{"type":"thinking_level_change","id":"0ef3dd8b","parentId":null,"timestamp":"2026-04-03T01:50:01.048Z","thinkingLevel":"medium"}
{"type":"model_change","id":"e46efdad","parentId":"0ef3dd8b","timestamp":"2026-04-03T01:50:01.049Z","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## Executor Context Constraints\n\nThe agent that executes each task has a **200K token** context window.\n- Recommended task count for this slice: **2–6 tasks**\n- Each task gets ~320K chars of inline context (plans, code, decisions)\n- Keep individual tasks completable within a single context window — if a task needs more context than fits, split it\n\nThen:\n0. If `REQUIREMENTS.md` was preloaded above, identify which Active requirements the roadmap says this slice owns or supports. These are the requirements this plan must deliver — every owned requirement needs at least one task that directly advances it, and verification must prove the requirement is met.\n1. Read the templates:\n   - `~/.gsd/agent/extensions/gsd/templates/plan.md`\n   - `~/.gsd/agent/extensions/gsd/templates/task-plan.md`\n2.  Record the installed skills you expect executors to use in each task plan's `skills_used` frontmatter.\n3. Define slice-level verification — the objective stopping condition for this slice:\n   - For non-trivial slices: plan actual test files with real assertions. Name the files.\n   - For simple slices: executable commands or script assertions are fine.\n   - If the project is non-trivial and has no test framework, the first task should set one up.\n   - If this slice establishes a boundary contract, verification must exercise that contract.\n4. **For non-trivial slices only** — plan observability, proof level, and integration closure:\n   - Include `Observability / Diagnostics` for backend, integration, async, stateful, or UI slices where failure diagnosis matters.\n   - Fill `Proof Level` and `Integration Closure` when the slice crosses runtime boundaries or has meaningful integration concerns.\n   - **Omit these sections entirely for simple slices** where they would all be \"none\" or trivially obvious.\n5. **Quality gates** — for non-trivial slices, fill the Threat Surface (Q3) and Requirement Impact (Q4) sections in the slice plan:\n   - **Threat Surface:** Identify abuse scenarios, data exposure risks, and input trust boundaries. Required when the slice handles user input, authentication, authorization, or sensitive data. Omit entirely for internal refactoring or simple changes.\n   - **Requirement Impact:** List which existing requirements this slice touches, what must be re-verified after shipping, and which prior decisions should be reconsidered. Omit entirely if no existing requirements are affected.\n   - For each task in a non-trivial slice, fill Failure Modes (Q5), Load Profile (Q6), and Negative Tests (Q7) in the task plan when the task has external dependencies, shared resources, or non-trivial input handling. Omit for simple tasks.\n6. Decompose the slice into tasks, each fitting one context window. Each task needs:\n   - a concrete, action-oriented title\n   - the inline task entry fields defined in the plan.md template (Why / Files / Do / Verify / Done when)\n   - a matching task plan file with description, steps, must-haves, verification, inputs, and expected output\n   - **Inputs and Expected Output must list concrete backtick-wrapped file paths** (e.g. `` `src/types.ts` ``). These are machine-parsed to derive task dependencies — vague prose without paths breaks parallel execution. Every task must have at least one output file path.\n   - Observability Impact section **only if the task touches runtime boundaries, async flows, or error paths** — omit it otherwise\n7. **Persist planning state through `gsd_plan_slice`.** Call it with the full slice planning payload (goal, demo, must-haves, verification, tasks, and metadata). The tool inserts all tasks in the same transaction, writes to the DB, and renders `/home/aux/projects/content-to-kb-automator/.gsd/milestones/M014/slices/S06/S06-PLAN.md` and `.gsd/milestones/M014/slices/S06/tasks/T##-PLAN.md` files automatically. Do **not** call `gsd_plan_task` separately — `gsd_plan_slice` handles task persistence. Do **not** rely on direct `PLAN.md` writes as the source of truth; the DB-backed tool is the canonical write path for slice and task planning state.\n8. **Self-audit the plan.** Walk through each check — if any fail, fix the plan files before moving on:\n    - **Completion semantics:** If every task were completed exactly as written, the slice goal/demo should actually be true.\n    - **Requirement coverage:** Every must-have in the slice maps to at least one task. No must-have is orphaned. If `REQUIREMENTS.md` exists, every Active requirement this slice owns maps to at least one task.\n    - **Task completeness:** Every task has steps, must-haves, verification, inputs, and expected output — none are blank or vague. Inputs and Expected Output list backtick-wrapped file paths, not prose descriptions.\n    - **Dependency correctness:** Task ordering is consistent. No task references work from a later task.\n    - **Key links planned:** For every pair of artifacts that must connect, there is an explicit step that wires them.\n    - **Scope sanity:** Target 2–5 steps and 3–8 files per task. 10+ steps or 12+ files — must split. Each task must be completable in a single fresh context window.\n    - **Feature completeness:** Every task produces real, user-facing progress — not just internal scaffolding.\n    - **Quality gate coverage:** For non-trivial slices, Threat Surface and Requirement Impact sections are present and specific (not placeholder text). For non-trivial tasks, Failure Modes, Load Profile, and Negative Tests are addressed in the task plan.\n10. If planning produced structural decisions, append them to `.gsd/DECISIONS.md`\n11. Do not commit — .gsd/ planning docs are managed externally and not tracked in git.\n\nThe slice directory and tasks/ subdirectory already exist. Do NOT mkdir. All work stays in your working directory: `/home/aux/projects/content-to-kb-automator`.\n\n**You MUST call `gsd_plan_slice` to persist the planning state before finishing.**\n\nWhen done, say: \"Slice S06 planned.\"\n## Requirements Advanced\n\nNone.\n\n## Requirements Validated\n\nNone.\n\n## Requirements Invalidated or Re-scoped\n\nNone.\n\n## Requirements Advanced\n\n- R012 — Stage 5 now composes new video content into existing technique pages instead of overwriting, fulfilling the incremental update aspect of R012\n\n## Requirements Validated\n\nNone.\n\n## Requirements Invalidated or Re-scoped\n\nNone.\n\n## UNIT: Plan Slice S06 (\"Admin UI — Multi-Source Pipeline Management\") — Milestone M014\n\n## Inlined Context (preloaded — do not re-read these files)\n\n### Milestone Roadmap\nSource: `.gsd/milestones/M014/M014-ROADMAP.md`\n\n# M014: \n\n## Vision\nRestructure technique pages to be broader (per-creator+category across videos), deeper (H2/H3 nesting with TOC), multi-source (compose new video content into existing pages), with inline citations linking prose claims to source moments, admin multi-source management, and section-level search with deep linking.\n\n## Slice Overview\n| ID | Slice | Risk | Depends | Done | After this |\n|----|-------|------|---------|------|------------|\n| S01 | Synthesis Prompt v5 — Nested Sections + Citations | high | — | ✅ | Run test harness with new prompt → output has list-of-objects body_sections with H2/H3 nesting, citation markers on key claims, broader page scope. |\n| S02 | Composition Prompt + Test Harness Compose Mode | high | S01 | ✅ | Run test harness --compose mode with existing page + new moments → merged output with deduplication, new sections, updated citations. |\n| S03 | Data Model + Migration | low | — | ✅ | Alembic migration runs clean. API response includes body_sections_format and source_videos fields. |\n| S04 | Pipeline Compose-or-Create Logic | high | S01, S02, S03 | ✅ | Process two COPYCATT videos. Second video's moments composed into existing page. technique_page_videos has both video IDs. |\n| S05 | Frontend — Nested Rendering, TOC, Citations | medium | S03 | ✅ | Format-2 page renders with TOC, nested sections, clickable citations. Format-1 pages unchanged. |\n| S06 | Admin UI — Multi-Source Pipeline Management | medium | S03, S04 | ⬜ | Admin view for multi-source page shows source dropdown, composition history, per-video chunking inspection. |\n| S07 | Search — Per-Section Embeddings + Deep Linking | medium | S04, S05 | ⬜ | Search 'LFO grain position' → section-level result → click → navigates to page#section and scrolls. |\n\n---\n\n### Slice Research\nSource: `.gsd/milestones/M014/slices/S06/S06-RESEARCH.md`\n\n# S06 Research: Admin UI — Multi-Source Pipeline Management\n\n## Depth: Light Research\n\nThis is straightforward admin UI work using established patterns already in the codebase. The AdminPipeline page (1500+ lines) is a mature component with video list, event logs, chunking inspector, bulk actions, and run history. The data model (S03) and compose logic (S04) are complete. The needed API surface mostly exists already.\n\n## Summary\n\nThe roadmap demo: \"Admin view for multi-source page shows source dropdown, composition history, per-video chunking inspection.\"\n\nThree capabilities are needed:\n\n1. **Multi-source technique page list** — Admin needs a view of technique pages showing which source videos contributed to each, grouped/filterable by creator. No such admin endpoint or page exists yet.\n\n2. **Composition history** — Version history showing what was composed when. The `TechniquePageVersion` model and `/{slug}/versions` API endpoint already exist. The frontend `TechniquePage.tsx` already has version switching. What's missing is surfacing this from an admin management perspective (which pages have multiple sources, which were composed vs created fresh).\n\n3. **Per-video chunking inspection** — Already exists as `ChunkingInspector` component in `AdminPipeline.tsx` and the `GET /admin/pipeline/chunking/{video_id}` backend endpoint. This is done.\n\n## Implementation Landscape\n\n### What Exists\n\n**Backend:**\n- `GET /techniques` — list with category/creator filter, pagination, sort\n- `GET /techniques/{slug}` — detail with `source_videos` and `version_count`\n- `GET /techniques/{slug}/versions` — version list with `pipeline_metadata`\n- `GET /techniques/{slug}/versions/{n}` — version detail with `content_snapshot`\n- `GET /admin/pipeline/chunking/{video_id}` — full chunking data\n- `TechniquePageVideo` association table tracking page↔video links with `added_at`\n- `TechniquePageVersion` with `pipeline_metadata` JSONB (stores prompt hashes, model config)\n\n**Frontend:**\n- `AdminPipeline.tsx` — 1500-line page with video management, chunking inspector, bulk actions\n- `TechniquePage.tsx` — version switcher already built\n- `public-client.ts` — types for `SourceVideoSummary`, `TechniquePageVersionSummary`, fetchers for techniques/versions\n- Route: `/admin/pipeline` (video management), no technique admin page yet\n\n**Schemas:**\n- `SourceVideoSummary`: id, filename, content_type, added_at\n- `TechniquePageVersionSummary`: version_number, created_at, pipeline_metadata\n- `TechniquePageDetail` already includes `source_videos[]` and `version_count`\n\n### What's Needed\n\n**New backend endpoint:**\n- `GET /admin/pipeline/technique-pages` — Admin-focused technique page list with source video counts, body_sections_format, version counts, and latest composition date. Needs joins to `technique_page_videos` and `technique_page_versions`. Filterable by multi-source (>1 video) and by creator.\n\n**New frontend page or section:**\n- Either a new page at `/admin/techniques` or a new tab/section in `AdminPipeline.tsx`. Given that AdminPipeline is already 1500 lines, a separate page makes more sense.\n- Shows technique pages in a table: title, creator, source video count, format (v1/v2), version count, last updated\n- Expandable row showing source videos list (from existing `/techniques/{slug}` response) and link to version history\n- Filter: \"Multi-source only\" toggle, creator dropdown\n- Link to pipeline admin filtered by video ID (already supported via `?video=` query param)\n\n**Frontend wiring:**\n- New route `/admin/techniques`\n- Entry in `AdminDropdown` component\n- New fetch function in `public-client.ts`\n\n### Natural Seams\n\n1. **T01: Backend endpoint** — `GET /admin/pipeline/technique-pages` with multi-source filtering. Small, self-contained.\n2. **T02: Frontend page** — New `AdminTechniquePages.tsx` with table, expand/collapse for source videos and composition history, filters. Uses existing API fetchers for version detail.\n3. **T03: Integration** — Route, dropdown entry, cross-links between pipeline admin ↔ technique admin.\n\n### Constraints\n\n- The existing `GET /techniques` endpoint returns paginated public data. The admin endpoint needs additional fields (source video count, format, version count) without modifying the public response — so a separate admin endpoint is cleaner.\n- `AdminPipeline.tsx` already links to pipeline admin via `?video=` — the technique admin should link back using the same pattern.\n- ChunkingInspector already exists in AdminPipeline — the technique admin page should link to it rather than duplicate it.\n\n## Recommendation\n\nBuild a lightweight admin technique pages endpoint and a new frontend page. ~3 tasks: backend endpoint, frontend page, integration wiring. The heaviest task is the frontend page, but it follows the exact same patterns as AdminPipeline (table with expandable rows, filters, badges).\n\n---\n\n### Decisions\nSource: `.gsd/DECISIONS.md`\n\n# Decisions (compact)\nFields: id | when | scope | decision | choice | rationale | revisable | made_by\n\nD024 | M014/S01 | architecture | Content model for sections with subsections | Sections with subsections use empty-string content field; substance lives in subsections | Avoids duplication between section-level content and subsection content. The section heading serves as H2 container; all prose lives in subsection content fields. Sections without subsections use the section content field directly. | 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 (7 top-level categories → sub-topics). Filter input, genre filter pills. Each sub-topic shows technique count and creator count. Clicking sub-topic loads a dedicated page with creator-grouped techniques and breadcrumbs.\n**Validation:** Hierarchy renders, filtering works, sub-topics have dedicated pages at /topics/:category/:subtopic with backend filtering and creator grouping. Verified: M010/S01.\n**Primary Owner:** M001/S05\n\n## R009 — Qdrant Vector Search Integration\n**Status:** validated\n**Description:** Embed key moment summaries, technique page content, and transcript segments in Qdrant using configurable embedding model (nomic-embed-text default). Power semantic search with metadata filtering.\n**Validation:** Semantic search returns relevant results for natural language queries; embeddings update when content changes.\n**Primary Owner:** M001/S03\n\n## R010 — Docker Compose Deployment\n**Status:** validated\n**Description:** Single docker-compose.yml packaging API, web UI, PostgreSQL, and worker services. Follows XPLTD conventions: bind mounts at /vmPool/r/services/, compose at /vmPool/r/compose/chrysopedia/, xpltd_chrysopedia project name, dedicated Docker network.\n**Validation:** `docker compose up -d` brings up all services; data persists across restarts.\n**Primary Owner:** M001/S01\n\n## R011 — Canonical Tag System\n**Status:** validated\n**Description:** Editable canonical tag list (config file) with aliases. Pipeline references tags during classification. New tags can be proposed by LLM and queued for admin approval or auto-added within existing categories.\n**Validation:** Tag list is editable; pipeline uses canonical tags consistently; alias normalization works.\n**Primary Owner:** M001/S03\n\n## R012 — Incremental Content Addition\n**Status:** validated\n**Description:** System handles ongoing content: new videos processed through pipeline, new creators auto-detected, existing technique pages updated when new moments are added for same creator+topic.\n**Validation:** Adding a new video for an existing creator updates their technique pages; new creator folder creates new Creator record.\n**Primary Owner:** M001/S03\n\n## R013 — Prompt Template System\n**Status:** validated\n**Description:** Extraction prompts (stages 2-5) stored as editable configuration files, not hardcoded. Admin can edit prompts and re-run extraction on specific or all videos for calibration.\n**Validation:** Prompt files are editable; re-processing a video with updated prompts produces different output.\n**Primary Owner:** M001/S03\n\n## R014 — Creator Equity\n**Status:** validated\n**Description:** No creator is privileged in the UI. Default sort on Creators page is randomized on every page load. All creators get equal visual weight.\n**Validation:** Refreshing Creators page shows different order each time; no creator gets larger/bolder display.\n**Primary Owner:** M001/S05\n\n## R015 — 30-Second Retrieval Target\n**Status:** active\n**Description:** A producer mid-session can find a specific technique in under 30 seconds from Alt+Tab to reading the key insight.\n**Validation:** Timed test: Alt+Tab → search → read technique → under 30 seconds.\n**Primary Owner:** M001/S05\n\n## R016 — Card Hover Animations & Staggered Entrance\n**Status:** validated\n**Description:** All technique/content cards animate on hover (scale + shadow transition). Card grids use staggered fade-in-up entrance animations on page load.\n**Validation:** Cards visually respond to hover with smooth 200ms transition. Grid cards appear sequentially on page load.\n**Primary Owner:** M011/S01\n\n## R017 — Featured Technique Visual Redesign\n**Status:** validated\n**Description:** Featured Technique section on homepage has a visually distinct treatment (gradient border, glow, or full-bleed) that differentiates it from ordinary cards.\n**Validation:** Featured technique is visually prominent and clearly distinct from regular technique cards.\n**Primary Owner:** M011/S01\n\n## R018 — Random Technique Discovery\n**Status:** validated\n**Description:** A \"Random Technique\" button exists that navigates to a randomly selected technique page.\n**Validation:** Clicking the button loads a different technique each time.\n**Primary Owner:** M011/S01\n\n## R019 — Topics Page Default-Collapsed\n**Status:** validated\n**Description:** Topics page loads with all categories collapsed, showing only category cards. Clicking a category expands its sub-topics with a smooth slide animation.\n**Validation:** Page loads collapsed. Click expands with animation. Click again collapses.\n**Primary Owner:** M011/S02\n\n## R020 — Global Search in Navigation\n**Status:** validated\n**Description:** A compact search input in the navigation bar is available on all pages except the homepage. Cmd+K (or /) keyboard shortcut focuses it from any page.\n**Validation:** Search bar visible in nav on Topics, Creators, Technique, About pages. Cmd+K focuses it.\n**Primary Owner:** M011/S03\n\n## R021 — Mobile Hamburger Menu\n**Status:** validated\n**Description:** Navigation uses a hamburger menu on viewports below 768px with generous touch targets (44×44px minimum).\n**Validation:** Mobile viewport shows hamburger icon. Tapping reveals nav items. Touch targets meet minimum size.\n**Primary Owner:** M011/S03\n\n## R022 — Heading Hierarchy Fix\n**Status:** validated\n**Description:** Every page has exactly one H1 element. Heading levels are sequential (no skips from H1 to H3).\n**Validation:** DOM inspection confirms single H1 per page and sequential heading levels.\n**Primary Owner:** M011/S04\n\n## R023 — Skip-to-Content Link\n**Status:** validated\n**Description:** A visually hidden skip link is the first focusable element on every page, visible on keyboard focus.\n**Validation:** Tab from page load shows \"Skip to content\" link. Clicking it jumps to main content area.\n**Primary Owner:** M011/S04\n\n## R024 — Text Contrast AA Compliance\n**Status:** validated\n**Description:** All text meets WCAG AA contrast ratios (4.5:1 for normal text, 3:1 for large text) against the dark background.\n**Validation:** Secondary text color passes 4.5:1 contrast check against page background.\n**Primary Owner:** M011/S04\n\n## R025 — Page-Specific Document Titles\n**Status:** validated\n**Description:** Each route sets a descriptive document title (e.g., \"Bass — Sound Design — Chrysopedia\", \"COPYCATT — Chrysopedia\").\n**Validation:** Browser tab shows distinct title per page. Navigating between pages updates the title.\n**Primary Owner:** M011/S04\n\n## R026 — Creator Stats Topic-Colored Pills\n**Status:** validated\n**Description:** Creator detail page stats line rendered as topic-colored pill badges instead of run-on text.\n**Validation:** Stats show as visually distinct colored pills grouped by topic category.\n**Primary Owner:** M011/S02\n\n## R027 — Tag Overflow Limit on Cards\n**Status:** validated\n**Description:** Technique cards show a maximum of 4 tags, with a \"+N more\" indicator for additional tags.\n**Validation:** Cards with >4 tags show exactly 4 plus a \"+N more\" badge.\n**Primary Owner:** M011/S02\n\n## R028 — Empty Subtopic Handling\n**Status:** validated\n**Description:** Sub-topics with 0 techniques either hidden by default or display a \"Coming soon\" badge.\n**Validation:** Empty subtopics are visually distinguished or hidden. No dead-end clicks.\n**Primary Owner:** M011/S02\n\n## Denied / Out of Scope\n\n## R029 — Beginner Learning Paths\n**Status:** out-of-scope\n**Description:** Curated beginner learning paths with skill-level tags and \"New to Production?\" section.\n**Validation:** n/a\n**Notes:** Denied — audience knows what they're looking for. Assessment F01.\n\n## R030 — YouTube Deep Links on Key Moments\n**Status:** out-of-scope\n**Description:** Key moment timestamps link to source YouTube videos at the correct time.\n**Validation:** n/a\n**Notes:** Denied — no video URLs in data model / don't want to link out. Assessment F02.\n\n## R031 — Hide Admin Dropdown\n**Status:** out-of-scope\n**Description:** Admin dropdown hidden from public visitors behind auth or flag.\n**Validation:** n/a\n**Notes:** Denied — fine as-is. Assessment F03.\n\n## R032 — CTA Label Changes\n**Status:** out-of-scope\n**Description:** Change \"Start Exploring\" to more descriptive CTA text.\n**Validation:** n/a\n**Notes:** Denied — skipped. Assessment F15.\n\n---\n\n[...truncated 3 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 this slice should watch out for.\n\n#### S03 Summary\nSource: `.gsd/milestones/M014/slices/S03/S03-SUMMARY.md`\n\n---\nid: S03\nparent: M014\nmilestone: M014\nprovides:\n  - body_sections_format column on technique_pages (default 'v1')\n  - technique_page_videos association table\n  - SourceVideoSummary schema\n  - source_videos field on TechniquePageDetail API response\n  - body_sections accepts list | dict | None\nrequires:\n  []\naffects:\n  - S04\n  - S05\n  - S06\nkey_files:\n  - alembic/versions/012_multi_source_format.py\n  - backend/models.py\n  - backend/schemas.py\n  - backend/routers/techniques.py\nkey_decisions:\n  - Used TIMESTAMP (not WITH TIME ZONE) for added_at to stay consistent with existing schema convention\npatterns_established:\n  - Association table pattern with dual CASCADE FKs and unique constraint for many-to-many with metadata (added_at)\n  - body_sections_format discriminator column for handling multiple content formats in the same table\nobservability_surfaces:\n  - none\ndrill_down_paths:\n  - .gsd/milestones/M014/slices/S03/tasks/T01-SUMMARY.md\n  - .gsd/milestones/M014/slices/S03/tasks/T02-SUMMARY.md\nduration: \"\"\nverification_result: passed\ncompleted_at: 2026-04-03T01:20:27.897Z\nblocker_discovered: false\n---\n\n# S03: Data Model + Migration\n\n**Added body_sections_format column, technique_page_videos association table, and wired both into the API response for multi-source technique pages.**\n\n## What Happened\n\nThis slice laid the data foundation for M014's multi-source, nested-section technique pages. Two tasks delivered three changes:\n\n**T01 — Schema + Migration:** Created Alembic migration 012 adding `body_sections_format` (VARCHAR(20), NOT NULL, default 'v1') to technique_pages and a new `technique_page_videos` association table with dual CASCADE foreign keys and a unique constraint on (technique_page_id, source_video_id). Updated SQLAlchemy models with the new `TechniquePageVideo` class and `body_sections_format` column on `TechniquePage`. Widened the Pydantic `body_sections` type from `dict | None` to `list | dict | None` to support both v1 (dict) and v2 (list-of-objects) formats. Added `SourceVideoSummary` schema and `source_videos` field to `TechniquePageDetail`.\n\n**T02 — API Wiring:** Updated `get_technique()` to eagerly load `source_video_links` → `source_video` via chained `selectinload`. Builds the `source_videos` list from association table rows. Ran migration on ub01 and verified the API returns both new fields with correct defaults (`body_sections_format: \"v1\"`, `source_videos: []`).\n\nAll existing technique pages continue to work unchanged — the v1 default ensures backward compatibility.\n\n## Verification\n\nAll slice-level checks passed:\n1. `from models import TechniquePageVideo, TechniquePage; assert hasattr(TechniquePage, 'body_sections_format')` → OK\n2. `from schemas import SourceVideoSummary, TechniquePageDetail` → OK\n3. `alembic upgrade head` on ub01 Docker → clean (migration 012 applied)\n4. `curl` to live API for existing technique → `body_sections_format: \"v1\"` and `source_videos: []` present in response\n\n## New Requirements Surfaced\n\nNone.\n\n## Deviations\n\nNone.\n\n## Known Limitations\n\nNone.\n\n## Follow-ups\n\nNone.\n\n## Files Created/Modified\n\n- `alembic/versions/012_multi_source_format.py` — New migration: body_sections_format column + technique_page_videos table\n- `backend/models.py` — Added TechniquePageVideo model, body_sections_format column, source_video_links relationship\n- `backend/schemas.py` — Widened body_sections type, added SourceVideoSummary, added source_videos to TechniquePageDetail\n- `backend/routers/techniques.py` — Eager-load source_video_links, build source_videos list in technique detail response\n\n#### S04 Summary\nSource: `.gsd/milestones/M014/slices/S04/S04-SUMMARY.md`\n\n---\nid: S04\nparent: M014\nmilestone: M014\nprovides:\n  - Compose-or-create branching in stage5_synthesis\n  - body_sections_format='v2' on all technique pages\n  - TechniquePageVideo join table populated for every page+video combination\nrequires:\n  - slice: S01\n    provides: Synthesis prompt v5 with nested sections + citations format\n  - slice: S02\n    provides: Compose prompt + test harness validation\n  - slice: S03\n    provides: Data model with body_sections_format column and TechniquePageVideo table\naffects:\n  - S06\n  - S07\nkey_files:\n  - backend/pipeline/stages.py\n  - backend/pipeline/test_compose_pipeline.py\nkey_decisions:\n  - Compose detection queries all matching pages and warns on multiple matches, uses first\n  - pg_insert with on_conflict_do_nothing for idempotent TechniquePageVideo inserts\n  - Source-code assertions for branching logic tests instead of fragile full-session mocks\npatterns_established:\n  - Compose-or-create branching: query existing pages by creator_id + LOWER(category), compose into first match, fall through to standard synthesis otherwise\n  - XML-tagged compose prompt with offset-indexed moments: existing [0]-[N-1], new [N]-[N+M-1]\nobservability_surfaces:\n  - INFO log when compose path triggered: 'Stage 5: Composing into existing page ...'\n  - WARNING log when multiple pages match creator+category\ndrill_down_paths:\n  - .gsd/milestones/M014/slices/S04/tasks/T01-SUMMARY.md\n  - .gsd/milestones/M014/slices/S04/tasks/T02-SUMMARY.md\nduration: \"\"\nverification_result: passed\ncompleted_at: 2026-04-03T01:34:24.402Z\nblocker_discovered: false\n---\n\n# S04: Pipeline Compose-or-Create Logic\n\n**Stage 5 now detects existing technique pages by creator+category and branches to a compose path that merges new video content into them, with body_sections_format='v2' and TechniquePageVideo tracking on all pages.**\n\n## What Happened\n\nTwo tasks delivered the compose-or-create pipeline logic and its test suite.\n\nT01 added `_build_compose_user_prompt()` and `_compose_into_existing()` helper functions to stages.py, then wired compose detection into the stage5_synthesis per-category loop. The detection query uses `creator_id + LOWER(topic_category)` for case-insensitive matching. When an existing page matches, the compose path loads its linked moments, builds an XML-tagged prompt with offset-indexed moment references, and calls the LLM with the stage5_compose.txt system prompt. If no match, the existing chunked synthesis path runs unchanged. All pages now get `body_sections_format='v2'` set unconditionally, and a `TechniquePageVideo` row is inserted via `pg_insert` with `on_conflict_do_nothing` for idempotency.\n\nT02 created 12 unit tests across 4 test classes: prompt construction (5 tests for XML structure, offset indices, empty existing moments, page JSON serialization, moment content), branching logic (3 tests using source-code assertions + focused mocks), format/tracking (3 tests for v2 flag, pg_insert usage, INSERT values), and case sensitivity (1 test verifying func.lower on both sides of the category comparison). All 12 pass.\n\n## Verification\n\nAll slice-level verification checks pass:\n1. `PYTHONPATH=backend python -c \"from pipeline.stages import _build_compose_user_prompt, _compose_into_existing; print('imports OK')\"` → exit 0\n2. `grep -q 'body_sections_format' backend/pipeline/stages.py` → exit 0\n3. `grep -q 'TechniquePageVideo' backend/pipeline/stages.py` → exit 0\n4. `grep -q 'stage5_compose' backend/pipeline/stages.py` → exit 0\n5. `PYTHONPATH=backend python -m pytest backend/pipeline/test_compose_pipeline.py -v` → 12 passed in 1.50s\n\n## New Requirements Surfaced\n\nNone.\n\n## Deviations\n\nUsed `default=str` in `json.dumps()` for page serialization in `_build_compose_user_prompt()` to handle UUID/datetime fields — not in plan but necessary for robustness. T02 replaced integration-level branching tests with source-code structure assertions + focused unit tests due to session mock fragility.\n\n## Known Limitations\n\nNone.\n\n## Follow-ups\n\nNone.\n\n## Files Created/Modified\n\n- `backend/pipeline/stages.py` — Added _build_compose_user_prompt(), _compose_into_existing(), compose-or-create branching in stage5_synthesis, body_sections_format='v2' setting, TechniquePageVideo insertion\n- `backend/pipeline/test_compose_pipeline.py` — New file: 12 unit tests covering compose prompt construction, branching logic, format tracking, and case-insensitive matching\n\n## Your Role in the Pipeline\n\nYou have full tool access. Before decomposing, explore the relevant code to ground your plan in reality.\n\n### Verify Roadmap Assumptions\n\nCheck prior slice summaries (inlined above as dependency summaries, if present). If prior slices discovered constraints, changed approaches, or flagged fragility, adjust your plan accordingly. The roadmap description may be stale — verify it against the current codebase state.\n\n### Explore Slice Scope\n\nRead the code files relevant to this slice. Confirm the roadmap's description of what exists, what needs to change, and what boundaries apply. Use `rg`, `find`, and targeted reads.\n\n### Source Files\n\n- **Project**: `.gsd/PROJECT.md`\n- **Requirements**: `.gsd/REQUIREMENTS.md`\n- **Decisions**: `.gsd/DECISIONS.md`\n- **Roadmap**: `.gsd/milestones/M014/M014-ROADMAP.md`\n- **Slice Research**: `.gsd/milestones/M014/slices/S06/S06-RESEARCH.md`\n\nIf slice research exists (inlined above), trust those findings and skip redundant exploration.\n\nAfter you finish, **executor agents** implement each task in isolated fresh context windows. They see only their task plan, the slice plan excerpt (goal/demo/verification), and compressed summaries of prior tasks. They do not see the research doc, the roadmap, or REQUIREMENTS.md. Everything an executor needs must be in the task plan itself — file paths, specific steps, expected inputs and outputs.\n\nNarrate your decomposition reasoning — why you're grouping work this way, what risks are driving the order, what verification strategy you're choosing and why. Keep the narration proportional to the work — a simple slice doesn't need a long justification — but write in complete sentences, not planner shorthand.\n\n**Right-size the plan.** If the slice is simple enough to be 1 task, plan 1 task. Don't split into multiple tasks just because you can identify sub-steps. Don't fill in sections with \"None\" when the section doesn't apply — omit them entirely. The plan's job is to guide execution, not to fill a template.\n","display":false,"id":"cdfcd9a7","parentId":"e46efdad","timestamp":"2026-04-03T01:50:01.050Z"}
{"type":"message","id":"48149d07","parentId":"cdfcd9a7","timestamp":"2026-04-03T01:50:07.715Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"Let me explore the codebase to ground the plan in reality before decomposing.","thinkingSignature":"EogCClkIDBgCKkC7Y4YWOGrBVHKbpo/xSLILUWkWzOX0mpGGsf/c5mUNdf9Iv79mzW1fqCgfDGeuw8N2VrZMEvb0Ml+pPdvtCu8CMg9jbGF1ZGUtb3B1cy00LTY4ABIMLBet6MV/bfErXJDxGgxMLXrOBymPt/FR0eciMDVOWDZpS2acWzdXgvuHS3BY0CeNvlOjqnrgSxfwzusIB6g1RIsqgxjzWKReVhP2nSpdRIGHTbpUzE5TJpc+HmyZ4foHM4dhb71GZNm+y8hG1AEUk0g+eq+G6oajC29ZJpAfhNxE+g53IXbHpnXdoCf9fG1NLvffeAXpe+u0aKjgsGJkttTv4skJQHziFyfPGAE="},{"type":"text","text":"Let me explore the relevant code to ground this plan."},{"type":"toolCall","id":"toolu_01Gitx8JVs4mYAKa81UW2HDe","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && find frontend/src -name \"Admin*\" -type f 2>/dev/null; find backend/routers -name \"*.py\" -type f | head -20"}},{"type":"toolCall","id":"toolu_01J36qmdbSeQehjdYUw5AtFY","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && rg \"admin/pipeline\" backend/routers/ --files-with-matches; rg \"technique-pages\\|technique_pages\" backend/routers/ -l"}},{"type":"toolCall","id":"toolu_01697ZrauNB83n2kVADeHmAW","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && ls frontend/src/pages/ frontend/src/components/ 2>/dev/null | head -40"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":2,"output":315,"cacheRead":59865,"cacheWrite":9783,"totalTokens":69965,"cost":{"input":0.00001,"output":0.007875,"cacheRead":0.029932499999999997,"cacheWrite":0.061143750000000004,"total":0.09896125}},"stopReason":"toolUse","timestamp":1775181001049}}
{"type":"message","id":"c39a8930","parentId":"48149d07","timestamp":"2026-04-03T01:50:07.734Z","message":{"role":"toolResult","toolCallId":"toolu_01Gitx8JVs4mYAKa81UW2HDe","toolName":"bash","content":[{"type":"text","text":"frontend/src/pages/AdminPipeline.tsx\nfrontend/src/pages/AdminReports.tsx\nfrontend/src/components/AdminDropdown.tsx\nbackend/routers/techniques.py\nbackend/routers/topics.py\nbackend/routers/reports.py\nbackend/routers/health.py\nbackend/routers/videos.py\nbackend/routers/pipeline.py\nbackend/routers/__init__.py\nbackend/routers/creators.py\nbackend/routers/ingest.py\nbackend/routers/search.py\n"}],"isError":false,"timestamp":1775181007734}}
{"type":"message","id":"51b6c896","parentId":"c39a8930","timestamp":"2026-04-03T01:50:07.739Z","message":{"role":"toolResult","toolCallId":"toolu_01J36qmdbSeQehjdYUw5AtFY","toolName":"bash","content":[{"type":"text","text":"backend/routers/pipeline.py\n\n\nCommand exited with code 1"}],"details":{},"isError":true,"timestamp":1775181007739}}
{"type":"message","id":"d58c983c","parentId":"51b6c896","timestamp":"2026-04-03T01:50:07.742Z","message":{"role":"toolResult","toolCallId":"toolu_01697ZrauNB83n2kVADeHmAW","toolName":"bash","content":[{"type":"text","text":"frontend/src/components/:\nAdminDropdown.tsx\nAppFooter.tsx\nCategoryIcons.tsx\nCopyLinkButton.tsx\nCreatorAvatar.tsx\nReportIssueModal.tsx\nSearchAutocomplete.tsx\nSortDropdown.tsx\nTableOfContents.tsx\nTagList.tsx\n\nfrontend/src/pages/:\nAbout.tsx\nAdminPipeline.tsx\nAdminReports.tsx\nCreatorDetail.tsx\nCreatorsBrowse.tsx\nHome.tsx\nSearchResults.tsx\nSubTopicPage.tsx\nTechniquePage.tsx\nTopicsBrowse.tsx\n"}],"isError":false,"timestamp":1775181007739}}
{"type":"message","id":"97e4d9d7","parentId":"d58c983c","timestamp":"2026-04-03T01:50:12.931Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"toolu_01VugaXtgC6bw4hjfcyWkvi6","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && rg \"AdminDropdown|admin.*route\\|/admin\" frontend/src/App.tsx 2>/dev/null | head -20; echo \"---\"; rg \"route.*admin\\|path.*admin\" frontend/src/App.tsx -i 2>/dev/null | head -10"}},{"type":"toolCall","id":"toolu_01MmayenzHceaY1qYXihRFjt","name":"read","arguments":{"path":"frontend/src/components/AdminDropdown.tsx"}},{"type":"toolCall","id":"toolu_01P3MzLs1UPYovPxv3dA5e2A","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && head -60 backend/routers/pipeline.py"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":243,"cacheRead":69648,"cacheWrite":655,"totalTokens":70547,"cost":{"input":0.000005,"output":0.0060750000000000005,"cacheRead":0.034824,"cacheWrite":0.00409375,"total":0.04499775}},"stopReason":"toolUse","timestamp":1775181007740}}
{"type":"message","id":"e2d6b3c9","parentId":"97e4d9d7","timestamp":"2026-04-03T01:50:12.951Z","message":{"role":"toolResult","toolCallId":"toolu_01VugaXtgC6bw4hjfcyWkvi6","toolName":"bash","content":[{"type":"text","text":"import AdminDropdown from \"./components/AdminDropdown\";\n            <AdminDropdown />\n---\n"}],"isError":false,"timestamp":1775181012951}}
{"type":"message","id":"6c5154c6","parentId":"e2d6b3c9","timestamp":"2026-04-03T01:50:12.952Z","message":{"role":"toolResult","toolCallId":"toolu_01MmayenzHceaY1qYXihRFjt","toolName":"read","content":[{"type":"text","text":"import { useEffect, useRef, useState } from \"react\";\nimport { Link } from \"react-router-dom\";\n\nexport default function AdminDropdown() {\n  const [open, setOpen] = useState(false);\n  const dropdownRef = useRef<HTMLDivElement>(null);\n\n  // Close on outside click\n  useEffect(() => {\n    function handler(e: MouseEvent) {\n      if (\n        dropdownRef.current &&\n        !dropdownRef.current.contains(e.target as Node)\n      ) {\n        setOpen(false);\n      }\n    }\n    document.addEventListener(\"mousedown\", handler);\n    return () => document.removeEventListener(\"mousedown\", handler);\n  }, []);\n\n  // Close on Escape\n  useEffect(() => {\n    function handler(e: KeyboardEvent) {\n      if (e.key === \"Escape\") setOpen(false);\n    }\n    if (open) {\n      document.addEventListener(\"keydown\", handler);\n      return () => document.removeEventListener(\"keydown\", handler);\n    }\n  }, [open]);\n\n  return (\n    <div className=\"admin-dropdown\" ref={dropdownRef}>\n      <button\n        className=\"admin-dropdown__trigger\"\n        onClick={() => setOpen((prev) => !prev)}\n        aria-expanded={open}\n        aria-haspopup=\"true\"\n      >\n        Admin ▾\n      </button>\n      {open && (\n        <div className=\"admin-dropdown__menu\" role=\"menu\">\n          <Link\n            to=\"/admin/reports\"\n            className=\"admin-dropdown__item\"\n            role=\"menuitem\"\n            onClick={() => setOpen(false)}\n          >\n            Reports\n          </Link>\n          <Link\n            to=\"/admin/pipeline\"\n            className=\"admin-dropdown__item\"\n            role=\"menuitem\"\n            onClick={() => setOpen(false)}\n          >\n            Pipeline\n          </Link>\n        </div>\n      )}\n    </div>\n  );\n}\n"}],"isError":false,"timestamp":1775181012951}}
{"type":"message","id":"c552ad45","parentId":"6c5154c6","timestamp":"2026-04-03T01:50:12.954Z","message":{"role":"toolResult","toolCallId":"toolu_01P3MzLs1UPYovPxv3dA5e2A","toolName":"bash","content":[{"type":"text","text":"\"\"\"Pipeline management endpoints — public trigger + admin dashboard.\n\nPublic:\n  POST /pipeline/trigger/{video_id}    Trigger pipeline for a video\n\nAdmin:\n  GET  /admin/pipeline/videos          Video list with status + event counts\n  POST /admin/pipeline/trigger/{video_id}  Retrigger (same as public but under admin prefix)\n  POST /admin/pipeline/revoke/{video_id}   Revoke/cancel active tasks for a video\n  GET  /admin/pipeline/events/{video_id}   Event log for a video (paginated)\n  GET  /admin/pipeline/worker-status       Active/reserved tasks from Celery inspect\n\"\"\"\n\nimport logging\nimport uuid\nfrom datetime import datetime, timezone\nfrom typing import Annotated\n\nfrom fastapi import APIRouter, Depends, HTTPException, Query\nfrom sqlalchemy import func, select, case\nfrom sqlalchemy.ext.asyncio import AsyncSession\n\nfrom config import get_settings\nfrom database import get_session\nfrom models import PipelineEvent, PipelineRun, PipelineRunStatus, SourceVideo, Creator, KeyMoment, TranscriptSegment, ProcessingStatus\nfrom redis_client import get_redis\nfrom schemas import DebugModeResponse, DebugModeUpdate, TokenStageSummary, TokenSummaryResponse\n\nlogger = logging.getLogger(\"chrysopedia.pipeline\")\n\nrouter = APIRouter(tags=[\"pipeline\"])\n\nREDIS_DEBUG_MODE_KEY = \"chrysopedia:debug_mode\"\n\n\n# ── Public trigger ───────────────────────────────────────────────────────────\n\n@router.post(\"/pipeline/trigger/{video_id}\")\nasync def trigger_pipeline(\n    video_id: str,\n    db: AsyncSession = Depends(get_session),\n):\n    \"\"\"Manually trigger (or re-trigger) the LLM extraction pipeline for a video.\"\"\"\n    stmt = select(SourceVideo).where(SourceVideo.id == video_id)\n    result = await db.execute(stmt)\n    video = result.scalar_one_or_none()\n\n    if video is None:\n        raise HTTPException(status_code=404, detail=f\"Video not found: {video_id}\")\n\n    from pipeline.stages import run_pipeline\n\n    try:\n        run_pipeline.delay(str(video.id), trigger=\"manual\")\n        logger.info(\"Pipeline manually triggered for video_id=%s\", video_id)\n    except Exception as exc:\n        logger.warning(\"Failed to dispatch pipeline for video_id=%s: %s\", video_id, exc)\n        raise HTTPException(\n            status_code=503,\n            detail=\"Pipeline dispatch failed — Celery/Redis may be unavailable\",\n"}],"isError":false,"timestamp":1775181012951}}
{"type":"message","id":"2ba51034","parentId":"c552ad45","timestamp":"2026-04-03T01:50:18.930Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"toolu_018v1f1tYXTroxfsb145NxJj","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && rg \"Route.*admin\\|path.*admin\" frontend/src/App.tsx -i; echo \"===\"; rg \"import.*Admin\" frontend/src/App.tsx"}},{"type":"toolCall","id":"toolu_01MEQwKyFbSGqUkxiDqyfGQP","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && rg \"GET /techniques|get_techniques|list.*technique\" backend/routers/techniques.py | head -10"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":186,"cacheRead":70303,"cacheWrite":1468,"totalTokens":71958,"cost":{"input":0.000005,"output":0.0046500000000000005,"cacheRead":0.035151499999999995,"cacheWrite":0.009175,"total":0.0489815}},"stopReason":"toolUse","timestamp":1775181012952}}
{"type":"message","id":"2ecbd670","parentId":"2ba51034","timestamp":"2026-04-03T01:50:18.958Z","message":{"role":"toolResult","toolCallId":"toolu_018v1f1tYXTroxfsb145NxJj","toolName":"bash","content":[{"type":"text","text":"===\nimport AdminReports from \"./pages/AdminReports\";\nimport AdminPipeline from \"./pages/AdminPipeline\";\nimport AdminDropdown from \"./components/AdminDropdown\";\n"}],"isError":false,"timestamp":1775181018957}}
{"type":"message","id":"9a6c44c6","parentId":"2ecbd670","timestamp":"2026-04-03T01:50:18.961Z","message":{"role":"toolResult","toolCallId":"toolu_01MEQwKyFbSGqUkxiDqyfGQP","toolName":"bash","content":[{"type":"text","text":"async def list_techniques(\nasync def list_technique_versions(\n"}],"isError":false,"timestamp":1775181018957}}
{"type":"message","id":"4b75cc4e","parentId":"9a6c44c6","timestamp":"2026-04-03T01:50:22.773Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"toolu_01CCYUFw5dsMTKBzYB9B47g4","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && rg \"Route|path=\" frontend/src/App.tsx | head -20"}},{"type":"toolCall","id":"toolu_01WdqCJvAdoJqKH8qC7zH8tw","name":"read","arguments":{"path":"backend/routers/techniques.py"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":127,"cacheRead":71771,"cacheWrite":306,"totalTokens":72205,"cost":{"input":0.000005,"output":0.0031750000000000003,"cacheRead":0.0358855,"cacheWrite":0.0019125000000000001,"total":0.040978}},"stopReason":"toolUse","timestamp":1775181018959}}
{"type":"message","id":"b1d8210b","parentId":"4b75cc4e","timestamp":"2026-04-03T01:50:22.791Z","message":{"role":"toolResult","toolCallId":"toolu_01CCYUFw5dsMTKBzYB9B47g4","toolName":"bash","content":[{"type":"text","text":"import { Link, Navigate, Route, Routes, useLocation, useNavigate } from \"react-router-dom\";\n        <Routes>\n          <Route path=\"/\" element={<Home />} />\n          <Route path=\"/search\" element={<SearchResults />} />\n          <Route path=\"/techniques/:slug\" element={<TechniquePage />} />\n          <Route path=\"/creators\" element={<CreatorsBrowse />} />\n          <Route path=\"/creators/:slug\" element={<CreatorDetail />} />\n          <Route path=\"/topics/:category/:subtopic\" element={<SubTopicPage />} />\n          <Route path=\"/topics\" element={<TopicsBrowse />} />\n          <Route path=\"/admin/reports\" element={<AdminReports />} />\n          <Route path=\"/admin/pipeline\" element={<AdminPipeline />} />\n          <Route path=\"/about\" element={<About />} />\n          <Route path=\"*\" element={<Navigate to=\"/\" replace />} />\n        </Routes>\n"}],"isError":false,"timestamp":1775181022790}}
{"type":"message","id":"352cda87","parentId":"b1d8210b","timestamp":"2026-04-03T01:50:22.795Z","message":{"role":"toolResult","toolCallId":"toolu_01WdqCJvAdoJqKH8qC7zH8tw","toolName":"read","content":[{"type":"text","text":"\"\"\"Technique page endpoints — list and detail with eager-loaded relations.\"\"\"\n\nfrom __future__ import annotations\n\nimport logging\nfrom typing import Annotated\n\nfrom fastapi import APIRouter, Depends, HTTPException, Query\nfrom sqlalchemy import func, select\nfrom sqlalchemy.ext.asyncio import AsyncSession\nfrom sqlalchemy.orm import selectinload\n\nfrom database import get_session\nfrom models import Creator, KeyMoment, RelatedTechniqueLink, SourceVideo, TechniquePage, TechniquePageVersion, TechniquePageVideo\nfrom schemas import (\n    CreatorInfo,\n    KeyMomentSummary,\n    PaginatedResponse,\n    RelatedLinkItem,\n    SourceVideoSummary,\n    TechniquePageDetail,\n    TechniquePageRead,\n    TechniquePageVersionDetail,\n    TechniquePageVersionListResponse,\n    TechniquePageVersionSummary,\n)\n\nlogger = logging.getLogger(\"chrysopedia.techniques\")\n\nrouter = APIRouter(prefix=\"/techniques\", tags=[\"techniques\"])\n\n\nasync def _find_dynamic_related(\n    db: AsyncSession,\n    page: TechniquePage,\n    exclude_slugs: set[str],\n    limit: int,\n) -> list[RelatedLinkItem]:\n    \"\"\"Score and return dynamically related technique pages.\n\n    Scoring:\n      - Same creator + same topic_category: +3\n      - Same creator, different category: +2\n      - Same topic_category, different creator: +2\n      - Each overlapping topic_tag: +1\n    \"\"\"\n    exclude_ids = {page.id}\n\n    # Base: all other technique pages, eagerly load creator for name\n    stmt = (\n        select(TechniquePage)\n        .options(selectinload(TechniquePage.creator))\n        .where(TechniquePage.id != page.id)\n    )\n    if exclude_slugs:\n        stmt = stmt.where(TechniquePage.slug.notin_(exclude_slugs))\n\n    result = await db.execute(stmt)\n    candidates = result.scalars().all()\n\n    if not candidates:\n        return []\n\n    current_tags = set(page.topic_tags) if page.topic_tags else set()\n\n    scored: list[tuple[int, str, TechniquePage]] = []\n    for cand in candidates:\n        score = 0\n        reasons: list[str] = []\n\n        same_creator = cand.creator_id == page.creator_id\n        same_category = cand.topic_category == page.topic_category\n\n        if same_creator and same_category:\n            score += 3\n            reasons.append(\"Same creator, same topic\")\n        elif same_creator:\n            score += 2\n            reasons.append(\"Same creator\")\n        elif same_category:\n            score += 2\n            reasons.append(f\"Also about {page.topic_category}\")\n\n        # Tag overlap scoring\n        if current_tags:\n            cand_tags = set(cand.topic_tags) if cand.topic_tags else set()\n            shared = current_tags & cand_tags\n            if shared:\n                score += len(shared)\n                reasons.append(f\"Shared tags: {', '.join(sorted(shared))}\")\n\n        if score > 0:\n            scored.append((score, \"; \".join(reasons), cand))\n\n    # Sort descending by score, then by title for determinism\n    scored.sort(key=lambda x: (-x[0], x[2].title))\n\n    results: list[RelatedLinkItem] = []\n    for score, reason, cand in scored[:limit]:\n        creator_name = cand.creator.name if cand.creator else \"\"\n        results.append(\n            RelatedLinkItem(\n                target_title=cand.title,\n                target_slug=cand.slug,\n                relationship=\"dynamic\",\n                creator_name=creator_name,\n                topic_category=cand.topic_category,\n                reason=reason,\n            )\n        )\n    return results\n\n\n@router.get(\"\", response_model=PaginatedResponse)\nasync def list_techniques(\n    category: Annotated[str | None, Query()] = None,\n    creator_slug: Annotated[str | None, Query()] = None,\n    sort: Annotated[str, Query()] = \"recent\",\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    \"\"\"List technique pages with optional category/creator filtering.\"\"\"\n    # Correlated subquery for key moment count (same pattern as creators.py)\n    key_moment_count_sq = (\n        select(func.count())\n        .where(KeyMoment.technique_page_id == TechniquePage.id)\n        .correlate(TechniquePage)\n        .scalar_subquery()\n    )\n\n    # Build base query with filters\n    base_stmt = select(TechniquePage.id)\n    if category:\n        base_stmt = base_stmt.where(TechniquePage.topic_category == category)\n    if creator_slug:\n        base_stmt = base_stmt.join(Creator, TechniquePage.creator_id == Creator.id).where(\n            Creator.slug == creator_slug\n        )\n\n    # Count total before pagination\n    count_stmt = select(func.count()).select_from(base_stmt.subquery())\n    count_result = await db.execute(count_stmt)\n    total = count_result.scalar() or 0\n\n    # Main query with subquery column\n    stmt = select(\n        TechniquePage,\n        key_moment_count_sq.label(\"key_moment_count\"),\n    )\n    if category:\n        stmt = stmt.where(TechniquePage.topic_category == category)\n    if creator_slug:\n        stmt = stmt.join(Creator, TechniquePage.creator_id == Creator.id).where(\n            Creator.slug == creator_slug\n        )\n\n    stmt = stmt.options(selectinload(TechniquePage.creator))\n    if sort == \"random\":\n        stmt = stmt.order_by(func.random())\n    elif sort == \"oldest\":\n        stmt = stmt.order_by(TechniquePage.created_at.asc())\n    elif sort == \"alpha\":\n        stmt = stmt.order_by(TechniquePage.title.asc())\n    elif sort == \"creator\":\n        # Need a join for creator name ordering; avoid duplicate join if creator_slug filter already joined\n        if not creator_slug:\n            stmt = stmt.join(Creator, TechniquePage.creator_id == Creator.id, isouter=True)\n        stmt = stmt.order_by(Creator.name.asc(), TechniquePage.title.asc())\n    else:\n        # Default: \"recent\" — newest first\n        stmt = stmt.order_by(TechniquePage.created_at.desc())\n    stmt = stmt.offset(offset).limit(limit)\n    result = await db.execute(stmt)\n    rows = result.all()\n\n    items = []\n    for row in rows:\n        p = row[0]\n        km_count = row[1] or 0\n        item = TechniquePageRead.model_validate(p)\n        if p.creator:\n            item.creator_name = p.creator.name\n            item.creator_slug = p.creator.slug\n        item.key_moment_count = km_count\n        items.append(item)\n\n    return PaginatedResponse(\n        items=items,\n        total=total,\n        offset=offset,\n        limit=limit,\n    )\n\n\n@router.get(\"/random\")\nasync def random_technique(\n    db: AsyncSession = Depends(get_session),\n) -> dict:\n    \"\"\"Return the slug of a single random technique page.\"\"\"\n    stmt = select(TechniquePage.slug).order_by(func.random()).limit(1)\n    result = await db.execute(stmt)\n    slug = result.scalar_one_or_none()\n    if slug is None:\n        raise HTTPException(status_code=404, detail=\"No techniques available\")\n    return {\"slug\": slug}\n\n\n@router.get(\"/{slug}\", response_model=TechniquePageDetail)\nasync def get_technique(\n    slug: str,\n    db: AsyncSession = Depends(get_session),\n) -> TechniquePageDetail:\n    \"\"\"Get full technique page detail with key moments, creator, and related links.\"\"\"\n    stmt = (\n        select(TechniquePage)\n        .where(TechniquePage.slug == slug)\n        .options(\n            selectinload(TechniquePage.key_moments).selectinload(KeyMoment.source_video),\n            selectinload(TechniquePage.creator),\n            selectinload(TechniquePage.outgoing_links).selectinload(\n                RelatedTechniqueLink.target_page\n            ),\n            selectinload(TechniquePage.incoming_links).selectinload(\n                RelatedTechniqueLink.source_page\n            ),\n            selectinload(TechniquePage.source_video_links).selectinload(\n                TechniquePageVideo.source_video\n            ),\n        )\n    )\n    result = await db.execute(stmt)\n    page = result.scalar_one_or_none()\n\n    if page is None:\n        raise HTTPException(status_code=404, detail=f\"Technique '{slug}' not found\")\n\n    # Build key moments (ordered by start_time)\n    key_moments = sorted(page.key_moments, key=lambda km: km.start_time)\n    key_moment_items = []\n    for km in key_moments:\n        item = KeyMomentSummary.model_validate(km)\n        item.video_filename = km.source_video.filename if km.source_video else \"\"\n        key_moment_items.append(item)\n\n    # Build creator info\n    creator_info = None\n    if page.creator:\n        creator_info = CreatorInfo(\n            name=page.creator.name,\n            slug=page.creator.slug,\n            genres=page.creator.genres,\n        )\n\n    # Build related links (outgoing + incoming)\n    related_links: list[RelatedLinkItem] = []\n    for link in page.outgoing_links:\n        if link.target_page:\n            related_links.append(\n                RelatedLinkItem(\n                    target_title=link.target_page.title,\n                    target_slug=link.target_page.slug,\n                    relationship=link.relationship.value if hasattr(link.relationship, 'value') else str(link.relationship),\n                )\n            )\n    for link in page.incoming_links:\n        if link.source_page:\n            related_links.append(\n                RelatedLinkItem(\n                    target_title=link.source_page.title,\n                    target_slug=link.source_page.slug,\n                    relationship=link.relationship.value if hasattr(link.relationship, 'value') else str(link.relationship),\n                )\n            )\n\n    # Supplement with dynamic related techniques (up to 4 total)\n    curated_slugs = {link.target_slug for link in related_links}\n    max_related = 4\n    if len(related_links) < max_related:\n        remaining = max_related - len(related_links)\n        try:\n            dynamic_links = await _find_dynamic_related(\n                db, page, curated_slugs, remaining\n            )\n            related_links.extend(dynamic_links)\n        except Exception:\n            logger.warning(\n                \"Dynamic related query failed for %s, continuing with curated only\",\n                slug,\n                exc_info=True,\n            )\n\n    base = TechniquePageRead.model_validate(page)\n\n    # Count versions for this page\n    version_count_stmt = select(func.count()).where(\n        TechniquePageVersion.technique_page_id == page.id\n    )\n    version_count_result = await db.execute(version_count_stmt)\n    version_count = version_count_result.scalar() or 0\n\n    # Build source video list from association table\n    source_videos = [\n        SourceVideoSummary(\n            id=link.source_video.id,\n            filename=link.source_video.filename,\n            content_type=link.source_video.content_type.value if hasattr(link.source_video.content_type, 'value') else str(link.source_video.content_type),\n            added_at=link.added_at,\n        )\n        for link in page.source_video_links\n        if link.source_video is not None\n    ]\n\n    return TechniquePageDetail(\n        **base.model_dump(),\n        key_moments=key_moment_items,\n        creator_info=creator_info,\n        related_links=related_links,\n        version_count=version_count,\n        source_videos=source_videos,\n    )\n\n\n@router.get(\"/{slug}/versions\", response_model=TechniquePageVersionListResponse)\nasync def list_technique_versions(\n    slug: str,\n    db: AsyncSession = Depends(get_session),\n) -> TechniquePageVersionListResponse:\n    \"\"\"List all version snapshots for a technique page, newest first.\"\"\"\n    # Resolve the technique page\n    page_stmt = select(TechniquePage).where(TechniquePage.slug == slug)\n    page_result = await db.execute(page_stmt)\n    page = page_result.scalar_one_or_none()\n    if page is None:\n        raise HTTPException(status_code=404, detail=f\"Technique '{slug}' not found\")\n\n    # Fetch versions ordered by version_number DESC\n    versions_stmt = (\n        select(TechniquePageVersion)\n        .where(TechniquePageVersion.technique_page_id == page.id)\n        .order_by(TechniquePageVersion.version_number.desc())\n    )\n    versions_result = await db.execute(versions_stmt)\n    versions = versions_result.scalars().all()\n\n    items = [TechniquePageVersionSummary.model_validate(v) for v in versions]\n    return TechniquePageVersionListResponse(items=items, total=len(items))\n\n\n@router.get(\"/{slug}/versions/{version_number}\", response_model=TechniquePageVersionDetail)\nasync def get_technique_version(\n    slug: str,\n    version_number: int,\n    db: AsyncSession = Depends(get_session),\n) -> TechniquePageVersionDetail:\n    \"\"\"Get a specific version snapshot by version number.\"\"\"\n    # Resolve the technique page\n    page_stmt = select(TechniquePage).where(TechniquePage.slug == slug)\n    page_result = await db.execute(page_stmt)\n    page = page_result.scalar_one_or_none()\n    if page is None:\n        raise HTTPException(status_code=404, detail=f\"Technique '{slug}' not found\")\n\n    # Fetch the specific version\n    version_stmt = (\n        select(TechniquePageVersion)\n        .where(\n            TechniquePageVersion.technique_page_id == page.id,\n            TechniquePageVersion.version_number == version_number,\n        )\n    )\n    version_result = await db.execute(version_stmt)\n    version = version_result.scalar_one_or_none()\n    if version is None:\n        raise HTTPException(\n            status_code=404,\n            detail=f\"Version {version_number} not found for technique '{slug}'\",\n        )\n\n    return TechniquePageVersionDetail.model_validate(version)\n"}],"isError":false,"timestamp":1775181022790}}
{"type":"message","id":"e9b16627","parentId":"352cda87","timestamp":"2026-04-03T01:50:30.902Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"toolu_01UyzfHgKS3TUKRPgrcWCr5N","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && rg \"TechniquePageVideo|technique_page_videos|body_sections_format\" backend/models.py | head -20"}},{"type":"toolCall","id":"toolu_01LeVh5VyPjDJNCRACF4HVL8","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && rg \"class TechniquePageRead|class TechniquePageDetail|class SourceVideoSummary|class PaginatedResponse\" backend/schemas.py"}},{"type":"toolCall","id":"toolu_01Ybz7S5U98zCkYhd1S3V6bh","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && rg \"fetchAdminVideos|fetchTechniques|admin.*technique\\|technique.*admin\" frontend/src/lib/public-client.ts | head -15"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":277,"cacheRead":72077,"cacheWrite":4310,"totalTokens":76665,"cost":{"input":0.000005,"output":0.006925000000000001,"cacheRead":0.0360385,"cacheWrite":0.0269375,"total":0.069906}},"stopReason":"toolUse","timestamp":1775181022791}}
{"type":"message","id":"191d24e4","parentId":"e9b16627","timestamp":"2026-04-03T01:50:30.925Z","message":{"role":"toolResult","toolCallId":"toolu_01UyzfHgKS3TUKRPgrcWCr5N","toolName":"bash","content":[{"type":"text","text":"    body_sections_format: Mapped[str] = mapped_column(\n    source_video_links: Mapped[list[TechniquePageVideo]] = sa_relationship(\nclass TechniquePageVideo(Base):\n    __tablename__ = \"technique_page_videos\"\n"}],"isError":false,"timestamp":1775181030925}}
{"type":"message","id":"8ca00df7","parentId":"191d24e4","timestamp":"2026-04-03T01:50:30.928Z","message":{"role":"toolResult","toolCallId":"toolu_01LeVh5VyPjDJNCRACF4HVL8","toolName":"bash","content":[{"type":"text","text":"class TechniquePageRead(TechniquePageBase):\nclass PaginatedResponse(BaseModel):\nclass SourceVideoSummary(BaseModel):\nclass TechniquePageDetail(TechniquePageRead):\n"}],"isError":false,"timestamp":1775181030928}}
{"type":"message","id":"141da092","parentId":"8ca00df7","timestamp":"2026-04-03T01:50:30.934Z","message":{"role":"toolResult","toolCallId":"toolu_01Ybz7S5U98zCkYhd1S3V6bh","toolName":"bash","content":[{"type":"text","text":"rg: frontend/src/lib/public-client.ts: No such file or directory (os error 2)\n"}],"isError":false,"timestamp":1775181030931}}
{"type":"message","id":"5a5ef336","parentId":"141da092","timestamp":"2026-04-03T01:50:35.493Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"toolu_01VLyoqENKaUBicFNS5k6hQm","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && find frontend/src -name \"*client*\" -o -name \"*api*\" -o -name \"*fetch*\" 2>/dev/null"}},{"type":"toolCall","id":"toolu_01G9S7S9MhsCXX9A45pmy7Qm","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && rg \"fetchAdminVideos\\|API_BASE\\|/admin/pipeline\" frontend/src/pages/AdminPipeline.tsx | head -15"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":187,"cacheRead":76387,"cacheWrite":511,"totalTokens":77086,"cost":{"input":0.000005,"output":0.004675,"cacheRead":0.0381935,"cacheWrite":0.00319375,"total":0.04606725}},"stopReason":"toolUse","timestamp":1775181030932}}
{"type":"message","id":"10313d0a","parentId":"5a5ef336","timestamp":"2026-04-03T01:50:35.508Z","message":{"role":"toolResult","toolCallId":"toolu_01VLyoqENKaUBicFNS5k6hQm","toolName":"bash","content":[{"type":"text","text":"frontend/src/api\nfrontend/src/api/public-client.ts\n"}],"isError":false,"timestamp":1775181035508}}
{"type":"message","id":"a037f5ea","parentId":"10313d0a","timestamp":"2026-04-03T01:50:35.515Z","message":{"role":"toolResult","toolCallId":"toolu_01G9S7S9MhsCXX9A45pmy7Qm","toolName":"bash","content":[{"type":"text","text":"(no output)"}],"isError":false,"timestamp":1775181035513}}
{"type":"message","id":"dff985b2","parentId":"a037f5ea","timestamp":"2026-04-03T01:50:39.350Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"toolu_01Vnox89soRmWzxYvKArCVYz","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && rg \"API_BASE\\|fetch\\(|/admin/\" frontend/src/pages/AdminPipeline.tsx | head -20"}},{"type":"toolCall","id":"toolu_01Gyw88mY8iC5VS3aPHYcQzx","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && head -80 frontend/src/api/public-client.ts"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":165,"cacheRead":76898,"cacheWrite":268,"totalTokens":77332,"cost":{"input":0.000005,"output":0.004125,"cacheRead":0.038449,"cacheWrite":0.001675,"total":0.044254}},"stopReason":"toolUse","timestamp":1775181035513}}
{"type":"message","id":"364aa885","parentId":"dff985b2","timestamp":"2026-04-03T01:50:39.366Z","message":{"role":"toolResult","toolCallId":"toolu_01Vnox89soRmWzxYvKArCVYz","toolName":"bash","content":[{"type":"text","text":"(no output)"}],"isError":false,"timestamp":1775181039366}}
{"type":"message","id":"5c53eea1","parentId":"364aa885","timestamp":"2026-04-03T01:50:39.372Z","message":{"role":"toolResult","toolCallId":"toolu_01Gyw88mY8iC5VS3aPHYcQzx","toolName":"bash","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  technique_page_slug?: string;\n  match_context?: string;\n}\n\nexport interface SearchResponse {\n  items: SearchResultItem[];\n  partial_matches: 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  source_video_id: string;\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  creator_name: string;\n  topic_category: string;\n  reason: string;\n}\n\nexport interface BodySubSectionV2 {\n  heading: string;\n  content: string;\n}\n\nexport interface BodySectionV2 {\n  heading: string;\n  content: string;\n  subsections: BodySubSectionV2[];\n}\n\nexport interface SourceVideoSummary {\n  id: string;\n  filename: string;\n  content_type: string;\n  added_at: string | null;\n}\n\nexport interface TechniquePageDetail {\n  id: string;\n  title: string;\n  slug: string;\n"}],"isError":false,"timestamp":1775181039370}}
{"type":"message","id":"54a5adcd","parentId":"5c53eea1","timestamp":"2026-04-03T01:50:43.692Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"toolu_014wHNsfnwAx6Wt3qSXAtEpz","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && rg \"export.*function\\|export.*const.*=\" frontend/src/api/public-client.ts | head -20"}},{"type":"toolCall","id":"toolu_013HzoNYrp9UfT42CMSFRbWR","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && rg \"API_BASE\\|apiBase\\|base.*url\" frontend/src/api/public-client.ts | head -5"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":178,"cacheRead":76898,"cacheWrite":1024,"totalTokens":78101,"cost":{"input":0.000005,"output":0.00445,"cacheRead":0.038449,"cacheWrite":0.0064,"total":0.049304}},"stopReason":"toolUse","timestamp":1775181039371}}
{"type":"message","id":"dbd3684b","parentId":"54a5adcd","timestamp":"2026-04-03T01:50:43.713Z","message":{"role":"toolResult","toolCallId":"toolu_014wHNsfnwAx6Wt3qSXAtEpz","toolName":"bash","content":[{"type":"text","text":"(no output)"}],"isError":false,"timestamp":1775181043713}}
{"type":"message","id":"83702c5e","parentId":"dbd3684b","timestamp":"2026-04-03T01:50:43.720Z","message":{"role":"toolResult","toolCallId":"toolu_013HzoNYrp9UfT42CMSFRbWR","toolName":"bash","content":[{"type":"text","text":"(no output)"}],"isError":false,"timestamp":1775181043717}}
{"type":"message","id":"b4c02532","parentId":"83702c5e","timestamp":"2026-04-03T01:50:47.174Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"toolu_01WUpWwgrQfUC5NKFXgKaLch","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && tail -100 frontend/src/api/public-client.ts"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":83,"cacheRead":77922,"cacheWrite":243,"totalTokens":78249,"cost":{"input":0.000005,"output":0.002075,"cacheRead":0.038960999999999996,"cacheWrite":0.0015187500000000001,"total":0.04255974999999999}},"stopReason":"toolUse","timestamp":1775181043718}}
{"type":"message","id":"82b0740e","parentId":"b4c02532","timestamp":"2026-04-03T01:50:47.184Z","message":{"role":"toolResult","toolCallId":"toolu_01WUpWwgrQfUC5NKFXgKaLch","toolName":"bash","content":[{"type":"text","text":"}\n\nexport async function fetchChunkingData(videoId: string): Promise<ChunkingDataResponse> {\n  return request<ChunkingDataResponse>(`${BASE}/admin/pipeline/chunking/${videoId}`);\n}\n\n// ── Single-Stage Re-Run ────────────────────────────────────────────────────\n\nexport interface RerunStageResponse {\n  status: string;\n  video_id: string;\n  stage: string;\n  prompt_override: boolean;\n}\n\nexport async function rerunStage(\n  videoId: string,\n  stageName: string,\n  promptOverride?: string,\n): Promise<RerunStageResponse> {\n  const body: Record<string, string | undefined> = {};\n  if (promptOverride) {\n    body.prompt_override = promptOverride;\n  }\n  return request<RerunStageResponse>(\n    `${BASE}/admin/pipeline/rerun-stage/${videoId}/${stageName}`,\n    {\n      method: \"POST\",\n      body: Object.keys(body).length > 0 ? JSON.stringify(body) : undefined,\n    },\n  );\n}\n\n// ── Stale Pages & Bulk Re-Synthesize ───────────────────────────────────────\n\nexport interface StalePageCreator {\n  creator: string;\n  stale_count: number;\n  page_slugs: string[];\n}\n\nexport interface StalePagesResponse {\n  current_prompt_hash: string;\n  total_pages: number;\n  stale_pages: number;\n  fresh_pages: number;\n  stale_by_creator: StalePageCreator[];\n}\n\nexport async function fetchStalePages(): Promise<StalePagesResponse> {\n  return request<StalePagesResponse>(`${BASE}/admin/pipeline/stale-pages`);\n}\n\nexport interface BulkResynthResponse {\n  status: string;\n  stage: string;\n  total: number;\n  dispatched: number;\n  skipped: Array<{ video_id: string; reason: string }> | null;\n}\n\nexport async function bulkResynthesize(\n  videoIds?: string[],\n  stage = \"stage5_synthesis\",\n): Promise<BulkResynthResponse> {\n  return request<BulkResynthResponse>(`${BASE}/admin/pipeline/bulk-resynthesize`, {\n    method: \"POST\",\n    body: JSON.stringify({ video_ids: videoIds ?? null, stage }),\n  });\n}\n\n// ── Wipe All Output ────────────────────────────────────────────────────────\n\nexport interface WipeAllResponse {\n  status: string;\n  deleted: Record<string, string | number>;\n}\n\nexport async function wipeAllOutput(): Promise<WipeAllResponse> {\n  return request<WipeAllResponse>(`${BASE}/admin/pipeline/wipe-all-output`, {\n    method: \"POST\",\n  });\n}\n\n// ── Debug Mode ──────────────────────────────────────────────────────────────\n\nexport interface DebugModeResponse {\n  debug_mode: boolean;\n}\n\nexport async function fetchDebugMode(): Promise<DebugModeResponse> {\n  return request<DebugModeResponse>(`${BASE}/admin/pipeline/debug-mode`);\n}\n\nexport async function setDebugMode(enabled: boolean): Promise<DebugModeResponse> {\n  return request<DebugModeResponse>(`${BASE}/admin/pipeline/debug-mode`, {\n    method: \"PUT\",\n    body: JSON.stringify({ debug_mode: enabled }),\n  });\n}\n"}],"isError":false,"timestamp":1775181047182}}
{"type":"message","id":"c04f85de","parentId":"82b0740e","timestamp":"2026-04-03T01:50:51.061Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"toolu_016cTiWC2jvRyLC96TS4vgQh","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && rg \"const BASE\\|request<\" frontend/src/api/public-client.ts | head -5"}},{"type":"toolCall","id":"toolu_01AjKJ3N4whgGFnjVfS4SauH","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && wc -l frontend/src/pages/AdminPipeline.tsx"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":160,"cacheRead":78165,"cacheWrite":967,"totalTokens":79293,"cost":{"input":0.000005,"output":0.004,"cacheRead":0.0390825,"cacheWrite":0.0060437500000000005,"total":0.04913125}},"stopReason":"toolUse","timestamp":1775181047183}}
{"type":"message","id":"cf3e7d54","parentId":"c04f85de","timestamp":"2026-04-03T01:50:51.072Z","message":{"role":"toolResult","toolCallId":"toolu_016cTiWC2jvRyLC96TS4vgQh","toolName":"bash","content":[{"type":"text","text":"(no output)"}],"isError":false,"timestamp":1775181051072}}
{"type":"message","id":"44458f8b","parentId":"cf3e7d54","timestamp":"2026-04-03T01:50:51.076Z","message":{"role":"toolResult","toolCallId":"toolu_01AjKJ3N4whgGFnjVfS4SauH","toolName":"bash","content":[{"type":"text","text":"1522 frontend/src/pages/AdminPipeline.tsx\n"}],"isError":false,"timestamp":1775181051075}}
{"type":"message","id":"8894490d","parentId":"44458f8b","timestamp":"2026-04-03T01:50:55.566Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"toolu_017veedppCB3jQdokt8kk91K","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && head -20 frontend/src/api/public-client.ts"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":83,"cacheRead":79132,"cacheWrite":239,"totalTokens":79455,"cost":{"input":0.000005,"output":0.002075,"cacheRead":0.039566,"cacheWrite":0.00149375,"total":0.04313975}},"stopReason":"toolUse","timestamp":1775181051075}}
{"type":"message","id":"085e485f","parentId":"8894490d","timestamp":"2026-04-03T01:50:55.577Z","message":{"role":"toolResult","toolCallId":"toolu_017veedppCB3jQdokt8kk91K","toolName":"bash","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  technique_page_slug?: string;\n"}],"isError":false,"timestamp":1775181055575}}
{"type":"message","id":"c53d0490","parentId":"085e485f","timestamp":"2026-04-03T01:50:59.830Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"toolu_01C1kpg6QY36LifT2PT9Jewt","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && rg \"^const BASE|^function request|^async function request|^export function request|^const request\" frontend/src/api/public-client.ts"}},{"type":"toolCall","id":"toolu_017txvHp6yVgL11i9SWSqEah","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && grep -n \"BASE\\|request\" frontend/src/api/public-client.ts | head -10"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":179,"cacheRead":79371,"cacheWrite":265,"totalTokens":79816,"cost":{"input":0.000005,"output":0.004475,"cacheRead":0.0396855,"cacheWrite":0.0016562500000000002,"total":0.045821749999999994}},"stopReason":"toolUse","timestamp":1775181055576}}
{"type":"message","id":"d4f0d0ba","parentId":"c53d0490","timestamp":"2026-04-03T01:50:59.850Z","message":{"role":"toolResult","toolCallId":"toolu_01C1kpg6QY36LifT2PT9Jewt","toolName":"bash","content":[{"type":"text","text":"const BASE = \"/api/v1\";\nasync function request<T>(url: string, init?: RequestInit): Promise<T> {\n"}],"isError":false,"timestamp":1775181059849}}
{"type":"message","id":"13def798","parentId":"d4f0d0ba","timestamp":"2026-04-03T01:50:59.853Z","message":{"role":"toolResult","toolCallId":"toolu_017txvHp6yVgL11i9SWSqEah","toolName":"bash","content":[{"type":"text","text":"5: * Uses the same request<T> pattern as client.ts.\n188:const BASE = \"/api/v1\";\n200:async function request<T>(url: string, init?: RequestInit): Promise<T> {\n238:  return request<SuggestionsResponse>(`${BASE}/search/suggestions`);\n251:  return request<SearchResponse>(`${BASE}/search?${qs.toString()}`);\n274:  return request<TechniqueListResponse>(\n275:    `${BASE}/techniques${query ? `?${query}` : \"\"}`,\n282:  return request<TechniquePageDetail>(`${BASE}/techniques/${slug}`);\n286:  return request<{ slug: string }>(`${BASE}/techniques/random`);\n292:  return request<TechniquePageVersionListResponse>(\n"}],"isError":false,"timestamp":1775181059849}}
{"type":"message","id":"5746c6a5","parentId":"13def798","timestamp":"2026-04-03T01:51:04.289Z","message":{"role":"assistant","content":[{"type":"text","text":"Good. Now let me read the templates and check the existing admin pipeline page structure for patterns."},{"type":"toolCall","id":"toolu_01UuYSgG5ddEBaaitXFar9gi","name":"read","arguments":{"path":"/home/aux/.gsd/agent/extensions/gsd/templates/plan.md"}},{"type":"toolCall","id":"toolu_01FTtfbpTek6C81vmDvdvvs5","name":"read","arguments":{"path":"/home/aux/.gsd/agent/extensions/gsd/templates/task-plan.md"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":145,"cacheRead":79636,"cacheWrite":466,"totalTokens":80248,"cost":{"input":0.000005,"output":0.003625,"cacheRead":0.039818,"cacheWrite":0.0029125,"total":0.0463605}},"stopReason":"toolUse","timestamp":1775181059850}}
{"type":"message","id":"79e55408","parentId":"5746c6a5","timestamp":"2026-04-03T01:51:04.292Z","message":{"role":"toolResult","toolCallId":"toolu_01UuYSgG5ddEBaaitXFar9gi","toolName":"read","content":[{"type":"text","text":"# {{sliceId}}: {{sliceTitle}}\n\n**Goal:** {{goal}}\n**Demo:** {{demo}}\n\n## Must-Haves\n\n- {{mustHave}}\n- {{mustHave}}\n\n## Threat Surface\n\n<!-- Q3: How can this be exploited? OMIT ENTIRELY for simple slices with no auth, user input, or data exposure. -->\n\n- **Abuse**: {{abuseScenarios — parameter tampering, replay, privilege escalation, or N/A}}\n- **Data exposure**: {{sensitiveDataAccessible — PII, tokens, secrets, or none}}\n- **Input trust**: {{untrustedInput — user input reaching DB/API/filesystem, or none}}\n\n## Requirement Impact\n\n<!-- Q4: What existing promises does this break? OMIT ENTIRELY if no existing requirements are affected. -->\n\n- **Requirements touched**: {{requirementIds — e.g. R001, R003, or none}}\n- **Re-verify**: {{whatMustBeRetested — e.g. login flow, API contract, or N/A}}\n- **Decisions revisited**: {{decisionIds — e.g. D002, or none}}\n\n## Proof Level\n\n<!-- Omit this section entirely for simple slices where the answer is trivially obvious. -->\n\n- This slice proves: {{contract | integration | operational | final-assembly}}\n- Real runtime required: {{yes/no}}\n- Human/UAT required: {{yes/no}}\n\n## Verification\n\n<!-- Define what \"done\" looks like BEFORE detailing tasks.\n     This section is the slice's objective stopping condition — execution isn't done\n     until everything here passes.\n\n     For non-trivial projects:\n     - Write actual test files into the codebase during the first task\n     - Tests should assert on the slice's demo outcome and boundary contracts\n     - Name the test files here so execution has an unambiguous target\n\n     For simple projects or scripts:\n     - Executable verification commands (bash assertions, curl checks, etc.) are sufficient\n\n     If the project has no test framework and the work is non-trivial,\n     the first task should set one up. A test runner costs 2 minutes\n     and pays for itself immediately.\n\n     For non-trivial backend, integration, async, stateful, or UI work:\n     - Include at least one verification check for an observability or failure-path signal\n     - Verify not just that the feature works, but that a future agent can inspect its state when it fails -->\n\n- {{testFileOrCommand — e.g. `npm test -- --grep \"auth flow\"` or `bash scripts/verify-s01.sh`}}\n- {{testFileOrCommand}}\n\n## Observability / Diagnostics\n\n<!-- Include this section for non-trivial backend, integration, async, stateful, or UI slices.\n     OMIT ENTIRELY for simple slices where all fields would be \"none\".\n\n     When included, describe how a future agent will inspect current state, detect failure,\n     and localize the problem with minimal ambiguity. Keep it concise and high-signal. -->\n\n- Runtime signals: {{structured log/event, state transition, metric, or none}}\n- Inspection surfaces: {{status endpoint, CLI command, script, UI state, DB table, or none}}\n- Failure visibility: {{last error, retry count, phase, timestamp, correlation id, or none}}\n- Redaction constraints: {{secret/PII boundary or none}}\n\n## Integration Closure\n\n<!-- Omit this section entirely for simple slices with no meaningful integration concerns. -->\n\n- Upstream surfaces consumed: {{specific files / modules / contracts}}\n- New wiring introduced in this slice: {{entrypoint / composition / runtime hookup, or none}}\n- What remains before the milestone is truly usable end-to-end: {{list or \"nothing\"}}\n\n## Tasks\n\n<!--\n  If every task below is completed exactly as written, the Goal and Demo above\n  should be true at the stated proof level. Tasks should close the loop on the\n  slice, not merely prepare for later work unless the Demo truthfully says the\n  slice only proves fixture/contract-level behavior.\n\n  Write each task as an executable increment, not a vague intention.\n\n  Prefer action-oriented titles:\n  - \"Wire real auth middleware into dashboard routes\"\n  - \"Persist job status and expose failure diagnostics\"\n  - \"Add browser test covering empty-state recovery\"\n\n  Avoid vague titles:\n  - \"Set up auth\"\n  - \"Handle errors\"\n  - \"Improve UI\"\n\n  Each task should usually include:\n  - Why: why this task exists / what part of the slice it closes\n  - Files: the main files likely touched\n  - Do: concrete implementation steps and important constraints\n  - Verify: the command, test, or runtime check that proves it worked\n  - Done when: a measurable acceptance condition\n\n  Keep the checkbox line format exactly:\n  - [ ] **T01: Title** `est:30m`\n-->\n\n- [ ] **T01: {{taskTitle}}** `est:{{estimate}}`\n  - Why: {{whyThisTaskExists}}\n  - Files: `{{filePath}}`, `{{filePath}}`\n  - Do: {{specificImplementationStepsAndConstraints}}\n  - Verify: {{testCommandOrRuntimeCheck}}\n  - Done when: {{measurableAcceptanceCondition}}\n- [ ] **T02: {{taskTitle}}** `est:{{estimate}}`\n  - Why: {{whyThisTaskExists}}\n  - Files: `{{filePath}}`, `{{filePath}}`\n  - Do: {{specificImplementationStepsAndConstraints}}\n  - Verify: {{testCommandOrRuntimeCheck}}\n  - Done when: {{measurableAcceptanceCondition}}\n<!--\n  Format rules (parsers depend on this exact structure):\n  - Checkbox line: - [ ] **T01: Title** `est:30m`\n  - Description:   indented text on the next line(s)\n  - Mark done:     change [ ] to [x]\n  - Tasks execute sequentially in order (T01, T02, T03, ...)\n  - est: is informational (e.g. 30m, 1h, 2h) and optional\n\n  Verify field rules:\n  - MUST be a mechanically executable command: `npm test`, `grep -q \"pattern\" file`, `test -f path`\n  - For content/document tasks: verify file existence, section count, YAML validity, or word count\n    NOT exact phrasing, specific formulas, or \"zero TBD\" aspirational criteria\n  - If no command can verify the output, write: \"Manual review — file exists and is non-empty\"\n  - BAD: \"Sections 3.1 and 3.2 exist with exact formulas. Zero TBD/TODO.\"\n  - GOOD: `grep -c \"^## \" doc.md` returns >= 4 (4+ sections), `! grep -q \"TBD\\|TODO\" doc.md`\n\n  Integration closure rule:\n  - At least one slice in any multi-boundary milestone should perform real composition/wiring, not just contract hardening\n  - For the final assembly slice, verification must exercise the real entrypoint or runtime path\n-->\n\n## Files Likely Touched\n\n- `{{filePath}}`\n- `{{filePath}}`\n"}],"isError":false,"timestamp":1775181064291}}
{"type":"message","id":"cd4ad051","parentId":"79e55408","timestamp":"2026-04-03T01:51:04.297Z","message":{"role":"toolResult","toolCallId":"toolu_01FTtfbpTek6C81vmDvdvvs5","toolName":"read","content":[{"type":"text","text":"---\n# Optional scope estimate — helps the plan quality validator detect over-scoped tasks.\n# Tasks with 10+ estimated steps or 12+ estimated files trigger a warning to consider splitting.\nestimated_steps: {{estimatedSteps}}\nestimated_files: {{estimatedFiles}}\n# Installed skills the planner expects the executor to load before coding.\nskills_used:\n  - {{skillName}}\n---\n\n# {{taskId}}: {{taskTitle}}\n\n**Slice:** {{sliceId}} — {{sliceTitle}}\n**Milestone:** {{milestoneId}}\n\n## Description\n\n{{description}}\n\n## Failure Modes\n\n<!-- Q5: What breaks when dependencies fail? OMIT ENTIRELY for tasks with no external dependencies. -->\n\n| Dependency | On error | On timeout | On malformed response |\n|------------|----------|-----------|----------------------|\n| {{dependency}} | {{errorStrategy}} | {{timeoutStrategy}} | {{malformedStrategy}} |\n\n## Load Profile\n\n<!-- Q6: What breaks at 10x load? OMIT ENTIRELY for tasks with no shared resources or scaling concerns. -->\n\n- **Shared resources**: {{sharedResources — DB connections, caches, rate limiters, or none}}\n- **Per-operation cost**: {{perOpCost — N API calls, M DB queries, K bytes, or trivial}}\n- **10x breakpoint**: {{whatBreaksFirst — pool exhaustion, rate limit, memory, or N/A}}\n\n## Negative Tests\n\n<!-- Q7: What negative tests prove robustness? OMIT ENTIRELY for trivial tasks. -->\n\n- **Malformed inputs**: {{malformedInputTests — empty string, null, oversized, wrong type}}\n- **Error paths**: {{errorPathTests — network timeout, auth failure, 5xx, invalid JSON}}\n- **Boundary conditions**: {{boundaryTests — empty list, max length, zero, off-by-one}}\n\n## Steps\n\n1. {{step}}\n2. {{step}}\n3. {{step}}\n\n## Must-Haves\n\n- [ ] {{mustHave}}\n- [ ] {{mustHave}}\n\n## Verification\n\n- {{howToVerifyThisTaskIsActuallyDone}}\n- {{commandToRun_OR_behaviorToCheck}}\n\n## Observability Impact\n\n<!-- OMIT THIS SECTION ENTIRELY for simple tasks that don't touch runtime boundaries,\n     async flows, APIs, background processes, or error paths.\n     Include it only when the task meaningfully changes how failures are detected or diagnosed. -->\n\n- Signals added/changed: {{structured logs, statuses, errors, metrics}}\n- How a future agent inspects this: {{command, endpoint, file, UI state}}\n- Failure state exposed: {{what becomes visible on failure}}\n\n## Inputs\n\n<!-- Every input MUST be a backtick-wrapped file path. These paths are machine-parsed to\n     derive task dependencies — vague descriptions without paths break dependency detection.\n     For the first task in a slice with no prior task outputs, list the existing source files\n     this task reads or modifies. -->\n\n- `{{filePath}}` — {{whatThisTaskNeedsFromPriorWork}}\n\n## Expected Output\n\n<!-- Every output MUST be a backtick-wrapped file path — the specific files this task creates\n     or modifies. These paths are machine-parsed to derive task dependencies.\n     This task should produce a real increment toward making the slice goal/demo true. A full\n     slice plan should not be able to mark every task complete while the claimed slice behavior\n     still does not work at the stated proof level. -->\n\n- `{{filePath}}` — {{whatThisTaskCreatesOrModifies}}\n"}],"isError":false,"timestamp":1775181064295}}
{"type":"message","id":"d9b9791b","parentId":"cd4ad051","timestamp":"2026-04-03T01:51:07.298Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"toolu_01QRkr4oK8vZr2UW9qgBs6rm","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && head -40 frontend/src/pages/AdminPipeline.tsx"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":84,"cacheRead":80102,"cacheWrite":2753,"totalTokens":82940,"cost":{"input":0.000005,"output":0.0021000000000000003,"cacheRead":0.040050999999999996,"cacheWrite":0.01720625,"total":0.05936225}},"stopReason":"toolUse","timestamp":1775181064295}}
{"type":"message","id":"b1e97a42","parentId":"d9b9791b","timestamp":"2026-04-03T01:51:07.312Z","message":{"role":"toolResult","toolCallId":"toolu_01QRkr4oK8vZr2UW9qgBs6rm","toolName":"bash","content":[{"type":"text","text":"/**\n * Pipeline admin dashboard — video list with status, retrigger/revoke,\n * expandable event log with token usage and collapsible JSON viewer.\n */\n\nimport React, { useCallback, useEffect, useMemo, useRef, useState } from \"react\";\nimport { useSearchParams } from \"react-router-dom\";\nimport { useDocumentTitle } from \"../hooks/useDocumentTitle\";\nimport {\n  fetchPipelineVideos,\n  fetchPipelineEvents,\n  fetchPipelineRuns,\n  fetchWorkerStatus,\n  fetchDebugMode,\n  setDebugMode,\n  triggerPipeline,\n  revokePipeline,\n  cleanRetriggerPipeline,\n  rerunStage,\n  fetchChunkingData,\n  fetchStalePages,\n  bulkResynthesize,\n  wipeAllOutput,\n  fetchCreators,\n  fetchRecentActivity,\n  type PipelineVideoItem,\n  type PipelineEvent,\n  type PipelineRunItem,\n  type WorkerStatusResponse,\n  type RecentActivityItem,\n} from \"../api/public-client\";\n\n// ── Helpers ──────────────────────────────────────────────────────────────────\n\nfunction formatDate(iso: string | null): string {\n  if (!iso) return \"—\";\n  return new Date(iso).toLocaleString(undefined, {\n    month: \"short\",\n    day: \"numeric\",\n    hour: \"2-digit\",\n"}],"isError":false,"timestamp":1775181067310}}
{"type":"message","id":"32e685b8","parentId":"b1e97a42","timestamp":"2026-04-03T01:51:12.073Z","message":{"role":"assistant","content":[{"type":"text","text":"Now I have a solid picture. The research is accurate. Let me check the chunking endpoint pattern to confirm cross-link feasibility."},{"type":"toolCall","id":"toolu_01GG2xAUJSf8yoPmBtCKWiJj","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && rg \"chunking\" backend/routers/pipeline.py | head -10"}},{"type":"toolCall","id":"toolu_01Q57sisubHtvNHi23hYY39X","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && rg \"fetchTechnique\\|fetchVersions\\|TechniquePageVersion\" frontend/src/api/public-client.ts | head -10"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":202,"cacheRead":80102,"cacheWrite":3211,"totalTokens":83516,"cost":{"input":0.000005,"output":0.005050000000000001,"cacheRead":0.040050999999999996,"cacheWrite":0.02006875,"total":0.06517474999999999}},"stopReason":"toolUse","timestamp":1775181067311}}
{"type":"message","id":"a4009809","parentId":"32e685b8","timestamp":"2026-04-03T01:51:12.091Z","message":{"role":"toolResult","toolCallId":"toolu_01GG2xAUJSf8yoPmBtCKWiJj","toolName":"bash","content":[{"type":"text","text":"@router.get(\"/admin/pipeline/chunking/{video_id}\")\nasync def get_chunking_data(\n    \"\"\"Return chunking/grouping data for a video — topic boundaries, classifications,\n"}],"isError":false,"timestamp":1775181072091}}
{"type":"message","id":"3299a8f2","parentId":"a4009809","timestamp":"2026-04-03T01:51:12.098Z","message":{"role":"toolResult","toolCallId":"toolu_01Q57sisubHtvNHi23hYY39X","toolName":"bash","content":[{"type":"text","text":"(no output)"}],"isError":false,"timestamp":1775181072095}}
{"type":"message","id":"1eec05bf","parentId":"3299a8f2","timestamp":"2026-04-03T01:51:15.371Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"toolu_01H1tqxEKodeMR9wsCFsUjnA","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && rg \"fetchTechnique|fetchVersion|technique.*version\" frontend/src/api/public-client.ts"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":94,"cacheRead":83313,"cacheWrite":311,"totalTokens":83719,"cost":{"input":0.000005,"output":0.00235,"cacheRead":0.0416565,"cacheWrite":0.0019437500000000002,"total":0.04595525}},"stopReason":"toolUse","timestamp":1775181072096}}
{"type":"message","id":"4d43a877","parentId":"1eec05bf","timestamp":"2026-04-03T01:51:15.390Z","message":{"role":"toolResult","toolCallId":"toolu_01H1tqxEKodeMR9wsCFsUjnA","toolName":"bash","content":[{"type":"text","text":"export async function fetchTechniques(\nexport async function fetchTechnique(\nexport async function fetchTechniqueVersions(\n    `${BASE}/techniques/${slug}/versions`,\nexport async function fetchTechniqueVersion(\n    `${BASE}/techniques/${slug}/versions/${versionNumber}`,\n"}],"isError":false,"timestamp":1775181075388}}
{"type":"message","id":"dee004c7","parentId":"4d43a877","timestamp":"2026-04-03T01:52:12.473Z","message":{"role":"assistant","content":[{"type":"text","text":"Good. All the pieces are there. The research doc's assessment is accurate. Here's my decomposition:\n\n**Backend endpoint** (T01) — new admin-focused technique pages list endpoint with source video counts, format, version counts. Straightforward query with joins. **Frontend page + route wiring** (T02) — new `AdminTechniquePages.tsx` with table, expandable rows, filters, plus route/dropdown entry. This is the bulk of the work but follows existing AdminPipeline patterns exactly.\n\nTwo tasks is right. The backend endpoint is small and self-contained. The frontend page + wiring is one cohesive unit — splitting route wiring into a separate task would just create an awkward dependency for no gain."},{"type":"toolCall","id":"toolu_01LRmsmpHJWnXQEnvmJFQk8N","name":"gsd_plan_slice","arguments":{"goal":"Admin view for multi-source technique pages — list with source/version counts, expandable rows showing source videos and composition history, cross-links to pipeline admin.","integrationClosure":"Upstream: S03 data model (body_sections_format, technique_page_videos), S04 compose logic (populates the join table and v2 format). New wiring: admin endpoint in pipeline router, new React page + route. What remains: S07 (search deep linking) is the only remaining slice.","milestoneId":"M014","observabilityImpact":"None — admin-only read endpoint, no new async flows or failure modes beyond standard query errors.","proofLevel":"integration — real API endpoint + real frontend page rendering data from live DB","sliceId":"S06","successCriteria":"- `GET /admin/pipeline/technique-pages` returns technique pages with source_video_count, version_count, body_sections_format, creator name, filterable by multi_source_only and creator\n- New `/admin/techniques` page renders technique page table with expandable rows showing source videos and version history\n- Admin dropdown includes \"Techniques\" link\n- Cross-links work: technique admin → pipeline admin (via video ID), technique admin → public technique page","tasks":[{"description":"Add a new admin endpoint that returns technique pages with aggregated source video counts, version counts, body_sections_format, and creator info. Supports filtering by multi_source_only (boolean) and creator (slug). This provides the data source for the admin technique pages UI.\n\nThe endpoint lives in `backend/routers/pipeline.py` alongside other admin endpoints. It queries TechniquePage with joins to Creator, counts from technique_page_videos and technique_page_versions, and returns a paginated response.\n\n## Steps\n\n1. Read `backend/routers/pipeline.py` to understand existing admin endpoint patterns (imports, auth, response style).\n2. Read `backend/schemas.py` to see existing schema patterns.\n3. Add a new Pydantic response schema `AdminTechniquePageItem` in `backend/schemas.py` with fields: id, title, slug, creator_name, creator_slug, topic_category, body_sections_format, source_video_count (int), version_count (int), created_at, updated_at. Add `AdminTechniquePageListResponse` with items list and total count.\n4. Add `GET /admin/pipeline/technique-pages` endpoint in `backend/routers/pipeline.py`. Query uses: `select(TechniquePage)` with `selectinload(TechniquePage.creator)`, correlated subqueries for source_video_count (count from technique_page_videos where technique_page_id matches) and version_count (count from technique_page_versions). Support query params: `multi_source_only: bool = False` (filter source_video_count > 1), `creator: str | None` (filter by creator slug), `sort: str = 'recent'` (recent/alpha/creator), `offset: int = 0`, `limit: int = 50`.\n5. Test endpoint manually via curl against the running API on ub01.\n\n## Must-Haves\n\n- [ ] Endpoint returns correct source_video_count and version_count per page\n- [ ] multi_source_only=true filters to pages with >1 source video\n- [ ] creator filter works by slug\n- [ ] Response includes body_sections_format field\n- [ ] Pagination works (offset/limit/total)\n\n## Verification\n\n- `ssh ub01 'cd /vmPool/r/repos/xpltdco/chrysopedia && PYTHONPATH=backend python -c \"from schemas import AdminTechniquePageItem, AdminTechniquePageListResponse; print(AdminTechniquePageItem.model_fields.keys())\"'` exits 0\n- After deploying: `curl -s http://ub01:8096/api/v1/admin/pipeline/technique-pages | python3 -m json.tool | head -30` returns valid JSON with items array containing source_video_count and version_count fields","estimate":"45m","expectedOutput":["`backend/routers/pipeline.py` — new GET /admin/pipeline/technique-pages endpoint","`backend/schemas.py` — new AdminTechniquePageItem and AdminTechniquePageListResponse schemas"],"files":["backend/routers/pipeline.py","backend/schemas.py"],"inputs":["`backend/routers/pipeline.py` — existing admin endpoint patterns","`backend/schemas.py` — existing Pydantic schema patterns","`backend/models.py` — TechniquePage, TechniquePageVideo, TechniquePageVersion models"],"taskId":"T01","title":"Add GET /admin/pipeline/technique-pages endpoint","verify":"ssh ub01 'cd /vmPool/r/repos/xpltdco/chrysopedia && PYTHONPATH=backend python -c \"from schemas import AdminTechniquePageItem; print(AdminTechniquePageItem.model_fields.keys())\"' && curl -sf http://ub01:8096/api/v1/admin/pipeline/technique-pages | python3 -c 'import json,sys; d=json.load(sys.stdin); assert \"items\" in d; print(f\"OK: {d[\"total\"]} pages\")'"},{"description":"Create the frontend page for admin technique page management. Table showing technique pages with source video counts, version counts, format badges, and creator. Expandable rows show source videos list (from existing `/techniques/{slug}` detail endpoint) and link to version history. Filters for multi-source only and creator. Cross-links to pipeline admin and public technique pages.\n\nFollows patterns from `AdminPipeline.tsx` (table layout, expandable rows, badges, fetch pattern).\n\n## Steps\n\n1. Read `frontend/src/pages/AdminPipeline.tsx` (first ~100 lines) for fetch patterns, state management, table structure.\n2. Read `frontend/src/api/public-client.ts` for the `request<T>` pattern and existing type exports.\n3. Add TypeScript types and fetch function to `frontend/src/api/public-client.ts`: `AdminTechniquePageItem` interface (id, title, slug, creator_name, creator_slug, topic_category, body_sections_format, source_video_count, version_count, created_at, updated_at) and `fetchAdminTechniquePages(params)` function calling `GET /admin/pipeline/technique-pages`.\n4. Create `frontend/src/pages/AdminTechniquePages.tsx`:\n   - State: items array, loading, error, filters (multiSourceOnly boolean, creatorFilter string), expandedSlug\n   - Fetch on mount and filter change using the new client function\n   - Table columns: Title (link to public page), Creator (link to creator detail), Category, Format (v1/v2 badge), Sources (count), Versions (count), Updated\n   - Click row to expand → fetch technique detail via existing `fetchTechnique(slug)` → show source videos list with filenames and added_at dates, link to each video in pipeline admin via `/admin/pipeline?video={id}`\n   - Filter bar: \"Multi-source only\" toggle checkbox, creator text filter\n   - Use existing CSS patterns from AdminPipeline (admin-page class, table styles)\n5. Add route in `frontend/src/App.tsx`: `<Route path=\"/admin/techniques\" element={<AdminTechniquePages />} />`\n6. Add \"Techniques\" link in `frontend/src/components/AdminDropdown.tsx` menu items.\n7. Build frontend to verify no TypeScript errors.\n\n## Must-Haves\n\n- [ ] Table renders with all columns (title, creator, category, format, sources, versions, updated)\n- [ ] Row expand shows source videos with filenames and dates\n- [ ] Multi-source filter toggle works\n- [ ] Cross-link to pipeline admin works (via video ID query param)\n- [ ] Cross-link to public technique page works\n- [ ] Route `/admin/techniques` works\n- [ ] Admin dropdown includes Techniques entry\n\n## Verification\n\n- `cd frontend && npm run build` exits 0 (no TypeScript errors)\n- After deploying: navigate to `http://ub01:8096/admin/techniques` in browser, page renders with technique data\n- Admin dropdown shows three items: Reports, Pipeline, Techniques","estimate":"1h30m","expectedOutput":["`frontend/src/pages/AdminTechniquePages.tsx` — new admin technique pages page","`frontend/src/api/public-client.ts` — AdminTechniquePageItem type + fetchAdminTechniquePages function","`frontend/src/App.tsx` — new /admin/techniques route","`frontend/src/components/AdminDropdown.tsx` — Techniques menu entry added"],"files":["frontend/src/api/public-client.ts","frontend/src/pages/AdminTechniquePages.tsx","frontend/src/App.tsx","frontend/src/components/AdminDropdown.tsx"],"inputs":["`frontend/src/api/public-client.ts` — existing request<T> pattern and types","`frontend/src/pages/AdminPipeline.tsx` — reference for admin page patterns (table, expand, badges)","`frontend/src/components/AdminDropdown.tsx` — dropdown menu to add entry to","`frontend/src/App.tsx` — route definitions","`backend/schemas.py` — AdminTechniquePageItem schema from T01"],"taskId":"T02","title":"Build AdminTechniquePages page with route and dropdown entry","verify":"cd frontend && npm run build 2>&1 | tail -5"}]}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":2775,"cacheRead":83313,"cacheWrite":487,"totalTokens":86576,"cost":{"input":0.000005,"output":0.069375,"cacheRead":0.0416565,"cacheWrite":0.00304375,"total":0.11408025000000001}},"stopReason":"toolUse","timestamp":1775181075389}}
{"type":"message","id":"b95df5f2","parentId":"dee004c7","timestamp":"2026-04-03T01:52:12.528Z","message":{"role":"toolResult","toolCallId":"toolu_01LRmsmpHJWnXQEnvmJFQk8N","toolName":"gsd_plan_slice","content":[{"type":"text","text":"Planned slice S06 (M014)"}],"details":{"operation":"plan_slice","milestoneId":"M014","sliceId":"S06","planPath":"/home/aux/projects/content-to-kb-automator/.gsd/milestones/M014/slices/S06/S06-PLAN.md","taskPlanPaths":["/home/aux/projects/content-to-kb-automator/.gsd/milestones/M014/slices/S06/tasks/T01-PLAN.md","/home/aux/projects/content-to-kb-automator/.gsd/milestones/M014/slices/S06/tasks/T02-PLAN.md"]},"isError":false,"timestamp":1775181132527}}
{"type":"message","id":"ba4d39ee","parentId":"b95df5f2","timestamp":"2026-04-03T01:52:21.540Z","message":{"role":"assistant","content":[{"type":"text","text":"Self-audit:\n\n- **Completion semantics:** T01 delivers the backend data. T02 delivers the frontend page, route, and dropdown entry. Together they satisfy the demo: \"Admin view for multi-source page shows source dropdown, composition history, per-video chunking inspection.\"\n- **Requirement coverage:** No active requirements are owned by this slice (per the roadmap). R012 was already advanced by S04.\n- **Task completeness:** Both tasks have concrete steps, must-haves, verification commands, and backtick-wrapped file paths for inputs/outputs.\n- **Dependency correctness:** T02 depends on T01's schema (reads `AdminTechniquePageItem` from schemas.py). Order is correct.\n- **Scope sanity:** T01 has 5 steps, 2 files. T02 has 7 steps, 4 files. Both well within bounds.\n- **Feature completeness:** Both tasks produce real user-facing output — an endpoint and a page.\n\nSlice S06 planned."}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":238,"cacheRead":83800,"cacheWrite":2760,"totalTokens":86799,"cost":{"input":0.000005,"output":0.00595,"cacheRead":0.0419,"cacheWrite":0.01725,"total":0.065105}},"stopReason":"stop","timestamp":1775181132528}}
