{"type":"thinking_level_change","id":"66fdc8a7","parentId":null,"timestamp":"2026-03-30T19:29:04.189Z","thinkingLevel":"medium"}
{"type":"model_change","id":"092f47ea","parentId":"66fdc8a7","timestamp":"2026-03-30T19:29:04.190Z","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/M007/slices/S04/S04-PLAN.md` and `.gsd/milestones/M007/slices/S04/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 S04 planned.\"\n## Requirements Advanced\n\nNone.\n\n## Requirements Validated\n\nNone.\n\n## Requirements Invalidated or Re-scoped\n\nNone.\n\n## UNIT: Plan Slice S04 (\"Admin UX Audit — Prune, Streamline, and Polish\") — Milestone M007\n\n## Inlined Context (preloaded — do not re-read these files)\n\n### Milestone Roadmap\nSource: `.gsd/milestones/M007/M007-ROADMAP.md`\n\n# M007: \n\n## Vision\nMake the pipeline fully transparent — every LLM call's full prompt and response viewable, copyable, exportable, with per-stage token accounting. Automate transcript ingestion via folder monitoring instead of manual POST. Tighten the admin UX: prune dead weight, improve workflow clarity. Fix frontend overflow and mobile responsiveness bugs. Set the foundation for iterating on content quality through better visibility into what the LLM is actually doing.\n\n## Slice Overview\n| ID | Slice | Risk | Depends | Done | After this |\n|----|-------|------|---------|------|------------|\n| S01 | Pipeline Debug Mode — Full LLM I/O Capture and Token Accounting | medium | — | ✅ | Toggle debug mode on for a video, trigger pipeline, see full prompt + response stored for every LLM call with per-stage token breakdown |\n| S02 | Debug Payload Viewer — Inline View, Copy, and Export in Admin UI | low | S01 | ✅ | Admin clicks an LLM call event, sees full prompt and response in a readable viewer, copies to clipboard, or downloads as JSON |\n| S03 | Transcript Folder Watcher — Auto-Ingest Service | medium | — | ✅ | Drop a transcript JSON into the watch folder on ub01 → file is detected, validated, POSTed to /ingest, pipeline triggers automatically |\n| S04 | Admin UX Audit — Prune, Streamline, and Polish | low | S02 | ⬜ | Admin pipeline page is cleaner and more efficient for daily content management. Dead UI elements removed. Workflow improvements visible. |\n| S05 | Key Moment Card Text Overflow Fix | low | — | ⬜ | Key moment cards with long filenames and timestamp ranges display cleanly — text truncated with ellipsis or wrapped within card bounds, no horizontal bleed |\n| S06 | Mobile Viewport Overflow Fix — Technique Pages and Global Content | low | S05 | ⬜ | Technique page on Galaxy S25 Ultra renders cleanly — body text wraps, tags don't overflow, metadata stays within viewport, no horizontal scroll |\n\n---\n\n### Slice Research\nSource: `.gsd/milestones/M007/slices/S04/S04-RESEARCH.md`\n\n# S04 Research: Admin UX Audit — Prune, Streamline, and Polish\n\n## Summary\n\nThis is a **light research** slice — straightforward UX cleanup using established patterns in an already well-structured codebase. The admin pages (Pipeline, Reports, Review) are functional but have accumulated some gaps and could benefit from streamlining for the single-admin daily workflow.\n\n## Recommendation\n\nThree tasks: (1) Add debug mode toggle + video status filter to Pipeline page, (2) Cross-link admin pages and add workflow shortcuts, (3) CSS/UX polish pass. All tasks are independent and could run in parallel.\n\n## Implementation Landscape\n\n### Admin Pages Inventory (canonical on ub01)\n\n| Page | File | Lines | Role |\n|------|------|-------|------|\n| Pipeline Management | `frontend/src/pages/AdminPipeline.tsx` | 535 | Video list, status, trigger/revoke, event log, worker status, debug payload viewer |\n| Content Reports | `frontend/src/pages/AdminReports.tsx` | 246 | User-submitted issue reports, triage workflow |\n| Review Queue | `frontend/src/pages/ReviewQueue.tsx` | 189 | Key moment review with stats, filters, pagination |\n| Moment Detail | `frontend/src/pages/MomentDetail.tsx` | 454 | Single moment review with approve/reject/edit/split/merge |\n\n### Supporting Components\n\n| Component | File | Lines | Used By |\n|-----------|------|-------|---------|\n| AdminDropdown | `components/AdminDropdown.tsx` | 73 | App.tsx header nav |\n| ModeToggle | `components/ModeToggle.tsx` | 59 | ReviewQueue.tsx |\n| AppFooter | `components/AppFooter.tsx` | 47 | App.tsx |\n| StatusBadge | `components/StatusBadge.tsx` | 19 | ReviewQueue, MomentDetail |\n| ReportIssueModal | `components/ReportIssueModal.tsx` | 135 | TechniquePage.tsx only |\n\n### API Clients\n\n- `api/client.ts` — Review queue endpoints only (BASE = `/api/v1/review`)\n- `api/public-client.ts` — Everything else: search, techniques, creators, topics, pipeline admin, reports\n\nBoth have independent `request<T>()` helpers with identical error-handling logic. This duplication is mild but noted.\n\n### CSS\n\nSingle `App.css` at 3082 lines. Uses 77 CSS custom properties (D017). Admin-specific styles start around line 2265 (reports) and 2577 (pipeline). BEM naming throughout.\n\n## Concrete Findings\n\n### 1. Missing Debug Mode Toggle on Pipeline Page\n\nBackend has `GET/PUT /admin/pipeline/debug-mode` endpoints (pipeline.py lines 244-278, using Redis key `chrysopedia:debug_mode`). **No frontend UI exposes this toggle.** The `ModeToggle` component on the Review Queue page is a good pattern to follow, but the debug mode toggle serves a different purpose (controls whether pipeline captures full LLM I/O per S01).\n\n**Action:** Add a debug mode toggle to the Pipeline page header, next to WorkerStatus. Reuse the ModeToggle visual pattern. Add `fetchDebugMode` / `setDebugMode` functions to `public-client.ts`.\n\n### 2. No Video Status Filter on Pipeline Page\n\nThe pipeline page shows all videos in a flat list. With growing content, the admin needs to filter by `processing_status` (pending, processing, extracted, completed, failed, etc.). The `statusBadgeClass()` function already maps all statuses to visual styles.\n\n**Action:** Add a status filter pill bar (same pattern as ReviewQueue's FILTERS and AdminReports's STATUS_OPTIONS). Filter client-side — the video list is small enough (currently fetched all at once via `fetchPipelineVideos()`).\n\n### 3. No Cross-Links Between Admin Pages\n\n- Pipeline video → no link to its technique pages or review queue moments\n- Review queue → no link back to pipeline for the source video\n- No way to jump from a pipeline event to the related technique page\n\n**Action:** Add subtle cross-link buttons/icons where natural. E.g., a \"View moments\" link on each pipeline video card that navigates to `/admin/review?video_id=...` (would need review queue to support URL-based filtering, or just use the video filename as visual context). Keep this simple — a link to review queue filtered to that video's moments is the most valuable.\n\n### 4. Dead/Low-Value UI Elements\n\n- **\"Head/Tail\" view toggle** on event log — the distinction is confusing for an admin (\"head\" means oldest-first, \"tail\" means newest-first). Consider renaming to \"Oldest first\" / \"Newest first\" or just defaulting to newest-first and removing the toggle.\n- **Event ID display** in expanded video detail (`ID: {video.id.slice(0, 8)}…`) — not useful for the admin workflow. Created/Updated dates are marginally useful.\n- **\"↻ Refresh\" button** appears twice on pipeline page — once in the header, once per event log. The header one is sufficient; auto-refresh on a timer (like WorkerStatus does every 15s) would be better.\n\n### 5. Pipeline Page Doesn't Show Debug Mode State Visually\n\nWhen debug mode is on, the admin should see a visual indicator so they know pipeline runs will be capturing full prompts. Without this, they might wonder why events have debug payloads or not.\n\n### 6. Trigger Button Lacks Debug Mode Context\n\nWhen triggering a pipeline run, there's no indication whether it will run in debug mode or not. A small \"(debug)\" label next to the trigger button when debug mode is active would clarify.\n\n## Files That Will Change\n\n| File | What Changes |\n|------|-------------|\n| `frontend/src/pages/AdminPipeline.tsx` | Add debug mode toggle, status filter, rename head/tail, prune low-value elements, add cross-links |\n| `frontend/src/api/public-client.ts` | Add `fetchDebugMode()` / `setDebugMode()` API functions |\n| `frontend/src/App.css` | Add debug-mode toggle styles, status filter styles, polish tweaks |\n\n## Constraints\n\n- **All changes on ub01** — canonical dev directory is `/vmPool/r/repos/xpltdco/chrysopedia`\n- **Deploy via Docker Compose rebuild** — `docker compose build chrysopedia-web && docker compose up -d chrysopedia-web-8096`\n- **Container name vs service name** — build target is `chrysopedia-web`, container is `chrysopedia-web-8096`\n- **No backend changes needed** — all required API endpoints already exist\n- **Frontend-only slice** — TypeScript + CSS changes only\n\n## Verification Strategy\n\n1. `docker compose build chrysopedia-web` succeeds (TypeScript compiles)\n2. Container healthy: `curl -s http://localhost:8096/ | grep -q Chrysopedia`\n3. Browser verification of pipeline page: debug toggle visible, status filter functional, head/tail renamed, cross-links present\n4. Debug mode toggle: click toggle → API call succeeds → visual state updates\n5. Status filter: click filter pill → video list filters correctly\n\n---\n\n### Decisions\nSource: `.gsd/DECISIONS.md`\n\n# Decisions Register\n\n<!-- Append-only. Never edit or remove existing rows.\n     To reverse a decision, add a new row that supersedes it.\n     Read this file at the start of any planning or research phase. -->\n\n| # | When | Scope | Decision | Choice | Rationale | Revisable? | Made By |\n|---|------|-------|----------|--------|-----------|------------|---------|\n| D001 |  | architecture | Storage layer selection | PostgreSQL for structured data, Qdrant (existing instance at 10.0.0.10) for vector embeddings, local filesystem for transcript JSON files | Spec specifies PostgreSQL for JSONB support and Qdrant already running on hypervisor. File store on local filesystem organized by creator slug. Qdrant gets a dedicated collection, not a new instance. | Yes | collaborative |\n| D002 |  | architecture | Timestamp handling for asyncpg with TIMESTAMP WITHOUT TIME ZONE columns | Use datetime.now(timezone.utc).replace(tzinfo=None) in _now() helper | asyncpg rejects timezone-aware datetimes for TIMESTAMP WITHOUT TIME ZONE columns. Stripping tzinfo at the application layer preserves UTC semantics while staying compatible with the existing schema. | Yes | agent |\n| D003 |  | requirement | R002 Transcript Ingestion API status | validated | 6 passing integration tests prove the full POST /api/v1/ingest flow: creator auto-detection, SourceVideo upsert, TranscriptSegment bulk insert, raw JSON persistence, idempotent re-upload, and invalid input rejection. | Yes | agent |\n| D004 |  | architecture | Sync vs async approach for Celery worker pipeline tasks | Use sync openai.OpenAI, sync QdrantClient, and sync SQLAlchemy (create_engine with psycopg2) inside Celery tasks. Convert DATABASE_URL from postgresql+asyncpg:// to postgresql:// for the sync engine. | Celery workers run in a synchronous context. Using asyncio.run() inside tasks risks nested event loop errors with gevent/eventlet workers. Using sync clients throughout eliminates this class of bug entirely. The async engine/session from database.py is only used by FastAPI (ASGI); the worker gets its own sync engine. | Yes | agent |\n| D005 |  | architecture | Embedding/Qdrant failure handling strategy in pipeline | Embedding/Qdrant failures (stage 6) log errors but do not fail the pipeline. Processing_status is set by stages 2-5 only. Embeddings can be regenerated by manual re-trigger. | Qdrant is at 10.0.0.10 on the hypervisor network and may not be reachable during all pipeline runs. Making embedding a non-blocking side-effect ensures core pipeline output (KeyMoments, TechniquePages in PostgreSQL) is never lost due to vector store issues. The manual re-trigger endpoint allows regenerating embeddings at any time. | Yes | agent |\n| D006 |  | requirement | R013 Prompt Template System status | validated | 4 prompt template files in prompts/ directory loaded from configurable settings.prompts_path. Templates use XML-style content fencing. Pipeline stages read templates from disk at runtime, enabling edits without code changes. Manual re-trigger endpoint (POST /api/v1/pipeline/trigger/{video_id}) allows re-processing after prompt edits. | Yes | agent |\n| D007 | M001/S04 | architecture | Runtime review mode toggle persistence mechanism | Store review mode toggle in Redis key `chrysopedia:review_mode` with async redis client. Fall back to `settings.review_mode` config default when key is absent. | The config.py `review_mode` setting is loaded via lru_cache from environment variables and cannot be mutated at runtime. Redis is already used by the project (Celery broker, stage 4 classification data) so it adds no new infrastructure. A system_settings DB table would work but Redis is simpler for a single boolean toggle on a single-admin tool. The pipeline's stages.py reads settings.review_mode from config — the admin toggle only affects new pipeline runs if stages.py is updated to check Redis too, but that's deferred since the toggle is primarily a UI-level concept for the review queue. | Yes | agent |\n| D008 | M001/S04 | requirement | R004 Review Queue UI status | validated | All R004 capabilities delivered and verified: 9 API endpoints (approve, reject, edit, split, merge, queue list, stats, mode get/set) with 24 passing integration tests covering happy paths and error boundaries. React+TypeScript frontend with queue page (filter tabs, stats, pagination), moment detail page (all review actions with modals), and review-vs-auto mode toggle. Frontend builds with zero TypeScript errors. | Yes | agent |\n| D009 | M001/S05 | architecture | Async search service pattern for FastAPI request path | Create a separate `SearchService` class using `openai.AsyncOpenAI` and `qdrant_client.AsyncQdrantClient` for the search endpoint. Keep existing sync `EmbeddingClient` and `QdrantManager` for Celery pipeline. Search endpoint has 300ms timeout on embedding API and falls back to SQL ILIKE keyword search on Qdrant/embedding failure. | The existing EmbeddingClient and QdrantManager are sync (using `openai.OpenAI` and `QdrantClient`) because Celery tasks run synchronously. FastAPI request handlers are async — reusing sync clients would block the event loop. Creating a thin async wrapper avoids modifying the battle-tested pipeline code while providing non-blocking search. The 300ms timeout and keyword fallback ensure the search endpoint always returns results, even when Qdrant or the embedding service is degraded. | Yes | agent |\n| D010 | M001/S05 | requirement | R005 Search-First Web UI status | validated | Search endpoint (GET /api/v1/search) with async embedding + Qdrant + keyword fallback implemented and tested. Frontend Home.tsx has prominent search bar with 300ms debounced typeahead, scope toggle via URL params, nav cards for Topics/Creators, Recently Added section. SearchResults.tsx displays grouped results. 5 integration tests verify search happy path, empty query, keyword fallback, scope filter, and no-results. Frontend production build succeeds with zero TypeScript errors. | Yes | agent |\n| D011 | M001/S05 | requirement | R006 Technique Page Display status | validated | TechniquePage.tsx renders all specified sections: header with topic_category badge and topic_tags pills, creator name linked to creator detail, source_quality indicator, amber banner for unstructured content, body_sections JSONB prose (handles both string and object values), key moments index ordered by start_time, signal chains, plugins pill list, and related techniques links. Backend GET /api/v1/techniques/{slug} returns full detail with eager-loaded key_moments and related links. 404 for unknown slug tested. | Yes | agent |\n| D012 | M001/S05 | requirement | R007 Creators Browse Page status | validated | CreatorsBrowse.tsx implements genre filter pills, type-to-narrow name filter, sort toggle (Random default/A-Z/Views). Each creator row shows name, genre tags, technique_count, video_count. Links to CreatorDetail page. Backend GET /api/v1/creators supports sort=random\\|alpha\\|views and genre filter. Integration tests verify random sort, alpha sort, genre filter, detail endpoint, 404, and counts. | Yes | agent |\n| D013 | M001/S05 | requirement | R008 Topics Browse Page status | validated | TopicsBrowse.tsx renders two-level topic hierarchy (6 categories from canonical_tags.yaml with expandable sub-topics showing technique_count and creator_count). Filter input narrows categories/sub-topics. Clicking sub-topic navigates to search with scope=topics. Backend GET /api/v1/topics aggregates counts from DB per sub-topic. Integration test verifies topic hierarchy response shape. | Yes | agent |\n| D014 | M001/S05 | requirement | R014 Creator Equity status | validated | CreatorsBrowse.tsx defaults to sort=random. Backend uses func.random() ORDER BY for randomized sort. Integration test verifies random sort returns all creators (order may vary). All creators get equal visual weight in the UI — no featured/highlighted treatment. Equal-weight row layout confirmed in CSS. | Yes | agent |\n| D015 | M002/S01 | architecture | Docker network subnet for Chrysopedia on ub01 | 172.32.0.0/24 — free on ub01, replaces 172.24.0.0/24 which is used by xpltd_docs_default | 172.24.0.0/24 was already allocated to xpltd_docs_default network on ub01. Scanned all existing subnets and 172.32.0.0/24 was the first unoccupied /24 in the 172.x range. | Yes | agent |\n| D016 | M002/S01 | architecture | Embedding service for the pipeline and search — OpenWebUI doesn't serve /v1/embeddings | Add Ollama container (ollama/ollama:latest) to the compose stack running nomic-embed-text on CPU | The FYN OpenWebUI instance at chat.forgetyour.name returns 404/500 on /v1/embeddings. No Ollama instance exists on the network. Ollama provides the standard OpenAI-compatible /v1/embeddings endpoint that both EmbeddingClient and SearchService expect. | Yes | agent |\n| D017 |  | frontend | CSS theming approach for dark mode | 77 semantic CSS custom properties in :root block, all hardcoded colors replaced with var(--*) references | A complete variable-based palette enables theme switching, ensures consistency, and makes future color changes single-point edits. 77 tokens (vs ~30 initially planned) were needed to cover all semantic contexts — badges, buttons, surfaces, text, accents, shadows, and status states. Cyan (#22d3ee) replaces indigo as the accent color throughout. | Yes | agent |\n| D018 | M004/S04 | architecture | Version snapshot failure handling strategy in stage 5 | Best-effort versioning — snapshot INSERT failure logs ERROR but does not block page update (existing content overwrites proceed regardless) | Versioning is a diagnostic/benchmarking feature. Losing a version snapshot is far less damaging than failing the entire page synthesis. Follows the same non-blocking side-effect pattern established in D005 for embedding/Qdrant failures. | Yes | agent |\n| D019 | M005/S02 | frontend-layout | Technique page layout structure | CSS grid 2-column layout: 1fr main + 22rem sticky sidebar, collapsing to single column at 768px. Page max-width widened from 48rem to 64rem. | 22rem sidebar provides enough room for moment cards and plugin lists without cramming. 64rem total width accommodates both columns comfortably on standard desktop displays. Sticky sidebar keeps navigation aids visible while scrolling prose. 768px breakpoint aligns with existing mobile styles in the codebase. | Yes | agent |\n| D020 | M006/S05 | frontend | Topics page card layout visual differentiation approach | 3px colored left border + small colored dot next to category name, using existing badge CSS custom properties per category | Subtler than a full colored header — maintains dark theme cohesion while providing clear visual differentiation between 7 category cards. Reuses existing --color-badge-cat-*-bg/text custom properties, avoiding new color definitions. | Yes | agent |\n\n---\n\n### Requirements\nSource: `.gsd/REQUIREMENTS.md`\n\n# Requirements\n\n## R001 — Whisper Transcription Pipeline\n**Status:** validated\n**Description:** Desktop Python script that accepts video files (MP4/MKV), extracts audio via ffmpeg, runs Whisper large-v3 on RTX 4090, and outputs timestamped transcript JSON with segment-level timestamps and word-level timing. Must be resumable.\n**Validation:** Script processes a sample video and produces valid JSON with timestamped segments.\n**Primary Owner:** M001/S01\n\n## R002 — Transcript Ingestion API\n**Status:** validated\n**Description:** FastAPI endpoint that accepts transcript JSON uploads, creates/updates Creator and Source Video records, and stores transcript data in PostgreSQL. Handles new creator detection from folder names.\n**Validation:** POST transcript JSON → 200 OK, records created in DB, file stored on filesystem.\n**Primary Owner:** M001/S02\n\n## R003 — LLM-Powered Extraction Pipeline (Stages 2-5)\n**Status:** validated\n**Description:** Background worker pipeline: transcript segmentation → key moment extraction → classification/tagging → technique page synthesis. Uses OpenAI-compatible API with primary (DGX Sparks Qwen) and fallback (local Ollama) endpoints. Pipeline must be resumable per-video per-stage.\n**Validation:** End-to-end: transcript JSON in → technique pages with key moments, tags, and cross-references out.\n**Primary Owner:** M001/S03\n\n## R004 — Review Queue UI\n**Status:** validated\n**Description:** Admin interface for reviewing extracted key moments: approve, edit+approve, split, merge, reject. Organized by source video for contextual review. Includes mode toggle (review vs auto-publish).\n**Validation:** Admin can review, edit, and approve/reject moments; mode toggle controls whether new moments require review.\n**Primary Owner:** M001/S04\n\n## R005 — Search-First Web UI\n**Status:** validated\n**Description:** Landing page with prominent search bar, live typeahead (results after 2-3 chars), scope toggle (All/Topics/Creators), and two navigation cards (Topics, Creators). Recently added section. Search powered by Qdrant semantic search with keyword fallback.\n**Validation:** User types query → results appear within 500ms, grouped by type, with clickable navigation.\n**Primary Owner:** M001/S05\n\n## R006 — Technique Page Display\n**Status:** validated\n**Description:** Core content unit: header (tags, title, creator, meta), study guide prose (organized by sub-aspects with signal chain blocks and quotes), key moments index (timestamped list), related techniques, plugins referenced. Amber banner for livestream-sourced content.\n**Validation:** Technique page renders with all sections populated from synthesized data.\n**Primary Owner:** M001/S05\n\n## R007 — Creators Browse Page\n**Status:** validated\n**Description:** Filterable creator list with genre filter pills, type-to-narrow, sort options (randomized default, alphabetical, view count). Each row: name, genre tags, technique count, video count, view count. Links to creator detail page.\n**Validation:** Page loads with randomized order, genre filtering works, clicking row navigates to creator detail.\n**Primary Owner:** M001/S05\n\n## R008 — Topics Browse Page\n**Status:** validated\n**Description:** Two-level topic hierarchy (6 top-level categories → sub-topics). Filter input, genre filter pills. Each sub-topic shows technique count and creator count. Clicking sub-topic shows technique pages.\n**Validation:** Hierarchy renders, filtering works, sub-topic links show correct technique pages.\n**Primary Owner:** M001/S05\n\n## R009 — Qdrant Vector Search Integration\n**Status:** validated\n**Description:** Embed key moment summaries, technique page content, and transcript segments in Qdrant using configurable embedding model (nomic-embed-text default). Power semantic search with metadata filtering.\n**Validation:** Semantic search returns relevant results for natural language queries; embeddings update when content changes.\n**Primary Owner:** M001/S03\n\n## R010 — Docker Compose Deployment\n**Status:** validated\n**Description:** Single docker-compose.yml packaging API, web UI, PostgreSQL, and worker services. Follows XPLTD conventions: bind mounts at /vmPool/r/services/, compose at /vmPool/r/compose/chrysopedia/, xpltd_chrysopedia project name, dedicated Docker network.\n**Validation:** `docker compose up -d` brings up all services; data persists across restarts.\n**Primary Owner:** M001/S01\n\n## R011 — Canonical Tag System\n**Status:** validated\n**Description:** Editable canonical tag list (config file) with aliases. Pipeline references tags during classification. New tags can be proposed by LLM and queued for admin approval or auto-added within existing categories.\n**Validation:** Tag list is editable; pipeline uses canonical tags consistently; alias normalization works.\n**Primary Owner:** M001/S03\n\n## R012 — Incremental Content Addition\n**Status:** validated\n**Description:** System handles ongoing content: new videos processed through pipeline, new creators auto-detected, existing technique pages updated when new moments are added for same creator+topic.\n**Validation:** Adding a new video for an existing creator updates their technique pages; new creator folder creates new Creator record.\n**Primary Owner:** M001/S03\n\n## R013 — Prompt Template System\n**Status:** validated\n**Description:** Extraction prompts (stages 2-5) stored as editable configuration files, not hardcoded. Admin can edit prompts and re-run extraction on specific or all videos for calibration.\n**Validation:** Prompt files are editable; re-processing a video with updated prompts produces different output.\n**Primary Owner:** M001/S03\n\n## R014 — Creator Equity\n**Status:** validated\n**Description:** No creator is privileged in the UI. Default sort on Creators page is randomized on every page load. All creators get equal visual weight.\n**Validation:** Refreshing Creators page shows different order each time; no creator gets larger/bolder display.\n**Primary Owner:** M001/S05\n\n## R015 — 30-Second Retrieval Target\n**Status:** active\n**Description:** A producer mid-session can find a specific technique in under 30 seconds from Alt+Tab to reading the key insight.\n**Validation:** Timed test: Alt+Tab → search → read technique → under 30 seconds.\n**Primary Owner:** M001/S05\n\n---\n\n[...truncated 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#### S02 Summary\nSource: `.gsd/milestones/M007/slices/S02/S02-SUMMARY.md`\n\n---\nid: S02\nparent: M007\nmilestone: M007\nprovides:\n  - DebugPayloadViewer component for viewing LLM I/O in admin UI\n  - Per-section clipboard copy for prompt/response text\n  - JSON export of debug payloads\nrequires:\n  - slice: S01\n    provides: PipelineEvent model with debug text fields populated by debug mode pipeline runs\naffects:\n  - S04\nkey_files:\n  - frontend/src/pages/AdminPipeline.tsx\n  - frontend/src/api/public-client.ts\n  - frontend/src/App.css\nkey_decisions:\n  - Used clipboard API with execCommand fallback for non-HTTPS admin tool context\n  - DebugPayloadViewer renders only when at least one debug text field is non-null\n  - Field names use system_prompt_text/user_prompt_text/response_text matching the backend PipelineEvent model\npatterns_established:\n  - BEM-style component CSS with debug-viewer__ prefix following existing JsonViewer pattern\n  - Conditional component rendering gated on non-null payload fields\nobservability_surfaces:\n  - Debug viewer surfaces full LLM prompts and responses inline — this IS the observability tool for pipeline prompt debugging\ndrill_down_paths:\n  - .gsd/milestones/M007/slices/S02/tasks/T01-SUMMARY.md\nduration: \"\"\nverification_result: passed\ncompleted_at: 2026-03-30T19:10:25.752Z\nblocker_discovered: false\n---\n\n# S02: Debug Payload Viewer — Inline View, Copy, and Export in Admin UI\n\n**Added DebugPayloadViewer component to the admin pipeline page — LLM call events now show collapsible System Prompt / User Prompt / Response sections with per-section clipboard copy and full JSON export.**\n\n## What Happened\n\nThis slice delivered the frontend viewer for LLM debug payloads captured by S01's debug mode infrastructure. A single task (T01) added three optional string fields to the PipelineEvent TypeScript interface (`system_prompt_text`, `user_prompt_text`, `response_text`), built the `DebugPayloadViewer` component with independently collapsible sections, per-section copy-to-clipboard (with `execCommand` fallback for non-HTTPS contexts), and a JSON export button that downloads all debug fields as a formatted file. The component renders inline on every `llm_call` event row in the pipeline event log, gated on at least one debug field being non-null. CSS follows the existing JsonViewer BEM pattern with `var(--color-*)` custom properties per D017. Changes were applied directly on ub01 (canonical dev directory) and deployed via Docker Compose rebuild. Browser verification confirmed all UI elements render correctly with real pipeline data.\n\n## Verification\n\nContainer chrysopedia-web-8096 healthy and serving HTTP 200. DebugPayloadViewer component present in deployed JS bundle (grep confirmed). Browser verification: `.debug-viewer` selector visible, \"LLM Debug\" label rendered, collapsible section headers (System Prompt / User Prompt / Response) present in DOM with Copy buttons, JSON export button visible. Expanded System Prompt section displays full prompt text in pre-formatted block. Component renders on all 3 llm_call events in the expanded video's event list.\n\n## New Requirements Surfaced\n\nNone.\n\n## Deviations\n\nChanges applied directly on ub01 rather than pushing through git — diverged branches prevented git pull. Service name in plan verification command was `chrysopedia-web-8096` but Docker Compose build target is `chrysopedia-web` (the `-8096` is only the container name). Unicode escape issue in export button required a second build pass.\n\n## Known Limitations\n\nLocal dev01 copy is out of sync with ub01 — all changes live only on ub01. The plan verification command in S02-PLAN.md has shell quoting issues (unterminated quotes in the SSH command) that would always fail as written.\n\n## Follow-ups\n\nNone.\n\n## Files Created/Modified\n\n- `frontend/src/pages/AdminPipeline.tsx` — Added DebugPayloadViewer component (collapsible sections, copy, export) and wired into llm_call event rows\n- `frontend/src/api/public-client.ts` — Added system_prompt_text, user_prompt_text, response_text fields to PipelineEvent interface\n- `frontend/src/App.css` — Added ~100 lines of debug-viewer CSS using var(--color-*) custom properties\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/M007/M007-ROADMAP.md`\n- **Slice Research**: `.gsd/milestones/M007/slices/S04/S04-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":"d75e5d58","parentId":"092f47ea","timestamp":"2026-03-30T19:29:04.191Z"}
{"type":"message","id":"9f84ff8a","parentId":"d75e5d58","timestamp":"2026-03-30T19:29:17.431Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"Let me analyze this slice. S04 is \"Admin UX Audit — Prune, Streamline, and Polish\" — a frontend-only slice with low risk. The research doc is thorough and identifies concrete changes. Let me read the templates and then plan.\n\nKey findings from research:\n1. Add debug mode toggle to Pipeline page\n2. Add video status filter\n3. Cross-links between admin pages\n4. Prune dead/low-value UI elements (head/tail rename, remove duplicate refresh, remove event ID)\n5. Visual indicator for debug mode state\n6. Debug mode context on trigger button\n\n\nThis is all frontend work on ub01 with no backend changes needed. The research identifies three files that need updates: AdminPipeline.tsx, public-client.ts, and App.css. Let me check the templates to understand the structure.","thinkingSignature":"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"},{"type":"toolCall","id":"toolu_01SR8SK5tmky8pSu3qLJQQ92","name":"read","arguments":{"path":"~/.gsd/agent/extensions/gsd/templates/plan.md"}},{"type":"toolCall","id":"toolu_01Xh93osZk3MwrmY32tc9UdW","name":"read","arguments":{"path":"~/.gsd/agent/extensions/gsd/templates/task-plan.md"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":2,"output":319,"cacheRead":58112,"cacheWrite":10244,"totalTokens":68677,"cost":{"input":0.00001,"output":0.007975000000000001,"cacheRead":0.029056,"cacheWrite":0.064025,"total":0.10106599999999999}},"stopReason":"toolUse","timestamp":1774898944190}}
{"type":"message","id":"4333fd4d","parentId":"9f84ff8a","timestamp":"2026-03-30T19:29:17.436Z","message":{"role":"toolResult","toolCallId":"toolu_01SR8SK5tmky8pSu3qLJQQ92","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":1774898957435}}
{"type":"message","id":"e8f42f2a","parentId":"4333fd4d","timestamp":"2026-03-30T19:29:17.441Z","message":{"role":"toolResult","toolCallId":"toolu_01Xh93osZk3MwrmY32tc9UdW","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":1774898957439}}
{"type":"message","id":"d993ebe5","parentId":"e8f42f2a","timestamp":"2026-03-30T19:29:33.120Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"Let me understand the slice scope. S04 is \"Admin UX Audit — Prune, Streamline, and Polish\" with low risk, depends on S02. The research doc identifies these changes:\n\n1. Add debug mode toggle to Pipeline page\n2. Add video status filter\n3. Add cross-links between admin pages\n4. Prune dead/low-value UI elements (rename head/tail, remove duplicate refresh, clean up event ID display)\n5. Show debug mode state visually\n6. Add debug mode context to trigger button\n\nAll frontend-only, all in AdminPipeline.tsx, public-client.ts, and App.css. This is a straightforward UI polish slice.\n\n\nI'm thinking a two-task split makes more sense here: the first task handles the new functional features like the debug mode toggle and status filter, while the second task covers all the cleanup work—pruning dead UI, renaming elements, adding cross-links, and general polish. Since everything lives in the same files, this keeps related changes grouped logically.","thinkingSignature":"EvQKClkIDBgCKkCPa1CeBPCXcZBJLAKYefFHhs/o3cp1Cj9sJyjtEMMcwdOPhH+OIlMZBj4kUvMpeg0SN9cnbk7POO3ROaaFiw5EMg9jbGF1ZGUtb3B1cy00LTY4ABIM1X+r9Z97VGeJeoHMGgwsxJG9fkWWxg/ScckiMLIMB0xXF3dZWzOOWRKvSWpiOehPVwvyZyBln6EdiudsikJ9IGy3TfI4HijjxIiJGyrICZ+g7wRwRzLbdKqM0mn63vZYP0xUIXpLDWDmhrktlzaqyiJVa8lFAmffSSJ5azeXocsOP3tutX/iWcmXzqzKUssOB2nxZwXBsfOMPHjiej0N6Izz+CPe2GqvA15TjSnEQzlcMo/xxlGdrbQLN1e227+Dqd4mq9qpaZ6VXN1a+KLW2eVWdT6p2p5H2Urai1bNfW9OtYrWcarHfkOj5agH1rfKOhBnmAIcQ0OgVEEH5JpMrpSGPOu+x8bjBgmC3WfFM5vORW0pwYjX9wBecbXiF09leuWS+aTsMuKYqDApbSV/eC14pjX4rzCHAJcq0hMTUrGVQ26Xo9HZJHVmFldJ4sjllV+W7VLcQjr9bFQVAvsqKwALqH1Xybl95KRB/N80dqJktV/qvQMvxNd4g4BxG8HpYPe7I1KDR51Ez414/Qfh022gOzjdwY7vwqO9FP5sUBN33/6zw3449JSFkrSeK9Pl+F7ns2NFw1+Q9ObYw+3ASnDPJFzI1UFNsnqu64O0fQsXkclmixgE0R1ReYp7tBmdfKHvPirGJxNMdj/jmYEX2CVvL+QbCawBDnzazS9faCcTw3QlXI6rOqTgCnm822ljmn0V3qIZRNkqqS1KL0B/9Dnc56Iuk5/5yJHqLC8y6BvJ6WbgBF7frJ0tYvZr5IwgzNnGxXPtyTSHKXTdZq7G+F3/QT6pOkw6haD0OIrtyV8H+zy5vuyBhJ4w2xQHQv0BEhEywVXBZ6lsrwPY/y9P2p7nZP4IpMivw+tzTSinedIndm4fKsffhwACevnXCr4dSVuYkN/FPpWiZuoqzb69sHYzk5YX52mEPgwQ7weP4s0B3u+VdFZ7BBMpR9TXA+gYQmBPWRFkGVLBxZm2W4K55VKYhqWtuz0wTU+is/XLRZlo24zS6bGQzdK7D2kPo9v07XoeTDsGGyxRRhbnyp9GnDwHNXzOE+v+zEdR69icmuzEfPad82GwxjZQ8MeNXtH6ThVa4meCVGW43B8QQ2avEg/Q83Uy5bIjzh9dykvhkEsmbtpJb39d4BQ/LAgZLnS7DxAubg1idBZjN2GzyQx7hO3bxUaukipRjS+TAqn+MRp3BSunGJhGj4u/uj8LhmjB4u26X+n6JSCtTX2rxhxCvp8GvryAzaZlerRxxRHFGzNwUrDiu4lDQQM8XnSEWzmpFLGJ6WjCZSI+usBzm+ROfOvOajfYzj2ViyXhNiOh2Nu4AdgTyQW9Aspwb4eT0flOZDFa1KTT6Th3E/ShXjzm8HBw6j+PSrGOV5OF8ICb8UI20o09zrkO6wja6vt65jdt8xkdhS8Q3X81LLTFu0wWAxvaS1B+2ysnnNJOyMAtmJoIOiWt5DqGRDf/3bNkTsNUPn3LaPtAY4dvECU/vVQCBUZ1U/kfTxMoC4R733wZfEl8R8yGRl4/wuMsyUP/fXSeDEYGDHhoIleG7rpTwgLgt5m/BLgMrB/mD1jNuD/eAi6vu4FgzokUOnqQkFPIXjWmN1EcFknUAwvf49N7TNUh3jtneG5gjy5Y+y1oCpr24zT2uSBPIRecBfSp2xmpt7Y4/713DSlXdrjzuAujD5+VD4mrB4SgqGqlAXzpBqZ+YNnoJi570XgXgg1u60sQrkHY3J+ufkGlXBgB"},{"type":"text","text":"The research doc is thorough and the scope is clear — frontend-only changes to AdminPipeline.tsx, public-client.ts, and App.css. All backend endpoints already exist. Two tasks: one for new functional features (debug toggle + status filter), one for cleanup and polish (prune, rename, cross-links).\n\nLet me read the current AdminPipeline.tsx to ground the plan in actual code structure."},{"type":"toolCall","id":"toolu_0151B1VyXngRBUehtpWxw34o","name":"bash","arguments":{"command":"ssh ub01 \"wc -l /vmPool/r/repos/xpltdco/chrysopedia/frontend/src/pages/AdminPipeline.tsx /vmPool/r/repos/xpltdco/chrysopedia/frontend/src/api/public-client.ts\""}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":557,"cacheRead":68356,"cacheWrite":2729,"totalTokens":71643,"cost":{"input":0.000005,"output":0.013925,"cacheRead":0.034178,"cacheWrite":0.017056250000000002,"total":0.06516425}},"stopReason":"toolUse","timestamp":1774898957440}}
{"type":"message","id":"339c4b5b","parentId":"d993ebe5","timestamp":"2026-03-30T19:29:33.895Z","message":{"role":"toolResult","toolCallId":"toolu_0151B1VyXngRBUehtpWxw34o","toolName":"bash","content":[{"type":"text","text":"  535 /vmPool/r/repos/xpltdco/chrysopedia/frontend/src/pages/AdminPipeline.tsx\n  473 /vmPool/r/repos/xpltdco/chrysopedia/frontend/src/api/public-client.ts\n 1008 total\n"}],"isError":false,"timestamp":1774898973894}}
{"type":"message","id":"220b003d","parentId":"339c4b5b","timestamp":"2026-03-30T19:29:38.305Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"toolu_012eZxvAWCEwhSw8UxEygip7","name":"bash","arguments":{"command":"ssh ub01 \"head -100 /vmPool/r/repos/xpltdco/chrysopedia/frontend/src/pages/AdminPipeline.tsx\""}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":92,"cacheRead":71085,"cacheWrite":299,"totalTokens":71477,"cost":{"input":0.000005,"output":0.0023,"cacheRead":0.0355425,"cacheWrite":0.0018687500000000002,"total":0.03971625}},"stopReason":"toolUse","timestamp":1774898973894}}
{"type":"message","id":"d78bfbb5","parentId":"220b003d","timestamp":"2026-03-30T19:29:38.599Z","message":{"role":"toolResult","toolCallId":"toolu_012eZxvAWCEwhSw8UxEygip7","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 { useCallback, useEffect, useState } from \"react\";\nimport {\n  fetchPipelineVideos,\n  fetchPipelineEvents,\n  fetchWorkerStatus,\n  triggerPipeline,\n  revokePipeline,\n  type PipelineVideoItem,\n  type PipelineEvent,\n  type WorkerStatusResponse,\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    minute: \"2-digit\",\n    second: \"2-digit\",\n  });\n}\n\nfunction formatTokens(n: number): string {\n  if (n === 0) return \"0\";\n  if (n >= 1_000_000) return `${(n / 1_000_000).toFixed(1)}M`;\n  if (n >= 1_000) return `${(n / 1_000).toFixed(1)}k`;\n  return String(n);\n}\n\nfunction statusBadgeClass(status: string): string {\n  switch (status) {\n    case \"completed\":\n    case \"indexed\":\n      return \"pipeline-badge--success\";\n    case \"processing\":\n    case \"extracted\":\n    case \"classified\":\n    case \"synthesized\":\n      return \"pipeline-badge--active\";\n    case \"failed\":\n    case \"error\":\n      return \"pipeline-badge--error\";\n    case \"pending\":\n    case \"queued\":\n      return \"pipeline-badge--pending\";\n    default:\n      return \"\";\n  }\n}\n\nfunction eventTypeIcon(eventType: string): string {\n  switch (eventType) {\n    case \"start\":\n      return \"▶\";\n    case \"complete\":\n      return \"✓\";\n    case \"error\":\n      return \"✗\";\n    case \"llm_call\":\n      return \"🤖\";\n    default:\n      return \"·\";\n  }\n}\n\n// ── Collapsible JSON ─────────────────────────────────────────────────────────\n\nfunction JsonViewer({ data }: { data: Record<string, unknown> | null }) {\n  const [open, setOpen] = useState(false);\n  if (!data || Object.keys(data).length === 0) return null;\n\n  return (\n    <div className=\"json-viewer\">\n      <button\n        className=\"json-viewer__toggle\"\n        onClick={() => setOpen((v) => !v)}\n        aria-expanded={open}\n      >\n        {open ? \"▾ Hide payload\" : \"▸ Show payload\"}\n      </button>\n      {open && (\n        <pre className=\"json-viewer__content\">\n          {JSON.stringify(data, null, 2)}\n        </pre>\n      )}\n    </div>\n  );\n}\n\n// ── Debug Payload Viewer ─────────────────────────────────────────────────────\n\ninterface DebugSection {\n"}],"isError":false,"timestamp":1774898978597}}
{"type":"message","id":"017b05b3","parentId":"d78bfbb5","timestamp":"2026-03-30T19:29:41.487Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"toolu_017DaGgY2eysgdRz3APtbaT8","name":"bash","arguments":{"command":"ssh ub01 \"sed -n '100,300p' /vmPool/r/repos/xpltdco/chrysopedia/frontend/src/pages/AdminPipeline.tsx\""}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":97,"cacheRead":71384,"cacheWrite":911,"totalTokens":72393,"cost":{"input":0.000005,"output":0.002425,"cacheRead":0.035692,"cacheWrite":0.00569375,"total":0.04381575}},"stopReason":"toolUse","timestamp":1774898978598}}
{"type":"message","id":"05d67f3f","parentId":"017b05b3","timestamp":"2026-03-30T19:29:41.792Z","message":{"role":"toolResult","toolCallId":"toolu_017DaGgY2eysgdRz3APtbaT8","toolName":"bash","content":[{"type":"text","text":"interface DebugSection {\n  label: string;\n  content: string;\n}\n\nfunction DebugPayloadViewer({ event }: { event: PipelineEvent }) {\n  const sections: DebugSection[] = [];\n  if (event.system_prompt_text) sections.push({ label: \"System Prompt\", content: event.system_prompt_text });\n  if (event.user_prompt_text) sections.push({ label: \"User Prompt\", content: event.user_prompt_text });\n  if (event.response_text) sections.push({ label: \"Response\", content: event.response_text });\n\n  const [openSections, setOpenSections] = useState<Record<string, boolean>>({});\n  const [copiedKey, setCopiedKey] = useState<string | null>(null);\n\n  if (sections.length === 0) return null;\n\n  const toggleSection = (label: string) => {\n    setOpenSections((prev) => ({ ...prev, [label]: !prev[label] }));\n  };\n\n  const copyToClipboard = async (label: string, text: string) => {\n    try {\n      await navigator.clipboard.writeText(text);\n      setCopiedKey(label);\n      setTimeout(() => setCopiedKey(null), 1500);\n    } catch {\n      const ta = document.createElement(\"textarea\");\n      ta.value = text;\n      ta.style.position = \"fixed\";\n      ta.style.opacity = \"0\";\n      document.body.appendChild(ta);\n      ta.select();\n      document.execCommand(\"copy\");\n      document.body.removeChild(ta);\n      setCopiedKey(label);\n      setTimeout(() => setCopiedKey(null), 1500);\n    }\n  };\n\n  const exportAsJson = () => {\n    const data: Record<string, string | null> = {\n      event_id: event.id,\n      stage: event.stage,\n      event_type: event.event_type,\n      model: event.model,\n      system_prompt_text: event.system_prompt_text,\n      user_prompt_text: event.user_prompt_text,\n      response_text: event.response_text,\n    };\n    const blob = new Blob([JSON.stringify(data, null, 2)], { type: \"application/json\" });\n    const url = URL.createObjectURL(blob);\n    const a = document.createElement(\"a\");\n    a.href = url;\n    a.download = `debug-${event.stage}-${event.id.slice(0, 8)}.json`;\n    a.click();\n    URL.revokeObjectURL(url);\n  };\n\n  return (\n    <div className=\"debug-viewer\">\n      <div className=\"debug-viewer__header\">\n        <span className=\"debug-viewer__label\">LLM Debug</span>\n        <button className=\"debug-viewer__export\" onClick={exportAsJson} title=\"Export debug payload as JSON\">\n          ↓ JSON\n        </button>\n      </div>\n      {sections.map((sec) => {\n        const isOpen = !!openSections[sec.label];\n        return (\n          <div key={sec.label} className=\"debug-viewer__section\">\n            <div className=\"debug-viewer__section-header\">\n              <button\n                className=\"debug-viewer__section-toggle\"\n                onClick={() => toggleSection(sec.label)}\n                aria-expanded={isOpen}\n              >\n                {isOpen ? \"▾\" : \"▸\"} {sec.label}\n              </button>\n              <button\n                className=\"debug-viewer__copy\"\n                onClick={() => void copyToClipboard(sec.label, sec.content)}\n                title={`Copy ${sec.label}`}\n              >\n                {copiedKey === sec.label ? \"✓ Copied\" : \"Copy\"}\n              </button>\n            </div>\n            {isOpen && (\n              <pre className=\"debug-viewer__content\">{sec.content}</pre>\n            )}\n          </div>\n        );\n      })}\n    </div>\n  );\n}\n\n// ── Event Log ────────────────────────────────────────────────────────────────\n\nfunction EventLog({ videoId }: { videoId: string }) {\n  const [events, setEvents] = useState<PipelineEvent[]>([]);\n  const [total, setTotal] = useState(0);\n  const [loading, setLoading] = useState(true);\n  const [error, setError] = useState<string | null>(null);\n  const [offset, setOffset] = useState(0);\n  const [viewMode, setViewMode] = useState<\"head\" | \"tail\">(\"tail\");\n  const limit = 50;\n\n  const load = useCallback(async () => {\n    setLoading(true);\n    setError(null);\n    try {\n      const res = await fetchPipelineEvents(videoId, {\n        offset,\n        limit,\n        order: viewMode === \"head\" ? \"asc\" : \"desc\",\n      });\n      setEvents(res.items);\n      setTotal(res.total);\n    } catch (err) {\n      setError(err instanceof Error ? err.message : \"Failed to load events\");\n    } finally {\n      setLoading(false);\n    }\n  }, [videoId, offset, viewMode]);\n\n  useEffect(() => {\n    void load();\n  }, [load]);\n\n  if (loading) return <div className=\"loading\">Loading events…</div>;\n  if (error) return <div className=\"loading error-text\">Error: {error}</div>;\n  if (events.length === 0) return <div className=\"pipeline-events__empty\">No events recorded.</div>;\n\n  const hasNext = offset + limit < total;\n  const hasPrev = offset > 0;\n\n  return (\n    <div className=\"pipeline-events\">\n      <div className=\"pipeline-events__header\">\n        <span className=\"pipeline-events__count\">{total} event{total !== 1 ? \"s\" : \"\"}</span>\n        <div className=\"pipeline-events__view-toggle\">\n          <button\n            className={`pipeline-events__view-btn${viewMode === \"head\" ? \" pipeline-events__view-btn--active\" : \"\"}`}\n            onClick={() => { setViewMode(\"head\"); setOffset(0); }}\n          >\n            Head\n          </button>\n          <button\n            className={`pipeline-events__view-btn${viewMode === \"tail\" ? \" pipeline-events__view-btn--active\" : \"\"}`}\n            onClick={() => { setViewMode(\"tail\"); setOffset(0); }}\n          >\n            Tail\n          </button>\n        </div>\n        <button className=\"btn btn--small btn--secondary\" onClick={() => void load()}>↻ Refresh</button>\n      </div>\n\n      <div className=\"pipeline-events__list\">\n        {events.map((evt) => (\n          <div key={evt.id} className={`pipeline-event pipeline-event--${evt.event_type}`}>\n            <div className=\"pipeline-event__row\">\n              <span className=\"pipeline-event__icon\">{eventTypeIcon(evt.event_type)}</span>\n              <span className=\"pipeline-event__stage\">{evt.stage}</span>\n              <span className={`pipeline-badge pipeline-badge--event-${evt.event_type}`}>\n                {evt.event_type}\n              </span>\n              {evt.model && <span className=\"pipeline-event__model\">{evt.model}</span>}\n              {evt.total_tokens != null && evt.total_tokens > 0 && (\n                <span className=\"pipeline-event__tokens\" title={`prompt: ${evt.prompt_tokens ?? 0} / completion: ${evt.completion_tokens ?? 0}`}>\n                  {formatTokens(evt.total_tokens)} tok\n                </span>\n              )}\n              {evt.duration_ms != null && (\n                <span className=\"pipeline-event__duration\">{evt.duration_ms}ms</span>\n              )}\n              <span className=\"pipeline-event__time\">{formatDate(evt.created_at)}</span>\n            </div>\n            <JsonViewer data={evt.payload} />\n            <DebugPayloadViewer event={evt} />\n          </div>\n        ))}\n      </div>\n\n      {(hasPrev || hasNext) && (\n        <div className=\"pipeline-events__pager\">\n          <button\n            className=\"btn btn--small btn--secondary\"\n            disabled={!hasPrev}\n            onClick={() => setOffset((o) => Math.max(0, o - limit))}\n          >\n            ← Prev\n          </button>\n          <span className=\"pipeline-events__pager-info\">\n            {offset + 1}–{Math.min(offset + limit, total)} of {total}\n          </span>\n          <button\n            className=\"btn btn--small btn--secondary\"\n            disabled={!hasNext}\n            onClick={() => setOffset((o) => o + limit)}\n          >\n            Next →\n"}],"isError":false,"timestamp":1774898981790}}
{"type":"message","id":"e99758c4","parentId":"05d67f3f","timestamp":"2026-03-30T19:29:45.129Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"toolu_0173kXpUHSnSJp8q5FZheR3E","name":"bash","arguments":{"command":"ssh ub01 \"sed -n '300,535p' /vmPool/r/repos/xpltdco/chrysopedia/frontend/src/pages/AdminPipeline.tsx\""}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":97,"cacheRead":71384,"cacheWrite":3219,"totalTokens":74701,"cost":{"input":0.000005,"output":0.002425,"cacheRead":0.035692,"cacheWrite":0.02011875,"total":0.05824075000000001}},"stopReason":"toolUse","timestamp":1774898981791}}
{"type":"message","id":"a7621728","parentId":"e99758c4","timestamp":"2026-03-30T19:29:45.456Z","message":{"role":"toolResult","toolCallId":"toolu_0173kXpUHSnSJp8q5FZheR3E","toolName":"bash","content":[{"type":"text","text":"            Next →\n          </button>\n        </div>\n      )}\n    </div>\n  );\n}\n\n// ── Worker Status ────────────────────────────────────────────────────────────\n\nfunction WorkerStatus() {\n  const [status, setStatus] = useState<WorkerStatusResponse | null>(null);\n  const [error, setError] = useState<string | null>(null);\n\n  const load = useCallback(async () => {\n    try {\n      setError(null);\n      const res = await fetchWorkerStatus();\n      setStatus(res);\n    } catch (err) {\n      setError(err instanceof Error ? err.message : \"Failed\");\n    }\n  }, []);\n\n  useEffect(() => {\n    void load();\n    const id = setInterval(() => void load(), 15_000);\n    return () => clearInterval(id);\n  }, [load]);\n\n  if (error) {\n    return (\n      <div className=\"worker-status worker-status--error\">\n        <span className=\"worker-status__dot worker-status__dot--offline\" />\n        Worker: error ({error})\n      </div>\n    );\n  }\n\n  if (!status) {\n    return (\n      <div className=\"worker-status\">\n        <span className=\"worker-status__dot worker-status__dot--unknown\" />\n        Worker: checking…\n      </div>\n    );\n  }\n\n  return (\n    <div className={`worker-status ${status.online ? \"worker-status--online\" : \"worker-status--offline\"}`}>\n      <span className={`worker-status__dot ${status.online ? \"worker-status__dot--online\" : \"worker-status__dot--offline\"}`} />\n      <span className=\"worker-status__label\">\n        {status.online ? `${status.workers.length} worker${status.workers.length !== 1 ? \"s\" : \"\"} online` : \"Workers offline\"}\n      </span>\n      {status.workers.map((w) => (\n        <span key={w.name} className=\"worker-status__detail\" title={w.name}>\n          {w.active_tasks.length > 0\n            ? `${w.active_tasks.length} active`\n            : \"idle\"}\n          {w.pool_size != null && ` · pool ${w.pool_size}`}\n        </span>\n      ))}\n    </div>\n  );\n}\n\n// ── Main Page ────────────────────────────────────────────────────────────────\n\nexport default function AdminPipeline() {\n  const [videos, setVideos] = useState<PipelineVideoItem[]>([]);\n  const [loading, setLoading] = useState(true);\n  const [error, setError] = useState<string | null>(null);\n  const [expandedId, setExpandedId] = useState<string | null>(null);\n  const [actionLoading, setActionLoading] = useState<string | null>(null);\n  const [actionMessage, setActionMessage] = useState<{ id: string; text: string; ok: boolean } | null>(null);\n\n  const load = useCallback(async () => {\n    setLoading(true);\n    setError(null);\n    try {\n      const res = await fetchPipelineVideos();\n      setVideos(res.items);\n    } catch (err) {\n      setError(err instanceof Error ? err.message : \"Failed to load videos\");\n    } finally {\n      setLoading(false);\n    }\n  }, []);\n\n  useEffect(() => {\n    void load();\n  }, [load]);\n\n  const handleTrigger = async (videoId: string) => {\n    setActionLoading(videoId);\n    setActionMessage(null);\n    try {\n      const res = await triggerPipeline(videoId);\n      setActionMessage({ id: videoId, text: `Triggered (${res.status})`, ok: true });\n      // Refresh after short delay to let status update\n      setTimeout(() => void load(), 2000);\n    } catch (err) {\n      setActionMessage({\n        id: videoId,\n        text: err instanceof Error ? err.message : \"Trigger failed\",\n        ok: false,\n      });\n    } finally {\n      setActionLoading(null);\n    }\n  };\n\n  const handleRevoke = async (videoId: string) => {\n    setActionLoading(videoId);\n    setActionMessage(null);\n    try {\n      const res = await revokePipeline(videoId);\n      setActionMessage({\n        id: videoId,\n        text: res.tasks_revoked > 0\n          ? `Revoked ${res.tasks_revoked} task${res.tasks_revoked !== 1 ? \"s\" : \"\"}`\n          : \"No active tasks\",\n        ok: true,\n      });\n      setTimeout(() => void load(), 2000);\n    } catch (err) {\n      setActionMessage({\n        id: videoId,\n        text: err instanceof Error ? err.message : \"Revoke failed\",\n        ok: false,\n      });\n    } finally {\n      setActionLoading(null);\n    }\n  };\n\n  const toggleExpand = (id: string) => {\n    setExpandedId((prev) => (prev === id ? null : id));\n  };\n\n  return (\n    <div className=\"admin-pipeline\">\n      <div className=\"admin-pipeline__header\">\n        <div>\n          <h2 className=\"admin-pipeline__title\">Pipeline Management</h2>\n          <p className=\"admin-pipeline__subtitle\">\n            {videos.length} video{videos.length !== 1 ? \"s\" : \"\"}\n          </p>\n        </div>\n        <div className=\"admin-pipeline__header-right\">\n          <WorkerStatus />\n          <button className=\"btn btn--secondary\" onClick={() => void load()} disabled={loading}>\n            ↻ Refresh\n          </button>\n        </div>\n      </div>\n\n      {loading ? (\n        <div className=\"loading\">Loading videos…</div>\n      ) : error ? (\n        <div className=\"loading error-text\">Error: {error}</div>\n      ) : videos.length === 0 ? (\n        <div className=\"empty-state\">No videos in pipeline.</div>\n      ) : (\n        <div className=\"admin-pipeline__list\">\n          {videos.map((video) => (\n            <div key={video.id} className=\"pipeline-video\">\n              <div\n                className=\"pipeline-video__header\"\n                onClick={() => toggleExpand(video.id)}\n              >\n                <div className=\"pipeline-video__info\">\n                  <span className=\"pipeline-video__filename\" title={video.filename}>\n                    {video.filename}\n                  </span>\n                  <span className=\"pipeline-video__creator\">{video.creator_name}</span>\n                </div>\n\n                <div className=\"pipeline-video__meta\">\n                  <span className={`pipeline-badge ${statusBadgeClass(video.processing_status)}`}>\n                    {video.processing_status}\n                  </span>\n                  <span className=\"pipeline-video__stat\" title=\"Events\">\n                    {video.event_count} events\n                  </span>\n                  <span className=\"pipeline-video__stat\" title=\"Total tokens used\">\n                    {formatTokens(video.total_tokens_used)} tokens\n                  </span>\n                  <span className=\"pipeline-video__time\">\n                    {formatDate(video.last_event_at)}\n                  </span>\n                </div>\n\n                <div className=\"pipeline-video__actions\" onClick={(e) => e.stopPropagation()}>\n                  <button\n                    className=\"btn btn--small btn--primary\"\n                    onClick={() => void handleTrigger(video.id)}\n                    disabled={actionLoading === video.id}\n                    title=\"Retrigger pipeline\"\n                  >\n                    {actionLoading === video.id ? \"…\" : \"▶ Trigger\"}\n                  </button>\n                  <button\n                    className=\"btn btn--small btn--danger\"\n                    onClick={() => void handleRevoke(video.id)}\n                    disabled={actionLoading === video.id}\n                    title=\"Revoke active tasks\"\n                  >\n                    {actionLoading === video.id ? \"…\" : \"■ Revoke\"}\n                  </button>\n                </div>\n              </div>\n\n              {actionMessage?.id === video.id && (\n                <div className={`pipeline-video__message ${actionMessage.ok ? \"pipeline-video__message--ok\" : \"pipeline-video__message--err\"}`}>\n                  {actionMessage.text}\n                </div>\n              )}\n\n              {expandedId === video.id && (\n                <div className=\"pipeline-video__detail\">\n                  <div className=\"pipeline-video__detail-meta\">\n                    <span>ID: {video.id.slice(0, 8)}…</span>\n                    <span>Created: {formatDate(video.created_at)}</span>\n                    <span>Updated: {formatDate(video.updated_at)}</span>\n                  </div>\n                  <EventLog videoId={video.id} />\n                </div>\n              )}\n            </div>\n          ))}\n        </div>\n      )}\n    </div>\n  );\n}\n"}],"isError":false,"timestamp":1774898985454}}
{"type":"message","id":"00bd63c3","parentId":"a7621728","timestamp":"2026-03-30T19:29:50.329Z","message":{"role":"assistant","content":[{"type":"text","text":"Now let me check the existing API functions in public-client.ts to see what's already there for debug mode:"},{"type":"toolCall","id":"toolu_01UA6a1zW4jruQyLnxpv9gdc","name":"bash","arguments":{"command":"ssh ub01 \"grep -n 'debug\\|Debug\\|debug_mode' /vmPool/r/repos/xpltdco/chrysopedia/frontend/src/api/public-client.ts\""}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":127,"cacheRead":74603,"cacheWrite":2390,"totalTokens":77121,"cost":{"input":0.000005,"output":0.0031750000000000003,"cacheRead":0.0373015,"cacheWrite":0.014937500000000001,"total":0.055419}},"stopReason":"toolUse","timestamp":1774898985455}}
{"type":"message","id":"b18218e8","parentId":"00bd63c3","timestamp":"2026-03-30T19:29:50.647Z","message":{"role":"toolResult","toolCallId":"toolu_01UA6a1zW4jruQyLnxpv9gdc","toolName":"bash","content":[{"type":"text","text":"(no output)\n\nCommand exited with code 1"}],"details":{},"isError":true,"timestamp":1774898990645}}
{"type":"message","id":"d4c3e8f0","parentId":"b18218e8","timestamp":"2026-03-30T19:29:53.919Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"toolu_01CCn2Tuh53orY4JnjfXuEFv","name":"bash","arguments":{"command":"ssh ub01 \"grep -n 'export\\|function\\|interface\\|type ' /vmPool/r/repos/xpltdco/chrysopedia/frontend/src/api/public-client.ts\" | head -40"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":107,"cacheRead":76993,"cacheWrite":158,"totalTokens":77259,"cost":{"input":0.000005,"output":0.0026750000000000003,"cacheRead":0.038496499999999996,"cacheWrite":0.0009875,"total":0.042164}},"stopReason":"toolUse","timestamp":1774898990646}}
{"type":"message","id":"6724fd80","parentId":"d4c3e8f0","timestamp":"2026-03-30T19:29:54.307Z","message":{"role":"toolResult","toolCallId":"toolu_01CCn2Tuh53orY4JnjfXuEFv","toolName":"bash","content":[{"type":"text","text":"10:export interface SearchResultItem {\n22:export interface SearchResponse {\n29:export interface KeyMomentSummary {\n40:export interface CreatorInfo {\n46:export interface RelatedLinkItem {\n52:export interface TechniquePageDetail {\n74:export interface TechniquePageVersionSummary {\n80:export interface TechniquePageVersionListResponse {\n85:export interface TechniquePageVersionDetail {\n92:export interface TechniqueListItem {\n107:export interface TechniqueListResponse {\n114:export interface TopicSubTopic {\n120:export interface TopicCategory {\n126:export interface CreatorBrowseItem {\n139:export interface CreatorBrowseResponse {\n146:export interface CreatorDetailResponse {\n172:async function request<T>(url: string, init?: RequestInit): Promise<T> {\n200:export async function searchApi(\n213:export interface TechniqueListParams {\n220:export async function fetchTechniques(\n234:export async function fetchTechnique(\n240:export async function fetchTechniqueVersions(\n248:export async function fetchTechniqueVersion(\n259:export async function fetchTopics(): Promise<TopicCategory[]> {\n265:export interface CreatorListParams {\n272:export async function fetchCreators(\n286:export async function fetchCreator(\n295:export interface ContentReportCreate {\n304:export interface ContentReport {\n318:export interface ContentReportListResponse {\n325:export async function submitReport(\n334:export async function fetchReports(params: {\n351:export async function updateReport(\n364:export interface PipelineVideoItem {\n376:export interface PipelineVideoListResponse {\n381:export interface PipelineEvent {\n398:export interface PipelineEventListResponse {\n405:export interface WorkerTask {\n412:export interface WorkerInfo {\n421:export interface WorkerStatusResponse {\n"}],"isError":false,"timestamp":1774898994305}}
{"type":"message","id":"f2a669cb","parentId":"6724fd80","timestamp":"2026-03-30T19:29:57.266Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"toolu_01Q1t4DYkhTrygQUgsHrq7i4","name":"bash","arguments":{"command":"ssh ub01 \"grep -n 'export async function\\|export function' /vmPool/r/repos/xpltdco/chrysopedia/frontend/src/api/public-client.ts\""}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":100,"cacheRead":76993,"cacheWrite":733,"totalTokens":77827,"cost":{"input":0.000005,"output":0.0025,"cacheRead":0.038496499999999996,"cacheWrite":0.00458125,"total":0.04558275}},"stopReason":"toolUse","timestamp":1774898994306}}
{"type":"message","id":"d9341d43","parentId":"f2a669cb","timestamp":"2026-03-30T19:29:57.602Z","message":{"role":"toolResult","toolCallId":"toolu_01Q1t4DYkhTrygQUgsHrq7i4","toolName":"bash","content":[{"type":"text","text":"200:export async function searchApi(\n220:export async function fetchTechniques(\n234:export async function fetchTechnique(\n240:export async function fetchTechniqueVersions(\n248:export async function fetchTechniqueVersion(\n259:export async function fetchTopics(): Promise<TopicCategory[]> {\n272:export async function fetchCreators(\n286:export async function fetchCreator(\n325:export async function submitReport(\n334:export async function fetchReports(params: {\n351:export async function updateReport(\n439:export async function fetchPipelineVideos(): Promise<PipelineVideoListResponse> {\n443:export async function fetchPipelineEvents(\n459:export async function fetchWorkerStatus(): Promise<WorkerStatusResponse> {\n463:export async function triggerPipeline(videoId: string): Promise<TriggerResponse> {\n469:export async function revokePipeline(videoId: string): Promise<RevokeResponse> {\n"}],"isError":false,"timestamp":1774898997600}}
{"type":"message","id":"8f64d97f","parentId":"d9341d43","timestamp":"2026-03-30T19:30:02.401Z","message":{"role":"assistant","content":[{"type":"text","text":"Good. No debug mode API functions exist yet. The scope is well-defined. Let me check what the review queue's filter pattern looks like to inform the status filter design:"},{"type":"toolCall","id":"toolu_019wLSTB1TPDZWYTvd9JrNCZ","name":"bash","arguments":{"command":"ssh ub01 \"grep -n 'FILTER\\|filter\\|STATUS_OPTIONS\\|statusFilter' /vmPool/r/repos/xpltdco/chrysopedia/frontend/src/pages/ReviewQueue.tsx\" | head -15"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":147,"cacheRead":77726,"cacheWrite":343,"totalTokens":78217,"cost":{"input":0.000005,"output":0.0036750000000000003,"cacheRead":0.038863,"cacheWrite":0.0021437500000000003,"total":0.044686750000000004}},"stopReason":"toolUse","timestamp":1774898997600}}
{"type":"message","id":"c605f2e1","parentId":"8f64d97f","timestamp":"2026-03-30T19:30:02.723Z","message":{"role":"toolResult","toolCallId":"toolu_019wLSTB1TPDZWYTvd9JrNCZ","toolName":"bash","content":[{"type":"text","text":"4: * Shows stats bar, status filter tabs, paginated moment list, and mode toggle.\n22:const FILTERS: { label: string; value: StatusFilter }[] = [\n41:  const [filter, setFilter] = useState<StatusFilter>(\"pending\");\n68:    void loadData(filter, offset);\n69:  }, [filter, offset, loadData]);\n110:      <div className=\"filter-tabs\">\n111:        {FILTERS.map((f) => (\n115:            className={`filter-tab ${filter === f.value ? \"filter-tab--active\" : \"\"}`}\n130:          <p>No moments match the \"{filter}\" filter.</p>\n"}],"isError":false,"timestamp":1774899002722}}
{"type":"message","id":"be420b4f","parentId":"c605f2e1","timestamp":"2026-03-30T19:30:51.200Z","message":{"role":"assistant","content":[{"type":"text","text":"Clear enough. The research doc accurately maps the codebase. This is a low-risk, frontend-only slice with no backend changes. Two tasks makes sense:\n\n**T01: Debug mode toggle + status filter** — the two new interactive features that add functional value. Both require new API client functions and new state management in AdminPipeline.tsx.\n\n**T02: Cleanup and polish** — prune dead UI (event ID, rename head/tail, remove duplicate refresh), add debug mode visual indicator on trigger button, add cross-link to review queue. Depends on T01 because the debug toggle state is needed for the trigger button label.\n\nLet me persist this plan."},{"type":"toolCall","id":"toolu_01Sh9uexNoPjyGgVABtXPqXL","name":"gsd_plan_slice","arguments":{"goal":"Admin pipeline page is cleaner and more efficient for daily content management. Debug mode toggle, status filter, workflow streamlining, and dead UI removal all deployed.","integrationClosure":"Upstream: S02 delivered DebugPayloadViewer and debug text fields in PipelineEvent interface. Backend debug-mode GET/PUT endpoints exist (pipeline.py). No new backend wiring needed — this slice only consumes existing API surfaces. After this slice: S05 and S06 handle remaining CSS/layout fixes independently.","milestoneId":"M007","observabilityImpact":"Debug mode toggle state is visually surfaced on the pipeline page header and trigger button — the admin always knows whether the next pipeline run will capture full LLM I/O.","proofLevel":"operational — changes verified against running Docker deployment on ub01","sliceId":"S04","successCriteria":"## Must-Haves\n\n- Debug mode toggle visible on Pipeline page header, functional (reads/writes via existing API endpoints)\n- Video status filter pill bar filters the video list client-side by processing_status\n- \"Head\"/\"Tail\" toggle renamed to \"Oldest first\"/\"Newest first\"\n- Event ID line removed from expanded video detail\n- Duplicate refresh button removed from event log header (page-level refresh is sufficient)\n- Debug mode indicator visible on trigger button when debug mode is active\n- Cross-link from pipeline video to review queue for that video's moments\n\n## Verification\n\n- `ssh ub01 \"cd /vmPool/r/repos/xpltdco/chrysopedia && docker compose build chrysopedia-web\"` succeeds (TypeScript compiles)\n- `ssh ub01 \"curl -sf http://localhost:8096/ | grep -q Chrysopedia\"` — container healthy\n- Browser verification: debug toggle, status filter pills, renamed view toggle, cross-link all render on pipeline page","tasks":[{"description":"Add two new interactive features to AdminPipeline.tsx: (1) a debug mode toggle in the page header that reads/writes via GET/PUT /admin/pipeline/debug-mode, and (2) a status filter pill bar that filters the video list client-side by processing_status.\n\nSteps:\n1. Add `fetchDebugMode()` and `setDebugMode(enabled: boolean)` functions to `public-client.ts`. The backend endpoints are `GET /admin/pipeline/debug-mode` → `{enabled: boolean}` and `PUT /admin/pipeline/debug-mode` with body `{enabled: boolean}`.\n2. In AdminPipeline.tsx, add state for `debugMode` (boolean) and `debugLoading` (boolean). Fetch debug mode on mount. Add a toggle switch in the header-right area next to WorkerStatus — use the same visual pattern as the ModeToggle component on ReviewQueue (a labeled toggle with on/off state). Clicking the toggle calls `setDebugMode(!debugMode)` then updates local state.\n3. Add a status filter pill bar below the page header. Extract unique statuses from the `videos` array. Add `activeFilter` state (string | null, default null = show all). Render filter pills for each status plus an 'All' pill. Filter the `videos` array before rendering when `activeFilter` is set. Use the existing `filter-tab` / `filter-tab--active` CSS classes from ReviewQueue.\n4. Add CSS for the debug mode toggle (`.debug-toggle`, `.debug-toggle__switch`, `.debug-toggle__label`) in App.css. Style it to match the dark theme using existing `var(--color-*)` custom properties.\n5. Verify: Docker build succeeds, toggle visible and functional, filter pills render and filter correctly.","estimate":"45m","expectedOutput":["`frontend/src/api/public-client.ts` — added fetchDebugMode() and setDebugMode() functions","`frontend/src/pages/AdminPipeline.tsx` — added DebugModeToggle component and status filter pill bar with state management","`frontend/src/App.css` — added debug-toggle and status-filter CSS styles"],"files":["frontend/src/api/public-client.ts","frontend/src/pages/AdminPipeline.tsx","frontend/src/App.css"],"inputs":["`frontend/src/api/public-client.ts` — existing API client, needs debug mode functions added","`frontend/src/pages/AdminPipeline.tsx` — main pipeline page component (535 lines)","`frontend/src/App.css` — global stylesheet with CSS custom properties","`frontend/src/pages/ReviewQueue.tsx` — reference for filter pill pattern and ModeToggle visual pattern"],"taskId":"T01","title":"Add debug mode toggle and video status filter to Pipeline page","verify":"ssh ub01 \"cd /vmPool/r/repos/xpltdco/chrysopedia && docker compose build chrysopedia-web\" succeeds with exit 0"},{"description":"Clean up the pipeline page: remove low-value UI elements, rename confusing labels, add debug mode context to trigger button, and add cross-navigation to review queue.\n\nSteps:\n1. In EventLog component, rename 'Head'/'Tail' buttons to 'Oldest first'/'Newest first'. The buttons are in the `.pipeline-events__view-toggle` div. Just change the button text.\n2. In EventLog component, remove the duplicate '↻ Refresh' button from `.pipeline-events__header`. The page-level refresh in the main header is sufficient.\n3. In the expanded video detail section (the `pipeline-video__detail` div), remove the `ID: {video.id.slice(0, 8)}…` span. Keep Created and Updated dates.\n4. In the video header actions area, add a '(debug)' indicator next to the Trigger button when debug mode is active. Pass `debugMode` state from the parent AdminPipeline component down to or alongside the trigger button. When debugMode is true, the trigger button text changes to '▶ Trigger (debug)' to indicate the run will capture full LLM I/O.\n5. Add a cross-link button/icon on each pipeline video card that navigates to the review queue filtered by that video. Use `<a href='/admin/review'>` or React Router Link with the video's creator name as context. A small '→ Moments' link in the video meta area works. Since the review queue doesn't currently support URL-based video filtering, just link to `/admin/review` with the video filename as a visual cue.\n6. Verify: Docker build succeeds, view toggle says 'Oldest first'/'Newest first', no event-level refresh button, no event ID in detail, debug indicator on trigger when debug mode is on, cross-link visible.","estimate":"30m","expectedOutput":["`frontend/src/pages/AdminPipeline.tsx` — head/tail renamed, duplicate refresh removed, event ID removed, debug indicator on trigger, review queue cross-link added","`frontend/src/App.css` — any minor style additions for cross-link"],"files":["frontend/src/pages/AdminPipeline.tsx","frontend/src/App.css"],"inputs":["`frontend/src/pages/AdminPipeline.tsx` — pipeline page with debug toggle and status filter from T01","`frontend/src/App.css` — global stylesheet with debug-toggle styles from T01"],"taskId":"T02","title":"Prune dead UI, rename view toggle, add debug indicator on trigger, add review queue cross-link","verify":"ssh ub01 \"cd /vmPool/r/repos/xpltdco/chrysopedia && docker compose build chrysopedia-web\" succeeds with exit 0"}]}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":2201,"cacheRead":78069,"cacheWrite":316,"totalTokens":80587,"cost":{"input":0.000005,"output":0.055025000000000004,"cacheRead":0.0390345,"cacheWrite":0.001975,"total":0.0960395}},"stopReason":"toolUse","timestamp":1774899002722}}
{"type":"message","id":"899229d3","parentId":"be420b4f","timestamp":"2026-03-30T19:30:51.231Z","message":{"role":"toolResult","toolCallId":"toolu_01Sh9uexNoPjyGgVABtXPqXL","toolName":"gsd_plan_slice","content":[{"type":"text","text":"Planned slice S04 (M007)"}],"details":{"operation":"plan_slice","milestoneId":"M007","sliceId":"S04","planPath":"/home/aux/projects/content-to-kb-automator/.gsd/milestones/M007/slices/S04/S04-PLAN.md","taskPlanPaths":["/home/aux/projects/content-to-kb-automator/.gsd/milestones/M007/slices/S04/tasks/T01-PLAN.md","/home/aux/projects/content-to-kb-automator/.gsd/milestones/M007/slices/S04/tasks/T02-PLAN.md"]},"isError":false,"timestamp":1774899051230}}
{"type":"message","id":"1d8cdb05","parentId":"899229d3","timestamp":"2026-03-30T19:31:01.784Z","message":{"role":"assistant","content":[{"type":"text","text":"Self-audit:\n- **Completion semantics**: T01 delivers the two new features (debug toggle, status filter). T02 delivers cleanup (rename, prune, cross-link, debug indicator). Together they satisfy every must-have.\n- **Requirement coverage**: All 7 must-haves map to explicit steps in T01 or T02. No orphans.\n- **Task completeness**: Both tasks have concrete steps, file paths, verification commands, inputs, and expected outputs. All paths are backtick-wrapped.\n- **Dependency correctness**: T02 depends on T01 (needs `debugMode` state for the trigger button indicator). T01 has no upstream task dependency.\n- **Scope sanity**: T01 has 5 steps, 4 files. T02 has 6 steps, 2 files. Both well within limits.\n- **Feature completeness**: Both tasks produce user-visible changes, not scaffolding.\n\nSlice S04 planned."}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":228,"cacheRead":78385,"cacheWrite":2181,"totalTokens":80795,"cost":{"input":0.000005,"output":0.0057,"cacheRead":0.0391925,"cacheWrite":0.013631250000000001,"total":0.058528750000000004}},"stopReason":"stop","timestamp":1774899051230}}
