milestones/M001/slices/S01/tasks/T05-PLAN.md\n.gsd/milestones/M001/slices/S01/tasks/T05-SUMMARY.md\n.gsd/milestones/M001/slices/S01/tasks/T05-VERIFY.json\n.gsd/milestones/M001/slices/S02/S02-PLAN.md\n.gsd/milestones/M001/slices/S02/S02-RESEARCH.md\n.gsd/milestones/M001/slices/S02/S02-SUMMARY.md\n.gsd/milestones/M001/slices/S02/S02-UAT.md\n.gsd/milestones/M001/slices/S02/tasks/T01-PLAN.md\n.gsd/milestones/M001/slices/S02/tasks/T01-SUMMARY.md\n.gsd/milestones/M001/slices/S02/tasks/T01-VERIFY.json\n.gsd/milestones/M001/slices/S02/tasks/T02-PLAN.md\n.gsd/milestones/M001/slices/S02/tasks/T02-SUMMARY.md\n.gsd/milestones/M001/slices/S02/tasks/T02-VERIFY.json\n.gsd/milestones/M001/slices/S03/S03-PLAN.md\n.gsd/milestones/M001/slices/S03/S03-RESEARCH.md\n.gsd/milestones/M001/slices/S03/S03-SUMMARY.md\n.gsd/milestones/M001/slices/S03/S03-UAT.md\n.gsd/milestones/M001/slices/S03/tasks/T01-PLAN.md\n.gsd/milestones/M001/slices/S03/tasks/T01-SUMMARY.md\n.gsd/milestones/M001/slices/S03/tasks/T01-VERIFY.json\n.gsd/milestones/M001/slices/S03/tasks/T02-PLAN.md\n.gsd/milestones/M001/slices/S03/tasks/T02-SUMMARY.md\n.gsd/milestones/M001/slices/S03/tasks/T02-VERIFY.json\n.gsd/milestones/M001/slices/S03/tasks/T03-PLAN.md\n.gsd/milestones/M001/slices/S03/tasks/T03-SUMMARY.md\n.gsd/milestones/M001/slices/S03/tasks/T03-VERIFY.json\n.gsd/milestones/M001/slices/S03/tasks/T04-PLAN.md\n.gsd/milestones/M001/slices/S03/tasks/T04-SUMMARY.md\n.gsd/milestones/M001/slices/S03/tasks/T04-VERIFY.json\n.gsd/milestones/M001/slices/S03/tasks/T05-PLAN.md\n.gsd/milestones/M001/slices/S03/tasks/T05-SUMMARY.md\n.gsd/milestones/M001/slices/S03/tasks/T05-VERIFY.json\n.gsd/milestones/M001/slices/S04/S04-PLAN.md\n.gsd/milestones/M001/slices/S04/S04-RESEARCH.md\n.gsd/milestones/M001/slices/S04/S04-SUMMARY.md\n.gsd/milestones/M001/slices/S04/S04-UAT.md\n.gsd/milestones/M001/slices/S04/tasks/T01-PLAN.md\n.gsd/milestones/M001/slices/S04/tasks/T01-SUMMARY.md\n.gsd/milestones/M001/slices/S04/tasks/T01-VERIFY.json\n.gsd/milestones/M001/slices/S04/tasks/T02-PLAN.md\n.gsd/milestones/M001/slices/S04/tasks/T02-SUMMARY.md\n.gsd/milestones/M001/slices/S04/tasks/T02-VERIFY.json\n.gsd/milestones/M001/slices/S04/tasks/T03-PLAN.md\n.gsd/milestones/M001/slices/S04/tasks/T03-SUMMARY.md\n.gsd/milestones/M001/slices/S04/tasks/T03-VERIFY.json\n.gsd/milestones/M001/slices/S05/S05-PLAN.md\n.gsd/milestones/M001/slices/S05/S05-RESEARCH.md\n.gsd/milestones/M001/slices/S05/S05-SUMMARY.md\n.gsd/milestones/M001/slices/S05/S05-UAT.md\n.gsd/milestones/M001/slices/S05/tasks/T01-PLAN.md\n.gsd/milestones/M001/slices/S05/tasks/T01-SUMMARY.md\n.gsd/milestones/M001/slices/S05/tasks/T01-VERIFY.json\n.gsd/milestones/M001/slices/S05/tasks/T02-PLAN.md\n.gsd/milestones/M001/slices/S05/tasks/T02-SUMMARY.md\n.gsd/milestones/M001/slices/S05/tasks/T02-VERIFY.json\n.gsd/milestones/M001/slices/S05/tasks/T03-PLAN.md\n.gsd/milestones/M001/slices/S05/tasks/T03-SUMMARY.md\n"}],"isError":false,"timestamp":1774870568636}}
{"type":"message","id":"02c930ea","parentId":"698a64a7","timestamp":"2026-03-30T11:36:12.045Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"toolu_01RDPZwGnMx29bXVqrYT86DH","name":"bash","arguments":{"command":"git -C /home/aux/projects/content-to-kb-automator ls-tree -r --name-only HEAD | grep -v \"^\\.gsd\" | head -80"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":93,"cacheRead":69037,"cacheWrite":2098,"totalTokens":71229,"cost":{"input":0.000005,"output":0.0023250000000000002,"cacheRead":0.0345185,"cacheWrite":0.013112500000000001,"total":0.049961}},"stopReason":"toolUse","timestamp":1774870568637}}
{"type":"message","id":"3bb6cd6a","parentId":"02c930ea","timestamp":"2026-03-30T11:36:12.064Z","message":{"role":"toolResult","toolCallId":"toolu_01RDPZwGnMx29bXVqrYT86DH","toolName":"bash","content":[{"type":"text","text":".gitignore\nCLAUDE.md\nbackend/pipeline/stages.py\nfrontend/index.html\nfrontend/package-lock.json\nfrontend/package.json\nfrontend/src/App.css\nfrontend/src/App.tsx\nfrontend/src/api/client.ts\nfrontend/src/api/public-client.ts\nfrontend/src/components/AdminDropdown.tsx\nfrontend/src/components/ModeToggle.tsx\nfrontend/src/components/ReportIssueModal.tsx\nfrontend/src/components/StatusBadge.tsx\nfrontend/src/main.tsx\nfrontend/src/pages/AdminPipeline.tsx\nfrontend/src/pages/AdminReports.tsx\nfrontend/src/pages/CreatorDetail.tsx\nfrontend/src/pages/CreatorsBrowse.tsx\nfrontend/src/pages/Home.tsx\nfrontend/src/pages/MomentDetail.tsx\nfrontend/src/pages/ReviewQueue.tsx\nfrontend/src/pages/SearchResults.tsx\nfrontend/src/pages/TechniquePage.tsx\nfrontend/src/pages/TopicsBrowse.tsx\nfrontend/src/vite-env.d.ts\nfrontend/tsconfig.app.json\nfrontend/tsconfig.app.tsbuildinfo\nfrontend/tsconfig.json\nfrontend/vite.config.ts\n"}],"isError":false,"timestamp":1774870572062}}
{"type":"message","id":"12ab856c","parentId":"3bb6cd6a","timestamp":"2026-03-30T11:36:16.930Z","message":{"role":"assistant","content":[{"type":"text","text":"Good — small codebase. Let me look at the API client for the topics endpoint, the existing CSS, and the backend topics route."},{"type":"toolCall","id":"toolu_019R2HkZX2asW2mNi5cRUQkF","name":"read","arguments":{"path":"frontend/src/api/public-client.ts"}},{"type":"toolCall","id":"toolu_01VhECyhdFTcRfhxUvTP9cLH","name":"read","arguments":{"path":"frontend/src/App.css"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":131,"cacheRead":71135,"cacheWrite":414,"totalTokens":71681,"cost":{"input":0.000005,"output":0.003275,"cacheRead":0.035567499999999995,"cacheWrite":0.0025875,"total":0.04143499999999999}},"stopReason":"toolUse","timestamp":1774870572063}}
{"type":"message","id":"341b4c55","parentId":"12ab856c","timestamp":"2026-03-30T11:36:16.935Z","message":{"role":"toolResult","toolCallId":"toolu_019R2HkZX2asW2mNi5cRUQkF","toolName":"read","content":[{"type":"text","text":"/**\n * Typed API client for Chrysopedia public endpoints.\n *\n * Mirrors backend schemas: SearchResponse, TechniquePageDetail, TopicCategory, CreatorBrowseItem.\n * Uses the same request<T> pattern as client.ts.\n */\n\n// ── Types ───────────────────────────────────────────────────────────────────\n\nexport interface SearchResultItem {\n  title: string;\n  slug: string;\n  type: string;\n  score: number;\n  summary: string;\n  creator_name: string;\n  creator_slug: string;\n  topic_category: string;\n  topic_tags: string[];\n}\n\nexport interface SearchResponse {\n  items: SearchResultItem[];\n  total: number;\n  query: string;\n  fallback_used: boolean;\n}\n\nexport interface KeyMomentSummary {\n  id: string;\n  title: string;\n  summary: string;\n  start_time: number;\n  end_time: number;\n  content_type: string;\n  plugins: string[] | null;\n  video_filename: string;\n}\n\nexport interface CreatorInfo {\n  name: string;\n  slug: string;\n  genres: string[] | null;\n}\n\nexport interface RelatedLinkItem {\n  target_title: string;\n  target_slug: string;\n  relationship: string;\n}\n\nexport interface TechniquePageDetail {\n  id: string;\n  title: string;\n  slug: string;\n  topic_category: string;\n  topic_tags: string[] | null;\n  summary: string | null;\n  body_sections: Record<string, unknown> | null;\n  signal_chains: unknown[] | null;\n  plugins: string[] | null;\n  creator_id: string;\n  source_quality: string | null;\n  view_count: number;\n  review_status: string;\n  created_at: string;\n  updated_at: string;\n  key_moments: KeyMomentSummary[];\n  creator_info: CreatorInfo | null;\n  related_links: RelatedLinkItem[];\n  version_count: number;\n}\n\nexport interface TechniquePageVersionSummary {\n  version_number: number;\n  created_at: string;\n  pipeline_metadata: Record<string, unknown> | null;\n}\n\nexport interface TechniquePageVersionListResponse {\n  items: TechniquePageVersionSummary[];\n  total: number;\n}\n\nexport interface TechniquePageVersionDetail {\n  version_number: number;\n  content_snapshot: Record<string, unknown>;\n  pipeline_metadata: Record<string, unknown> | null;\n  created_at: string;\n}\n\nexport 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  source_quality: string | null;\n  view_count: number;\n  review_status: string;\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  name: string;\n  technique_count: number;\n  creator_count: number;\n}\n\nexport interface TopicCategory {\n  name: string;\n  description: string;\n  sub_topics: TopicSubTopic[];\n}\n\nexport 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  folder_name: string;\n  view_count: number;\n  created_at: string;\n  updated_at: string;\n  video_count: number;\n}\n\n// ── Helpers ──────────────────────────────────────────────────────────────────\n\nconst BASE = \"/api/v1\";\n\nclass ApiError extends Error {\n  constructor(\n    public status: number,\n    public detail: string,\n  ) {\n    super(`API ${status}: ${detail}`);\n    this.name = \"ApiError\";\n  }\n}\n\nasync function request<T>(url: string, init?: RequestInit): Promise<T> {\n  const res = await fetch(url, {\n    ...init,\n    headers: {\n      \"Content-Type\": \"application/json\",\n      ...init?.headers,\n    },\n  });\n\n  if (!res.ok) {\n    let detail = res.statusText;\n    try {\n      const body: unknown = await res.json();\n      if (typeof body === \"object\" && body !== null && \"detail\" in body) {\n        const d = (body as { detail: unknown }).detail;\n        detail = typeof d === \"string\" ? d : Array.isArray(d) ? d.map((e: any) => e.msg || JSON.stringify(e)).join(\"; \") : JSON.stringify(d);\n      }\n    } catch {\n      // body not JSON — keep statusText\n    }\n    throw new ApiError(res.status, detail);\n  }\n\n  return res.json() as Promise<T>;\n}\n\n// ── Search ───────────────────────────────────────────────────────────────────\n\nexport async function searchApi(\n  q: string,\n  scope?: string,\n  limit?: number,\n): Promise<SearchResponse> {\n  const qs = new URLSearchParams({ q });\n  if (scope) qs.set(\"scope\", scope);\n  if (limit !== undefined) qs.set(\"limit\", String(limit));\n  return request<SearchResponse>(`${BASE}/search?${qs.toString()}`);\n}\n\n// ── Techniques ───────────────────────────────────────────────────────────────\n\nexport interface TechniqueListParams {\n  limit?: number;\n  offset?: number;\n  category?: string;\n  creator_slug?: string;\n}\n\nexport async function fetchTechniques(\n  params: TechniqueListParams = {},\n): Promise<TechniqueListResponse> {\n  const qs = new URLSearchParams();\n  if (params.limit !== undefined) qs.set(\"limit\", String(params.limit));\n  if (params.offset !== undefined) qs.set(\"offset\", String(params.offset));\n  if (params.category) qs.set(\"category\", params.category);\n  if (params.creator_slug) qs.set(\"creator_slug\", params.creator_slug);\n  const query = qs.toString();\n  return request<TechniqueListResponse>(\n    `${BASE}/techniques${query ? `?${query}` : \"\"}`,\n  );\n}\n\nexport async function fetchTechnique(\n  slug: string,\n): Promise<TechniquePageDetail> {\n  return request<TechniquePageDetail>(`${BASE}/techniques/${slug}`);\n}\n\nexport async function fetchTechniqueVersions(\n  slug: string,\n): Promise<TechniquePageVersionListResponse> {\n  return request<TechniquePageVersionListResponse>(\n    `${BASE}/techniques/${slug}/versions`,\n  );\n}\n\nexport async function fetchTechniqueVersion(\n  slug: string,\n  versionNumber: number,\n): Promise<TechniquePageVersionDetail> {\n  return request<TechniquePageVersionDetail>(\n    `${BASE}/techniques/${slug}/versions/${versionNumber}`,\n  );\n}\n\n// ── Topics ───────────────────────────────────────────────────────────────────\n\nexport async function fetchTopics(): Promise<TopicCategory[]> {\n  return request<TopicCategory[]>(`${BASE}/topics`);\n}\n\n// ── Creators ─────────────────────────────────────────────────────────────────\n\nexport interface CreatorListParams {\n  sort?: string;\n  genre?: string;\n  limit?: number;\n  offset?: number;\n}\n\nexport async function fetchCreators(\n  params: CreatorListParams = {},\n): Promise<CreatorBrowseResponse> {\n  const qs = new URLSearchParams();\n  if (params.sort) qs.set(\"sort\", params.sort);\n  if (params.genre) qs.set(\"genre\", params.genre);\n  if (params.limit !== undefined) qs.set(\"limit\", String(params.limit));\n  if (params.offset !== undefined) qs.set(\"offset\", String(params.offset));\n  const query = qs.toString();\n  return request<CreatorBrowseResponse>(\n    `${BASE}/creators${query ? `?${query}` : \"\"}`,\n  );\n}\n\nexport async function fetchCreator(\n  slug: string,\n): Promise<CreatorDetailResponse> {\n  return request<CreatorDetailResponse>(`${BASE}/creators/${slug}`);\n}\n\n\n// ── Content Reports ─────────────────────────────────────────────────────────\n\nexport interface ContentReportCreate {\n  content_type: string;\n  content_id?: string | null;\n  content_title?: string | null;\n  report_type: string;\n  description: string;\n  page_url?: string | null;\n}\n\nexport interface ContentReport {\n  id: string;\n  content_type: string;\n  content_id: string | null;\n  content_title: string | null;\n  report_type: string;\n  description: string;\n  status: string;\n  admin_notes: string | null;\n  page_url: string | null;\n  created_at: string;\n  resolved_at: string | null;\n}\n\nexport interface ContentReportListResponse {\n  items: ContentReport[];\n  total: number;\n  offset: number;\n  limit: number;\n}\n\nexport async function submitReport(\n  body: ContentReportCreate,\n): Promise<ContentReport> {\n  return request<ContentReport>(`${BASE}/reports`, {\n    method: \"POST\",\n    body: JSON.stringify(body),\n  });\n}\n\nexport async function fetchReports(params: {\n  status?: string;\n  content_type?: string;\n  offset?: number;\n  limit?: number;\n} = {}): Promise<ContentReportListResponse> {\n  const qs = new URLSearchParams();\n  if (params.status) qs.set(\"status\", params.status);\n  if (params.content_type) qs.set(\"content_type\", params.content_type);\n  if (params.offset !== undefined) qs.set(\"offset\", String(params.offset));\n  if (params.limit !== undefined) qs.set(\"limit\", String(params.limit));\n  const query = qs.toString();\n  return request<ContentReportListResponse>(\n    `${BASE}/admin/reports${query ? `?${query}` : \"\"}`,\n  );\n}\n\nexport async function updateReport(\n  id: string,\n  body: { status?: string; admin_notes?: string },\n): Promise<ContentReport> {\n  return request<ContentReport>(`${BASE}/admin/reports/${id}`, {\n    method: \"PATCH\",\n    body: JSON.stringify(body),\n  });\n}\n\n\n// ── Pipeline Admin ──────────────────────────────────────────────────────────\n\nexport interface PipelineVideoItem {\n  id: string;\n  filename: string;\n  processing_status: string;\n  creator_name: string;\n  created_at: string | null;\n  updated_at: string | null;\n  event_count: number;\n  total_tokens_used: number;\n  last_event_at: string | null;\n}\n\nexport interface PipelineVideoListResponse {\n  items: PipelineVideoItem[];\n  total: number;\n}\n\nexport interface PipelineEvent {\n  id: string;\n  video_id: string;\n  stage: string;\n  event_type: string;\n  prompt_tokens: number | null;\n  completion_tokens: number | null;\n  total_tokens: number | null;\n  model: string | null;\n  duration_ms: number | null;\n  payload: Record<string, unknown> | null;\n  created_at: string | null;\n}\n\nexport interface PipelineEventListResponse {\n  items: PipelineEvent[];\n  total: number;\n  offset: number;\n  limit: number;\n}\n\nexport interface WorkerTask {\n  id: string;\n  name: string;\n  args: unknown[];\n  time_start: number | null;\n}\n\nexport interface WorkerInfo {\n  name: string;\n  active_tasks: WorkerTask[];\n  reserved_tasks: number;\n  total_completed: number;\n  uptime: string | null;\n  pool_size: number | null;\n}\n\nexport interface WorkerStatusResponse {\n  online: boolean;\n  workers: WorkerInfo[];\n  error?: string;\n}\n\nexport interface TriggerResponse {\n  status: string;\n  video_id: string;\n  current_processing_status?: string;\n}\n\nexport interface RevokeResponse {\n  status: string;\n  video_id: string;\n  tasks_revoked: number;\n}\n\nexport async function fetchPipelineVideos(): Promise<PipelineVideoListResponse> {\n  return request<PipelineVideoListResponse>(`${BASE}/admin/pipeline/videos`);\n}\n\nexport async function fetchPipelineEvents(\n  videoId: string,\n  params: { offset?: number; limit?: number; stage?: string; event_type?: string; order?: \"asc\" | \"desc\" } = {},\n): Promise<PipelineEventListResponse> {\n  const qs = new URLSearchParams();\n  if (params.offset !== undefined) qs.set(\"offset\", String(params.offset));\n  if (params.limit !== undefined) qs.set(\"limit\", String(params.limit));\n  if (params.stage) qs.set(\"stage\", params.stage);\n  if (params.event_type) qs.set(\"event_type\", params.event_type);\n  if (params.order) qs.set(\"order\", params.order);\n  const query = qs.toString();\n  return request<PipelineEventListResponse>(\n    `${BASE}/admin/pipeline/events/${videoId}${query ? `?${query}` : \"\"}`,\n  );\n}\n\nexport async function fetchWorkerStatus(): Promise<WorkerStatusResponse> {\n  return request<WorkerStatusResponse>(`${BASE}/admin/pipeline/worker-status`);\n}\n\nexport async function triggerPipeline(videoId: string): Promise<TriggerResponse> {\n  return request<TriggerResponse>(`${BASE}/admin/pipeline/trigger/${videoId}`, {\n    method: \"POST\",\n  });\n}\n\nexport async function revokePipeline(videoId: string): Promise<RevokeResponse> {\n  return request<RevokeResponse>(`${BASE}/admin/pipeline/revoke/${videoId}`, {\n    method: \"POST\",\n  });\n}\n"}],"isError":false,"timestamp":1774870576933}}
{"type":"message","id":"3ce2d694","parentId":"341b4c55","timestamp":"2026-03-30T11:36:16.945Z","message":{"role":"toolResult","toolCallId":"toolu_01VhECyhdFTcRfhxUvTP9cLH","toolName":"read","content":[{"type":"text","text":"/* ── Theme tokens ──────────────────────────────────────────────────────────── */\n\n:root {\n  /* Backgrounds */\n  --color-bg-page: #0f0f14;\n  --color-bg-surface: #1a1a24;\n  --color-bg-surface-hover: #22222e;\n  --color-bg-input: #1a1a24;\n  --color-bg-header: #0a0a12;\n  --color-bg-header-alt: #14141e;\n  --color-bg-transcript: #12121a;\n\n  /* Text */\n  --color-text-primary: #e2e2ea;\n  --color-text-secondary: #8b8b9a;\n  --color-text-muted: #6b6b7a;\n  --color-text-active: #e2e2ea;\n  --color-text-on-header: rgba(255, 255, 255, 0.8);\n  --color-text-on-header-hover: #fff;\n  --color-text-on-header-label: rgba(255, 255, 255, 0.9);\n\n  /* Borders */\n  --color-border: #2a2a38;\n  --color-border-active: #22d3ee;\n\n  /* Accent (cyan) */\n  --color-accent: #22d3ee;\n  --color-accent-hover: #67e8f9;\n  --color-accent-subtle: rgba(34, 211, 238, 0.1);\n  --color-accent-focus: rgba(34, 211, 238, 0.15);\n\n  /* Shadows / overlays */\n  --color-shadow: rgba(0, 0, 0, 0.2);\n  --color-shadow-heavy: rgba(0, 0, 0, 0.4);\n  --color-overlay: rgba(0, 0, 0, 0.6);\n\n  /* Status badges */\n  --color-badge-pending-bg: #422006;\n  --color-badge-pending-text: #fcd34d;\n  --color-badge-approved-bg: #052e16;\n  --color-badge-approved-text: #6ee7b7;\n  --color-badge-edited-bg: #1e1b4b;\n  --color-badge-edited-text: #93c5fd;\n  --color-badge-rejected-bg: #450a0a;\n  --color-badge-rejected-text: #fca5a5;\n\n  /* Semantic buttons */\n  --color-btn-approve: #059669;\n  --color-btn-approve-hover: #047857;\n  --color-btn-reject: #dc2626;\n  --color-btn-reject-hover: #b91c1c;\n\n  /* Mode toggle (green/amber work on dark) */\n  --color-toggle-review: #10b981;\n  --color-toggle-auto: #f59e0b;\n  --color-toggle-track: #6b7280;\n  --color-toggle-track-active: #059669;\n  --color-toggle-thumb: #fff;\n\n  /* Error */\n  --color-error: #f87171;\n  --color-error-bg: #450a0a;\n  --color-error-border: #7f1d1d;\n\n  /* Fallback / warning banners */\n  --color-banner-amber-bg: #422006;\n  --color-banner-amber-border: #854d0e;\n  --color-banner-amber-text: #fcd34d;\n\n  /* Pills / special badges */\n  --color-pill-bg: #22222e;\n  --color-pill-text: #e2e2ea;\n  --color-pill-plugin-bg: #2e1065;\n  --color-pill-plugin-text: #c4b5fd;\n  --color-badge-category-bg: #1e1b4b;\n  --color-badge-category-text: #93c5fd;\n  --color-badge-type-technique-bg: #1e1b4b;\n  --color-badge-type-technique-text: #93c5fd;\n  --color-badge-type-moment-bg: #422006;\n  --color-badge-type-moment-text: #fcd34d;\n  --color-badge-content-type-bg: #22222e;\n  --color-badge-content-type-text: #e2e2ea;\n  --color-badge-quality-structured-bg: #052e16;\n  --color-badge-quality-structured-text: #6ee7b7;\n  --color-badge-quality-unstructured-bg: #422006;\n  --color-badge-quality-unstructured-text: #fcd34d;\n\n  /* Per-category badge colors */\n  --color-badge-cat-sound-design-bg: #0d3b3b;\n  --color-badge-cat-sound-design-text: #5eead4;\n  --color-badge-cat-mixing-bg: #2e1065;\n  --color-badge-cat-mixing-text: #c4b5fd;\n  --color-badge-cat-synthesis-bg: #0c2461;\n  --color-badge-cat-synthesis-text: #93c5fd;\n  --color-badge-cat-arrangement-bg: #422006;\n  --color-badge-cat-arrangement-text: #fcd34d;\n  --color-badge-cat-workflow-bg: #052e16;\n  --color-badge-cat-workflow-text: #6ee7b7;\n  --color-badge-cat-mastering-bg: #4a1035;\n  --color-badge-cat-mastering-text: #f9a8d4;\n\n  /* Genre pills */\n  --color-genre-pill-bg: #1a1a24;\n  --color-genre-pill-text: #e2e2ea;\n  --color-genre-pill-border: #2a2a38;\n  --color-genre-pill-hover-bg: #22222e;\n  --color-genre-pill-hover-border: #67e8f9;\n  --color-genre-pill-active-bg: #22d3ee;\n  --color-genre-pill-active-text: #0f0f14;\n  --color-genre-pill-active-border: #22d3ee;\n  --color-genre-pill-active-hover-bg: #67e8f9;\n\n  /* Sort toggle */\n  --color-sort-btn-bg: #1a1a24;\n  --color-sort-btn-text: #8b8b9a;\n  --color-sort-btn-border: #2a2a38;\n  --color-sort-btn-hover-bg: #22222e;\n  --color-sort-btn-hover-text: #e2e2ea;\n  --color-sort-btn-active-bg: #22d3ee;\n  --color-sort-btn-active-text: #0f0f14;\n  --color-sort-btn-active-hover-bg: #67e8f9;\n\n  /* Technique page creator link */\n  --color-link-accent: #22d3ee;\n\n  /* Search btn (dark variant) */\n  --color-btn-search-bg: #22d3ee;\n  --color-btn-search-text: #0f0f14;\n  --color-btn-search-hover-bg: #67e8f9;\n\n  /* Typeahead see-all link */\n  --color-typeahead-see-all: #22d3ee;\n}\n\n/* ── Base ─────────────────────────────────────────────────────────────────── */\n\n*,\n*::before,\n*::after {\n  box-sizing: border-box;\n  margin: 0;\n  padding: 0;\n}\n\nhtml,\nbody {\n  overflow-x: hidden;\n}\n\nbody {\n  font-family: -apple-system, BlinkMacSystemFont, \"Segoe UI\", Roboto,\n    \"Helvetica Neue\", Arial, sans-serif;\n  line-height: 1.5;\n  color: var(--color-text-primary);\n  background: var(--color-bg-page);\n}\n\n/* ── App shell ────────────────────────────────────────────────────────────── */\n\n.app-header {\n  display: flex;\n  align-items: center;\n  justify-content: space-between;\n  padding: 0.75rem 1.5rem;\n  background: var(--color-bg-header);\n  color: var(--color-text-on-header-hover);\n}\n\n.app-header h1 {\n  font-size: 1.125rem;\n  font-weight: 600;\n  letter-spacing: -0.01em;\n}\n\n.app-header__right {\n  display: flex;\n  align-items: center;\n  gap: 1.5rem;\n}\n\n.app-header nav a {\n  color: var(--color-text-on-header);\n  text-decoration: none;\n  font-size: 0.875rem;\n}\n\n.app-header nav a:hover {\n  color: var(--color-text-on-header-hover);\n}\n\n.app-main {\n  max-width: 72rem;\n  margin: 1.5rem auto;\n  padding: 0 1.5rem;\n}\n\n/* ── Queue header ─────────────────────────────────────────────────────────── */\n\n.queue-header {\n  display: flex;\n  align-items: center;\n  justify-content: space-between;\n  margin-bottom: 1rem;\n}\n\n.queue-header h2 {\n  font-size: 1.25rem;\n  font-weight: 700;\n}\n\n/* ── Stats bar ────────────────────────────────────────────────────────────── */\n\n.stats-bar {\n  display: flex;\n  gap: 0.75rem;\n  margin-bottom: 1rem;\n}\n\n.stats-card {\n  flex: 1;\n  display: flex;\n  flex-direction: column;\n  align-items: center;\n  padding: 0.75rem;\n  border-radius: 0.5rem;\n  background: var(--color-bg-surface);\n  border: 1px solid var(--color-border);\n  box-shadow: 0 1px 3px var(--color-shadow);\n}\n\n.stats-card__count {\n  font-size: 1.5rem;\n  font-weight: 700;\n  line-height: 1;\n}\n\n.stats-card__label {\n  font-size: 0.75rem;\n  text-transform: uppercase;\n  letter-spacing: 0.04em;\n  color: var(--color-text-secondary);\n  margin-top: 0.25rem;\n}\n\n.stats-card--pending .stats-card__count { color: var(--color-badge-pending-text); }\n.stats-card--approved .stats-card__count { color: var(--color-badge-approved-text); }\n.stats-card--edited .stats-card__count { color: var(--color-badge-edited-text); }\n.stats-card--rejected .stats-card__count { color: var(--color-badge-rejected-text); }\n\n/* ── Filter tabs ──────────────────────────────────────────────────────────── */\n\n.filter-tabs {\n  display: flex;\n  gap: 0;\n  border-bottom: 2px solid var(--color-border);\n  margin-bottom: 1rem;\n}\n\n.filter-tab {\n  padding: 0.5rem 1rem;\n  border: none;\n  background: none;\n  font-size: 0.875rem;\n  font-weight: 500;\n  color: var(--color-text-secondary);\n  cursor: pointer;\n  border-bottom: 2px solid transparent;\n  margin-bottom: -2px;\n  transition: color 0.15s, border-color 0.15s;\n}\n\n.filter-tab:hover {\n  color: var(--color-text-primary);\n}\n\n.filter-tab--active {\n  color: var(--color-text-active);\n  border-bottom-color: var(--color-border-active);\n}\n\n/* ── Cards ────────────────────────────────────────────────────────────────── */\n\n.card {\n  background: var(--color-bg-surface);\n  border: 1px solid var(--color-border);\n  border-radius: 0.5rem;\n  padding: 1.25rem;\n  margin-bottom: 1rem;\n  box-shadow: 0 1px 3px var(--color-shadow);\n}\n\n.card h2 {\n  font-size: 1rem;\n  font-weight: 600;\n  margin-bottom: 0.5rem;\n}\n\n.card p {\n  font-size: 0.875rem;\n  color: var(--color-text-secondary);\n}\n\n/* ── Queue cards ──────────────────────────────────────────────────────────── */\n\n.queue-list {\n  display: flex;\n  flex-direction: column;\n  gap: 0.5rem;\n}\n\n.queue-card {\n  display: block;\n  background: var(--color-bg-surface);\n  border: 1px solid var(--color-border);\n  border-radius: 0.5rem;\n  padding: 1rem 1.25rem;\n  text-decoration: none;\n  color: inherit;\n  box-shadow: 0 1px 3px var(--color-shadow);\n  transition: border-color 0.15s, box-shadow 0.15s;\n}\n\n.queue-card:hover {\n  border-color: var(--color-accent-hover);\n  box-shadow: 0 2px 8px var(--color-accent-subtle);\n}\n\n.queue-card__header {\n  display: flex;\n  align-items: center;\n  justify-content: space-between;\n  margin-bottom: 0.375rem;\n}\n\n.queue-card__title {\n  font-size: 0.9375rem;\n  font-weight: 600;\n}\n\n.queue-card__summary {\n  font-size: 0.8125rem;\n  color: var(--color-text-secondary);\n  margin-bottom: 0.375rem;\n  line-height: 1.4;\n}\n\n.queue-card__meta {\n  display: flex;\n  align-items: center;\n  gap: 0.375rem;\n  font-size: 0.75rem;\n  color: var(--color-text-muted);\n}\n\n.queue-card__separator {\n  color: var(--color-border);\n}\n\n/* ── Status badges ────────────────────────────────────────────────────────── */\n\n.badge {\n  display: inline-block;\n  padding: 0.125rem 0.5rem;\n  border-radius: 9999px;\n  font-size: 0.75rem;\n  font-weight: 600;\n  text-transform: capitalize;\n}\n\n.badge--pending {\n  background: var(--color-badge-pending-bg);\n  color: var(--color-badge-pending-text);\n}\n\n.badge--approved {\n  background: var(--color-badge-approved-bg);\n  color: var(--color-badge-approved-text);\n}\n\n.badge--edited {\n  background: var(--color-badge-edited-bg);\n  color: var(--color-badge-edited-text);\n}\n\n.badge--rejected {\n  background: var(--color-badge-rejected-bg);\n  color: var(--color-badge-rejected-text);\n}\n\n/* ── Buttons ──────────────────────────────────────────────────────────────── */\n\n.btn {\n  display: inline-flex;\n  align-items: center;\n  gap: 0.375rem;\n  padding: 0.5rem 1rem;\n  border: 1px solid var(--color-border);\n  border-radius: 0.375rem;\n  font-size: 0.8125rem;\n  font-weight: 500;\n  cursor: pointer;\n  background: var(--color-bg-surface);\n  color: var(--color-text-primary);\n  transition: background 0.15s, border-color 0.15s, opacity 0.15s;\n}\n\n.btn:hover {\n  background: var(--color-bg-surface-hover);\n  border-color: var(--color-text-muted);\n}\n\n.btn:disabled {\n  opacity: 0.5;\n  cursor: not-allowed;\n}\n\n.btn--approve {\n  background: var(--color-btn-approve);\n  color: var(--color-text-on-header-hover);\n  border-color: var(--color-btn-approve);\n}\n\n.btn--approve:hover {\n  background: var(--color-btn-approve-hover);\n}\n\n.btn--reject {\n  background: var(--color-btn-reject);\n  color: var(--color-text-on-header-hover);\n  border-color: var(--color-btn-reject);\n}\n\n.btn--reject:hover {\n  background: var(--color-btn-reject-hover);\n}\n\n/* ── Mode toggle ──────────────────────────────────────────────────────────── */\n\n.mode-toggle {\n  display: flex;\n  align-items: center;\n  gap: 0.5rem;\n  font-size: 0.8125rem;\n}\n\n.mode-toggle__dot {\n  display: inline-block;\n  width: 0.5rem;\n  height: 0.5rem;\n  border-radius: 50%;\n}\n\n.mode-toggle__dot--review {\n  background: var(--color-toggle-review);\n}\n\n.mode-toggle__dot--auto {\n  background: var(--color-toggle-auto);\n}\n\n.mode-toggle__label {\n  color: var(--color-text-on-header-label);\n  white-space: nowrap;\n  overflow: hidden;\n  text-overflow: ellipsis;\n  max-width: 6rem;\n}\n\n.mode-toggle__switch {\n  position: relative;\n  width: 2.5rem;\n  height: 1.25rem;\n  background: var(--color-toggle-track);\n  border: none;\n  border-radius: 9999px;\n  cursor: pointer;\n  transition: background 0.2s;\n  flex-shrink: 0;\n}\n\n.mode-toggle__switch--active {\n  background: var(--color-toggle-track-active);\n}\n\n.mode-toggle__switch::after {\n  content: \"\";\n  position: absolute;\n  top: 0.125rem;\n  left: 0.125rem;\n  width: 1rem;\n  height: 1rem;\n  background: var(--color-toggle-thumb);\n  border-radius: 50%;\n  transition: transform 0.2s;\n}\n\n.mode-toggle__switch--active::after {\n  transform: translateX(1.25rem);\n}\n\n.mode-toggle__switch:disabled {\n  opacity: 0.5;\n  cursor: not-allowed;\n}\n\n/* ── Pagination ───────────────────────────────────────────────────────────── */\n\n.pagination {\n  display: flex;\n  align-items: center;\n  justify-content: center;\n  gap: 1rem;\n  margin-top: 1.25rem;\n  padding: 0.75rem 0;\n}\n\n.pagination__info {\n  font-size: 0.8125rem;\n  color: var(--color-text-secondary);\n}\n\n/* ── Detail page ──────────────────────────────────────────────────────────── */\n\n.back-link {\n  display: inline-block;\n  font-size: 0.875rem;\n  color: var(--color-text-secondary);\n  text-decoration: none;\n  margin-bottom: 0.5rem;\n}\n\n.back-link:hover {\n  color: var(--color-text-primary);\n}\n\n.detail-header {\n  display: flex;\n  align-items: center;\n  gap: 0.75rem;\n  margin-bottom: 1rem;\n}\n\n.detail-header h2 {\n  font-size: 1.25rem;\n  font-weight: 700;\n}\n\n.detail-card {\n  display: grid;\n  grid-template-columns: 1fr 1fr;\n  gap: 1rem;\n}\n\n.detail-field {\n  display: flex;\n  flex-direction: column;\n  gap: 0.125rem;\n}\n\n.detail-field label {\n  font-size: 0.6875rem;\n  font-weight: 600;\n  text-transform: uppercase;\n  letter-spacing: 0.04em;\n  color: var(--color-text-muted);\n}\n\n.detail-field span,\n.detail-field p {\n  font-size: 0.875rem;\n  color: var(--color-text-primary);\n}\n\n.detail-field--full {\n  grid-column: 1 / -1;\n}\n\n.detail-transcript {\n  background: var(--color-bg-transcript);\n  padding: 0.75rem;\n  border-radius: 0.375rem;\n  font-size: 0.8125rem;\n  line-height: 1.6;\n  white-space: pre-wrap;\n  max-height: 20rem;\n  overflow-y: auto;\n}\n\n/* ── Action bar ───────────────────────────────────────────────────────────── */\n\n.action-bar {\n  display: flex;\n  flex-wrap: wrap;\n  gap: 0.5rem;\n  margin-top: 1rem;\n}\n\n.action-error {\n  background: var(--color-error-bg);\n  border: 1px solid var(--color-error-border);\n  border-radius: 0.375rem;\n  padding: 0.5rem 0.75rem;\n  color: var(--color-badge-rejected-text);\n  font-size: 0.8125rem;\n  margin-top: 0.75rem;\n  margin-bottom: 0.75rem;\n}\n\n/* ── Edit form ────────────────────────────────────────────────────────────── */\n\n.edit-form {\n  margin-top: 1rem;\n}\n\n.edit-form h3 {\n  font-size: 1rem;\n  font-weight: 600;\n  margin-bottom: 0.75rem;\n}\n\n.edit-field {\n  margin-bottom: 0.75rem;\n}\n\n.edit-field label {\n  display: block;\n  font-size: 0.75rem;\n  font-weight: 600;\n  color: var(--color-text-secondary);\n  margin-bottom: 0.25rem;\n}\n\n.edit-field input,\n.edit-field textarea,\n.edit-field select {\n  width: 100%;\n  padding: 0.5rem 0.75rem;\n  border: 1px solid var(--color-border);\n  border-radius: 0.375rem;\n  font-size: 0.875rem;\n  font-family: inherit;\n  line-height: 1.5;\n  color: var(--color-text-primary);\n  background: var(--color-bg-input);\n  transition: border-color 0.15s;\n}\n\n.edit-field input:focus,\n.edit-field textarea:focus,\n.edit-field select:focus {\n  outline: none;\n  border-color: var(--color-accent);\n  box-shadow: 0 0 0 2px var(--color-accent-focus);\n}\n\n.edit-actions {\n  display: flex;\n  gap: 0.5rem;\n  margin-top: 1rem;\n}\n\n/* ── Dialogs (modal overlays) ─────────────────────────────────────────────── */\n\n.dialog-overlay {\n  position: fixed;\n  inset: 0;\n  background: var(--color-overlay);\n  display: flex;\n  align-items: center;\n  justify-content: center;\n  z-index: 100;\n}\n\n.dialog {\n  background: var(--color-bg-surface);\n  border-radius: 0.75rem;\n  padding: 1.5rem;\n  width: 90%;\n  max-width: 28rem;\n  box-shadow: 0 10px 40px var(--color-shadow-heavy);\n}\n\n.dialog h3 {\n  font-size: 1.125rem;\n  font-weight: 600;\n  margin-bottom: 0.5rem;\n}\n\n.dialog__hint {\n  font-size: 0.8125rem;\n  color: var(--color-text-secondary);\n  margin-bottom: 1rem;\n}\n\n.dialog__actions {\n  display: flex;\n  gap: 0.5rem;\n  margin-top: 1rem;\n}\n\n/* ── Loading / empty states ───────────────────────────────────────────────── */\n\n.loading {\n  text-align: center;\n  padding: 3rem 1rem;\n  color: var(--color-text-secondary);\n  font-size: 0.875rem;\n}\n\n.empty-state {\n  text-align: center;\n  padding: 3rem 1rem;\n  color: var(--color-text-muted);\n  font-size: 0.875rem;\n}\n\n.error-text {\n  color: var(--color-error);\n}\n\n/* ── Responsive ───────────────────────────────────────────────────────────── */\n\n@media (max-width: 640px) {\n  .stats-bar {\n    flex-direction: column;\n    gap: 0.5rem;\n  }\n\n  .stats-card {\n    flex-direction: row;\n    justify-content: space-between;\n  }\n\n  .detail-card {\n    grid-template-columns: 1fr;\n  }\n\n  .queue-header {\n    flex-direction: column;\n    align-items: flex-start;\n    gap: 0.5rem;\n  }\n\n  .action-bar {\n    flex-direction: column;\n  }\n\n  .action-bar .btn {\n    width: 100%;\n    justify-content: center;\n  }\n\n  .app-header {\n    flex-direction: column;\n    gap: 0.5rem;\n  }\n\n  .app-header__right {\n    width: 100%;\n    justify-content: space-between;\n    flex-wrap: wrap;\n  }\n}\n\n/* ══════════════════════════════════════════════════════════════════════════════\n   PUBLIC PAGES\n   ══════════════════════════════════════════════════════════════════════════════ */\n\n/* ── Header brand link ────────────────────────────────────────────────────── */\n\n.app-header__brand {\n  text-decoration: none;\n  color: inherit;\n}\n\n.app-nav {\n  display: flex;\n  align-items: center;\n  gap: 1rem;\n}\n\n.app-nav a {\n  color: var(--color-text-on-header);\n  text-decoration: none;\n  font-size: 0.875rem;\n  transition: color 0.15s;\n}\n\n.app-nav a:hover {\n  color: var(--color-text-on-header-hover);\n}\n\n/* ── Admin dropdown ───────────────────────────────────────────────────────── */\n\n.admin-dropdown {\n  position: relative;\n}\n\n.admin-dropdown__trigger {\n  font-family: inherit;\n  font-size: 0.875rem;\n  color: var(--color-text-on-header);\n  background: none;\n  border: none;\n  cursor: pointer;\n  padding: 0;\n  transition: color 0.15s;\n}\n\n.admin-dropdown__trigger:hover {\n  color: var(--color-text-on-header-hover);\n}\n\n.admin-dropdown__menu {\n  position: absolute;\n  top: calc(100% + 0.5rem);\n  right: 0;\n  min-width: 10rem;\n  background: var(--color-bg-surface);\n  border: 1px solid var(--color-border);\n  border-radius: 0.5rem;\n  box-shadow: 0 4px 16px var(--color-shadow-heavy);\n  z-index: 100;\n  padding: 0.375rem 0;\n}\n\n.admin-dropdown__item {\n  display: block;\n  padding: 0.5rem 1rem;\n  color: var(--color-text-primary);\n  text-decoration: none;\n  font-size: 0.875rem;\n  transition: background 0.12s;\n}\n\n.admin-dropdown__item:hover {\n  background: var(--color-bg-surface-hover);\n}\n\n/* ── Home / Hero ──────────────────────────────────────────────────────────── */\n\n.home-hero {\n  text-align: center;\n  padding: 3rem 1rem 2rem;\n}\n\n.home-hero__title {\n  font-size: 2.25rem;\n  font-weight: 800;\n  letter-spacing: -0.02em;\n  margin-bottom: 0.375rem;\n}\n\n.home-hero__subtitle {\n  font-size: 1rem;\n  color: var(--color-text-secondary);\n  margin-bottom: 1.5rem;\n}\n\n/* ── Search form ──────────────────────────────────────────────────────────── */\n\n.search-container {\n  position: relative;\n  max-width: 36rem;\n  margin: 0 auto;\n}\n\n.search-form {\n  display: flex;\n  gap: 0.5rem;\n}\n\n.search-form--hero {\n  justify-content: center;\n}\n\n.search-form--inline {\n  margin-bottom: 1.25rem;\n}\n\n.search-input {\n  flex: 1;\n  padding: 0.625rem 1rem;\n  border: 1px solid var(--color-border);\n  border-radius: 0.5rem;\n  font-size: 0.9375rem;\n  font-family: inherit;\n  color: var(--color-text-primary);\n  background: var(--color-bg-input);\n  transition: border-color 0.15s, box-shadow 0.15s;\n}\n\n.search-input:focus {\n  outline: none;\n  border-color: var(--color-accent);\n  box-shadow: 0 0 0 3px var(--color-accent-focus);\n}\n\n.search-input--hero {\n  padding: 0.75rem 1.25rem;\n  font-size: 1.0625rem;\n  border-radius: 0.625rem;\n}\n\n.btn--search {\n  background: var(--color-btn-search-bg);\n  color: var(--color-btn-search-text);\n  border-color: var(--color-btn-search-bg);\n  border-radius: 0.5rem;\n  padding: 0.625rem 1.25rem;\n  font-weight: 600;\n}\n\n.btn--search:hover {\n  background: var(--color-btn-search-hover-bg);\n}\n\n/* ── Typeahead dropdown ───────────────────────────────────────────────────── */\n\n.typeahead-dropdown {\n  position: absolute;\n  top: calc(100% + 0.25rem);\n  left: 0;\n  right: 0;\n  background: var(--color-bg-surface);\n  border: 1px solid var(--color-border);\n  border-radius: 0.5rem;\n  box-shadow: 0 8px 24px var(--color-shadow-heavy);\n  z-index: 50;\n  overflow: hidden;\n}\n\n.typeahead-item {\n  display: flex;\n  justify-content: space-between;\n  align-items: center;\n  padding: 0.625rem 1rem;\n  text-decoration: none;\n  color: inherit;\n  transition: background 0.1s;\n}\n\n.typeahead-item:hover {\n  background: var(--color-bg-surface-hover);\n}\n\n.typeahead-item__title {\n  font-size: 0.875rem;\n  font-weight: 500;\n}\n\n.typeahead-item__meta {\n  display: flex;\n  align-items: center;\n  gap: 0.5rem;\n  font-size: 0.75rem;\n  color: var(--color-text-secondary);\n}\n\n.typeahead-item__type {\n  padding: 0.0625rem 0.375rem;\n  border-radius: 0.25rem;\n  font-size: 0.6875rem;\n  font-weight: 600;\n  text-transform: uppercase;\n  letter-spacing: 0.02em;\n}\n\n.typeahead-item__type--technique_page {\n  background: var(--color-badge-type-technique-bg);\n  color: var(--color-badge-type-technique-text);\n}\n\n.typeahead-item__type--key_moment {\n  background: var(--color-badge-type-moment-bg);\n  color: var(--color-badge-type-moment-text);\n}\n\n.typeahead-see-all {\n  display: block;\n  padding: 0.5rem 1rem;\n  text-align: center;\n  font-size: 0.8125rem;\n  color: var(--color-typeahead-see-all);\n  text-decoration: none;\n  border-top: 1px solid var(--color-border);\n  transition: background 0.1s;\n}\n\n.typeahead-see-all:hover {\n  background: var(--color-bg-surface-hover);\n}\n\n/* ── Navigation cards ─────────────────────────────────────────────────────── */\n\n.nav-cards {\n  display: grid;\n  grid-template-columns: repeat(2, 1fr);\n  gap: 1rem;\n  max-width: 36rem;\n  margin: 0 auto 2rem;\n}\n\n.nav-card {\n  display: block;\n  padding: 1.5rem;\n  background: var(--color-bg-surface);\n  border: 1px solid var(--color-border);\n  border-radius: 0.625rem;\n  text-decoration: none;\n  color: inherit;\n  box-shadow: 0 1px 3px var(--color-shadow);\n  transition: border-color 0.15s, box-shadow 0.15s, transform 0.15s;\n}\n\n.nav-card:hover {\n  border-color: var(--color-accent-hover);\n  box-shadow: 0 4px 12px var(--color-accent-subtle);\n  transform: translateY(-1px);\n}\n\n.nav-card__title {\n  font-size: 1.0625rem;\n  font-weight: 700;\n  margin-bottom: 0.25rem;\n}\n\n.nav-card__desc {\n  font-size: 0.8125rem;\n  color: var(--color-text-secondary);\n  line-height: 1.4;\n}\n\n/* ── Recently Added section ───────────────────────────────────────────────── */\n\n.recent-section {\n  max-width: 36rem;\n  margin: 0 auto 2rem;\n}\n\n.recent-section__title {\n  font-size: 1.125rem;\n  font-weight: 700;\n  margin-bottom: 0.75rem;\n}\n\n.recent-list {\n  display: flex;\n  flex-direction: column;\n  gap: 0.5rem;\n}\n\n.recent-card {\n  display: flex;\n  flex-direction: column;\n  gap: 0.25rem;\n  padding: 0.875rem 1rem;\n  background: var(--color-bg-surface);\n  border: 1px solid var(--color-border);\n  border-radius: 0.5rem;\n  text-decoration: none;\n  color: inherit;\n  transition: border-color 0.15s, box-shadow 0.15s;\n}\n\n.recent-card:hover {\n  border-color: var(--color-accent-hover);\n  box-shadow: 0 2px 8px var(--color-accent-subtle);\n}\n\n.recent-card__title {\n  font-size: 0.9375rem;\n  font-weight: 600;\n}\n\n.recent-card__meta {\n  display: flex;\n  align-items: center;\n  gap: 0.5rem;\n  flex-wrap: wrap;\n}\n\n.recent-card__summary {\n  font-size: 0.8125rem;\n  color: var(--color-text-secondary);\n  line-height: 1.4;\n}\n\n/* ── Search results page ──────────────────────────────────────────────────── */\n\n.search-results-page {\n  max-width: 64rem;\n}\n\n.search-fallback-banner {\n  padding: 0.5rem 0.75rem;\n  background: var(--color-banner-amber-bg);\n  border: 1px solid var(--color-banner-amber-border);\n  border-radius: 0.375rem;\n  font-size: 0.8125rem;\n  color: var(--color-banner-amber-text);\n  margin-bottom: 1rem;\n}\n\n.search-group {\n  margin-bottom: 1.5rem;\n}\n\n.search-group__title {\n  font-size: 1rem;\n  font-weight: 700;\n  margin-bottom: 0.5rem;\n  color: var(--color-text-primary);\n}\n\n.search-group__list {\n  display: flex;\n  flex-direction: column;\n  gap: 0.5rem;\n}\n\n.search-result-card {\n  display: block;\n  padding: 1rem 1.25rem;\n  background: var(--color-bg-surface);\n  border: 1px solid var(--color-border);\n  border-radius: 0.5rem;\n  text-decoration: none;\n  color: inherit;\n  box-shadow: 0 1px 3px var(--color-shadow);\n  transition: border-color 0.15s, box-shadow 0.15s;\n}\n\n.search-result-card:hover {\n  border-color: var(--color-accent-hover);\n  box-shadow: 0 2px 8px var(--color-accent-subtle);\n}\n\n.search-result-card__header {\n  display: flex;\n  align-items: center;\n  justify-content: space-between;\n  margin-bottom: 0.25rem;\n}\n\n.search-result-card__title {\n  font-size: 0.9375rem;\n  font-weight: 600;\n}\n\n.search-result-card__summary {\n  font-size: 0.8125rem;\n  color: var(--color-text-secondary);\n  line-height: 1.4;\n  margin-bottom: 0.375rem;\n}\n\n.search-result-card__meta {\n  display: flex;\n  align-items: center;\n  gap: 0.375rem;\n  font-size: 0.75rem;\n  color: var(--color-text-muted);\n  flex-wrap: wrap;\n}\n\n.search-result-card__tags {\n  display: inline-flex;\n  gap: 0.25rem;\n  margin-left: 0.25rem;\n}\n\n/* ── Pills / tags ─────────────────────────────────────────────────────────── */\n\n.pill {\n  display: inline-block;\n  padding: 0.0625rem 0.5rem;\n  border-radius: 9999px;\n  font-size: 0.6875rem;\n  font-weight: 500;\n  background: var(--color-pill-bg);\n  color: var(--color-pill-text);\n}\n\n.pill--plugin {\n  background: var(--color-pill-plugin-bg);\n  color: var(--color-pill-plugin-text);\n}\n\n.pill-list {\n  display: flex;\n  flex-wrap: wrap;\n  gap: 0.375rem;\n}\n\n.badge--category {\n  background: var(--color-badge-category-bg);\n  color: var(--color-badge-category-text);\n}\n\n.badge--cat-sound-design { background: var(--color-badge-cat-sound-design-bg); color: var(--color-badge-cat-sound-design-text); }\n.badge--cat-mixing { background: var(--color-badge-cat-mixing-bg); color: var(--color-badge-cat-mixing-text); }\n.badge--cat-synthesis { background: var(--color-badge-cat-synthesis-bg); color: var(--color-badge-cat-synthesis-text); }\n.badge--cat-arrangement { background: var(--color-badge-cat-arrangement-bg); color: var(--color-badge-cat-arrangement-text); }\n.badge--cat-workflow { background: var(--color-badge-cat-workflow-bg); color: var(--color-badge-cat-workflow-text); }\n.badge--cat-mastering { background: var(--color-badge-cat-mastering-bg); color: var(--color-badge-cat-mastering-text); }\n\n.badge--type {\n  font-size: 0.6875rem;\n  text-transform: uppercase;\n  letter-spacing: 0.02em;\n}\n\n.badge--type-technique_page {\n  background: var(--color-badge-type-technique-bg);\n  color: var(--color-badge-type-technique-text);\n}\n\n.badge--type-key_moment {\n  background: var(--color-badge-type-moment-bg);\n  color: var(--color-badge-type-moment-text);\n}\n\n.badge--content-type {\n  background: var(--color-badge-content-type-bg);\n  color: var(--color-badge-content-type-text);\n  font-size: 0.6875rem;\n}\n\n.badge--quality {\n  font-size: 0.6875rem;\n  text-transform: capitalize;\n}\n\n.badge--quality-structured {\n  background: var(--color-badge-quality-structured-bg);\n  color: var(--color-badge-quality-structured-text);\n}\n\n.badge--quality-unstructured {\n  background: var(--color-badge-quality-unstructured-bg);\n  color: var(--color-badge-quality-unstructured-text);\n}\n\n/* ── Technique page ───────────────────────────────────────────────────────── */\n\n.technique-page {\n  max-width: 64rem;\n}\n\n.technique-columns {\n  display: grid;\n  grid-template-columns: 1fr 22rem;\n  gap: 2rem;\n  align-items: start;\n}\n\n.technique-columns__main {\n  min-width: 0; /* prevent grid blowout */\n}\n\n.technique-columns__sidebar {\n  position: sticky;\n  top: 1.5rem;\n}\n\n@media (max-width: 768px) {\n  .technique-columns {\n    grid-template-columns: 1fr;\n  }\n  .technique-columns__sidebar {\n    position: static;\n  }\n}\n\n.technique-404 {\n  text-align: center;\n  padding: 3rem 1rem;\n}\n\n.technique-404 h2 {\n  font-size: 1.5rem;\n  font-weight: 700;\n  margin-bottom: 0.5rem;\n}\n\n.technique-404 p {\n  color: var(--color-text-secondary);\n  margin-bottom: 1.5rem;\n}\n\n.technique-banner {\n  padding: 0.625rem 1rem;\n  border-radius: 0.375rem;\n  font-size: 0.8125rem;\n  margin-bottom: 1rem;\n}\n\n.technique-banner--amber {\n  background: var(--color-banner-amber-bg);\n  border: 1px solid var(--color-banner-amber-border);\n  color: var(--color-banner-amber-text);\n}\n\n.technique-header {\n  margin-bottom: 1.5rem;\n}\n\n.technique-header__title {\n  font-size: 1.75rem;\n  font-weight: 800;\n  letter-spacing: -0.02em;\n  margin-bottom: 0.5rem;\n  line-height: 1.2;\n}\n\n.technique-header__meta {\n  display: flex;\n  align-items: center;\n  gap: 0.5rem;\n  flex-wrap: wrap;\n}\n\n.technique-header__tags {\n  display: inline-flex;\n  gap: 0.25rem;\n}\n\n.technique-header__creator-block {\n  display: flex;\n  align-items: center;\n  gap: 0.5rem;\n  flex-wrap: wrap;\n  margin-bottom: 0.5rem;\n}\n\n.technique-header__creator-link {\n  font-size: 1.125rem;\n  font-weight: 600;\n  color: var(--color-link-accent);\n  text-decoration: none;\n}\n\n.technique-header__creator-link:hover {\n  text-decoration: underline;\n  color: var(--color-accent-hover);\n}\n\n.pill--genre-small {\n  font-size: 0.625rem;\n  padding: 0.0625rem 0.375rem;\n  background: var(--color-pill-bg);\n  color: var(--color-text-secondary);\n}\n\n.technique-header__stats {\n  font-size: 0.8125rem;\n  color: var(--color-text-secondary);\n  margin-top: 0.5rem;\n}\n\n/* ── Technique prose / sections ───────────────────────────────────────────── */\n\n.technique-summary {\n  margin-bottom: 1.5rem;\n}\n\n.technique-summary p {\n  font-size: 1rem;\n  color: var(--color-text-primary);\n  line-height: 1.6;\n}\n\n.technique-prose {\n  margin-bottom: 2rem;\n}\n\n.technique-prose__section {\n  margin-bottom: 1.5rem;\n}\n\n.technique-prose__section h2 {\n  font-size: 1.25rem;\n  font-weight: 700;\n  margin-bottom: 0.5rem;\n}\n\n.technique-prose__section p {\n  font-size: 0.9375rem;\n  color: var(--color-text-primary);\n  line-height: 1.7;\n}\n\n.technique-prose__json {\n  background: var(--color-bg-transcript);\n  padding: 0.75rem;\n  border-radius: 0.375rem;\n  font-size: 0.8125rem;\n  overflow-x: auto;\n  line-height: 1.5;\n}\n\n/* ── Key moments list ─────────────────────────────────────────────────────── */\n\n.technique-moments {\n  margin-bottom: 2rem;\n}\n\n.technique-moments h2 {\n  font-size: 1.25rem;\n  font-weight: 700;\n  margin-bottom: 0.75rem;\n}\n\n.technique-moments__list {\n  list-style: none;\n  display: flex;\n  flex-direction: column;\n  gap: 0.75rem;\n}\n\n.technique-moment {\n  padding: 0.875rem 1rem;\n  background: var(--color-bg-surface);\n  border: 1px solid var(--color-border);\n  border-radius: 0.5rem;\n}\n\n.technique-moment__title {\n  display: block;\n  margin: 0 0 0.25rem 0;\n  font-size: 0.9375rem;\n  font-weight: 600;\n  line-height: 1.3;\n}\n\n.technique-moment__meta {\n  display: flex;\n  align-items: center;\n  gap: 0.5rem;\n  margin-bottom: 0.25rem;\n  flex-wrap: wrap;\n}\n\n.technique-moment__time {\n  font-size: 0.75rem;\n  color: var(--color-text-secondary);\n  font-variant-numeric: tabular-nums;\n}\n\n.technique-moment__source {\n  font-size: 0.75rem;\n  color: var(--color-text-muted);\n  font-family: \"SF Mono\", \"Fira Code\", \"Fira Mono\", \"Roboto Mono\", monospace;\n  max-width: 20rem;\n  overflow: hidden;\n  text-overflow: ellipsis;\n  white-space: nowrap;\n}\n\n.technique-moment__summary {\n  font-size: 0.8125rem;\n  color: var(--color-text-secondary);\n  line-height: 1.5;\n}\n\n/* ── Signal chains ────────────────────────────────────────────────────────── */\n\n.technique-chains {\n  margin-bottom: 2rem;\n}\n\n.technique-chains h2 {\n  font-size: 1.25rem;\n  font-weight: 700;\n  margin-bottom: 0.75rem;\n}\n\n.technique-chain {\n  margin-bottom: 1rem;\n  padding: 1rem;\n  background: var(--color-bg-surface);\n  border: 1px solid var(--color-border);\n  border-radius: 0.5rem;\n}\n\n.technique-chain h3 {\n  font-size: 1rem;\n  font-weight: 600;\n  margin-bottom: 0.5rem;\n}\n\n.technique-chain__flow {\n  font-family: \"SF Mono\", \"Fira Code\", \"Fira Mono\", \"Roboto Mono\", monospace;\n  font-size: 0.875rem;\n  line-height: 1.8;\n  color: var(--color-text-primary);\n  background: var(--color-bg-transcript);\n  padding: 0.75rem 1rem;\n  border-radius: 0.375rem;\n  display: flex;\n  flex-wrap: wrap;\n  align-items: center;\n}\n\n.technique-chain__arrow {\n  color: var(--color-accent);\n}\n\n.technique-chain__step {\n  display: inline;\n}\n\n/* ── Plugins ──────────────────────────────────────────────────────────────── */\n\n.technique-plugins {\n  margin-bottom: 2rem;\n}\n\n.technique-plugins h2 {\n  font-size: 1.25rem;\n  font-weight: 700;\n  margin-bottom: 0.5rem;\n}\n\n/* ── Related techniques ───────────────────────────────────────────────────── */\n\n.technique-related {\n  margin-bottom: 2rem;\n}\n\n.technique-related h2 {\n  font-size: 1.25rem;\n  font-weight: 700;\n  margin-bottom: 0.5rem;\n}\n\n.technique-related__list {\n  list-style: none;\n  display: flex;\n  flex-direction: column;\n  gap: 0.375rem;\n}\n\n.technique-related__list a {\n  color: var(--color-link-accent);\n  text-decoration: none;\n  font-size: 0.9375rem;\n}\n\n.technique-related__list a:hover {\n  text-decoration: underline;\n}\n\n.technique-related__rel {\n  font-size: 0.75rem;\n  color: var(--color-text-muted);\n  margin-left: 0.375rem;\n}\n\n/* ══════════════════════════════════════════════════════════════════════════════\n   CREATORS BROWSE\n   ══════════════════════════════════════════════════════════════════════════════ */\n\n.creators-browse {\n  max-width: 56rem;\n}\n\n.creators-browse__title {\n  font-size: 1.75rem;\n  font-weight: 800;\n  letter-spacing: -0.02em;\n  margin-bottom: 0.25rem;\n}\n\n.creators-browse__subtitle {\n  font-size: 0.9375rem;\n  color: var(--color-text-secondary);\n  margin-bottom: 1.25rem;\n}\n\n/* ── Controls row ─────────────────────────────────────────────────────────── */\n\n.creators-controls {\n  display: flex;\n  align-items: center;\n  gap: 1rem;\n  margin-bottom: 1rem;\n  flex-wrap: wrap;\n}\n\n.sort-toggle {\n  display: inline-flex;\n  border: 1px solid var(--color-sort-btn-border);\n  border-radius: 0.375rem;\n  overflow: hidden;\n}\n\n.sort-toggle__btn {\n  padding: 0.375rem 0.75rem;\n  border: none;\n  background: var(--color-sort-btn-bg);\n  font-size: 0.8125rem;\n  font-weight: 500;\n  color: var(--color-sort-btn-text);\n  cursor: pointer;\n  transition: background 0.15s, color 0.15s;\n}\n\n.sort-toggle__btn + .sort-toggle__btn {\n  border-left: 1px solid var(--color-sort-btn-border);\n}\n\n.sort-toggle__btn:hover {\n  background: var(--color-sort-btn-hover-bg);\n  color: var(--color-sort-btn-hover-text);\n}\n\n.sort-toggle__btn--active {\n  background: var(--color-sort-btn-active-bg);\n  color: var(--color-sort-btn-active-text);\n}\n\n.sort-toggle__btn--active:hover {\n  background: var(--color-sort-btn-active-hover-bg);\n}\n\n.creators-filter-input {\n  flex: 1;\n  min-width: 12rem;\n  padding: 0.5rem 0.75rem;\n  border: 1px solid var(--color-border);\n  border-radius: 0.375rem;\n  font-size: 0.875rem;\n  font-family: inherit;\n  color: var(--color-text-primary);\n  background: var(--color-bg-input);\n  transition: border-color 0.15s, box-shadow 0.15s;\n}\n\n.creators-filter-input:focus {\n  outline: none;\n  border-color: var(--color-accent);\n  box-shadow: 0 0 0 2px var(--color-accent-focus);\n}\n\n/* ── Genre pills ──────────────────────────────────────────────────────────── */\n\n.genre-pills {\n  display: flex;\n  flex-wrap: wrap;\n  gap: 0.375rem;\n  margin-bottom: 1.25rem;\n}\n\n.genre-pill {\n  display: inline-block;\n  padding: 0.25rem 0.75rem;\n  border: 1px solid var(--color-genre-pill-border);\n  border-radius: 9999px;\n  font-size: 0.75rem;\n  font-weight: 500;\n  background: var(--color-genre-pill-bg);\n  color: var(--color-genre-pill-text);\n  cursor: pointer;\n  transition: background 0.15s, border-color 0.15s, color 0.15s;\n}\n\n.genre-pill:hover {\n  border-color: var(--color-genre-pill-hover-border);\n  background: var(--color-genre-pill-hover-bg);\n}\n\n.genre-pill--active {\n  background: var(--color-genre-pill-active-bg);\n  color: var(--color-genre-pill-active-text);\n  border-color: var(--color-genre-pill-active-border);\n}\n\n.genre-pill--active:hover {\n  background: var(--color-genre-pill-active-hover-bg);\n}\n\n/* ── Creator list ─────────────────────────────────────────────────────────── */\n\n.creators-list {\n  display: flex;\n  flex-direction: column;\n  gap: 0.5rem;\n}\n\n.creator-row {\n  display: flex;\n  align-items: center;\n  gap: 1rem;\n  padding: 0.875rem 1.25rem;\n  background: var(--color-bg-surface);\n  border: 1px solid var(--color-border);\n  border-radius: 0.5rem;\n  text-decoration: none;\n  color: inherit;\n  box-shadow: 0 1px 3px var(--color-shadow);\n  transition: border-color 0.15s, box-shadow 0.15s;\n  flex-wrap: wrap;\n}\n\n.creator-row:hover {\n  border-color: var(--color-accent-hover);\n  box-shadow: 0 2px 8px var(--color-accent-subtle);\n}\n\n.creator-row__name {\n  font-size: 0.9375rem;\n  font-weight: 600;\n  min-width: 10rem;\n}\n\n.creator-row__genres {\n  display: inline-flex;\n  gap: 0.25rem;\n  flex-wrap: wrap;\n}\n\n.creator-row__stats {\n  margin-left: auto;\n  display: flex;\n  align-items: center;\n  gap: 0.375rem;\n  font-size: 0.75rem;\n  color: var(--color-text-secondary);\n  white-space: nowrap;\n}\n\n.creator-row__stat {\n  font-variant-numeric: tabular-nums;\n}\n\n.creator-row__separator {\n  color: var(--color-border);\n}\n\n/* ══════════════════════════════════════════════════════════════════════════════\n   CREATOR DETAIL\n   ══════════════════════════════════════════════════════════════════════════════ */\n\n.creator-detail {\n  max-width: 64rem;\n}\n\n.creator-detail__header {\n  margin-bottom: 1.5rem;\n}\n\n.creator-detail__name {\n  font-size: 1.75rem;\n  font-weight: 800;\n  letter-spacing: -0.02em;\n  margin-bottom: 0.5rem;\n  line-height: 1.2;\n}\n\n.creator-detail__meta {\n  display: flex;\n  align-items: center;\n  gap: 0.75rem;\n  flex-wrap: wrap;\n}\n\n.creator-detail__genres {\n  display: inline-flex;\n  gap: 0.25rem;\n  flex-wrap: wrap;\n}\n\n.creator-detail__stats {\n  font-size: 0.875rem;\n  color: var(--color-text-secondary);\n}\n\n.creator-techniques {\n  margin-top: 1.5rem;\n}\n\n.creator-techniques__title {\n  font-size: 1.25rem;\n  font-weight: 700;\n  margin-bottom: 0.75rem;\n}\n\n.creator-techniques__list {\n  display: flex;\n  flex-direction: column;\n  gap: 0.5rem;\n}\n\n.creator-technique-card {\n  display: flex;\n  flex-direction: column;\n  gap: 0.25rem;\n  padding: 0.875rem 1rem;\n  background: var(--color-bg-surface);\n  border: 1px solid var(--color-border);\n  border-radius: 0.5rem;\n  text-decoration: none;\n  color: inherit;\n  box-shadow: 0 1px 3px var(--color-shadow);\n  transition: border-color 0.15s, box-shadow 0.15s;\n}\n\n.creator-technique-card:hover {\n  border-color: var(--color-accent-hover);\n  box-shadow: 0 2px 8px var(--color-accent-subtle);\n}\n\n.creator-technique-card__title {\n  font-size: 0.9375rem;\n  font-weight: 600;\n}\n\n.creator-technique-card__meta {\n  display: flex;\n  align-items: center;\n  gap: 0.5rem;\n  flex-wrap: wrap;\n}\n\n.creator-technique-card__tags {\n  display: inline-flex;\n  gap: 0.25rem;\n}\n\n.creator-technique-card__summary {\n  font-size: 0.8125rem;\n  color: var(--color-text-secondary);\n  line-height: 1.4;\n}\n\n/* ══════════════════════════════════════════════════════════════════════════════\n   TOPICS BROWSE\n   ══════════════════════════════════════════════════════════════════════════════ */\n\n.topics-browse {\n  max-width: 56rem;\n}\n\n.topics-browse__title {\n  font-size: 1.75rem;\n  font-weight: 800;\n  letter-spacing: -0.02em;\n  margin-bottom: 0.25rem;\n}\n\n.topics-browse__subtitle {\n  font-size: 0.9375rem;\n  color: var(--color-text-secondary);\n  margin-bottom: 1.25rem;\n}\n\n.topics-filter-input {\n  width: 100%;\n  max-width: 24rem;\n  padding: 0.5rem 0.75rem;\n  border: 1px solid var(--color-border);\n  border-radius: 0.375rem;\n  font-size: 0.875rem;\n  font-family: inherit;\n  color: var(--color-text-primary);\n  background: var(--color-bg-input);\n  margin-bottom: 1.25rem;\n  transition: border-color 0.15s, box-shadow 0.15s;\n}\n\n.topics-filter-input:focus {\n  outline: none;\n  border-color: var(--color-accent);\n  box-shadow: 0 0 0 2px var(--color-accent-focus);\n}\n\n/* ── Topics hierarchy ─────────────────────────────────────────────────────── */\n\n.topics-list {\n  display: flex;\n  flex-direction: column;\n  gap: 0.75rem;\n}\n\n.topic-category {\n  background: var(--color-bg-surface);\n  border: 1px solid var(--color-border);\n  border-radius: 0.5rem;\n  overflow: hidden;\n  box-shadow: 0 1px 3px var(--color-shadow);\n}\n\n.topic-category__header {\n  display: flex;\n  align-items: center;\n  gap: 0.625rem;\n  width: 100%;\n  padding: 0.875rem 1.25rem;\n  border: none;\n  background: none;\n  cursor: pointer;\n  text-align: left;\n  font-family: inherit;\n  transition: background 0.15s;\n}\n\n.topic-category__header:hover {\n  background: var(--color-bg-surface-hover);\n}\n\n.topic-category__chevron {\n  font-size: 0.625rem;\n  color: var(--color-text-muted);\n  flex-shrink: 0;\n  width: 0.75rem;\n}\n\n.topic-category__name {\n  font-size: 1rem;\n  font-weight: 700;\n  color: var(--color-text-primary);\n}\n\n.topic-category__desc {\n  font-size: 0.8125rem;\n  color: var(--color-text-secondary);\n  flex: 1;\n}\n\n.topic-category__count {\n  font-size: 0.75rem;\n  color: var(--color-text-muted);\n  white-space: nowrap;\n  margin-left: auto;\n}\n\n/* ── Sub-topics ───────────────────────────────────────────────────────────── */\n\n.topic-subtopics {\n  border-top: 1px solid var(--color-border);\n}\n\n.topic-subtopic {\n  display: flex;\n  align-items: center;\n  justify-content: space-between;\n  padding: 0.625rem 1.25rem 0.625rem 2.75rem;\n  text-decoration: none;\n  color: inherit;\n  font-size: 0.875rem;\n  transition: background 0.1s;\n}\n\n.topic-subtopic:hover {\n  background: var(--color-bg-surface-hover);\n}\n\n.topic-subtopic + .topic-subtopic {\n  border-top: 1px solid var(--color-bg-surface-hover);\n}\n\n.topic-subtopic__name {\n  font-weight: 500;\n  color: var(--color-text-primary);\n  text-transform: capitalize;\n}\n\n.topic-subtopic__counts {\n  display: flex;\n  align-items: center;\n  gap: 0.375rem;\n  font-size: 0.75rem;\n  color: var(--color-text-muted);\n}\n\n.topic-subtopic__count {\n  font-variant-numeric: tabular-nums;\n}\n\n.topic-subtopic__separator {\n  color: var(--color-border);\n}\n\n/* ── Public responsive (extended) ─────────────────────────────────────────── */\n\n@media (max-width: 640px) {\n  .home-hero__title {\n    font-size: 1.75rem;\n  }\n\n  .nav-cards {\n    grid-template-columns: 1fr;\n  }\n\n  .technique-header__title {\n    font-size: 1.375rem;\n  }\n\n\n[Showing lines 1-2000 of 2912. Use offset=2001 to continue.]"}],"details":{"truncation":{"content":"/* ── Theme tokens ──────────────────────────────────────────────────────────── */\n\n:root {\n  /* Backgrounds */\n  --color-bg-page: #0f0f14;\n  --color-bg-surface: #1a1a24;\n  --color-bg-surface-hover: #22222e;\n  --color-bg-input: #1a1a24;\n  --color-bg-header: #0a0a12;\n  --color-bg-header-alt: #14141e;\n  --color-bg-transcript: #12121a;\n\n  /* Text */\n  --color-text-primary: #e2e2ea;\n  --color-text-secondary: #8b8b9a;\n  --color-text-muted: #6b6b7a;\n  --color-text-active: #e2e2ea;\n  --color-text-on-header: rgba(255, 255, 255, 0.8);\n  --color-text-on-header-hover: #fff;\n  --color-text-on-header-label: rgba(255, 255, 255, 0.9);\n\n  /* Borders */\n  --color-border: #2a2a38;\n  --color-border-active: #22d3ee;\n\n  /* Accent (cyan) */\n  --color-accent: #22d3ee;\n  --color-accent-hover: #67e8f9;\n  --color-accent-subtle: rgba(34, 211, 238, 0.1);\n  --color-accent-focus: rgba(34, 211, 238, 0.15);\n\n  /* Shadows / overlays */\n  --color-shadow: rgba(0, 0, 0, 0.2);\n  --color-shadow-heavy: rgba(0, 0, 0, 0.4);\n  --color-overlay: rgba(0, 0, 0, 0.6);\n\n  /* Status badges */\n  --color-badge-pending-bg: #422006;\n  --color-badge-pending-text: #fcd34d;\n  --color-badge-approved-bg: #052e16;\n  --color-badge-approved-text: #6ee7b7;\n  --color-badge-edited-bg: #1e1b4b;\n  --color-badge-edited-text: #93c5fd;\n  --color-badge-rejected-bg: #450a0a;\n  --color-badge-rejected-text: #fca5a5;\n\n  /* Semantic buttons */\n  --color-btn-approve: #059669;\n  --color-btn-approve-hover: #047857;\n  --color-btn-reject: #dc2626;\n  --color-btn-reject-hover: #b91c1c;\n\n  /* Mode toggle (green/amber work on dark) */\n  --color-toggle-review: #10b981;\n  --color-toggle-auto: #f59e0b;\n  --color-toggle-track: #6b7280;\n  --color-toggle-track-active: #059669;\n  --color-toggle-thumb: #fff;\n\n  /* Error */\n  --color-error: #f87171;\n  --color-error-bg: #450a0a;\n  --color-error-border: #7f1d1d;\n\n  /* Fallback / warning banners */\n  --color-banner-amber-bg: #422006;\n  --color-banner-amber-border: #854d0e;\n  --color-banner-amber-text: #fcd34d;\n\n  /* Pills / special badges */\n  --color-pill-bg: #22222e;\n  --color-pill-text: #e2e2ea;\n  --color-pill-plugin-bg: #2e1065;\n  --color-pill-plugin-text: #c4b5fd;\n  --color-badge-category-bg: #1e1b4b;\n  --color-badge-category-text: #93c5fd;\n  --color-badge-type-technique-bg: #1e1b4b;\n  --color-badge-type-technique-text: #93c5fd;\n  --color-badge-type-moment-bg: #422006;\n  --color-badge-type-moment-text: #fcd34d;\n  --color-badge-content-type-bg: #22222e;\n  --color-badge-content-type-text: #e2e2ea;\n  --color-badge-quality-structured-bg: #052e16;\n  --color-badge-quality-structured-text: #6ee7b7;\n  --color-badge-quality-unstructured-bg: #422006;\n  --color-badge-quality-unstructured-text: #fcd34d;\n\n  /* Per-category badge colors */\n  --color-badge-cat-sound-design-bg: #0d3b3b;\n  --color-badge-cat-sound-design-text: #5eead4;\n  --color-badge-cat-mixing-bg: #2e1065;\n  --color-badge-cat-mixing-text: #c4b5fd;\n  --color-badge-cat-synthesis-bg: #0c2461;\n  --color-badge-cat-synthesis-text: #93c5fd;\n  --color-badge-cat-arrangement-bg: #422006;\n  --color-badge-cat-arrangement-text: #fcd34d;\n  --color-badge-cat-workflow-bg: #052e16;\n  --color-badge-cat-workflow-text: #6ee7b7;\n  --color-badge-cat-mastering-bg: #4a1035;\n  --color-badge-cat-mastering-text: #f9a8d4;\n\n  /* Genre pills */\n  --color-genre-pill-bg: #1a1a24;\n  --color-genre-pill-text: #e2e2ea;\n  --color-genre-pill-border: #2a2a38;\n  --color-genre-pill-hover-bg: #22222e;\n  --color-genre-pill-hover-border: #67e8f9;\n  --color-genre-pill-active-bg: #22d3ee;\n  --color-genre-pill-active-text: #0f0f14;\n  --color-genre-pill-active-border: #22d3ee;\n  --color-genre-pill-active-hover-bg: #67e8f9;\n\n  /* Sort toggle */\n  --color-sort-btn-bg: #1a1a24;\n  --color-sort-btn-text: #8b8b9a;\n  --color-sort-btn-border: #2a2a38;\n  --color-sort-btn-hover-bg: #22222e;\n  --color-sort-btn-hover-text: #e2e2ea;\n  --color-sort-btn-active-bg: #22d3ee;\n  --color-sort-btn-active-text: #0f0f14;\n  --color-sort-btn-active-hover-bg: #67e8f9;\n\n  /* Technique page creator link */\n  --color-link-accent: #22d3ee;\n\n  /* Search btn (dark variant) */\n  --color-btn-search-bg: #22d3ee;\n  --color-btn-search-text: #0f0f14;\n  --color-btn-search-hover-bg: #67e8f9;\n\n  /* Typeahead see-all link */\n  --color-typeahead-see-all: #22d3ee;\n}\n\n/* ── Base ─────────────────────────────────────────────────────────────────── */\n\n*,\n*::before,\n*::after {\n  box-sizing: border-box;\n  margin: 0;\n  padding: 0;\n}\n\nhtml,\nbody {\n  overflow-x: hidden;\n}\n\nbody {\n  font-family: -apple-system, BlinkMacSystemFont, \"Segoe UI\", Roboto,\n    \"Helvetica Neue\", Arial, sans-serif;\n  line-height: 1.5;\n  color: var(--color-text-primary);\n  background: var(--color-bg-page);\n}\n\n/* ── App shell ────────────────────────────────────────────────────────────── */\n\n.app-header {\n  display: flex;\n  align-items: center;\n  justify-content: space-between;\n  padding: 0.75rem 1.5rem;\n  background: var(--color-bg-header);\n  color: var(--color-text-on-header-hover);\n}\n\n.app-header h1 {\n  font-size: 1.125rem;\n  font-weight: 600;\n  letter-spacing: -0.01em;\n}\n\n.app-header__right {\n  display: flex;\n  align-items: center;\n  gap: 1.5rem;\n}\n\n.app-header nav a {\n  color: var(--color-text-on-header);\n  text-decoration: none;\n  font-size: 0.875rem;\n}\n\n.app-header nav a:hover {\n  color: var(--color-text-on-header-hover);\n}\n\n.app-main {\n  max-width: 72rem;\n  margin: 1.5rem auto;\n  padding: 0 1.5rem;\n}\n\n/* ── Queue header ─────────────────────────────────────────────────────────── */\n\n.queue-header {\n  display: flex;\n  align-items: center;\n  justify-content: space-between;\n  margin-bottom: 1rem;\n}\n\n.queue-header h2 {\n  font-size: 1.25rem;\n  font-weight: 700;\n}\n\n/* ── Stats bar ────────────────────────────────────────────────────────────── */\n\n.stats-bar {\n  display: flex;\n  gap: 0.75rem;\n  margin-bottom: 1rem;\n}\n\n.stats-card {\n  flex: 1;\n  display: flex;\n  flex-direction: column;\n  align-items: center;\n  padding: 0.75rem;\n  border-radius: 0.5rem;\n  background: var(--color-bg-surface);\n  border: 1px solid var(--color-border);\n  box-shadow: 0 1px 3px var(--color-shadow);\n}\n\n.stats-card__count {\n  font-size: 1.5rem;\n  font-weight: 700;\n  line-height: 1;\n}\n\n.stats-card__label {\n  font-size: 0.75rem;\n  text-transform: uppercase;\n  letter-spacing: 0.04em;\n  color: var(--color-text-secondary);\n  margin-top: 0.25rem;\n}\n\n.stats-card--pending .stats-card__count { color: var(--color-badge-pending-text); }\n.stats-card--approved .stats-card__count { color: var(--color-badge-approved-text); }\n.stats-card--edited .stats-card__count { color: var(--color-badge-edited-text); }\n.stats-card--rejected .stats-card__count { color: var(--color-badge-rejected-text); }\n\n/* ── Filter tabs ──────────────────────────────────────────────────────────── */\n\n.filter-tabs {\n  display: flex;\n  gap: 0;\n  border-bottom: 2px solid var(--color-border);\n  margin-bottom: 1rem;\n}\n\n.filter-tab {\n  padding: 0.5rem 1rem;\n  border: none;\n  background: none;\n  font-size: 0.875rem;\n  font-weight: 500;\n  color: var(--color-text-secondary);\n  cursor: pointer;\n  border-bottom: 2px solid transparent;\n  margin-bottom: -2px;\n  transition: color 0.15s, border-color 0.15s;\n}\n\n.filter-tab:hover {\n  color: var(--color-text-primary);\n}\n\n.filter-tab--active {\n  color: var(--color-text-active);\n  border-bottom-color: var(--color-border-active);\n}\n\n/* ── Cards ────────────────────────────────────────────────────────────────── */\n\n.card {\n  background: var(--color-bg-surface);\n  border: 1px solid var(--color-border);\n  border-radius: 0.5rem;\n  padding: 1.25rem;\n  margin-bottom: 1rem;\n  box-shadow: 0 1px 3px var(--color-shadow);\n}\n\n.card h2 {\n  font-size: 1rem;\n  font-weight: 600;\n  margin-bottom: 0.5rem;\n}\n\n.card p {\n  font-size: 0.875rem;\n  color: var(--color-text-secondary);\n}\n\n/* ── Queue cards ──────────────────────────────────────────────────────────── */\n\n.queue-list {\n  display: flex;\n  flex-direction: column;\n  gap: 0.5rem;\n}\n\n.queue-card {\n  display: block;\n  background: var(--color-bg-surface);\n  border: 1px solid var(--color-border);\n  border-radius: 0.5rem;\n  padding: 1rem 1.25rem;\n  text-decoration: none;\n  color: inherit;\n  box-shadow: 0 1px 3px var(--color-shadow);\n  transition: border-color 0.15s, box-shadow 0.15s;\n}\n\n.queue-card:hover {\n  border-color: var(--color-accent-hover);\n  box-shadow: 0 2px 8px var(--color-accent-subtle);\n}\n\n.queue-card__header {\n  display: flex;\n  align-items: center;\n  justify-content: space-between;\n  margin-bottom: 0.375rem;\n}\n\n.queue-card__title {\n  font-size: 0.9375rem;\n  font-weight: 600;\n}\n\n.queue-card__summary {\n  font-size: 0.8125rem;\n  color: var(--color-text-secondary);\n  margin-bottom: 0.375rem;\n  line-height: 1.4;\n}\n\n.queue-card__meta {\n  display: flex;\n  align-items: center;\n  gap: 0.375rem;\n  font-size: 0.75rem;\n  color: var(--color-text-muted);\n}\n\n.queue-card__separator {\n  color: var(--color-border);\n}\n\n/* ── Status badges ────────────────────────────────────────────────────────── */\n\n.badge {\n  display: inline-block;\n  padding: 0.125rem 0.5rem;\n  border-radius: 9999px;\n  font-size: 0.75rem;\n  font-weight: 600;\n  text-transform: capitalize;\n}\n\n.badge--pending {\n  background: var(--color-badge-pending-bg);\n  color: var(--color-badge-pending-text);\n}\n\n.badge--approved {\n  background: var(--color-badge-approved-bg);\n  color: var(--color-badge-approved-text);\n}\n\n.badge--edited {\n  background: var(--color-badge-edited-bg);\n  color: var(--color-badge-edited-text);\n}\n\n.badge--rejected {\n  background: var(--color-badge-rejected-bg);\n  color: var(--color-badge-rejected-text);\n}\n\n/* ── Buttons ──────────────────────────────────────────────────────────────── */\n\n.btn {\n  display: inline-flex;\n  align-items: center;\n  gap: 0.375rem;\n  padding: 0.5rem 1rem;\n  border: 1px solid var(--color-border);\n  border-radius: 0.375rem;\n  font-size: 0.8125rem;\n  font-weight: 500;\n  cursor: pointer;\n  background: var(--color-bg-surface);\n  color: var(--color-text-primary);\n  transition: background 0.15s, border-color 0.15s, opacity 0.15s;\n}\n\n.btn:hover {\n  background: var(--color-bg-surface-hover);\n  border-color: var(--color-text-muted);\n}\n\n.btn:disabled {\n  opacity: 0.5;\n  cursor: not-allowed;\n}\n\n.btn--approve {\n  background: var(--color-btn-approve);\n  color: var(--color-text-on-header-hover);\n  border-color: var(--color-btn-approve);\n}\n\n.btn--approve:hover {\n  background: var(--color-btn-approve-hover);\n}\n\n.btn--reject {\n  background: var(--color-btn-reject);\n  color: var(--color-text-on-header-hover);\n  border-color: var(--color-btn-reject);\n}\n\n.btn--reject:hover {\n  background: var(--color-btn-reject-hover);\n}\n\n/* ── Mode toggle ──────────────────────────────────────────────────────────── */\n\n.mode-toggle {\n  display: flex;\n  align-items: center;\n  gap: 0.5rem;\n  font-size: 0.8125rem;\n}\n\n.mode-toggle__dot {\n  display: inline-block;\n  width: 0.5rem;\n  height: 0.5rem;\n  border-radius: 50%;\n}\n\n.mode-toggle__dot--review {\n  background: var(--color-toggle-review);\n}\n\n.mode-toggle__dot--auto {\n  background: var(--color-toggle-auto);\n}\n\n.mode-toggle__label {\n  color: var(--color-text-on-header-label);\n  white-space: nowrap;\n  overflow: hidden;\n  text-overflow: ellipsis;\n  max-width: 6rem;\n}\n\n.mode-toggle__switch {\n  position: relative;\n  width: 2.5rem;\n  height: 1.25rem;\n  background: var(--color-toggle-track);\n  border: none;\n  border-radius: 9999px;\n  cursor: pointer;\n  transition: background 0.2s;\n  flex-shrink: 0;\n}\n\n.mode-toggle__switch--active {\n  background: var(--color-toggle-track-active);\n}\n\n.mode-toggle__switch::after {\n  content: \"\";\n  position: absolute;\n  top: 0.125rem;\n  left: 0.125rem;\n  width: 1rem;\n  height: 1rem;\n  background: var(--color-toggle-thumb);\n  border-radius: 50%;\n  transition: transform 0.2s;\n}\n\n.mode-toggle__switch--active::after {\n  transform: translateX(1.25rem);\n}\n\n.mode-toggle__switch:disabled {\n  opacity: 0.5;\n  cursor: not-allowed;\n}\n\n/* ── Pagination ───────────────────────────────────────────────────────────── */\n\n.pagination {\n  display: flex;\n  align-items: center;\n  justify-content: center;\n  gap: 1rem;\n  margin-top: 1.25rem;\n  padding: 0.75rem 0;\n}\n\n.pagination__info {\n  font-size: 0.8125rem;\n  color: var(--color-text-secondary);\n}\n\n/* ── Detail page ──────────────────────────────────────────────────────────── */\n\n.back-link {\n  display: inline-block;\n  font-size: 0.875rem;\n  color: var(--color-text-secondary);\n  text-decoration: none;\n  margin-bottom: 0.5rem;\n}\n\n.back-link:hover {\n  color: var(--color-text-primary);\n}\n\n.detail-header {\n  display: flex;\n  align-items: center;\n  gap: 0.75rem;\n  margin-bottom: 1rem;\n}\n\n.detail-header h2 {\n  font-size: 1.25rem;\n  font-weight: 700;\n}\n\n.detail-card {\n  display: grid;\n  grid-template-columns: 1fr 1fr;\n  gap: 1rem;\n}\n\n.detail-field {\n  display: flex;\n  flex-direction: column;\n  gap: 0.125rem;\n}\n\n.detail-field label {\n  font-size: 0.6875rem;\n  font-weight: 600;\n  text-transform: uppercase;\n  letter-spacing: 0.04em;\n  color: var(--color-text-muted);\n}\n\n.detail-field span,\n.detail-field p {\n  font-size: 0.875rem;\n  color: var(--color-text-primary);\n}\n\n.detail-field--full {\n  grid-column: 1 / -1;\n}\n\n.detail-transcript {\n  background: var(--color-bg-transcript);\n  padding: 0.75rem;\n  border-radius: 0.375rem;\n  font-size: 0.8125rem;\n  line-height: 1.6;\n  white-space: pre-wrap;\n  max-height: 20rem;\n  overflow-y: auto;\n}\n\n/* ── Action bar ───────────────────────────────────────────────────────────── */\n\n.action-bar {\n  display: flex;\n  flex-wrap: wrap;\n  gap: 0.5rem;\n  margin-top: 1rem;\n}\n\n.action-error {\n  background: var(--color-error-bg);\n  border: 1px solid var(--color-error-border);\n  border-radius: 0.375rem;\n  padding: 0.5rem 0.75rem;\n  color: var(--color-badge-rejected-text);\n  font-size: 0.8125rem;\n  margin-top: 0.75rem;\n  margin-bottom: 0.75rem;\n}\n\n/* ── Edit form ────────────────────────────────────────────────────────────── */\n\n.edit-form {\n  margin-top: 1rem;\n}\n\n.edit-form h3 {\n  font-size: 1rem;\n  font-weight: 600;\n  margin-bottom: 0.75rem;\n}\n\n.edit-field {\n  margin-bottom: 0.75rem;\n}\n\n.edit-field label {\n  display: block;\n  font-size: 0.75rem;\n  font-weight: 600;\n  color: var(--color-text-secondary);\n  margin-bottom: 0.25rem;\n}\n\n.edit-field input,\n.edit-field textarea,\n.edit-field select {\n  width: 100%;\n  padding: 0.5rem 0.75rem;\n  border: 1px solid var(--color-border);\n  border-radius: 0.375rem;\n  font-size: 0.875rem;\n  font-family: inherit;\n  line-height: 1.5;\n  color: var(--color-text-primary);\n  background: var(--color-bg-input);\n  transition: border-color 0.15s;\n}\n\n.edit-field input:focus,\n.edit-field textarea:focus,\n.edit-field select:focus {\n  outline: none;\n  border-color: var(--color-accent);\n  box-shadow: 0 0 0 2px var(--color-accent-focus);\n}\n\n.edit-actions {\n  display: flex;\n  gap: 0.5rem;\n  margin-top: 1rem;\n}\n\n/* ── Dialogs (modal overlays) ─────────────────────────────────────────────── */\n\n.dialog-overlay {\n  position: fixed;\n  inset: 0;\n  background: var(--color-overlay);\n  display: flex;\n  align-items: center;\n  justify-content: center;\n  z-index: 100;\n}\n\n.dialog {\n  background: var(--color-bg-surface);\n  border-radius: 0.75rem;\n  padding: 1.5rem;\n  width: 90%;\n  max-width: 28rem;\n  box-shadow: 0 10px 40px var(--color-shadow-heavy);\n}\n\n.dialog h3 {\n  font-size: 1.125rem;\n  font-weight: 600;\n  margin-bottom: 0.5rem;\n}\n\n.dialog__hint {\n  font-size: 0.8125rem;\n  color: var(--color-text-secondary);\n  margin-bottom: 1rem;\n}\n\n.dialog__actions {\n  display: flex;\n  gap: 0.5rem;\n  margin-top: 1rem;\n}\n\n/* ── Loading / empty states ───────────────────────────────────────────────── */\n\n.loading {\n  text-align: center;\n  padding: 3rem 1rem;\n  color: var(--color-text-secondary);\n  font-size: 0.875rem;\n}\n\n.empty-state {\n  text-align: center;\n  padding: 3rem 1rem;\n  color: var(--color-text-muted);\n  font-size: 0.875rem;\n}\n\n.error-text {\n  color: var(--color-error);\n}\n\n/* ── Responsive ───────────────────────────────────────────────────────────── */\n\n@media (max-width: 640px) {\n  .stats-bar {\n    flex-direction: column;\n    gap: 0.5rem;\n  }\n\n  .stats-card {\n    flex-direction: row;\n    justify-content: space-between;\n  }\n\n  .detail-card {\n    grid-template-columns: 1fr;\n  }\n\n  .queue-header {\n    flex-direction: column;\n    align-items: flex-start;\n    gap: 0.5rem;\n  }\n\n  .action-bar {\n    flex-direction: column;\n  }\n\n  .action-bar .btn {\n    width: 100%;\n    justify-content: center;\n  }\n\n  .app-header {\n    flex-direction: column;\n    gap: 0.5rem;\n  }\n\n  .app-header__right {\n    width: 100%;\n    justify-content: space-between;\n    flex-wrap: wrap;\n  }\n}\n\n/* ══════════════════════════════════════════════════════════════════════════════\n   PUBLIC PAGES\n   ══════════════════════════════════════════════════════════════════════════════ */\n\n/* ── Header brand link ────────────────────────────────────────────────────── */\n\n.app-header__brand {\n  text-decoration: none;\n  color: inherit;\n}\n\n.app-nav {\n  display: flex;\n  align-items: center;\n  gap: 1rem;\n}\n\n.app-nav a {\n  color: var(--color-text-on-header);\n  text-decoration: none;\n  font-size: 0.875rem;\n  transition: color 0.15s;\n}\n\n.app-nav a:hover {\n  color: var(--color-text-on-header-hover);\n}\n\n/* ── Admin dropdown ───────────────────────────────────────────────────────── */\n\n.admin-dropdown {\n  position: relative;\n}\n\n.admin-dropdown__trigger {\n  font-family: inherit;\n  font-size: 0.875rem;\n  color: var(--color-text-on-header);\n  background: none;\n  border: none;\n  cursor: pointer;\n  padding: 0;\n  transition: color 0.15s;\n}\n\n.admin-dropdown__trigger:hover {\n  color: var(--color-text-on-header-hover);\n}\n\n.admin-dropdown__menu {\n  position: absolute;\n  top: calc(100% + 0.5rem);\n  right: 0;\n  min-width: 10rem;\n  background: var(--color-bg-surface);\n  border: 1px solid var(--color-border);\n  border-radius: 0.5rem;\n  box-shadow: 0 4px 16px var(--color-shadow-heavy);\n  z-index: 100;\n  padding: 0.375rem 0;\n}\n\n.admin-dropdown__item {\n  display: block;\n  padding: 0.5rem 1rem;\n  color: var(--color-text-primary);\n  text-decoration: none;\n  font-size: 0.875rem;\n  transition: background 0.12s;\n}\n\n.admin-dropdown__item:hover {\n  background: var(--color-bg-surface-hover);\n}\n\n/* ── Home / Hero ──────────────────────────────────────────────────────────── */\n\n.home-hero {\n  text-align: center;\n  padding: 3rem 1rem 2rem;\n}\n\n.home-hero__title {\n  font-size: 2.25rem;\n  font-weight: 800;\n  letter-spacing: -0.02em;\n  margin-bottom: 0.375rem;\n}\n\n.home-hero__subtitle {\n  font-size: 1rem;\n  color: var(--color-text-secondary);\n  margin-bottom: 1.5rem;\n}\n\n/* ── Search form ──────────────────────────────────────────────────────────── */\n\n.search-container {\n  position: relative;\n  max-width: 36rem;\n  margin: 0 auto;\n}\n\n.search-form {\n  display: flex;\n  gap: 0.5rem;\n}\n\n.search-form--hero {\n  justify-content: center;\n}\n\n.search-form--inline {\n  margin-bottom: 1.25rem;\n}\n\n.search-input {\n  flex: 1;\n  padding: 0.625rem 1rem;\n  border: 1px solid var(--color-border);\n  border-radius: 0.5rem;\n  font-size: 0.9375rem;\n  font-family: inherit;\n  color: var(--color-text-primary);\n  background: var(--color-bg-input);\n  transition: border-color 0.15s, box-shadow 0.15s;\n}\n\n.search-input:focus {\n  outline: none;\n  border-color: var(--color-accent);\n  box-shadow: 0 0 0 3px var(--color-accent-focus);\n}\n\n.search-input--hero {\n  padding: 0.75rem 1.25rem;\n  font-size: 1.0625rem;\n  border-radius: 0.625rem;\n}\n\n.btn--search {\n  background: var(--color-btn-search-bg);\n  color: var(--color-btn-search-text);\n  border-color: var(--color-btn-search-bg);\n  border-radius: 0.5rem;\n  padding: 0.625rem 1.25rem;\n  font-weight: 600;\n}\n\n.btn--search:hover {\n  background: var(--color-btn-search-hover-bg);\n}\n\n/* ── Typeahead dropdown ───────────────────────────────────────────────────── */\n\n.typeahead-dropdown {\n  position: absolute;\n  top: calc(100% + 0.25rem);\n  left: 0;\n  right: 0;\n  background: var(--color-bg-surface);\n  border: 1px solid var(--color-border);\n  border-radius: 0.5rem;\n  box-shadow: 0 8px 24px var(--color-shadow-heavy);\n  z-index: 50;\n  overflow: hidden;\n}\n\n.typeahead-item {\n  display: flex;\n  justify-content: space-between;\n  align-items: center;\n  padding: 0.625rem 1rem;\n  text-decoration: none;\n  color: inherit;\n  transition: background 0.1s;\n}\n\n.typeahead-item:hover {\n  background: var(--color-bg-surface-hover);\n}\n\n.typeahead-item__title {\n  font-size: 0.875rem;\n  font-weight: 500;\n}\n\n.typeahead-item__meta {\n  display: flex;\n  align-items: center;\n  gap: 0.5rem;\n  font-size: 0.75rem;\n  color: var(--color-text-secondary);\n}\n\n.typeahead-item__type {\n  padding: 0.0625rem 0.375rem;\n  border-radius: 0.25rem;\n  font-size: 0.6875rem;\n  font-weight: 600;\n  text-transform: uppercase;\n  letter-spacing: 0.02em;\n}\n\n.typeahead-item__type--technique_page {\n  background: var(--color-badge-type-technique-bg);\n  color: var(--color-badge-type-technique-text);\n}\n\n.typeahead-item__type--key_moment {\n  background: var(--color-badge-type-moment-bg);\n  color: var(--color-badge-type-moment-text);\n}\n\n.typeahead-see-all {\n  display: block;\n  padding: 0.5rem 1rem;\n  text-align: center;\n  font-size: 0.8125rem;\n  color: var(--color-typeahead-see-all);\n  text-decoration: none;\n  border-top: 1px solid var(--color-border);\n  transition: background 0.1s;\n}\n\n.typeahead-see-all:hover {\n  background: var(--color-bg-surface-hover);\n}\n\n/* ── Navigation cards ─────────────────────────────────────────────────────── */\n\n.nav-cards {\n  display: grid;\n  grid-template-columns: repeat(2, 1fr);\n  gap: 1rem;\n  max-width: 36rem;\n  margin: 0 auto 2rem;\n}\n\n.nav-card {\n  display: block;\n  padding: 1.5rem;\n  background: var(--color-bg-surface);\n  border: 1px solid var(--color-border);\n  border-radius: 0.625rem;\n  text-decoration: none;\n  color: inherit;\n  box-shadow: 0 1px 3px var(--color-shadow);\n  transition: border-color 0.15s, box-shadow 0.15s, transform 0.15s;\n}\n\n.nav-card:hover {\n  border-color: var(--color-accent-hover);\n  box-shadow: 0 4px 12px var(--color-accent-subtle);\n  transform: translateY(-1px);\n}\n\n.nav-card__title {\n  font-size: 1.0625rem;\n  font-weight: 700;\n  margin-bottom: 0.25rem;\n}\n\n.nav-card__desc {\n  font-size: 0.8125rem;\n  color: var(--color-text-secondary);\n  line-height: 1.4;\n}\n\n/* ── Recently Added section ───────────────────────────────────────────────── */\n\n.recent-section {\n  max-width: 36rem;\n  margin: 0 auto 2rem;\n}\n\n.recent-section__title {\n  font-size: 1.125rem;\n  font-weight: 700;\n  margin-bottom: 0.75rem;\n}\n\n.recent-list {\n  display: flex;\n  flex-direction: column;\n  gap: 0.5rem;\n}\n\n.recent-card {\n  display: flex;\n  flex-direction: column;\n  gap: 0.25rem;\n  padding: 0.875rem 1rem;\n  background: var(--color-bg-surface);\n  border: 1px solid var(--color-border);\n  border-radius: 0.5rem;\n  text-decoration: none;\n  color: inherit;\n  transition: border-color 0.15s, box-shadow 0.15s;\n}\n\n.recent-card:hover {\n  border-color: var(--color-accent-hover);\n  box-shadow: 0 2px 8px var(--color-accent-subtle);\n}\n\n.recent-card__title {\n  font-size: 0.9375rem;\n  font-weight: 600;\n}\n\n.recent-card__meta {\n  display: flex;\n  align-items: center;\n  gap: 0.5rem;\n  flex-wrap: wrap;\n}\n\n.recent-card__summary {\n  font-size: 0.8125rem;\n  color: var(--color-text-secondary);\n  line-height: 1.4;\n}\n\n/* ── Search results page ──────────────────────────────────────────────────── */\n\n.search-results-page {\n  max-width: 64rem;\n}\n\n.search-fallback-banner {\n  padding: 0.5rem 0.75rem;\n  background: var(--color-banner-amber-bg);\n  border: 1px solid var(--color-banner-amber-border);\n  border-radius: 0.375rem;\n  font-size: 0.8125rem;\n  color: var(--color-banner-amber-text);\n  margin-bottom: 1rem;\n}\n\n.search-group {\n  margin-bottom: 1.5rem;\n}\n\n.search-group__title {\n  font-size: 1rem;\n  font-weight: 700;\n  margin-bottom: 0.5rem;\n  color: var(--color-text-primary);\n}\n\n.search-group__list {\n  display: flex;\n  flex-direction: column;\n  gap: 0.5rem;\n}\n\n.search-result-card {\n  display: block;\n  padding: 1rem 1.25rem;\n  background: var(--color-bg-surface);\n  border: 1px solid var(--color-border);\n  border-radius: 0.5rem;\n  text-decoration: none;\n  color: inherit;\n  box-shadow: 0 1px 3px var(--color-shadow);\n  transition: border-color 0.15s, box-shadow 0.15s;\n}\n\n.search-result-card:hover {\n  border-color: var(--color-accent-hover);\n  box-shadow: 0 2px 8px var(--color-accent-subtle);\n}\n\n.search-result-card__header {\n  display: flex;\n  align-items: center;\n  justify-content: space-between;\n  margin-bottom: 0.25rem;\n}\n\n.search-result-card__title {\n  font-size: 0.9375rem;\n  font-weight: 600;\n}\n\n.search-result-card__summary {\n  font-size: 0.8125rem;\n  color: var(--color-text-secondary);\n  line-height: 1.4;\n  margin-bottom: 0.375rem;\n}\n\n.search-result-card__meta {\n  display: flex;\n  align-items: center;\n  gap: 0.375rem;\n  font-size: 0.75rem;\n  color: var(--color-text-muted);\n  flex-wrap: wrap;\n}\n\n.search-result-card__tags {\n  display: inline-flex;\n  gap: 0.25rem;\n  margin-left: 0.25rem;\n}\n\n/* ── Pills / tags ─────────────────────────────────────────────────────────── */\n\n.pill {\n  display: inline-block;\n  padding: 0.0625rem 0.5rem;\n  border-radius: 9999px;\n  font-size: 0.6875rem;\n  font-weight: 500;\n  background: var(--color-pill-bg);\n  color: var(--color-pill-text);\n}\n\n.pill--plugin {\n  background: var(--color-pill-plugin-bg);\n  color: var(--color-pill-plugin-text);\n}\n\n.pill-list {\n  display: flex;\n  flex-wrap: wrap;\n  gap: 0.375rem;\n}\n\n.badge--category {\n  background: var(--color-badge-category-bg);\n  color: var(--color-badge-category-text);\n}\n\n.badge--cat-sound-design { background: var(--color-badge-cat-sound-design-bg); color: var(--color-badge-cat-sound-design-text); }\n.badge--cat-mixing { background: var(--color-badge-cat-mixing-bg); color: var(--color-badge-cat-mixing-text); }\n.badge--cat-synthesis { background: var(--color-badge-cat-synthesis-bg); color: var(--color-badge-cat-synthesis-text); }\n.badge--cat-arrangement { background: var(--color-badge-cat-arrangement-bg); color: var(--color-badge-cat-arrangement-text); }\n.badge--cat-workflow { background: var(--color-badge-cat-workflow-bg); color: var(--color-badge-cat-workflow-text); }\n.badge--cat-mastering { background: var(--color-badge-cat-mastering-bg); color: var(--color-badge-cat-mastering-text); }\n\n.badge--type {\n  font-size: 0.6875rem;\n  text-transform: uppercase;\n  letter-spacing: 0.02em;\n}\n\n.badge--type-technique_page {\n  background: var(--color-badge-type-technique-bg);\n  color: var(--color-badge-type-technique-text);\n}\n\n.badge--type-key_moment {\n  background: var(--color-badge-type-moment-bg);\n  color: var(--color-badge-type-moment-text);\n}\n\n.badge--content-type {\n  background: var(--color-badge-content-type-bg);\n  color: var(--color-badge-content-type-text);\n  font-size: 0.6875rem;\n}\n\n.badge--quality {\n  font-size: 0.6875rem;\n  text-transform: capitalize;\n}\n\n.badge--quality-structured {\n  background: var(--color-badge-quality-structured-bg);\n  color: var(--color-badge-quality-structured-text);\n}\n\n.badge--quality-unstructured {\n  background: var(--color-badge-quality-unstructured-bg);\n  color: var(--color-badge-quality-unstructured-text);\n}\n\n/* ── Technique page ───────────────────────────────────────────────────────── */\n\n.technique-page {\n  max-width: 64rem;\n}\n\n.technique-columns {\n  display: grid;\n  grid-template-columns: 1fr 22rem;\n  gap: 2rem;\n  align-items: start;\n}\n\n.technique-columns__main {\n  min-width: 0; /* prevent grid blowout */\n}\n\n.technique-columns__sidebar {\n  position: sticky;\n  top: 1.5rem;\n}\n\n@media (max-width: 768px) {\n  .technique-columns {\n    grid-template-columns: 1fr;\n  }\n  .technique-columns__sidebar {\n    position: static;\n  }\n}\n\n.technique-404 {\n  text-align: center;\n  padding: 3rem 1rem;\n}\n\n.technique-404 h2 {\n  font-size: 1.5rem;\n  font-weight: 700;\n  margin-bottom: 0.5rem;\n}\n\n.technique-404 p {\n  color: var(--color-text-secondary);\n  margin-bottom: 1.5rem;\n}\n\n.technique-banner {\n  padding: 0.625rem 1rem;\n  border-radius: 0.375rem;\n  font-size: 0.8125rem;\n  margin-bottom: 1rem;\n}\n\n.technique-banner--amber {\n  background: var(--color-banner-amber-bg);\n  border: 1px solid var(--color-banner-amber-border);\n  color: var(--color-banner-amber-text);\n}\n\n.technique-header {\n  margin-bottom: 1.5rem;\n}\n\n.technique-header__title {\n  font-size: 1.75rem;\n  font-weight: 800;\n  letter-spacing: -0.02em;\n  margin-bottom: 0.5rem;\n  line-height: 1.2;\n}\n\n.technique-header__meta {\n  display: flex;\n  align-items: center;\n  gap: 0.5rem;\n  flex-wrap: wrap;\n}\n\n.technique-header__tags {\n  display: inline-flex;\n  gap: 0.25rem;\n}\n\n.technique-header__creator-block {\n  display: flex;\n  align-items: center;\n  gap: 0.5rem;\n  flex-wrap: wrap;\n  margin-bottom: 0.5rem;\n}\n\n.technique-header__creator-link {\n  font-size: 1.125rem;\n  font-weight: 600;\n  color: var(--color-link-accent);\n  text-decoration: none;\n}\n\n.technique-header__creator-link:hover {\n  text-decoration: underline;\n  color: var(--color-accent-hover);\n}\n\n.pill--genre-small {\n  font-size: 0.625rem;\n  padding: 0.0625rem 0.375rem;\n  background: var(--color-pill-bg);\n  color: var(--color-text-secondary);\n}\n\n.technique-header__stats {\n  font-size: 0.8125rem;\n  color: var(--color-text-secondary);\n  margin-top: 0.5rem;\n}\n\n/* ── Technique prose / sections ───────────────────────────────────────────── */\n\n.technique-summary {\n  margin-bottom: 1.5rem;\n}\n\n.technique-summary p {\n  font-size: 1rem;\n  color: var(--color-text-primary);\n  line-height: 1.6;\n}\n\n.technique-prose {\n  margin-bottom: 2rem;\n}\n\n.technique-prose__section {\n  margin-bottom: 1.5rem;\n}\n\n.technique-prose__section h2 {\n  font-size: 1.25rem;\n  font-weight: 700;\n  margin-bottom: 0.5rem;\n}\n\n.technique-prose__section p {\n  font-size: 0.9375rem;\n  color: var(--color-text-primary);\n  line-height: 1.7;\n}\n\n.technique-prose__json {\n  background: var(--color-bg-transcript);\n  padding: 0.75rem;\n  border-radius: 0.375rem;\n  font-size: 0.8125rem;\n  overflow-x: auto;\n  line-height: 1.5;\n}\n\n/* ── Key moments list ─────────────────────────────────────────────────────── */\n\n.technique-moments {\n  margin-bottom: 2rem;\n}\n\n.technique-moments h2 {\n  font-size: 1.25rem;\n  font-weight: 700;\n  margin-bottom: 0.75rem;\n}\n\n.technique-moments__list {\n  list-style: none;\n  display: flex;\n  flex-direction: column;\n  gap: 0.75rem;\n}\n\n.technique-moment {\n  padding: 0.875rem 1rem;\n  background: var(--color-bg-surface);\n  border: 1px solid var(--color-border);\n  border-radius: 0.5rem;\n}\n\n.technique-moment__title {\n  display: block;\n  margin: 0 0 0.25rem 0;\n  font-size: 0.9375rem;\n  font-weight: 600;\n  line-height: 1.3;\n}\n\n.technique-moment__meta {\n  display: flex;\n  align-items: center;\n  gap: 0.5rem;\n  margin-bottom: 0.25rem;\n  flex-wrap: wrap;\n}\n\n.technique-moment__time {\n  font-size: 0.75rem;\n  color: var(--color-text-secondary);\n  font-variant-numeric: tabular-nums;\n}\n\n.technique-moment__source {\n  font-size: 0.75rem;\n  color: var(--color-text-muted);\n  font-family: \"SF Mono\", \"Fira Code\", \"Fira Mono\", \"Roboto Mono\", monospace;\n  max-width: 20rem;\n  overflow: hidden;\n  text-overflow: ellipsis;\n  white-space: nowrap;\n}\n\n.technique-moment__summary {\n  font-size: 0.8125rem;\n  color: var(--color-text-secondary);\n  line-height: 1.5;\n}\n\n/* ── Signal chains ────────────────────────────────────────────────────────── */\n\n.technique-chains {\n  margin-bottom: 2rem;\n}\n\n.technique-chains h2 {\n  font-size: 1.25rem;\n  font-weight: 700;\n  margin-bottom: 0.75rem;\n}\n\n.technique-chain {\n  margin-bottom: 1rem;\n  padding: 1rem;\n  background: var(--color-bg-surface);\n  border: 1px solid var(--color-border);\n  border-radius: 0.5rem;\n}\n\n.technique-chain h3 {\n  font-size: 1rem;\n  font-weight: 600;\n  margin-bottom: 0.5rem;\n}\n\n.technique-chain__flow {\n  font-family: \"SF Mono\", \"Fira Code\", \"Fira Mono\", \"Roboto Mono\", monospace;\n  font-size: 0.875rem;\n  line-height: 1.8;\n  color: var(--color-text-primary);\n  background: var(--color-bg-transcript);\n  padding: 0.75rem 1rem;\n  border-radius: 0.375rem;\n  display: flex;\n  flex-wrap: wrap;\n  align-items: center;\n}\n\n.technique-chain__arrow {\n  color: var(--color-accent);\n}\n\n.technique-chain__step {\n  display: inline;\n}\n\n/* ── Plugins ──────────────────────────────────────────────────────────────── */\n\n.technique-plugins {\n  margin-bottom: 2rem;\n}\n\n.technique-plugins h2 {\n  font-size: 1.25rem;\n  font-weight: 700;\n  margin-bottom: 0.5rem;\n}\n\n/* ── Related techniques ───────────────────────────────────────────────────── */\n\n.technique-related {\n  margin-bottom: 2rem;\n}\n\n.technique-related h2 {\n  font-size: 1.25rem;\n  font-weight: 700;\n  margin-bottom: 0.5rem;\n}\n\n.technique-related__list {\n  list-style: none;\n  display: flex;\n  flex-direction: column;\n  gap: 0.375rem;\n}\n\n.technique-related__list a {\n  color: var(--color-link-accent);\n  text-decoration: none;\n  font-size: 0.9375rem;\n}\n\n.technique-related__list a:hover {\n  text-decoration: underline;\n}\n\n.technique-related__rel {\n  font-size: 0.75rem;\n  color: var(--color-text-muted);\n  margin-left: 0.375rem;\n}\n\n/* ══════════════════════════════════════════════════════════════════════════════\n   CREATORS BROWSE\n   ══════════════════════════════════════════════════════════════════════════════ */\n\n.creators-browse {\n  max-width: 56rem;\n}\n\n.creators-browse__title {\n  font-size: 1.75rem;\n  font-weight: 800;\n  letter-spacing: -0.02em;\n  margin-bottom: 0.25rem;\n}\n\n.creators-browse__subtitle {\n  font-size: 0.9375rem;\n  color: var(--color-text-secondary);\n  margin-bottom: 1.25rem;\n}\n\n/* ── Controls row ─────────────────────────────────────────────────────────── */\n\n.creators-controls {\n  display: flex;\n  align-items: center;\n  gap: 1rem;\n  margin-bottom: 1rem;\n  flex-wrap: wrap;\n}\n\n.sort-toggle {\n  display: inline-flex;\n  border: 1px solid var(--color-sort-btn-border);\n  border-radius: 0.375rem;\n  overflow: hidden;\n}\n\n.sort-toggle__btn {\n  padding: 0.375rem 0.75rem;\n  border: none;\n  background: var(--color-sort-btn-bg);\n  font-size: 0.8125rem;\n  font-weight: 500;\n  color: var(--color-sort-btn-text);\n  cursor: pointer;\n  transition: background 0.15s, color 0.15s;\n}\n\n.sort-toggle__btn + .sort-toggle__btn {\n  border-left: 1px solid var(--color-sort-btn-border);\n}\n\n.sort-toggle__btn:hover {\n  background: var(--color-sort-btn-hover-bg);\n  color: var(--color-sort-btn-hover-text);\n}\n\n.sort-toggle__btn--active {\n  background: var(--color-sort-btn-active-bg);\n  color: var(--color-sort-btn-active-text);\n}\n\n.sort-toggle__btn--active:hover {\n  background: var(--color-sort-btn-active-hover-bg);\n}\n\n.creators-filter-input {\n  flex: 1;\n  min-width: 12rem;\n  padding: 0.5rem 0.75rem;\n  border: 1px solid var(--color-border);\n  border-radius: 0.375rem;\n  font-size: 0.875rem;\n  font-family: inherit;\n  color: var(--color-text-primary);\n  background: var(--color-bg-input);\n  transition: border-color 0.15s, box-shadow 0.15s;\n}\n\n.creators-filter-input:focus {\n  outline: none;\n  border-color: var(--color-accent);\n  box-shadow: 0 0 0 2px var(--color-accent-focus);\n}\n\n/* ── Genre pills ──────────────────────────────────────────────────────────── */\n\n.genre-pills {\n  display: flex;\n  flex-wrap: wrap;\n  gap: 0.375rem;\n  margin-bottom: 1.25rem;\n}\n\n.genre-pill {\n  display: inline-block;\n  padding: 0.25rem 0.75rem;\n  border: 1px solid var(--color-genre-pill-border);\n  border-radius: 9999px;\n  font-size: 0.75rem;\n  font-weight: 500;\n  background: var(--color-genre-pill-bg);\n  color: var(--color-genre-pill-text);\n  cursor: pointer;\n  transition: background 0.15s, border-color 0.15s, color 0.15s;\n}\n\n.genre-pill:hover {\n  border-color: var(--color-genre-pill-hover-border);\n  background: var(--color-genre-pill-hover-bg);\n}\n\n.genre-pill--active {\n  background: var(--color-genre-pill-active-bg);\n  color: var(--color-genre-pill-active-text);\n  border-color: var(--color-genre-pill-active-border);\n}\n\n.genre-pill--active:hover {\n  background: var(--color-genre-pill-active-hover-bg);\n}\n\n/* ── Creator list ─────────────────────────────────────────────────────────── */\n\n.creators-list {\n  display: flex;\n  flex-direction: column;\n  gap: 0.5rem;\n}\n\n.creator-row {\n  display: flex;\n  align-items: center;\n  gap: 1rem;\n  padding: 0.875rem 1.25rem;\n  background: var(--color-bg-surface);\n  border: 1px solid var(--color-border);\n  border-radius: 0.5rem;\n  text-decoration: none;\n  color: inherit;\n  box-shadow: 0 1px 3px var(--color-shadow);\n  transition: border-color 0.15s, box-shadow 0.15s;\n  flex-wrap: wrap;\n}\n\n.creator-row:hover {\n  border-color: var(--color-accent-hover);\n  box-shadow: 0 2px 8px var(--color-accent-subtle);\n}\n\n.creator-row__name {\n  font-size: 0.9375rem;\n  font-weight: 600;\n  min-width: 10rem;\n}\n\n.creator-row__genres {\n  display: inline-flex;\n  gap: 0.25rem;\n  flex-wrap: wrap;\n}\n\n.creator-row__stats {\n  margin-left: auto;\n  display: flex;\n  align-items: center;\n  gap: 0.375rem;\n  font-size: 0.75rem;\n  color: var(--color-text-secondary);\n  white-space: nowrap;\n}\n\n.creator-row__stat {\n  font-variant-numeric: tabular-nums;\n}\n\n.creator-row__separator {\n  color: var(--color-border);\n}\n\n/* ══════════════════════════════════════════════════════════════════════════════\n   CREATOR DETAIL\n   ══════════════════════════════════════════════════════════════════════════════ */\n\n.creator-detail {\n  max-width: 64rem;\n}\n\n.creator-detail__header {\n  margin-bottom: 1.5rem;\n}\n\n.creator-detail__name {\n  font-size: 1.75rem;\n  font-weight: 800;\n  letter-spacing: -0.02em;\n  margin-bottom: 0.5rem;\n  line-height: 1.2;\n}\n\n.creator-detail__meta {\n  display: flex;\n  align-items: center;\n  gap: 0.75rem;\n  flex-wrap: wrap;\n}\n\n.creator-detail__genres {\n  display: inline-flex;\n  gap: 0.25rem;\n  flex-wrap: wrap;\n}\n\n.creator-detail__stats {\n  font-size: 0.875rem;\n  color: var(--color-text-secondary);\n}\n\n.creator-techniques {\n  margin-top: 1.5rem;\n}\n\n.creator-techniques__title {\n  font-size: 1.25rem;\n  font-weight: 700;\n  margin-bottom: 0.75rem;\n}\n\n.creator-techniques__list {\n  display: flex;\n  flex-direction: column;\n  gap: 0.5rem;\n}\n\n.creator-technique-card {\n  display: flex;\n  flex-direction: column;\n  gap: 0.25rem;\n  padding: 0.875rem 1rem;\n  background: var(--color-bg-surface);\n  border: 1px solid var(--color-border);\n  border-radius: 0.5rem;\n  text-decoration: none;\n  color: inherit;\n  box-shadow: 0 1px 3px var(--color-shadow);\n  transition: border-color 0.15s, box-shadow 0.15s;\n}\n\n.creator-technique-card:hover {\n  border-color: var(--color-accent-hover);\n  box-shadow: 0 2px 8px var(--color-accent-subtle);\n}\n\n.creator-technique-card__title {\n  font-size: 0.9375rem;\n  font-weight: 600;\n}\n\n.creator-technique-card__meta {\n  display: flex;\n  align-items: center;\n  gap: 0.5rem;\n  flex-wrap: wrap;\n}\n\n.creator-technique-card__tags {\n  display: inline-flex;\n  gap: 0.25rem;\n}\n\n.creator-technique-card__summary {\n  font-size: 0.8125rem;\n  color: var(--color-text-secondary);\n  line-height: 1.4;\n}\n\n/* ══════════════════════════════════════════════════════════════════════════════\n   TOPICS BROWSE\n   ══════════════════════════════════════════════════════════════════════════════ */\n\n.topics-browse {\n  max-width: 56rem;\n}\n\n.topics-browse__title {\n  font-size: 1.75rem;\n  font-weight: 800;\n  letter-spacing: -0.02em;\n  margin-bottom: 0.25rem;\n}\n\n.topics-browse__subtitle {\n  font-size: 0.9375rem;\n  color: var(--color-text-secondary);\n  margin-bottom: 1.25rem;\n}\n\n.topics-filter-input {\n  width: 100%;\n  max-width: 24rem;\n  padding: 0.5rem 0.75rem;\n  border: 1px solid var(--color-border);\n  border-radius: 0.375rem;\n  font-size: 0.875rem;\n  font-family: inherit;\n  color: var(--color-text-primary);\n  background: var(--color-bg-input);\n  margin-bottom: 1.25rem;\n  transition: border-color 0.15s, box-shadow 0.15s;\n}\n\n.topics-filter-input:focus {\n  outline: none;\n  border-color: var(--color-accent);\n  box-shadow: 0 0 0 2px var(--color-accent-focus);\n}\n\n/* ── Topics hierarchy ─────────────────────────────────────────────────────── */\n\n.topics-list {\n  display: flex;\n  flex-direction: column;\n  gap: 0.75rem;\n}\n\n.topic-category {\n  background: var(--color-bg-surface);\n  border: 1px solid var(--color-border);\n  border-radius: 0.5rem;\n  overflow: hidden;\n  box-shadow: 0 1px 3px var(--color-shadow);\n}\n\n.topic-category__header {\n  display: flex;\n  align-items: center;\n  gap: 0.625rem;\n  width: 100%;\n  padding: 0.875rem 1.25rem;\n  border: none;\n  background: none;\n  cursor: pointer;\n  text-align: left;\n  font-family: inherit;\n  transition: background 0.15s;\n}\n\n.topic-category__header:hover {\n  background: var(--color-bg-surface-hover);\n}\n\n.topic-category__chevron {\n  font-size: 0.625rem;\n  color: var(--color-text-muted);\n  flex-shrink: 0;\n  width: 0.75rem;\n}\n\n.topic-category__name {\n  font-size: 1rem;\n  font-weight: 700;\n  color: var(--color-text-primary);\n}\n\n.topic-category__desc {\n  font-size: 0.8125rem;\n  color: var(--color-text-secondary);\n  flex: 1;\n}\n\n.topic-category__count {\n  font-size: 0.75rem;\n  color: var(--color-text-muted);\n  white-space: nowrap;\n  margin-left: auto;\n}\n\n/* ── Sub-topics ───────────────────────────────────────────────────────────── */\n\n.topic-subtopics {\n  border-top: 1px solid var(--color-border);\n}\n\n.topic-subtopic {\n  display: flex;\n  align-items: center;\n  justify-content: space-between;\n  padding: 0.625rem 1.25rem 0.625rem 2.75rem;\n  text-decoration: none;\n  color: inherit;\n  font-size: 0.875rem;\n  transition: background 0.1s;\n}\n\n.topic-subtopic:hover {\n  background: var(--color-bg-surface-hover);\n}\n\n.topic-subtopic + .topic-subtopic {\n  border-top: 1px solid var(--color-bg-surface-hover);\n}\n\n.topic-subtopic__name {\n  font-weight: 500;\n  color: var(--color-text-primary);\n  text-transform: capitalize;\n}\n\n.topic-subtopic__counts {\n  display: flex;\n  align-items: center;\n  gap: 0.375rem;\n  font-size: 0.75rem;\n  color: var(--color-text-muted);\n}\n\n.topic-subtopic__count {\n  font-variant-numeric: tabular-nums;\n}\n\n.topic-subtopic__separator {\n  color: var(--color-border);\n}\n\n/* ── Public responsive (extended) ─────────────────────────────────────────── */\n\n@media (max-width: 640px) {\n  .home-hero__title {\n    font-size: 1.75rem;\n  }\n\n  .nav-cards {\n    grid-template-columns: 1fr;\n  }\n\n  .technique-header__title {\n    font-size: 1.375rem;\n  }\n","truncated":true,"truncatedBy":"lines","totalLines":2912,"totalBytes":66547,"outputLines":2000,"outputBytes":47867,"lastLinePartial":false,"firstLineExceedsLimit":false,"maxLines":2000,"maxBytes":51200}},"isError":false,"timestamp":1774870576938}}
{"type":"message","id":"ca490d12","parentId":"3ce2d694","timestamp":"2026-03-30T11:36:22.418Z","message":{"role":"assistant","content":[{"type":"text","text":"Let me see the rest of the CSS and the backend topics endpoint."},{"type":"toolCall","id":"toolu_018xHa9rrhq6SR2x8hn1smMe","name":"read","arguments":{"offset":2001,"path":"frontend/src/App.css"}},{"type":"toolCall","id":"toolu_01UKouxzUC9FiWyS1zU1NspQ","name":"bash","arguments":{"command":"grep -n \"topics\\|/topics\\|topic_category\\|TopicCategory\\|canonical\" /home/aux/projects/content-to-kb-automator/backend/pipeline/stages.py | head -40"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":174,"cacheRead":71549,"cacheWrite":20780,"totalTokens":92504,"cost":{"input":0.000005,"output":0.004350000000000001,"cacheRead":0.0357745,"cacheWrite":0.12987500000000002,"total":0.1700045}},"stopReason":"toolUse","timestamp":1774870576944}}
{"type":"message","id":"be5a49ca","parentId":"ca490d12","timestamp":"2026-03-30T11:36:22.431Z","message":{"role":"toolResult","toolCallId":"toolu_018xHa9rrhq6SR2x8hn1smMe","toolName":"read","content":[{"type":"text","text":"  .search-form {\n    flex-direction: column;\n  }\n\n  .search-input--hero {\n    width: 100%;\n  }\n\n  .app-nav {\n    gap: 0.75rem;\n    font-size: 0.8125rem;\n  }\n\n  .creators-controls {\n    flex-direction: column;\n    align-items: stretch;\n  }\n\n  .creator-row {\n    flex-direction: column;\n    align-items: flex-start;\n    gap: 0.375rem;\n  }\n\n  .creator-row__stats {\n    margin-left: 0;\n    white-space: normal;\n    flex-wrap: wrap;\n  }\n\n  .creators-browse__title,\n  .topics-browse__title,\n  .creator-detail__name {\n    font-size: 1.375rem;\n  }\n\n  .topic-category__desc {\n    display: none;\n  }\n\n  .topic-subtopic {\n    padding-left: 2rem;\n  }\n}\n\n/* ── Report Issue Modal ─────────────────────────────────────────────────── */\n\n.modal-overlay {\n  position: fixed;\n  inset: 0;\n  background: var(--color-overlay);\n  display: flex;\n  align-items: center;\n  justify-content: center;\n  z-index: 1000;\n}\n\n.modal-content {\n  background: var(--color-bg-surface);\n  border: 1px solid var(--color-border);\n  border-radius: 12px;\n  padding: 1.5rem;\n  width: 90%;\n  max-width: 480px;\n  max-height: 90vh;\n  overflow-y: auto;\n}\n\n.report-modal__title {\n  margin: 0 0 0.75rem;\n  color: var(--color-text-primary);\n  font-size: 1.1rem;\n}\n\n.report-modal__context {\n  color: var(--color-text-secondary);\n  font-size: 0.85rem;\n  margin: 0 0 1rem;\n}\n\n.report-modal__context strong {\n  color: var(--color-text-primary);\n}\n\n.report-modal__success {\n  color: var(--color-accent);\n  margin: 0.5rem 0 1.5rem;\n}\n\n.report-modal__label {\n  display: flex;\n  flex-direction: column;\n  gap: 0.35rem;\n  margin-bottom: 1rem;\n  color: var(--color-text-secondary);\n  font-size: 0.85rem;\n}\n\n.report-modal__select {\n  background: var(--color-bg-input);\n  color: var(--color-text-primary);\n  border: 1px solid var(--color-border);\n  border-radius: 6px;\n  padding: 0.5rem;\n  font-size: 0.9rem;\n}\n\n.report-modal__textarea {\n  background: var(--color-bg-input);\n  color: var(--color-text-primary);\n  border: 1px solid var(--color-border);\n  border-radius: 6px;\n  padding: 0.5rem;\n  font-size: 0.9rem;\n  resize: vertical;\n  min-height: 80px;\n  font-family: inherit;\n}\n\n.report-modal__textarea:focus,\n.report-modal__select:focus {\n  outline: none;\n  border-color: var(--color-accent);\n}\n\n.report-modal__error {\n  color: var(--color-error);\n  font-size: 0.85rem;\n  margin: 0 0 0.75rem;\n}\n\n.report-modal__actions {\n  display: flex;\n  gap: 0.5rem;\n  justify-content: flex-end;\n}\n\n.report-issue-btn {\n  margin-top: 0.5rem;\n  align-self: flex-start;\n}\n\n/* ── Buttons ────────────────────────────────────────────────────────────── */\n\n.btn {\n  padding: 0.5rem 1rem;\n  border-radius: 6px;\n  font-size: 0.85rem;\n  cursor: pointer;\n  border: 1px solid var(--color-border);\n  transition: background 0.15s, border-color 0.15s;\n}\n\n.btn--small {\n  padding: 0.3rem 0.7rem;\n  font-size: 0.8rem;\n}\n\n.btn--primary {\n  background: var(--color-accent);\n  color: var(--color-bg-page);\n  border-color: var(--color-accent);\n  font-weight: 600;\n}\n\n.btn--primary:hover:not(:disabled) {\n  background: var(--color-accent-hover);\n}\n\n.btn--primary:disabled {\n  opacity: 0.5;\n  cursor: not-allowed;\n}\n\n.btn--secondary {\n  background: var(--color-bg-input);\n  color: var(--color-text-primary);\n  border-color: var(--color-border);\n}\n\n.btn--secondary:hover:not(:disabled) {\n  background: var(--color-border);\n}\n\n.btn--danger {\n  background: var(--color-badge-rejected-bg);\n  color: var(--color-badge-rejected-text);\n  border-color: var(--color-badge-rejected-bg);\n}\n\n.btn--danger:hover:not(:disabled) {\n  opacity: 0.85;\n}\n\n/* ── Admin Reports ──────────────────────────────────────────────────────── */\n\n.admin-reports {\n  max-width: 900px;\n  margin: 0 auto;\n  padding: 2rem 1rem;\n}\n\n.admin-reports__title {\n  color: var(--color-text-primary);\n  margin: 0 0 0.25rem;\n}\n\n.admin-reports__subtitle {\n  color: var(--color-text-muted);\n  margin: 0 0 1.5rem;\n  font-size: 0.9rem;\n}\n\n.admin-reports__filters {\n  margin-bottom: 1.25rem;\n}\n\n.admin-reports__list {\n  display: flex;\n  flex-direction: column;\n  gap: 0.75rem;\n}\n\n.report-card {\n  background: var(--color-bg-surface);\n  border: 1px solid var(--color-border);\n  border-radius: 8px;\n  overflow: hidden;\n}\n\n.report-card--open {\n  border-left: 3px solid var(--color-accent);\n}\n\n.report-card--acknowledged {\n  border-left: 3px solid var(--color-badge-pending-text);\n}\n\n.report-card--resolved {\n  border-left: 3px solid var(--color-badge-approved-text);\n}\n\n.report-card--dismissed {\n  border-left: 3px solid var(--color-text-muted);\n  opacity: 0.7;\n}\n\n.report-card__header {\n  padding: 0.75rem 1rem;\n  cursor: pointer;\n}\n\n.report-card__header:hover {\n  background: var(--color-bg-input);\n}\n\n.report-card__meta {\n  display: flex;\n  align-items: center;\n  gap: 0.5rem;\n  margin-bottom: 0.35rem;\n  flex-wrap: wrap;\n}\n\n.report-card__date {\n  color: var(--color-text-muted);\n  font-size: 0.8rem;\n  margin-left: auto;\n}\n\n.report-card__summary {\n  display: flex;\n  flex-direction: column;\n  gap: 0.15rem;\n}\n\n.report-card__content-title {\n  color: var(--color-text-primary);\n  font-weight: 500;\n  font-size: 0.9rem;\n}\n\n.report-card__description {\n  color: var(--color-text-secondary);\n  font-size: 0.85rem;\n}\n\n.report-card__detail {\n  padding: 0.75rem 1rem 1rem;\n  border-top: 1px solid var(--color-border);\n  display: flex;\n  flex-direction: column;\n  gap: 0.75rem;\n}\n\n.report-card__full-description {\n  color: var(--color-text-secondary);\n  font-size: 0.85rem;\n}\n\n.report-card__full-description strong {\n  color: var(--color-text-primary);\n}\n\n.report-card__full-description p {\n  margin: 0.25rem 0 0;\n  white-space: pre-wrap;\n}\n\n.report-card__url {\n  font-size: 0.8rem;\n  color: var(--color-text-muted);\n}\n\n.report-card__url a {\n  color: var(--color-accent);\n}\n\n.report-card__info-row {\n  display: flex;\n  gap: 1rem;\n  font-size: 0.8rem;\n  color: var(--color-text-muted);\n  flex-wrap: wrap;\n}\n\n.report-card__notes-label {\n  display: flex;\n  flex-direction: column;\n  gap: 0.25rem;\n  color: var(--color-text-secondary);\n  font-size: 0.85rem;\n}\n\n.report-card__notes {\n  background: var(--color-bg-input);\n  color: var(--color-text-primary);\n  border: 1px solid var(--color-border);\n  border-radius: 6px;\n  padding: 0.5rem;\n  font-size: 0.85rem;\n  font-family: inherit;\n  resize: vertical;\n}\n\n.report-card__notes:focus {\n  outline: none;\n  border-color: var(--color-accent);\n}\n\n.report-card__actions {\n  display: flex;\n  gap: 0.5rem;\n  flex-wrap: wrap;\n}\n\n/* Status pill colors */\n.pill--open {\n  background: var(--color-accent-subtle);\n  color: var(--color-accent);\n}\n\n.pill--acknowledged {\n  background: var(--color-badge-pending-bg);\n  color: var(--color-badge-pending-text);\n}\n\n.pill--resolved {\n  background: var(--color-badge-approved-bg);\n  color: var(--color-badge-approved-text);\n}\n\n.pill--dismissed {\n  background: var(--color-bg-input);\n  color: var(--color-text-muted);\n}\n\n/* ── Version Switcher ───────────────────────────────────────────────────── */\n\n.technique-header__actions {\n  display: flex;\n  align-items: center;\n  gap: 0.75rem;\n  margin-top: 0.5rem;\n  flex-wrap: wrap;\n}\n\n.version-switcher {\n  display: flex;\n  align-items: center;\n  gap: 0.4rem;\n}\n\n.version-switcher__label {\n  color: var(--color-text-muted);\n  font-size: 0.8rem;\n}\n\n.version-switcher__select {\n  background: var(--color-bg-input);\n  color: var(--color-text-primary);\n  border: 1px solid var(--color-border);\n  border-radius: 6px;\n  padding: 0.3rem 0.5rem;\n  font-size: 0.8rem;\n  cursor: pointer;\n}\n\n.version-switcher__select:focus {\n  outline: none;\n  border-color: var(--color-accent);\n}\n\n.version-switcher__loading {\n  color: var(--color-text-muted);\n  font-size: 0.75rem;\n  font-style: italic;\n}\n\n.technique-banner--version {\n  background: var(--color-accent-subtle);\n  border: 1px solid var(--color-accent);\n  border-radius: 8px;\n  padding: 0.6rem 1rem;\n  color: var(--color-accent);\n  font-size: 0.85rem;\n  display: flex;\n  align-items: center;\n  flex-wrap: wrap;\n  margin-bottom: 1rem;\n}\n\n/* ── Version Metadata ───────────────────────────────────────────────────── */\n\n.version-metadata {\n  background: var(--color-bg-surface);\n  border: 1px solid var(--color-border);\n  border-radius: 8px;\n  padding: 0.75rem 1rem;\n  margin-bottom: 1.5rem;\n}\n\n.version-metadata__title {\n  color: var(--color-text-secondary);\n  font-size: 0.8rem;\n  font-weight: 600;\n  margin: 0 0 0.5rem;\n  text-transform: uppercase;\n  letter-spacing: 0.04em;\n}\n\n.version-metadata__grid {\n  display: flex;\n  gap: 1.5rem;\n  flex-wrap: wrap;\n}\n\n.version-metadata__item {\n  display: flex;\n  flex-direction: column;\n  gap: 0.15rem;\n}\n\n.version-metadata__item--wide {\n  flex-basis: 100%;\n}\n\n.version-metadata__key {\n  color: var(--color-text-muted);\n  font-size: 0.75rem;\n  text-transform: uppercase;\n  letter-spacing: 0.03em;\n}\n\n.version-metadata__value {\n  color: var(--color-text-primary);\n  font-size: 0.85rem;\n}\n\n.version-metadata__hashes {\n  display: flex;\n  flex-direction: column;\n  gap: 0.2rem;\n  margin-top: 0.15rem;\n}\n\n.version-metadata__hash {\n  display: flex;\n  align-items: center;\n  gap: 0.5rem;\n  font-size: 0.8rem;\n}\n\n.version-metadata__hash-file {\n  color: var(--color-text-secondary);\n}\n\n.version-metadata__hash-value {\n  font-family: \"SF Mono\", \"Fira Code\", monospace;\n  color: var(--color-text-muted);\n  font-size: 0.75rem;\n  background: var(--color-bg-input);\n  padding: 0.1rem 0.35rem;\n  border-radius: 3px;\n}\n\n/* ── Pipeline Admin ─────────────────────────────────────────────────────── */\n\n.admin-pipeline {\n  max-width: 1100px;\n  margin: 0 auto;\n  padding: 2rem 1rem;\n}\n\n.admin-pipeline__header {\n  display: flex;\n  justify-content: space-between;\n  align-items: flex-start;\n  gap: 1rem;\n  margin-bottom: 1.5rem;\n  flex-wrap: wrap;\n}\n\n.admin-pipeline__header-right {\n  display: flex;\n  align-items: center;\n  gap: 1rem;\n  flex-wrap: wrap;\n}\n\n.admin-pipeline__title {\n  color: var(--color-text-primary);\n  margin: 0 0 0.25rem;\n}\n\n.admin-pipeline__subtitle {\n  color: var(--color-text-muted);\n  margin: 0;\n  font-size: 0.9rem;\n}\n\n.admin-pipeline__list {\n  display: flex;\n  flex-direction: column;\n  gap: 0.75rem;\n}\n\n/* ── Worker Status Indicator ────────────────────────────────────────────── */\n\n.worker-status {\n  display: flex;\n  align-items: center;\n  gap: 0.5rem;\n  font-size: 0.8125rem;\n  color: var(--color-text-secondary);\n  padding: 0.35rem 0.75rem;\n  background: var(--color-bg-surface);\n  border: 1px solid var(--color-border);\n  border-radius: 6px;\n  white-space: nowrap;\n}\n\n.worker-status__dot {\n  display: inline-block;\n  width: 8px;\n  height: 8px;\n  border-radius: 50%;\n  flex-shrink: 0;\n}\n\n.worker-status__dot--online {\n  background: var(--color-badge-approved-text);\n  box-shadow: 0 0 6px var(--color-badge-approved-text);\n}\n\n.worker-status__dot--offline {\n  background: var(--color-error);\n  box-shadow: 0 0 6px var(--color-error);\n}\n\n.worker-status__dot--unknown {\n  background: var(--color-text-muted);\n}\n\n.worker-status__label {\n  font-weight: 500;\n}\n\n.worker-status__detail {\n  color: var(--color-text-muted);\n  font-size: 0.75rem;\n}\n\n.worker-status--error {\n  border-color: var(--color-error-border);\n}\n\n/* ── Pipeline Video Row ─────────────────────────────────────────────────── */\n\n.pipeline-video {\n  background: var(--color-bg-surface);\n  border: 1px solid var(--color-border);\n  border-radius: 8px;\n  overflow: hidden;\n}\n\n.pipeline-video__header {\n  display: grid;\n  grid-template-columns: 1fr auto auto;\n  gap: 0.75rem;\n  align-items: center;\n  padding: 0.75rem 1rem;\n  cursor: pointer;\n}\n\n.pipeline-video__header:hover {\n  background: var(--color-bg-input);\n}\n\n.pipeline-video__info {\n  display: flex;\n  flex-direction: column;\n  gap: 0.1rem;\n  min-width: 0;\n}\n\n.pipeline-video__filename {\n  color: var(--color-text-primary);\n  font-weight: 500;\n  font-size: 0.9rem;\n  overflow: hidden;\n  text-overflow: ellipsis;\n  white-space: nowrap;\n}\n\n.pipeline-video__creator {\n  color: var(--color-text-muted);\n  font-size: 0.8rem;\n}\n\n.pipeline-video__meta {\n  display: flex;\n  align-items: center;\n  gap: 0.625rem;\n  flex-wrap: wrap;\n}\n\n.pipeline-video__stat {\n  color: var(--color-text-muted);\n  font-size: 0.8rem;\n  white-space: nowrap;\n}\n\n.pipeline-video__time {\n  color: var(--color-text-muted);\n  font-size: 0.75rem;\n  white-space: nowrap;\n}\n\n.pipeline-video__actions {\n  display: flex;\n  gap: 0.375rem;\n}\n\n.pipeline-video__message {\n  padding: 0.375rem 1rem;\n  font-size: 0.8rem;\n}\n\n.pipeline-video__message--ok {\n  background: var(--color-badge-approved-bg);\n  color: var(--color-badge-approved-text);\n}\n\n.pipeline-video__message--err {\n  background: var(--color-error-bg);\n  color: var(--color-error);\n}\n\n.pipeline-video__detail {\n  padding: 0.75rem 1rem 1rem;\n  border-top: 1px solid var(--color-border);\n}\n\n.pipeline-video__detail-meta {\n  display: flex;\n  gap: 1.25rem;\n  font-size: 0.8rem;\n  color: var(--color-text-muted);\n  margin-bottom: 1rem;\n  flex-wrap: wrap;\n}\n\n/* ── Pipeline Badges ────────────────────────────────────────────────────── */\n\n.pipeline-badge {\n  display: inline-flex;\n  align-items: center;\n  padding: 0.15rem 0.5rem;\n  border-radius: 4px;\n  font-size: 0.75rem;\n  font-weight: 500;\n  background: var(--color-pill-bg);\n  color: var(--color-pill-text);\n  white-space: nowrap;\n}\n\n.pipeline-badge--success {\n  background: var(--color-badge-approved-bg);\n  color: var(--color-badge-approved-text);\n}\n\n.pipeline-badge--active {\n  background: var(--color-badge-edited-bg);\n  color: var(--color-badge-edited-text);\n}\n\n.pipeline-badge--error {\n  background: var(--color-badge-rejected-bg);\n  color: var(--color-badge-rejected-text);\n}\n\n.pipeline-badge--pending {\n  background: var(--color-badge-pending-bg);\n  color: var(--color-badge-pending-text);\n}\n\n.pipeline-badge--event-start {\n  background: var(--color-badge-edited-bg);\n  color: var(--color-badge-edited-text);\n}\n\n.pipeline-badge--event-complete {\n  background: var(--color-badge-approved-bg);\n  color: var(--color-badge-approved-text);\n}\n\n.pipeline-badge--event-error {\n  background: var(--color-badge-rejected-bg);\n  color: var(--color-badge-rejected-text);\n}\n\n.pipeline-badge--event-llm_call {\n  background: var(--color-pill-plugin-bg);\n  color: var(--color-pill-plugin-text);\n}\n\n/* ── Pipeline Events ────────────────────────────────────────────────────── */\n\n.pipeline-events__header {\n  display: flex;\n  align-items: center;\n  justify-content: space-between;\n  margin-bottom: 0.75rem;\n}\n\n.pipeline-events__count {\n  font-size: 0.85rem;\n  color: var(--color-text-secondary);\n  font-weight: 500;\n}\n\n.pipeline-events__view-toggle {\n  display: inline-flex;\n  border: 1px solid var(--color-border);\n  border-radius: 6px;\n  overflow: hidden;\n}\n\n.pipeline-events__view-btn {\n  background: transparent;\n  border: none;\n  color: var(--color-text-secondary);\n  font-size: 0.75rem;\n  font-weight: 500;\n  padding: 0.25rem 0.625rem;\n  cursor: pointer;\n  font-family: inherit;\n  transition: background 0.15s, color 0.15s;\n}\n\n.pipeline-events__view-btn:hover {\n  color: var(--color-text-primary);\n  background: var(--color-accent-subtle);\n}\n\n.pipeline-events__view-btn--active {\n  background: var(--color-accent);\n  color: var(--color-bg-page);\n}\n\n.pipeline-events__view-btn--active:hover {\n  background: var(--color-accent-hover);\n  color: var(--color-bg-page);\n}\n\n.pipeline-events__empty {\n  font-size: 0.85rem;\n  color: var(--color-text-muted);\n  padding: 0.5rem 0;\n}\n\n.pipeline-events__list {\n  display: flex;\n  flex-direction: column;\n  gap: 0.25rem;\n}\n\n.pipeline-event {\n  background: var(--color-bg-page);\n  border: 1px solid var(--color-border);\n  border-radius: 6px;\n  padding: 0.5rem 0.75rem;\n}\n\n.pipeline-event--error {\n  border-left: 3px solid var(--color-error);\n}\n\n.pipeline-event__row {\n  display: flex;\n  align-items: center;\n  gap: 0.5rem;\n  flex-wrap: wrap;\n}\n\n.pipeline-event__icon {\n  font-size: 0.85rem;\n  flex-shrink: 0;\n  width: 1.25rem;\n  text-align: center;\n}\n\n.pipeline-event__stage {\n  color: var(--color-text-primary);\n  font-size: 0.8125rem;\n  font-weight: 500;\n}\n\n.pipeline-event__model {\n  color: var(--color-text-muted);\n  font-size: 0.75rem;\n  font-family: monospace;\n}\n\n.pipeline-event__tokens {\n  color: var(--color-pill-plugin-text);\n  font-size: 0.75rem;\n  font-weight: 500;\n}\n\n.pipeline-event__duration {\n  color: var(--color-text-muted);\n  font-size: 0.75rem;\n}\n\n.pipeline-event__time {\n  color: var(--color-text-muted);\n  font-size: 0.75rem;\n  margin-left: auto;\n  white-space: nowrap;\n}\n\n/* ── Pipeline Events Pager ──────────────────────────────────────────────── */\n\n.pipeline-events__pager {\n  display: flex;\n  align-items: center;\n  justify-content: center;\n  gap: 0.75rem;\n  margin-top: 0.75rem;\n}\n\n.pipeline-events__pager-info {\n  font-size: 0.8rem;\n  color: var(--color-text-muted);\n}\n\n/* ── Collapsible JSON ───────────────────────────────────────────────────── */\n\n.json-viewer {\n  margin-top: 0.375rem;\n}\n\n.json-viewer__toggle {\n  background: none;\n  border: none;\n  color: var(--color-accent);\n  font-size: 0.75rem;\n  cursor: pointer;\n  padding: 0;\n  font-family: inherit;\n}\n\n.json-viewer__toggle:hover {\n  color: var(--color-accent-hover);\n}\n\n.json-viewer__content {\n  margin: 0.375rem 0 0;\n  padding: 0.5rem 0.75rem;\n  background: var(--color-bg-transcript);\n  border: 1px solid var(--color-border);\n  border-radius: 4px;\n  color: var(--color-text-secondary);\n  font-size: 0.75rem;\n  line-height: 1.5;\n  overflow-x: auto;\n  max-height: 300px;\n  overflow-y: auto;\n}\n"}],"isError":false,"timestamp":1774870582429}}
{"type":"message","id":"d894e5dc","parentId":"be5a49ca","timestamp":"2026-03-30T11:36:22.438Z","message":{"role":"toolResult","toolCallId":"toolu_01UKouxzUC9FiWyS1zU1NspQ","toolName":"bash","content":[{"type":"text","text":"168:def _load_canonical_tags() -> dict:\n169:    \"\"\"Load canonical tag taxonomy from config/canonical_tags.yaml.\"\"\"\n172:        Path(\"config/canonical_tags.yaml\"),\n173:        Path(\"../config/canonical_tags.yaml\"),\n180:        \"canonical_tags.yaml not found. Searched: \" + \", \".join(str(c) for c in candidates)\n185:    \"\"\"Format the canonical tags taxonomy as readable text for the LLM prompt.\"\"\"\n190:        lines.append(f\"  Sub-topics: {', '.join(cat.get('sub_topics', []))}\")\n421:    \"\"\"Classify key moments against the canonical tag taxonomy.\n424:    canonical taxonomy, and stores classification results in Redis for\n454:        # Load canonical tags\n455:        tags_data = _load_canonical_tags()\n500:                    \"topic_category\": cls.topic_category,\n604:    Groups moments by (creator, topic_category), calls the LLM to synthesize\n642:        # Group moments by topic_category (from classification)\n646:            category = cls_info.get(\"topic_category\", \"Uncategorized\")\n694:                            \"topic_category\": existing.topic_category,\n741:                        topic_category=page_data.topic_category or category,\n840:                text = f\"{p.title} {p.summary or ''} {p.topic_category or ''}\"\n846:                    \"topic_category\": p.topic_category or \"\",\n"}],"isError":false,"timestamp":1774870582435}}
{"type":"message","id":"7dfe6cc0","parentId":"d894e5dc","timestamp":"2026-03-30T11:36:28.262Z","message":{"role":"assistant","content":[{"type":"text","text":"Now let me look at the backend's API layer to find where the `/topics` endpoint is defined. The backend only has `pipeline/stages.py` in this repo, so the API routes must be in the Docker image. Let me check if there's a separate API codebase referenced."},{"type":"toolCall","id":"toolu_016ywfctceZdae6A6G3vMHDp","name":"bash","arguments":{"command":"ssh ub01 \"ls /vmPool/r/repos/xpltdco/chrysopedia/backend/\" 2>/dev/null"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":146,"cacheRead":92329,"cacheWrite":7407,"totalTokens":99883,"cost":{"input":0.000005,"output":0.00365,"cacheRead":0.0461645,"cacheWrite":0.04629375,"total":0.09611325}},"stopReason":"toolUse","timestamp":1774870582436}}
{"type":"message","id":"d42fa009","parentId":"7dfe6cc0","timestamp":"2026-03-30T11:36:28.976Z","message":{"role":"toolResult","toolCallId":"toolu_016ywfctceZdae6A6G3vMHDp","toolName":"bash","content":[{"type":"text","text":"config.py\ndatabase.py\nmain.py\nmodels.py\npipeline\n__pycache__\npytest.ini\nredis_client.py\nrequirements.txt\nrouters\nschemas.py\nsearch_service.py\ntests\nworker.py\n"}],"isError":false,"timestamp":1774870588974}}
{"type":"message","id":"1999932d","parentId":"d42fa009","timestamp":"2026-03-30T11:36:32.074Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"toolu_011RoWkUC82udYAbN9JAThWZ","name":"bash","arguments":{"command":"ssh ub01 \"ls /vmPool/r/repos/xpltdco/chrysopedia/backend/routers/\" 2>/dev/null"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":87,"cacheRead":99736,"cacheWrite":215,"totalTokens":100039,"cost":{"input":0.000005,"output":0.0021750000000000003,"cacheRead":0.049867999999999996,"cacheWrite":0.0013437500000000001,"total":0.053391749999999995}},"stopReason":"toolUse","timestamp":1774870588975}}
{"type":"message","id":"fd033290","parentId":"1999932d","timestamp":"2026-03-30T11:36:32.395Z","message":{"role":"toolResult","toolCallId":"toolu_011RoWkUC82udYAbN9JAThWZ","toolName":"bash","content":[{"type":"text","text":"creators.py\nhealth.py\ningest.py\n__init__.py\npipeline.py\nreports.py\nreview.py\nsearch.py\ntechniques.py\ntopics.py\nvideos.py\n"}],"isError":false,"timestamp":1774870592391}}
{"type":"message","id":"220eae81","parentId":"fd033290","timestamp":"2026-03-30T11:36:35.742Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"toolu_01Fqkex54wCYgeC1CXZPLsfp","name":"bash","arguments":{"command":"ssh ub01 \"cat /vmPool/r/repos/xpltdco/chrysopedia/backend/routers/topics.py\" 2>/dev/null"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":91,"cacheRead":99951,"cacheWrite":145,"totalTokens":100188,"cost":{"input":0.000005,"output":0.002275,"cacheRead":0.0499755,"cacheWrite":0.00090625,"total":0.053161749999999994}},"stopReason":"toolUse","timestamp":1774870592393}}
{"type":"message","id":"ca3da800","parentId":"220eae81","timestamp":"2026-03-30T11:36:36.062Z","message":{"role":"toolResult","toolCallId":"toolu_01Fqkex54wCYgeC1CXZPLsfp","toolName":"bash","content":[{"type":"text","text":"\"\"\"Topics endpoint — two-level category hierarchy with aggregated counts.\"\"\"\n\nfrom __future__ import annotations\n\nimport logging\nimport os\nfrom typing import Annotated, Any\n\nimport yaml\nfrom fastapi import APIRouter, Depends, Query\nfrom sqlalchemy import func, select\nfrom sqlalchemy.ext.asyncio import AsyncSession\n\nfrom database import get_session\nfrom models import Creator, TechniquePage\nfrom schemas import (\n    PaginatedResponse,\n    TechniquePageRead,\n    TopicCategory,\n    TopicSubTopic,\n)\n\nlogger = logging.getLogger(\"chrysopedia.topics\")\n\nrouter = APIRouter(prefix=\"/topics\", tags=[\"topics\"])\n\n# Path to canonical_tags.yaml relative to the backend directory\n_TAGS_PATH = os.path.join(os.path.dirname(__file__), \"..\", \"..\", \"config\", \"canonical_tags.yaml\")\n\n\ndef _load_canonical_tags() -> list[dict[str, Any]]:\n    \"\"\"Load the canonical tag categories from YAML.\"\"\"\n    path = os.path.normpath(_TAGS_PATH)\n    try:\n        with open(path) as f:\n            data = yaml.safe_load(f)\n        return data.get(\"categories\", [])\n    except FileNotFoundError:\n        logger.warning(\"canonical_tags.yaml not found at %s\", path)\n        return []\n\n\n@router.get(\"\", response_model=list[TopicCategory])\nasync def list_topics(\n    db: AsyncSession = Depends(get_session),\n) -> list[TopicCategory]:\n    \"\"\"Return the two-level topic hierarchy with technique/creator counts per sub-topic.\n\n    Categories come from ``canonical_tags.yaml``. Counts are computed\n    from live DB data by matching ``topic_tags`` array contents.\n    \"\"\"\n    categories = _load_canonical_tags()\n\n    # Pre-fetch all technique pages with their tags and creator_ids for counting\n    tp_stmt = select(\n        TechniquePage.topic_category,\n        TechniquePage.topic_tags,\n        TechniquePage.creator_id,\n    )\n    tp_result = await db.execute(tp_stmt)\n    tp_rows = tp_result.all()\n\n    # Build per-sub-topic counts\n    result: list[TopicCategory] = []\n    for cat in categories:\n        cat_name = cat.get(\"name\", \"\")\n        cat_desc = cat.get(\"description\", \"\")\n        sub_topic_names: list[str] = cat.get(\"sub_topics\", [])\n\n        sub_topics: list[TopicSubTopic] = []\n        for st_name in sub_topic_names:\n            technique_count = 0\n            creator_ids: set[str] = set()\n\n            for tp_cat, tp_tags, tp_creator_id in tp_rows:\n                tags = tp_tags or []\n                # Match if the sub-topic name appears in the technique's tags\n                # or if the category matches and tag is in sub-topics\n                if st_name.lower() in [t.lower() for t in tags]:\n                    technique_count += 1\n                    creator_ids.add(str(tp_creator_id))\n\n            sub_topics.append(\n                TopicSubTopic(\n                    name=st_name,\n                    technique_count=technique_count,\n                    creator_count=len(creator_ids),\n                )\n            )\n\n        result.append(\n            TopicCategory(\n                name=cat_name,\n                description=cat_desc,\n                sub_topics=sub_topics,\n            )\n        )\n\n    return result\n\n\n@router.get(\"/{category_slug}\", response_model=PaginatedResponse)\nasync def get_topic_techniques(\n    category_slug: str,\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) -> PaginatedResponse:\n    \"\"\"Return technique pages filtered by topic_category.\n\n    The ``category_slug`` is matched case-insensitively against\n    ``technique_pages.topic_category`` (e.g. 'sound-design' matches 'Sound design').\n    \"\"\"\n    # Normalize slug to category name: replace hyphens with spaces, title-case\n    category_name = category_slug.replace(\"-\", \" \").title()\n\n    # Also try exact match on the slug form\n    stmt = select(TechniquePage).where(\n        TechniquePage.topic_category.ilike(category_name)\n    )\n\n    count_stmt = select(func.count()).select_from(stmt.subquery())\n    count_result = await db.execute(count_stmt)\n    total = count_result.scalar() or 0\n\n    stmt = stmt.order_by(TechniquePage.title).offset(offset).limit(limit)\n    result = await db.execute(stmt)\n    pages = result.scalars().all()\n\n    return PaginatedResponse(\n        items=[TechniquePageRead.model_validate(p) for p in pages],\n        total=total,\n        offset=offset,\n        limit=limit,\n    )\n"}],"isError":false,"timestamp":1774870596060}}
{"type":"message","id":"a15b916d","parentId":"ca3da800","timestamp":"2026-03-30T11:36:40.955Z","message":{"role":"assistant","content":[{"type":"text","text":"Now let me look at the canonical_tags.yaml to see what 6 categories exist and what \"Music Theory\" addition means."},{"type":"toolCall","id":"toolu_01BB478dE2e9ZbtxspJuD1yn","name":"bash","arguments":{"command":"ssh ub01 \"cat /vmPool/r/repos/xpltdco/chrysopedia/config/canonical_tags.yaml\" 2>/dev/null"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":119,"cacheRead":100096,"cacheWrite":1359,"totalTokens":101575,"cost":{"input":0.000005,"output":0.002975,"cacheRead":0.050047999999999995,"cacheWrite":0.00849375,"total":0.06152174999999999}},"stopReason":"toolUse","timestamp":1774870596061}}
{"type":"message","id":"86797b7c","parentId":"a15b916d","timestamp":"2026-03-30T11:36:41.253Z","message":{"role":"toolResult","toolCallId":"toolu_01BB478dE2e9ZbtxspJuD1yn","toolName":"bash","content":[{"type":"text","text":"# Canonical tags — 6 top-level production categories\n# Sub-topics grow organically during pipeline extraction\ncategories:\n  - name: Sound design\n    description: Creating and shaping sounds from scratch or samples\n    sub_topics: [bass, drums, kick, snare, hi-hat, percussion, pads, leads, fx, foley, vocals, textures]\n\n  - name: Mixing\n    description: Balancing, processing, and spatializing elements\n    sub_topics: [eq, compression, bus processing, reverb, delay, stereo imaging, gain staging, automation]\n\n  - name: Synthesis\n    description: Methods of generating sound\n    sub_topics: [fm, wavetable, granular, additive, subtractive, modular, physical modeling]\n\n  - name: Arrangement\n    description: Structuring a track from intro to outro\n    sub_topics: [song structure, transitions, tension, energy flow, breakdowns, drops]\n\n  - name: Workflow\n    description: Creative process, session management, productivity\n    sub_topics: [daw setup, templates, creative process, collaboration, file management, resampling]\n\n  - name: Mastering\n    description: Final stage processing for release\n    sub_topics: [limiting, stereo width, loudness, format delivery, referencing]\n\n# Genre taxonomy (assigned to Creators, not techniques)\ngenres:\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"}],"isError":false,"timestamp":1774870601251}}
{"type":"message","id":"b40ff7a1","parentId":"86797b7c","timestamp":"2026-03-30T11:36:47.204Z","message":{"role":"assistant","content":[{"type":"text","text":"Good — currently 6 categories. The slice asks for 7, adding Music Theory. Now let me check the schemas.py for TopicCategory and the existing per-category badge colors."},{"type":"toolCall","id":"toolu_01XRBynSUDdQFzxnXREsKzZu","name":"bash","arguments":{"command":"ssh ub01 \"grep -n 'TopicCategory\\|TopicSubTopic\\|topic_category\\|topic_tags' /vmPool/r/repos/xpltdco/chrysopedia/backend/schemas.py\" 2>/dev/null"}},{"type":"toolCall","id":"toolu_019Z28PQKzWxQ274EiRWCEkE","name":"bash","arguments":{"command":"ssh ub01 \"grep -n 'topic_category\\|topic_tags' /vmPool/r/repos/xpltdco/chrysopedia/backend/models.py\" 2>/dev/null"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":238,"cacheRead":101455,"cacheWrite":524,"totalTokens":102218,"cost":{"input":0.000005,"output":0.00595,"cacheRead":0.050727499999999995,"cacheWrite":0.003275,"total":0.0599575}},"stopReason":"toolUse","timestamp":1774870601252}}
{"type":"message","id":"dc946728","parentId":"b40ff7a1","timestamp":"2026-03-30T11:36:47.538Z","message":{"role":"toolResult","toolCallId":"toolu_01XRBynSUDdQFzxnXREsKzZu","toolName":"bash","content":[{"type":"text","text":"122:    topic_category: str\n123:    topic_tags: list[str] | None = None\n266:    topic_category: str = \"\"\n267:    topic_tags: list[str] = Field(default_factory=list)\n349:class TopicSubTopic(BaseModel):\n356:class TopicCategory(BaseModel):\n360:    sub_topics: list[TopicSubTopic] = Field(default_factory=list)\n"}],"isError":false,"timestamp":1774870607537}}
{"type":"message","id":"7703f6d2","parentId":"dc946728","timestamp":"2026-03-30T11:36:47.540Z","message":{"role":"toolResult","toolCallId":"toolu_019Z28PQKzWxQ274EiRWCEkE","toolName":"bash","content":[{"type":"text","text":"229:    topic_category: Mapped[str] = mapped_column(String(255), nullable=False)\n230:    topic_tags: Mapped[list[str] | None] = mapped_column(ARRAY(String), nullable=True)\n"}],"isError":false,"timestamp":1774870607537}}
{"type":"message","id":"2b0ff6de","parentId":"7703f6d2","timestamp":"2026-03-30T11:36:53.442Z","message":{"role":"assistant","content":[{"type":"text","text":"Now I have the full picture. Let me check the existing category badge CSS to understand the pattern for adding \"Music Theory\":"},{"type":"toolCall","id":"toolu_01WwkHY36XqSZKiUPAE8Cttu","name":"bash","arguments":{"command":"grep -n \"badge--cat-\" /home/aux/projects/content-to-kb-automator/frontend/src/App.css | head -20"}},{"type":"toolCall","id":"toolu_01Dv5tPMaQo8ft7HVPyBZ8V9","name":"bash","arguments":{"command":"grep -rn \"badge--cat-\\|getCategoryClass\\|categoryClass\\|cat-sound\\|cat-mix\" /home/aux/projects/content-to-kb-automator/frontend/src --include=\"*.tsx\" --include=\"*.ts\" | head -20"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":211,"cacheRead":101979,"cacheWrite":463,"totalTokens":102654,"cost":{"input":0.000005,"output":0.005275,"cacheRead":0.0509895,"cacheWrite":0.00289375,"total":0.05916325}},"stopReason":"toolUse","timestamp":1774870607539}}
{"type":"message","id":"8055fb91","parentId":"2b0ff6de","timestamp":"2026-03-30T11:36:53.460Z","message":{"role":"toolResult","toolCallId":"toolu_01WwkHY36XqSZKiUPAE8Cttu","toolName":"bash","content":[{"type":"text","text":"1201:.badge--cat-sound-design { background: var(--color-badge-cat-sound-design-bg); color: var(--color-badge-cat-sound-design-text); }\n1202:.badge--cat-mixing { background: var(--color-badge-cat-mixing-bg); color: var(--color-badge-cat-mixing-text); }\n1203:.badge--cat-synthesis { background: var(--color-badge-cat-synthesis-bg); color: var(--color-badge-cat-synthesis-text); }\n1204:.badge--cat-arrangement { background: var(--color-badge-cat-arrangement-bg); color: var(--color-badge-cat-arrangement-text); }\n1205:.badge--cat-workflow { background: var(--color-badge-cat-workflow-bg); color: var(--color-badge-cat-workflow-text); }\n1206:.badge--cat-mastering { background: var(--color-badge-cat-mastering-bg); color: var(--color-badge-cat-mastering-text); }\n"}],"isError":false,"timestamp":1774870613460}}
{"type":"message","id":"30ff7c8a","parentId":"8055fb91","timestamp":"2026-03-30T11:36:53.469Z","message":{"role":"toolResult","toolCallId":"toolu_01Dv5tPMaQo8ft7HVPyBZ8V9","toolName":"bash","content":[{"type":"text","text":"/home/aux/projects/content-to-kb-automator/frontend/src/pages/TechniquePage.tsx:244:          <span className={`badge badge--category badge--cat-${displayCategory?.toLowerCase().replace(/\\s+/g, '-') ?? ''}`}>\n"}],"isError":false,"timestamp":1774870613466}}
{"type":"message","id":"38e85a9e","parentId":"30ff7c8a","timestamp":"2026-03-30T11:37:02.336Z","message":{"role":"assistant","content":[{"type":"text","text":"The badge class is derived dynamically from category name — `badge--cat-{slugified}`. So adding Music Theory requires adding CSS vars `--color-badge-cat-music-theory-bg/text` and the CSS class `.badge--cat-music-theory`.\n\nNow let me understand the scope of the redesign. The roadmap says \"improved visual layout — category cards with descriptions, sub-topic counts, better structure.\" Currently it's an accordion list. The redesign wants category cards."},{"type":"toolCall","id":"toolu_011ib1pLnUrRKgCqtmNkko6u","name":"bash","arguments":{"command":"ssh ub01 \"grep -c 'topic_category' /vmPool/r/repos/xpltdco/chrysopedia/backend/models.py\" 2>/dev/null; echo \"---\"; ssh ub01 \"cat /vmPool/r/repos/xpltdco/chrysopedia/backend/schemas.py | head -10\" 2>/dev/null"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":249,"cacheRead":102442,"cacheWrite":592,"totalTokens":103284,"cost":{"input":0.000005,"output":0.0062250000000000005,"cacheRead":0.051220999999999996,"cacheWrite":0.0037,"total":0.061151}},"stopReason":"toolUse","timestamp":1774870613468}}
{"type":"message","id":"4d830b20","parentId":"38e85a9e","timestamp":"2026-03-30T11:37:02.971Z","message":{"role":"toolResult","toolCallId":"toolu_011ib1pLnUrRKgCqtmNkko6u","toolName":"bash","content":[{"type":"text","text":"1\n---\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\"\"\"\n\nfrom __future__ import annotations\n\nimport uuid\nfrom datetime import datetime\n"}],"isError":false,"timestamp":1774870622969}}
{"type":"message","id":"2612fd37","parentId":"4d830b20","timestamp":"2026-03-30T11:37:06.819Z","message":{"role":"assistant","content":[{"type":"text","text":"Let me check one more thing — whether the current topics page on production actually works, to understand the baseline:"},{"type":"toolCall","id":"toolu_01EESfG2YAQhCme5GVbW8h1h","name":"bash","arguments":{"command":"ssh ub01 \"curl -s http://localhost:8096/api/v1/topics | python3 -m json.tool | head -40\" 2>/dev/null"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":116,"cacheRead":103034,"cacheWrite":329,"totalTokens":103480,"cost":{"input":0.000005,"output":0.0029000000000000002,"cacheRead":0.051517,"cacheWrite":0.00205625,"total":0.05647825}},"stopReason":"toolUse","timestamp":1774870622970}}
{"type":"message","id":"3b58b205","parentId":"2612fd37","timestamp":"2026-03-30T11:37:07.156Z","message":{"role":"toolResult","toolCallId":"toolu_01EESfG2YAQhCme5GVbW8h1h","toolName":"bash","content":[{"type":"text","text":"[\n    {\n        \"name\": \"Sound design\",\n        \"description\": \"Creating and shaping sounds from scratch or samples\",\n        \"sub_topics\": [\n            {\n                \"name\": \"bass\",\n                \"technique_count\": 1,\n                \"creator_count\": 1\n            },\n            {\n                \"name\": \"drums\",\n                \"technique_count\": 0,\n                \"creator_count\": 0\n            },\n            {\n                \"name\": \"kick\",\n                \"technique_count\": 0,\n                \"creator_count\": 0\n            },\n            {\n                \"name\": \"snare\",\n                \"technique_count\": 0,\n                \"creator_count\": 0\n            },\n            {\n                \"name\": \"hi-hat\",\n                \"technique_count\": 0,\n                \"creator_count\": 0\n            },\n            {\n                \"name\": \"percussion\",\n                \"technique_count\": 0,\n                \"creator_count\": 0\n            },\n            {\n                \"name\": \"pads\",\n                \"technique_count\": 0,\n                \"creator_count\": 0\n            },\n"}],"isError":false,"timestamp":1774870627153}}
{"type":"message","id":"ba10a83f","parentId":"3b58b205","timestamp":"2026-03-30T11:37:11.393Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"toolu_01BGz9PXran3v9SGXNFwLBf7","name":"bash","arguments":{"command":"ssh ub01 \"curl -s http://localhost:8096/api/v1/topics | python3 -c 'import json,sys; data=json.load(sys.stdin); [print(f\\\"{c[\\\"name\\\"]}: {len(c[\\\"sub_topics\\\"])} sub-topics, {sum(s[\\\"technique_count\\\"] for s in c[\\\"sub_topics\\\"])} techniques\\\") for c in data]'\" 2>/dev/null"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":163,"cacheRead":103363,"cacheWrite":400,"totalTokens":103927,"cost":{"input":0.000005,"output":0.0040750000000000005,"cacheRead":0.0516815,"cacheWrite":0.0025,"total":0.0582615}},"stopReason":"toolUse","timestamp":1774870627154}}
{"type":"message","id":"46acb67d","parentId":"ba10a83f","timestamp":"2026-03-30T11:37:11.730Z","message":{"role":"toolResult","toolCallId":"toolu_01BGz9PXran3v9SGXNFwLBf7","toolName":"bash","content":[{"type":"text","text":"Sound design: 12 sub-topics, 6 techniques\nMixing: 8 sub-topics, 0 techniques\nSynthesis: 7 sub-topics, 1 techniques\nArrangement: 6 sub-topics, 0 techniques\nWorkflow: 6 sub-topics, 0 techniques\nMastering: 5 sub-topics, 0 techniques\n"}],"isError":false,"timestamp":1774870631728}}
{"type":"message","id":"d932e040","parentId":"46acb67d","timestamp":"2026-03-30T11:37:16.942Z","message":{"role":"assistant","content":[{"type":"text","text":"Good. 6 categories currently, with sparse real data. Now I have everything I need to write the research. Let me also quickly check the App.tsx router to understand routing:"},{"type":"toolCall","id":"toolu_015QFzhbQ6QjqX6uJeopjkJP","name":"bash","arguments":{"command":"grep -n \"topics\\|Topics\" /home/aux/projects/content-to-kb-automator/frontend/src/App.tsx"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":122,"cacheRead":103763,"cacheWrite":266,"totalTokens":104152,"cost":{"input":0.000005,"output":0.00305,"cacheRead":0.0518815,"cacheWrite":0.0016625000000000001,"total":0.056599}},"stopReason":"toolUse","timestamp":1774870631729}}
{"type":"message","id":"c1696f3f","parentId":"d932e040","timestamp":"2026-03-30T11:37:16.959Z","message":{"role":"toolResult","toolCallId":"toolu_015QFzhbQ6QjqX6uJeopjkJP","toolName":"bash","content":[{"type":"text","text":"7:import TopicsBrowse from \"./pages/TopicsBrowse\";\n24:            <Link to=\"/topics\">Topics</Link>\n41:          <Route path=\"/topics\" element={<TopicsBrowse />} />\n"}],"isError":false,"timestamp":1774870636955}}
{"type":"message","id":"85a0fced","parentId":"c1696f3f","timestamp":"2026-03-30T11:37:20.700Z","message":{"role":"assistant","content":[{"type":"text","text":"That's the complete picture. Let me check if there's a technique listing by category route that already exists:"},{"type":"toolCall","id":"toolu_01QC9kqyoU6KNa3Tsrzywf9L","name":"bash","arguments":{"command":"grep -n \"category\\|topic\" /home/aux/projects/content-to-kb-automator/frontend/src/App.tsx"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":106,"cacheRead":104029,"cacheWrite":188,"totalTokens":104324,"cost":{"input":0.000005,"output":0.00265,"cacheRead":0.0520145,"cacheWrite":0.001175,"total":0.0558445}},"stopReason":"toolUse","timestamp":1774870636957}}
{"type":"message","id":"96f5289c","parentId":"85a0fced","timestamp":"2026-03-30T11:37:20.715Z","message":{"role":"toolResult","toolCallId":"toolu_01QC9kqyoU6KNa3Tsrzywf9L","toolName":"bash","content":[{"type":"text","text":"24:            <Link to=\"/topics\">Topics</Link>\n41:          <Route path=\"/topics\" element={<TopicsBrowse />} />\n"}],"isError":false,"timestamp":1774870640712}}
{"type":"message","id":"87c3555f","parentId":"96f5289c","timestamp":"2026-03-30T11:38:02.917Z","message":{"role":"assistant","content":[{"type":"text","text":"No per-category route. Currently sub-topics link to `/search?q={subtopic}&scope=topics`. The redesign could either keep that or add a dedicated category page. Given the slice scope says \"category cards with descriptions, sub-topic counts\" — it's a visual redesign of the same page, not new routing.\n\nI have all the information I need. This is a **targeted research** — known frontend patterns in a known codebase, adding one config category and redesigning one page component + its CSS."},{"type":"toolCall","id":"toolu_01EdqnvQSVvaSCUgiYLpKibT","name":"gsd_summary_save","arguments":{"artifact_type":"RESEARCH","content":"# S05 Research — Topics Page Redesign + Music Theory Category\n\n## Summary\n\nTwo changes: (1) add \"Music Theory\" as the 7th category to `canonical_tags.yaml` and wire up corresponding CSS badge colors, (2) redesign `TopicsBrowse.tsx` from an accordion-list to a card-based layout with better visual hierarchy.\n\nThe backend `/api/v1/topics` endpoint reads categories from `config/canonical_tags.yaml` and computes per-sub-topic technique/creator counts from the DB. Adding Music Theory is purely a YAML + CSS change — no backend code changes, no migrations. The frontend `TopicsBrowse.tsx` consumes the same `TopicCategory[]` API shape; the redesign is a CSS/JSX rewrite of that single component.\n\n## Requirement Alignment\n\n- **R008 (Topics Browse Page, validated):** This slice enhances an already-validated requirement. The current two-level hierarchy, filter, and sub-topic → search navigation all remain. The redesign improves visual presentation without changing functionality.\n\n## Implementation Landscape\n\n### Files to Modify\n\n| File | What Changes |\n|------|-------------|\n| `config/canonical_tags.yaml` (on ub01) | Add \"Music Theory\" category with sub_topics |\n| `frontend/src/App.css` | Add `--color-badge-cat-music-theory-*` CSS custom properties + `.badge--cat-music-theory` class. Rewrite `.topics-browse`, `.topic-category`, `.topic-subtopics` styles for card layout. |\n| `frontend/src/pages/TopicsBrowse.tsx` | Redesign JSX structure from accordion list to card grid. Keep filter, expand/collapse, and sub-topic → search links. |\n\n### Files That Stay the Same (No Changes Needed)\n\n- `backend/routers/topics.py` — reads from canonical_tags.yaml dynamically, no code changes needed\n- `backend/schemas.py` — `TopicCategory` / `TopicSubTopic` schemas are fine as-is\n- `frontend/src/api/public-client.ts` — `TopicCategory` type and `fetchTopics()` remain unchanged\n- `frontend/src/App.tsx` — `/topics` route stays the same\n\n### Backend Endpoint Behavior\n\nThe `GET /api/v1/topics` endpoint in `backend/routers/topics.py`:\n- Reads categories from `config/canonical_tags.yaml` at request time (not cached)\n- Pre-fetches all TechniquePage rows and counts per-sub-topic by matching `topic_tags` array contents\n- Returns `TopicCategory[]` with `name`, `description`, `sub_topics[{name, technique_count, creator_count}]`\n\nResponse shape does NOT need to change. The frontend type `TopicCategory` already includes `description` — it's just underutilized in the current accordion header.\n\n### Current Topics Page Layout\n\nCurrent layout is a flat vertical accordion:\n- Page title + subtitle + filter input\n- List of category \"rows\" — each is a `<button>` header with chevron, name, description, count\n- Expand reveals sub-topics as horizontal rows with name + counts\n- Sub-topics link to `/search?q={name}&scope=topics`\n\n### Proposed Card Layout\n\nRedesign to a responsive card grid (2-column on desktop, 1-column on mobile):\n- Each category becomes a card with:\n  - Category name (prominent heading)\n  - Description text\n  - Total sub-topic count + total technique count as summary stats\n  - Expand/collapse to show sub-topics inside the card\n- Each sub-topic inside the card links to search as before\n- Filter input stays at top, filtering cards\n\n### CSS Badge Color Pattern\n\nCategory badge colors are derived dynamically: `badge--cat-${name.toLowerCase().replace(/\\s+/g, '-')}` (in `TechniquePage.tsx` line 244). For \"Music Theory\" this generates `badge--cat-music-theory`.\n\nNeed to add to `:root`:\n```\n--color-badge-cat-music-theory-bg: <color>;\n--color-badge-cat-music-theory-text: <color>;\n```\nAnd `.badge--cat-music-theory` class.\n\nExisting 6 category color palette uses teal, purple, blue, amber, green, pink. Music Theory could use a warm orange-gold or a distinct slate-blue to differentiate.\n\n### Music Theory Sub-Topics\n\nReasonable sub-topics for a music production knowledge base: harmony, chord progressions, scales, rhythm, time signatures, melody, counterpoint, song keys.\n\n### Deployment Note\n\nThe canonical file lives at `/vmPool/r/repos/xpltdco/chrysopedia/config/canonical_tags.yaml` on ub01. The Docker container mounts this via bind mount. After editing, the API picks up the change on next request (no restart needed). Frontend changes require `docker compose build chrysopedia-web-8096 && docker compose up -d chrysopedia-web-8096`.\n\n## Recommendation\n\nThree tasks, ordered by risk:\n\n1. **Add Music Theory category to canonical_tags.yaml + CSS badge colors** (~15min). Edit YAML on ub01, add CSS custom properties and badge class. Verify API returns 7 categories. This is the riskiest piece because it touches shared config — but the risk is low.\n\n2. **Redesign TopicsBrowse.tsx component** (~30min). Rewrite JSX to card grid layout. Keep all existing behavior (filter, expand/collapse, sub-topic links). This is the bulk of the work.\n\n3. **Rewrite topics CSS for card layout** (~20min). Can be combined with task 2 since CSS and JSX are tightly coupled. Replace `.topics-list` vertical stack with CSS grid, restyle `.topic-category` as cards, update responsive breakpoints.\n\nTasks 2 and 3 should probably be a single task since JSX structure and CSS are interdependent. The natural decomposition is:\n- T01: YAML + CSS badge tokens (backend config + frontend styling)\n- T02: TopicsBrowse.tsx + topics CSS redesign (frontend component rewrite)\n- T03: Verification — build, deploy, visual check of 7 categories in card layout\n","milestone_id":"M006","slice_id":"S05"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":1698,"cacheRead":104217,"cacheWrite":153,"totalTokens":106069,"cost":{"input":0.000005,"output":0.04245,"cacheRead":0.052108499999999995,"cacheWrite":0.0009562500000000001,"total":0.09551975}},"stopReason":"toolUse","timestamp":1774870640713}}
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