{"type":"thinking_level_change","id":"2408efea","parentId":null,"timestamp":"2026-03-31T08:16:06.494Z","thinkingLevel":"medium"}
{"type":"model_change","id":"e6335c33","parentId":"2408efea","timestamp":"2026-03-31T08:16:06.495Z","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/M011/slices/S01/S01-PLAN.md` and `.gsd/milestones/M011/slices/S01/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 S01 planned.\"\n## UNIT: Plan Slice S01 (\"Interaction Delight & Discovery\") — Milestone M011\n\n## Inlined Context (preloaded — do not re-read these files)\n\n### Milestone Roadmap\nSource: `.gsd/milestones/M011/M011-ROADMAP.md`\n\n# M011: \n\n## Vision\nTransform Chrysopedia from functionally adequate to engaging and accessible. Add interaction delight (hover animations, staggered entrances, featured technique glow, random discovery), navigation improvements (collapsed topics, global search, mobile hamburger, creator stats pills, tag overflow, empty subtopics), and WCAG accessibility fixes (heading hierarchy, skip link, contrast, page titles).\n\n## Slice Overview\n| ID | Slice | Risk | Depends | Done | After this |\n|----|-------|------|---------|------|------------|\n| S01 | Interaction Delight & Discovery | medium | — | ⬜ | Cards animate on hover with scale+shadow. Card grids stagger entrance. Featured technique has glow treatment. Random Technique button navigates to a random page. |\n| S02 | Topics, Creator Stats & Card Polish | medium | — | ⬜ | Topics page loads collapsed, expands with animation. Creator stats show colored topic pills. Cards limit tags to 4 with +N more. Empty subtopics show Coming soon. |\n| S03 | Global Search & Mobile Navigation | medium | — | ⬜ | Compact search bar in nav on all pages. Cmd+K focuses it. Mobile viewport shows hamburger menu. |\n| S04 | Accessibility & SEO Fixes | low | — | ⬜ | Every page has single H1, skip-to-content link, AA contrast text, and descriptive browser tab title. |\n\n---\n\n### Slice Research\nSource: `.gsd/milestones/M011/slices/S01/S01-RESEARCH.md`\n\n# S01 Research: Interaction Delight & Discovery\n\n## Summary\n\nThis slice covers three requirements: R016 (card hover + staggered entrance), R017 (featured technique glow), R018 (random technique button). All are CSS-first frontend work with one small backend addition (random endpoint). The codebase already has the patterns and data plumbing — this is applying polish to existing elements.\n\n**Risk:** Medium only because CSS animation scope touches many card types across multiple pages. No architectural unknowns.\n\n## Recommendation\n\nStraightforward CSS + minor JSX work. Split into: (1) card hover/stagger animations (CSS-only, all card types), (2) featured technique glow redesign (CSS + minor JSX), (3) random technique button (backend endpoint + frontend button + navigation).\n\n## Implementation Landscape\n\n### Card Types Requiring Hover Animation (R016)\n\nSix distinct card CSS classes need hover treatment (scale + shadow + 200ms transition):\n\n| Card class | Page | Container class | Current hover |\n|---|---|---|---|\n| `.nav-card` | Home | `.nav-cards` | translateY(-1px), border-color, box-shadow ✓ already good |\n| `.recent-card` | Home | `.recent-list` | border-color, box-shadow only — needs scale |\n| `.creator-technique-card` | CreatorDetail | direct children | border-color, box-shadow only — needs scale |\n| `.subtopic-technique-card` | SubTopicPage | `.subtopic-group__list` | border-color, box-shadow only — needs scale |\n| `.search-result-card` | SearchResults | `.search-group` | has hover — needs scale |\n| `.topic-card` | TopicsBrowse | `.topics-grid` | no explicit hover — needs full treatment |\n\n**Note:** `.nav-card` already has `transform: translateY(-1px)` on hover. Augment to `scale(1.02) translateY(-1px)` rather than replacing.\n\nCreatorsBrowse uses `.creator-row` (table rows, not cards) — not in scope for card hover.\n\n### Staggered Entrance Animations (R016)\n\nExisting animation: `@keyframes pageEnter` applies `translateY(8px)` fade-in to all page containers. Cards within pages don't have individual entrance animations.\n\n**Approach:** Define a `@keyframes cardEnter` (opacity 0→1, translateY(12px→0)) and apply via a `.card-stagger` utility class. Use CSS `animation-delay` with `calc(var(--stagger-index) * 60ms)` pattern — set `--stagger-index` via `style` prop in JSX `.map()` loops. This avoids JS animation libraries entirely.\n\n**Pages needing stagger:**\n- Home: `.recent-list` (4 cards)\n- TopicsBrowse: `.topics-grid` (7 cards)\n- CreatorDetail: technique cards list\n- SubTopicPage: technique cards per group\n- SearchResults: result cards\n\n### Featured Technique Glow (R017)\n\nCurrent `.home-featured` is a plain bordered box with `border-left: 3px solid var(--color-accent)`. Needs a visually distinct glow/gradient treatment.\n\n**Approach:** Replace the left-border accent with a gradient border (using `border-image` or pseudo-element with `background: linear-gradient`) plus a subtle `box-shadow` glow using the cyan accent color (`--color-accent: #22d3ee`). Keep it GPU-composited (box-shadow + opacity).\n\n**File:** Only `frontend/src/App.css` lines ~1231-1293 (`.home-featured` block). No JSX changes needed — the existing class structure supports the redesign purely in CSS.\n\n### Random Technique Button (R018)\n\n**Backend:** The existing `GET /api/v1/techniques?sort=random&limit=1` already returns a random technique (uses `ORDER BY func.random()` in `backend/routers/techniques.py:158`). A dedicated `GET /api/v1/techniques/random` endpoint would be cleaner (single redirect-style response), but the existing list endpoint works fine. Decision: add a lightweight `/techniques/random` endpoint that returns `{ slug: string }` — avoids fetching full list response for one item.\n\n**Frontend API client:** Add `fetchRandomTechnique()` to `frontend/src/api/public-client.ts`.\n\n**Frontend button:** Add a \"Random Technique\" button to `Home.tsx`, near the hero section or below nav-cards. On click: fetch random slug → `navigate(`/techniques/${slug}`)`. Button needs a dice/shuffle icon and loading state.\n\n**Note:** Home.tsx already fetches a random technique for the \"Featured Technique\" section (line 29-37: `fetchTechniques({ sort: \"random\", limit: 1 })`). The Random button should use a separate fetch to avoid navigating to the already-displayed featured technique.\n\n### CSS Custom Properties Available\n\nThe theme system (`App.css` lines 1-60) provides all needed tokens:\n- `--color-accent: #22d3ee` (cyan) — for glow\n- `--color-accent-subtle: rgba(34, 211, 238, 0.1)` — for subtle glow rings\n- `--color-shadow: rgba(0, 0, 0, 0.2)` — existing shadow base\n- `--color-bg-surface: #1a1a24` — card backgrounds\n\n### Animation Performance Constraint\n\nPer KNOWLEDGE.md and M011-CONTEXT.md: CSS animations must use GPU-composited properties only (`transform`, `opacity`). Box-shadow transitions are technically not GPU-composited but are acceptable at this scale (static elements, not scrolling). Avoid animating `width`, `height`, `padding`, `margin`.\n\n## Key Files\n\n| File | Role | Changes |\n|---|---|---|\n| `frontend/src/App.css` | All styles | Add hover scale, stagger keyframes, featured glow, random button styles |\n| `frontend/src/pages/Home.tsx` | Homepage | Add random technique button, stagger indices on recent cards |\n| `frontend/src/pages/TopicsBrowse.tsx` | Topics grid | Add stagger indices to topic cards |\n| `frontend/src/pages/CreatorDetail.tsx` | Creator page | Add stagger indices to technique cards |\n| `frontend/src/pages/SubTopicPage.tsx` | Subtopic page | Add stagger indices to technique cards |\n| `frontend/src/pages/SearchResults.tsx` | Search results | Add stagger indices to result cards |\n| `frontend/src/api/public-client.ts` | API client | Add `fetchRandomTechnique()` |\n| `backend/routers/techniques.py` | API | Add `GET /techniques/random` endpoint |\n\n## Task Seams\n\nNatural decomposition:\n\n1. **Card hover animations** (CSS-only) — Add `transform: scale(1.02)` and enhanced shadow to all card hover states. Pure CSS, no JSX changes. Can verify visually.\n\n2. **Staggered entrance animations** (CSS + JSX) — Define `@keyframes cardEnter` and `.card-stagger` class. Add `style={{ '--stagger-index': i }}` to card `.map()` loops across 5 pages. Slightly more work due to touching multiple files.\n\n3. **Featured technique glow** (CSS-only) — Redesign `.home-featured` with gradient border and box-shadow glow. Pure CSS.\n\n4. **Random technique button** (backend + frontend) — Add endpoint, API client function, button in Home.tsx with navigation. Riskiest piece (backend change), should be built first or second to validate the API works.\n\n## Verification Strategy\n\n- `cd frontend && npx tsc --noEmit` — TypeScript compiles\n- `cd frontend && npm run build` — Vite build succeeds\n- Visual verification in browser at `http://ub01:8096`:\n  - Hover any card → see scale + shadow transition\n  - Load any listing page → cards stagger in\n  - Homepage featured technique → visible glow/gradient\n  - Click Random Technique → navigates to a technique page\n  - Click Random Technique again → navigates to a different page (probabilistic)\n\n---\n\n### Decisions\nSource: `.gsd/DECISIONS.md`\n\n# Decisions (compact)\nFields: id | when | scope | decision | choice | rationale | revisable | made_by\n\nD021 | M011 | scope | Which UI/UX assessment findings to implement in M011 | 12 of 16 findings approved; F01 (beginner paths), F02 (YouTube links), F03 (hide admin), F15 (CTA label) denied | User triaged each finding individually. Denied F01 because audience knows what they want. Denied F02 because no video URLs / don't want to link out. Denied F03 because admin dropdown is fine as-is. Denied F15 as low-value. | Yes | human\n\n---\n\n### Requirements\nSource: `.gsd/REQUIREMENTS.md`\n\n# Requirements\n\n## R001 — Whisper Transcription Pipeline\n**Status:** validated\n**Description:** Desktop Python script that accepts video files (MP4/MKV), extracts audio via ffmpeg, runs Whisper large-v3 on RTX 4090, and outputs timestamped transcript JSON with segment-level timestamps and word-level timing. Must be resumable.\n**Validation:** Script processes a sample video and produces valid JSON with timestamped segments.\n**Primary Owner:** M001/S01\n\n## R002 — Transcript Ingestion API\n**Status:** validated\n**Description:** FastAPI endpoint that accepts transcript JSON uploads, creates/updates Creator and Source Video records, and stores transcript data in PostgreSQL. Handles new creator detection from folder names.\n**Validation:** POST transcript JSON → 200 OK, records created in DB, file stored on filesystem.\n**Primary Owner:** M001/S02\n\n## R003 — LLM-Powered Extraction Pipeline (Stages 2-5)\n**Status:** validated\n**Description:** Background worker pipeline: transcript segmentation → key moment extraction → classification/tagging → technique page synthesis. Uses OpenAI-compatible API with primary (DGX Sparks Qwen) and fallback (local Ollama) endpoints. Pipeline must be resumable per-video per-stage.\n**Validation:** End-to-end: transcript JSON in → technique pages with key moments, tags, and cross-references out.\n**Primary Owner:** M001/S03\n\n## R004 — Review Queue UI\n**Status:** validated\n**Description:** Admin interface for reviewing extracted key moments: approve, edit+approve, split, merge, reject. Organized by source video for contextual review. Includes mode toggle (review vs auto-publish).\n**Validation:** Admin can review, edit, and approve/reject moments; mode toggle controls whether new moments require review.\n**Primary Owner:** M001/S04\n\n## R005 — Search-First Web UI\n**Status:** validated\n**Description:** Landing page with prominent search bar, live typeahead (results after 2-3 chars), scope toggle (All/Topics/Creators), and two navigation cards (Topics, Creators). Recently added section. Search powered by Qdrant semantic search with keyword fallback.\n**Validation:** User types query → results appear within 500ms, grouped by type, with clickable navigation.\n**Primary Owner:** M001/S05\n\n## R006 — Technique Page Display\n**Status:** validated\n**Description:** Core content unit: header (tags, title, creator, meta), study guide prose (organized by sub-aspects with signal chain blocks and quotes), key moments index (timestamped list), related techniques, plugins referenced. Amber banner for livestream-sourced content.\n**Validation:** Technique page renders with all sections populated from synthesized data.\n**Primary Owner:** M001/S05\n\n## R007 — Creators Browse Page\n**Status:** validated\n**Description:** Filterable creator list with genre filter pills, type-to-narrow, sort options (randomized default, alphabetical, view count). Each row: name, genre tags, technique count, video count, view count. Links to creator detail page.\n**Validation:** Page loads with randomized order, genre filtering works, clicking row navigates to creator detail.\n**Primary Owner:** M001/S05\n\n## R008 — Topics Browse Page\n**Status:** validated\n**Description:** Two-level topic hierarchy (7 top-level categories → sub-topics). Filter input, genre filter pills. Each sub-topic shows technique count and creator count. Clicking sub-topic loads a dedicated page with creator-grouped techniques and breadcrumbs.\n**Validation:** Hierarchy renders, filtering works, sub-topics have dedicated pages at /topics/:category/:subtopic with backend filtering and creator grouping. Verified: M010/S01.\n**Primary Owner:** M001/S05\n\n## R009 — Qdrant Vector Search Integration\n**Status:** validated\n**Description:** Embed key moment summaries, technique page content, and transcript segments in Qdrant using configurable embedding model (nomic-embed-text default). Power semantic search with metadata filtering.\n**Validation:** Semantic search returns relevant results for natural language queries; embeddings update when content changes.\n**Primary Owner:** M001/S03\n\n## R010 — Docker Compose Deployment\n**Status:** validated\n**Description:** Single docker-compose.yml packaging API, web UI, PostgreSQL, and worker services. Follows XPLTD conventions: bind mounts at /vmPool/r/services/, compose at /vmPool/r/compose/chrysopedia/, xpltd_chrysopedia project name, dedicated Docker network.\n**Validation:** `docker compose up -d` brings up all services; data persists across restarts.\n**Primary Owner:** M001/S01\n\n## R011 — Canonical Tag System\n**Status:** validated\n**Description:** Editable canonical tag list (config file) with aliases. Pipeline references tags during classification. New tags can be proposed by LLM and queued for admin approval or auto-added within existing categories.\n**Validation:** Tag list is editable; pipeline uses canonical tags consistently; alias normalization works.\n**Primary Owner:** M001/S03\n\n## R012 — Incremental Content Addition\n**Status:** validated\n**Description:** System handles ongoing content: new videos processed through pipeline, new creators auto-detected, existing technique pages updated when new moments are added for same creator+topic.\n**Validation:** Adding a new video for an existing creator updates their technique pages; new creator folder creates new Creator record.\n**Primary Owner:** M001/S03\n\n## R013 — Prompt Template System\n**Status:** validated\n**Description:** Extraction prompts (stages 2-5) stored as editable configuration files, not hardcoded. Admin can edit prompts and re-run extraction on specific or all videos for calibration.\n**Validation:** Prompt files are editable; re-processing a video with updated prompts produces different output.\n**Primary Owner:** M001/S03\n\n## R014 — Creator Equity\n**Status:** validated\n**Description:** No creator is privileged in the UI. Default sort on Creators page is randomized on every page load. All creators get equal visual weight.\n**Validation:** Refreshing Creators page shows different order each time; no creator gets larger/bolder display.\n**Primary Owner:** M001/S05\n\n## R015 — 30-Second Retrieval Target\n**Status:** active\n**Description:** A producer mid-session can find a specific technique in under 30 seconds from Alt+Tab to reading the key insight.\n**Validation:** Timed test: Alt+Tab → search → read technique → under 30 seconds.\n**Primary Owner:** M001/S05\n\n## R016 — Card Hover Animations & Staggered Entrance\n**Status:** active\n**Description:** All technique/content cards animate on hover (scale + shadow transition). Card grids use staggered fade-in-up entrance animations on page load.\n**Validation:** Cards visually respond to hover with smooth 200ms transition. Grid cards appear sequentially on page load.\n**Primary Owner:** M011/S01\n\n## R017 — Featured Technique Visual Redesign\n**Status:** active\n**Description:** Featured Technique section on homepage has a visually distinct treatment (gradient border, glow, or full-bleed) that differentiates it from ordinary cards.\n**Validation:** Featured technique is visually prominent and clearly distinct from regular technique cards.\n**Primary Owner:** M011/S01\n\n## R018 — Random Technique Discovery\n**Status:** active\n**Description:** A \"Random Technique\" button exists that navigates to a randomly selected technique page.\n**Validation:** Clicking the button loads a different technique each time.\n**Primary Owner:** M011/S01\n\n## R019 — Topics Page Default-Collapsed\n**Status:** active\n**Description:** Topics page loads with all categories collapsed, showing only category cards. Clicking a category expands its sub-topics with a smooth slide animation.\n**Validation:** Page loads collapsed. Click expands with animation. Click again collapses.\n**Primary Owner:** M011/S02\n\n## R020 — Global Search in Navigation\n**Status:** active\n**Description:** A compact search input in the navigation bar is available on all pages except the homepage. Cmd+K (or /) keyboard shortcut focuses it from any page.\n**Validation:** Search bar visible in nav on Topics, Creators, Technique, About pages. Cmd+K focuses it.\n**Primary Owner:** M011/S03\n\n## R021 — Mobile Hamburger Menu\n**Status:** active\n**Description:** Navigation uses a hamburger menu on viewports below 768px with generous touch targets (44×44px minimum).\n**Validation:** Mobile viewport shows hamburger icon. Tapping reveals nav items. Touch targets meet minimum size.\n**Primary Owner:** M011/S03\n\n## R022 — Heading Hierarchy Fix\n**Status:** active\n**Description:** Every page has exactly one H1 element. Heading levels are sequential (no skips from H1 to H3).\n**Validation:** DOM inspection confirms single H1 per page and sequential heading levels.\n**Primary Owner:** M011/S04\n\n## R023 — Skip-to-Content Link\n**Status:** active\n**Description:** A visually hidden skip link is the first focusable element on every page, visible on keyboard focus.\n**Validation:** Tab from page load shows \"Skip to content\" link. Clicking it jumps to main content area.\n**Primary Owner:** M011/S04\n\n## R024 — Text Contrast AA Compliance\n**Status:** active\n**Description:** All text meets WCAG AA contrast ratios (4.5:1 for normal text, 3:1 for large text) against the dark background.\n**Validation:** Secondary text color passes 4.5:1 contrast check against page background.\n**Primary Owner:** M011/S04\n\n## R025 — Page-Specific Document Titles\n**Status:** active\n**Description:** Each route sets a descriptive document title (e.g., \"Bass — Sound Design — Chrysopedia\", \"COPYCATT — Chrysopedia\").\n**Validation:** Browser tab shows distinct title per page. Navigating between pages updates the title.\n**Primary Owner:** M011/S04\n\n## R026 — Creator Stats Topic-Colored Pills\n**Status:** active\n**Description:** Creator detail page stats line rendered as topic-colored pill badges instead of run-on text.\n**Validation:** Stats show as visually distinct colored pills grouped by topic category.\n**Primary Owner:** M011/S02\n\n## R027 — Tag Overflow Limit on Cards\n**Status:** active\n**Description:** Technique cards show a maximum of 4 tags, with a \"+N more\" indicator for additional tags.\n**Validation:** Cards with >4 tags show exactly 4 plus a \"+N more\" badge.\n**Primary Owner:** M011/S02\n\n## R028 — Empty Subtopic Handling\n**Status:** active\n**Description:** Sub-topics with 0 techniques either hidden by default or display a \"Coming soon\" badge.\n**Validation:** Empty subtopics are visually distinguished or hidden. No dead-end clicks.\n**Primary Owner:** M011/S02\n\n## Denied / Out of Scope\n\n## R029 — Beginner Learning Paths\n**Status:** out-of-scope\n**Description:** Curated beginner learning paths with skill-level tags and \"New to Production?\" section.\n**Validation:** n/a\n**Notes:** Denied — audience knows what they're looking for. Assessment F01.\n\n## R030 — YouTube Deep Links on Key Moments\n**Status:** out-of-scope\n**Description:** Key moment timestamps link to source YouTube videos at the correct time.\n**Validation:** n/a\n**Notes:** Denied — no video URLs in data model / don't want to link out. Assessment F02.\n\n## R031 — Hide Admin Dropdown\n**Status:** out-of-scope\n**Description:** Admin dropdown hidden from public visitors behind auth or flag.\n**Validation:** n/a\n**Notes:** Denied — fine as-is. Assessment F03.\n\n## R032 — CTA Label Changes\n**Status:** out-of-scope\n**Description:** Change \"Start Exploring\" to more descriptive CTA text.\n**Validation:** n/a\n**Notes:** Denied — skipped. Assessment F15.\n\n---\n\n[...truncated 3 sections]\n\n### Dependency Slice Summaries\n\nPay particular attention to **Forward Intelligence** sections — they contain hard-won knowledge about what's fragile, what assumptions changed, and what this slice should watch out for.\n\n- (no dependencies)\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- **Milestone Context**: `.gsd/milestones/M011/M011-CONTEXT.md`\n- **Roadmap**: `.gsd/milestones/M011/M011-ROADMAP.md`\n- **Slice Research**: `.gsd/milestones/M011/slices/S01/S01-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":"1aae419e","parentId":"e6335c33","timestamp":"2026-03-31T08:16:06.498Z"}
{"type":"message","id":"ac32e85a","parentId":"1aae419e","timestamp":"2026-03-31T08:16:13.751Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"Let me explore the codebase to ground the plan in reality before decomposing tasks.","thinkingSignature":"Eo4CClkIDBgCKkATtBW16aSum2KnSy7uWOzlYS/4UxsX5xXTs4ytHgFcM4s0wQdjtuw5Gkhholzm5+fwWb0MTHILFKYwQzGr38c6Mg9jbGF1ZGUtb3B1cy00LTY4ABIMqboCHUrFkfN9DtfvGgyb7FxEHDeKwTUy3GoiMHA76jWKQ4wVd3OE450f9FDHU7VaS1MlPIfr2na7FO3u6ohT25sR/jTb6hIioHgJASpj1LR7+xqkaGD58tHPPsQzJtn+42ZW0wV967qthIoDnZ4FJePVgqNHhbS6GsOiaNpciGzjHVH21vJC+7GnzivofWZ3JBcQ1GYl4h0lsivWNDKE4HoJjML9taE1AsiM2xGO5VwKGAE="},{"type":"text","text":"Let me explore the relevant frontend code to verify the research findings before planning."},{"type":"toolCall","id":"toolu_015hhBWw6aXuP9bHqFdorF8w","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && find frontend/src -name \"*.tsx\" -o -name \"*.ts\" | head -30"}},{"type":"toolCall","id":"toolu_01AGaZRTf7KHEM25DsDeDmUA","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && rg \"\\.nav-card|\\.recent-card|\\.creator-technique-card|\\.subtopic-technique-card|\\.search-result-card|\\.topic-card\" frontend/src/App.css | head -30"}},{"type":"toolCall","id":"toolu_014TNeiBNQyFhKikm8zxQCy1","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && rg \"home-featured\" frontend/src/App.css | head -10"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":2,"output":312,"cacheRead":58940,"cacheWrite":7961,"totalTokens":67215,"cost":{"input":0.00001,"output":0.0078000000000000005,"cacheRead":0.02947,"cacheWrite":0.04975625,"total":0.08703625000000001}},"stopReason":"toolUse","timestamp":1774944966496}}
{"type":"message","id":"fe7bf385","parentId":"ac32e85a","timestamp":"2026-03-31T08:16:13.781Z","message":{"role":"toolResult","toolCallId":"toolu_015hhBWw6aXuP9bHqFdorF8w","toolName":"bash","content":[{"type":"text","text":"frontend/src/pages/AdminPipeline.tsx\nfrontend/src/pages/CreatorDetail.tsx\nfrontend/src/pages/CreatorsBrowse.tsx\nfrontend/src/pages/AdminReports.tsx\nfrontend/src/pages/Home.tsx\nfrontend/src/pages/TechniquePage.tsx\nfrontend/src/pages/TopicsBrowse.tsx\nfrontend/src/pages/About.tsx\nfrontend/src/pages/SubTopicPage.tsx\nfrontend/src/pages/SearchResults.tsx\nfrontend/src/vite-env.d.ts\nfrontend/src/utils/catSlug.ts\nfrontend/src/App.tsx\nfrontend/src/api/public-client.ts\nfrontend/src/components/CategoryIcons.tsx\nfrontend/src/components/SearchAutocomplete.tsx\nfrontend/src/components/CreatorAvatar.tsx\nfrontend/src/components/AppFooter.tsx\nfrontend/src/components/CopyLinkButton.tsx\nfrontend/src/components/AdminDropdown.tsx\nfrontend/src/components/ReportIssueModal.tsx\nfrontend/src/main.tsx\n"}],"isError":false,"timestamp":1774944973781}}
{"type":"message","id":"7b119852","parentId":"fe7bf385","timestamp":"2026-03-31T08:16:13.781Z","message":{"role":"toolResult","toolCallId":"toolu_01AGaZRTf7KHEM25DsDeDmUA","toolName":"bash","content":[{"type":"text","text":".nav-cards {\n.nav-card {\n.nav-card:hover {\n.nav-card__title {\n.nav-card__desc {\n.recent-card {\n.recent-card:hover {\n.recent-card__title {\n.recent-card__meta {\n.recent-card__summary {\n.recent-card__moments {\n.search-result-card {\n.search-result-card:hover {\n.search-result-card__header {\n.search-result-card__title {\n.search-result-card__summary {\n.search-result-card__meta {\n.search-result-card__tags {\n.creator-technique-card {\n.creator-technique-card:hover {\n.creator-technique-card__title {\n.creator-technique-card__meta {\n.creator-technique-card__tags {\n.creator-technique-card__summary {\n.topic-card {\n.topic-card__body {\n.topic-card__name {\n.topic-card__glyph {\n.topic-card__desc {\n.topic-card__stats {\n"}],"isError":false,"timestamp":1774944973781}}
{"type":"message","id":"9371f331","parentId":"7b119852","timestamp":"2026-03-31T08:16:13.785Z","message":{"role":"toolResult","toolCallId":"toolu_014TNeiBNQyFhKikm8zxQCy1","toolName":"bash","content":[{"type":"text","text":".home-featured {\n.home-featured__label {\n.home-featured__title {\n.home-featured__title:hover {\n.home-featured__summary {\n.home-featured__meta {\n.home-featured__moments {\n.home-featured__creator {\n.home-featured__creator:hover {\n  .home-featured {\n"}],"isError":false,"timestamp":1774944973783}}
{"type":"message","id":"caf2b576","parentId":"9371f331","timestamp":"2026-03-31T08:16:18.595Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"toolu_01VvKW1rhA8YPLX4j9Xd3mXV","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && rg -n \"hover\" frontend/src/App.css | grep -E \"nav-card|recent-card|creator-technique|subtopic-technique|search-result|topic-card\" "}},{"type":"toolCall","id":"toolu_015uMCwrk2nW7TKk7KX8EyKq","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && rg -n \"subtopic-technique\" frontend/src/App.css | head -10"}},{"type":"toolCall","id":"toolu_016EDrzzW7dgvhzcdXg4Y52X","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && rg -n \"topic-card:hover|topic-card {\" frontend/src/App.css"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":258,"cacheRead":66901,"cacheWrite":964,"totalTokens":68124,"cost":{"input":0.000005,"output":0.00645,"cacheRead":0.0334505,"cacheWrite":0.006025,"total":0.045930500000000006}},"stopReason":"toolUse","timestamp":1774944973783}}
{"type":"message","id":"981c7adc","parentId":"caf2b576","timestamp":"2026-03-31T08:16:18.621Z","message":{"role":"toolResult","toolCallId":"toolu_01VvKW1rhA8YPLX4j9Xd3mXV","toolName":"bash","content":[{"type":"text","text":"1209:.nav-card:hover {\n1329:.recent-card:hover {\n1398:.search-result-card:hover {\n2150:.creator-technique-card:hover {\n2298:.topic-card__toggle:hover {\n2465:.subtopic-technique-card:hover {\n"}],"isError":false,"timestamp":1774944978620}}
{"type":"message","id":"f084f62f","parentId":"981c7adc","timestamp":"2026-03-31T08:16:18.622Z","message":{"role":"toolResult","toolCallId":"toolu_015uMCwrk2nW7TKk7KX8EyKq","toolName":"bash","content":[{"type":"text","text":"2452:.subtopic-technique-card {\n2465:.subtopic-technique-card:hover {\n2470:.subtopic-technique-card__title {\n2475:.subtopic-technique-card__tags {\n2481:.subtopic-technique-card__summary {\n"}],"isError":false,"timestamp":1774944978621}}
{"type":"message","id":"83dea764","parentId":"f084f62f","timestamp":"2026-03-31T08:16:18.628Z","message":{"role":"toolResult","toolCallId":"toolu_016EDrzzW7dgvhzcdXg4Y52X","toolName":"bash","content":[{"type":"text","text":"rg: regex parse error:\n    (?:topic-card:hover|topic-card {)\n                                    ^\nerror: repetition quantifier expects a valid decimal\n\n\nCommand exited with code 2"}],"details":{},"isError":true,"timestamp":1774944978626}}
{"type":"message","id":"a009aa7a","parentId":"83dea764","timestamp":"2026-03-31T08:16:23.259Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"toolu_015ULggnrHJFkDz3Kkw7woJR","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && rg -n \"\\.topic-card\" frontend/src/App.css | head -15"}},{"type":"toolCall","id":"toolu_01AKVVPGqonXRuZS57aQVZSR","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && rg -n \"random|Random\" backend/routers/techniques.py | head -10"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":161,"cacheRead":67865,"cacheWrite":522,"totalTokens":68549,"cost":{"input":0.000005,"output":0.004025,"cacheRead":0.0339325,"cacheWrite":0.0032625,"total":0.041225}},"stopReason":"toolUse","timestamp":1774944978626}}
{"type":"message","id":"4b5a240c","parentId":"a009aa7a","timestamp":"2026-03-31T08:16:23.277Z","message":{"role":"toolResult","toolCallId":"toolu_015ULggnrHJFkDz3Kkw7woJR","toolName":"bash","content":[{"type":"text","text":"2227:.topic-card {\n2238:.topic-card__body {\n2245:.topic-card__name {\n2255:.topic-card__glyph {\n2261:.topic-card__desc {\n2268:.topic-card__stats {\n2278:.topic-card__stats-sep {\n2282:.topic-card__toggle {\n2298:.topic-card__toggle:hover {\n2560:  .topic-card__desc {\n"}],"isError":false,"timestamp":1774944983277}}
{"type":"message","id":"d8dd2161","parentId":"4b5a240c","timestamp":"2026-03-31T08:16:23.283Z","message":{"role":"toolResult","toolCallId":"toolu_01AKVVPGqonXRuZS57aQVZSR","toolName":"bash","content":[{"type":"text","text":"158:    if sort == \"random\":\n159:        stmt = stmt.order_by(func.random())\n"}],"isError":false,"timestamp":1774944983281}}
{"type":"message","id":"ba2c41de","parentId":"d8dd2161","timestamp":"2026-03-31T08:16:28.222Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"toolu_013mQnCP6UcCvNV7HnMdtLAT","name":"read","arguments":{"limit":25,"offset":1200,"path":"frontend/src/App.css"}},{"type":"toolCall","id":"toolu_01E5RM9cN5oqpEu649UrJ2J3","name":"read","arguments":{"limit":25,"offset":1320,"path":"frontend/src/App.css"}},{"type":"toolCall","id":"toolu_01V32NqU5hsqExAd1AqbZtoW","name":"read","arguments":{"limit":20,"offset":1390,"path":"frontend/src/App.css"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":242,"cacheRead":68387,"cacheWrite":354,"totalTokens":68984,"cost":{"input":0.000005,"output":0.006050000000000001,"cacheRead":0.0341935,"cacheWrite":0.0022125,"total":0.042461}},"stopReason":"toolUse","timestamp":1774944983282}}
{"type":"message","id":"458dd796","parentId":"ba2c41de","timestamp":"2026-03-31T08:16:28.226Z","message":{"role":"toolResult","toolCallId":"toolu_013mQnCP6UcCvNV7HnMdtLAT","toolName":"read","content":[{"type":"text","text":"  background: var(--color-bg-surface);\n  border: 1px solid var(--color-border);\n  border-radius: 0.625rem;\n  text-decoration: none;\n  color: inherit;\n  box-shadow: 0 1px 3px var(--color-shadow);\n  transition: border-color 0.15s, box-shadow 0.15s, transform 0.15s;\n}\n\n.nav-card:hover {\n  border-color: var(--color-accent-hover);\n  box-shadow: 0 4px 12px var(--color-accent-subtle);\n  transform: translateY(-1px);\n}\n\n.nav-card__title {\n  font-size: 1.0625rem;\n  font-weight: 700;\n  margin-bottom: 0.25rem;\n}\n\n.nav-card__desc {\n  font-size: 0.8125rem;\n  color: var(--color-text-secondary);\n  line-height: 1.4;\n\n[2583 more lines in file. Use offset=1225 to continue.]"}],"isError":false,"timestamp":1774944988226}}
{"type":"message","id":"4226d452","parentId":"458dd796","timestamp":"2026-03-31T08:16:28.228Z","message":{"role":"toolResult","toolCallId":"toolu_01E5RM9cN5oqpEu649UrJ2J3","toolName":"read","content":[{"type":"text","text":"  padding: 0.875rem 1rem;\n  background: var(--color-bg-surface);\n  border: 1px solid var(--color-border);\n  border-radius: 0.5rem;\n  text-decoration: none;\n  color: inherit;\n  transition: border-color 0.15s, box-shadow 0.15s;\n}\n\n.recent-card:hover {\n  border-color: var(--color-accent-hover);\n  box-shadow: 0 2px 8px var(--color-accent-subtle);\n}\n\n.recent-card__title {\n  font-size: 0.9375rem;\n  font-weight: 600;\n}\n\n.recent-card__meta {\n  display: flex;\n  align-items: center;\n  gap: 0.5rem;\n  flex-wrap: wrap;\n}\n\n[2463 more lines in file. Use offset=1345 to continue.]"}],"isError":false,"timestamp":1774944988228}}
{"type":"message","id":"df8399fc","parentId":"4226d452","timestamp":"2026-03-31T08:16:28.232Z","message":{"role":"toolResult","toolCallId":"toolu_01V32NqU5hsqExAd1AqbZtoW","toolName":"read","content":[{"type":"text","text":"  border: 1px solid var(--color-border);\n  border-radius: 0.5rem;\n  text-decoration: none;\n  color: inherit;\n  box-shadow: 0 1px 3px var(--color-shadow);\n  transition: border-color 0.15s, box-shadow 0.15s;\n}\n\n.search-result-card:hover {\n  border-color: var(--color-accent-hover);\n  box-shadow: 0 2px 8px var(--color-accent-subtle);\n}\n\n.search-result-card__header {\n  display: flex;\n  align-items: center;\n  justify-content: space-between;\n  margin-bottom: 0.25rem;\n}\n\n\n[2398 more lines in file. Use offset=1410 to continue.]"}],"isError":false,"timestamp":1774944988230}}
{"type":"message","id":"88c9901d","parentId":"df8399fc","timestamp":"2026-03-31T08:16:32.210Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"toolu_01QWPskR9pZXaYDpfzF6HgVS","name":"read","arguments":{"limit":25,"offset":2140,"path":"frontend/src/App.css"}},{"type":"toolCall","id":"toolu_01ELt5KZdAYQCEiJFzp1qZWN","name":"read","arguments":{"limit":25,"offset":2220,"path":"frontend/src/App.css"}},{"type":"toolCall","id":"toolu_01G9Ucwi6PHJA3WWMJJv42HC","name":"read","arguments":{"limit":25,"offset":2450,"path":"frontend/src/App.css"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":242,"cacheRead":68741,"cacheWrite":1028,"totalTokens":70012,"cost":{"input":0.000005,"output":0.006050000000000001,"cacheRead":0.0343705,"cacheWrite":0.006425,"total":0.046850499999999996}},"stopReason":"toolUse","timestamp":1774944988231}}
{"type":"message","id":"7635a7bd","parentId":"88c9901d","timestamp":"2026-03-31T08:16:32.214Z","message":{"role":"toolResult","toolCallId":"toolu_01QWPskR9pZXaYDpfzF6HgVS","toolName":"read","content":[{"type":"text","text":"  padding: 0.875rem 1rem;\n  background: var(--color-bg-surface);\n  border: 1px solid var(--color-border);\n  border-radius: 0.5rem;\n  text-decoration: none;\n  color: inherit;\n  box-shadow: 0 1px 3px var(--color-shadow);\n  transition: border-color 0.15s, box-shadow 0.15s;\n}\n\n.creator-technique-card:hover {\n  border-color: var(--color-accent-hover);\n  box-shadow: 0 2px 8px var(--color-accent-subtle);\n}\n\n.creator-technique-card__title {\n  font-size: 0.9375rem;\n  font-weight: 600;\n}\n\n.creator-technique-card__meta {\n  display: flex;\n  align-items: center;\n  gap: 0.5rem;\n  flex-wrap: wrap;\n\n[1643 more lines in file. Use offset=2165 to continue.]"}],"isError":false,"timestamp":1774944992213}}
{"type":"message","id":"08e8b283","parentId":"7635a7bd","timestamp":"2026-03-31T08:16:32.215Z","message":{"role":"toolResult","toolCallId":"toolu_01ELt5KZdAYQCEiJFzp1qZWN","toolName":"read","content":[{"type":"text","text":"\n.topics-grid {\n  display: grid;\n  grid-template-columns: repeat(2, 1fr);\n  gap: 1rem;\n}\n\n.topic-card {\n  background: var(--color-bg-surface);\n  border: 1px solid var(--color-border);\n  border-left: 3px solid var(--color-border);\n  border-radius: 0.5rem;\n  overflow: hidden;\n  box-shadow: 0 1px 3px var(--color-shadow);\n  display: flex;\n  flex-direction: column;\n}\n\n.topic-card__body {\n  padding: 1rem 1.25rem;\n  display: flex;\n  flex-direction: column;\n  gap: 0.375rem;\n}\n\n\n[1563 more lines in file. Use offset=2245 to continue.]"}],"isError":false,"timestamp":1774944992215}}
{"type":"message","id":"fc40a5b2","parentId":"08e8b283","timestamp":"2026-03-31T08:16:32.219Z","message":{"role":"toolResult","toolCallId":"toolu_01G9Ucwi6PHJA3WWMJJv42HC","toolName":"read","content":[{"type":"text","text":"}\n\n.subtopic-technique-card {\n  display: flex;\n  flex-direction: column;\n  gap: 0.25rem;\n  padding: 0.75rem 1rem;\n  background: var(--color-bg-surface);\n  border: 1px solid var(--color-border);\n  border-radius: 0.5rem;\n  text-decoration: none;\n  color: inherit;\n  transition: border-color 0.15s, box-shadow 0.15s;\n}\n\n.subtopic-technique-card:hover {\n  border-color: var(--color-accent);\n  box-shadow: 0 2px 8px rgba(0, 0, 0, 0.06);\n}\n\n.subtopic-technique-card__title {\n  font-weight: 600;\n  color: var(--color-text-primary);\n}\n\n\n[1333 more lines in file. Use offset=2475 to continue.]"}],"isError":false,"timestamp":1774944992217}}
{"type":"message","id":"0578e4dc","parentId":"fc40a5b2","timestamp":"2026-03-31T08:16:36.416Z","message":{"role":"assistant","content":[{"type":"text","text":"Now let me check the home-featured section and the Home.tsx for the random technique area:"},{"type":"toolCall","id":"toolu_01Nc53E6V1fuuDKheT2AQpZG","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && rg -n \"home-featured\" frontend/src/App.css"}},{"type":"toolCall","id":"toolu_01F9WagtztgCys2TWRdF1WBr","name":"read","arguments":{"limit":65,"offset":1231,"path":"frontend/src/App.css"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":180,"cacheRead":69769,"cacheWrite":1024,"totalTokens":70974,"cost":{"input":0.000005,"output":0.0045000000000000005,"cacheRead":0.0348845,"cacheWrite":0.0064,"total":0.045789500000000004}},"stopReason":"toolUse","timestamp":1774944992217}}
{"type":"message","id":"e6eb5a92","parentId":"0578e4dc","timestamp":"2026-03-31T08:16:36.431Z","message":{"role":"toolResult","toolCallId":"toolu_01Nc53E6V1fuuDKheT2AQpZG","toolName":"bash","content":[{"type":"text","text":"1231:.home-featured {\n1242:.home-featured__label {\n1251:.home-featured__title {\n1261:.home-featured__title:hover {\n1265:.home-featured__summary {\n1272:.home-featured__meta {\n1280:.home-featured__moments {\n1286:.home-featured__creator {\n1293:.home-featured__creator:hover {\n2512:  .home-featured {\n"}],"isError":false,"timestamp":1774944996430}}
{"type":"message","id":"cb7ca088","parentId":"e6eb5a92","timestamp":"2026-03-31T08:16:36.434Z","message":{"role":"toolResult","toolCallId":"toolu_01F9WagtztgCys2TWRdF1WBr","toolName":"read","content":[{"type":"text","text":".home-featured {\n  max-width: 42rem;\n  margin: 0 auto 1.5rem;\n  padding: 1.25rem 1.5rem;\n  background: var(--color-bg-surface);\n  border: 1px solid var(--color-border);\n  border-left: 3px solid var(--color-accent);\n  border-radius: 0.5rem;\n  text-align: left;\n}\n\n.home-featured__label {\n  font-size: 0.6875rem;\n  font-weight: 700;\n  text-transform: uppercase;\n  letter-spacing: 0.05em;\n  color: var(--color-accent);\n  margin-bottom: 0.5rem;\n}\n\n.home-featured__title {\n  display: block;\n  font-size: 1.25rem;\n  font-weight: 700;\n  color: var(--color-text);\n  text-decoration: none;\n  margin-bottom: 0.5rem;\n  line-height: 1.3;\n}\n\n.home-featured__title:hover {\n  color: var(--color-accent-hover);\n}\n\n.home-featured__summary {\n  font-size: 0.875rem;\n  color: var(--color-text-secondary);\n  line-height: 1.5;\n  margin-bottom: 0.75rem;\n}\n\n.home-featured__meta {\n  display: flex;\n  align-items: center;\n  gap: 0.5rem;\n  flex-wrap: wrap;\n  margin-bottom: 0.5rem;\n}\n\n.home-featured__moments {\n  font-size: 0.75rem;\n  color: var(--color-text-tertiary);\n  white-space: nowrap;\n}\n\n.home-featured__creator {\n  display: block;\n  font-size: 0.8125rem;\n  color: var(--color-text-secondary);\n  text-decoration: none;\n}\n\n.home-featured__creator:hover {\n  color: var(--color-accent-hover);\n}\n\n[2512 more lines in file. Use offset=1296 to continue.]"}],"isError":false,"timestamp":1774944996430}}
{"type":"message","id":"314c68ae","parentId":"cb7ca088","timestamp":"2026-03-31T08:16:40.538Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"toolu_019ay4vXdDRbFfX4PMhAGARm","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && rg -n \"\\.map\\(|stagger|cardEnter|pageEnter\" frontend/src/App.css | head -10"}},{"type":"toolCall","id":"toolu_01EcEBv6CLSfkfnK9vJnCzWp","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && rg -n \"pageEnter|@keyframes\" frontend/src/App.css | head -10"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":175,"cacheRead":70793,"cacheWrite":882,"totalTokens":71851,"cost":{"input":0.000005,"output":0.004375,"cacheRead":0.0353965,"cacheWrite":0.0055125,"total":0.045288999999999996}},"stopReason":"toolUse","timestamp":1774944996432}}
{"type":"message","id":"4562cefe","parentId":"314c68ae","timestamp":"2026-03-31T08:16:40.555Z","message":{"role":"toolResult","toolCallId":"toolu_019ay4vXdDRbFfX4PMhAGARm","toolName":"bash","content":[{"type":"text","text":"3787:@keyframes pageEnter {\n3805:  animation: pageEnter 250ms ease-out;\n"}],"isError":false,"timestamp":1774945000555}}
{"type":"message","id":"73ee28f1","parentId":"4562cefe","timestamp":"2026-03-31T08:16:40.560Z","message":{"role":"toolResult","toolCallId":"toolu_01EcEBv6CLSfkfnK9vJnCzWp","toolName":"bash","content":[{"type":"text","text":"3621:@keyframes fadeInUp {\n3787:@keyframes pageEnter {\n3805:  animation: pageEnter 250ms ease-out;\n"}],"isError":false,"timestamp":1774945000558}}
{"type":"message","id":"d86fd028","parentId":"73ee28f1","timestamp":"2026-03-31T08:16:43.957Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"toolu_01DYCz19XBzC5y6KcK8mG9Ny","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && rg -n \"\\.map\\(\" frontend/src/pages/Home.tsx | head -10"}},{"type":"toolCall","id":"toolu_01GbNdovpF3XZECdDsp5hQw6","name":"read","arguments":{"limit":60,"offset":1,"path":"frontend/src/pages/Home.tsx"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":166,"cacheRead":71675,"cacheWrite":303,"totalTokens":72145,"cost":{"input":0.000005,"output":0.00415,"cacheRead":0.0358375,"cacheWrite":0.00189375,"total":0.04188625}},"stopReason":"toolUse","timestamp":1774945000559}}
{"type":"message","id":"5651e373","parentId":"d86fd028","timestamp":"2026-03-31T08:16:43.972Z","message":{"role":"toolResult","toolCallId":"toolu_01DYCz19XBzC5y6KcK8mG9Ny","toolName":"bash","content":[{"type":"text","text":"66:          cat.sub_topics.map((st) => ({ name: st.name, count: st.technique_count }))\n129:              {popularTopics.map((topic) => (\n173:            {featured.topic_tags && featured.topic_tags.length > 0 && featured.topic_tags.map(tag => (\n202:              .map((t) => (\n218:                  {t.topic_tags && t.topic_tags.length > 0 && t.topic_tags.map(tag => (\n"}],"isError":false,"timestamp":1774945003971}}
{"type":"message","id":"68f7999f","parentId":"5651e373","timestamp":"2026-03-31T08:16:43.974Z","message":{"role":"toolResult","toolCallId":"toolu_01GbNdovpF3XZECdDsp5hQw6","toolName":"read","content":[{"type":"text","text":"/**\n * Home / landing page.\n *\n * Prominent search bar with 300ms debounced typeahead (top 5 results after 2+ chars),\n * navigation cards for Topics and Creators, and a \"Recently Added\" section.\n */\n\nimport { IconTopics, IconCreators } from \"../components/CategoryIcons\";\nimport SearchAutocomplete from \"../components/SearchAutocomplete\";\nimport { useEffect, useState } from \"react\";\nimport { Link, useNavigate } from \"react-router-dom\";\nimport {\n  fetchTechniques,\n  fetchTopics,\n  type TechniqueListItem,\n} from \"../api/public-client\";\n\nexport default function Home() {\n  const [featured, setFeatured] = useState<TechniqueListItem | null>(null);\n  const [recent, setRecent] = useState<TechniqueListItem[]>([]);\n  const [recentLoading, setRecentLoading] = useState(true);\n  const [popularTopics, setPopularTopics] = useState<{name: string; count: number}[]>([]);\n  const navigate = useNavigate();\n\n  // Load featured technique (random)\n  useEffect(() => {\n    let cancelled = false;\n    void (async () => {\n      try {\n        const res = await fetchTechniques({ sort: \"random\", limit: 1 });\n        if (!cancelled && res.items.length > 0) setFeatured(res.items[0] ?? null);\n      } catch {\n        // silently ignore — optional section\n      }\n    })();\n    return () => {\n      cancelled = true;\n    };\n  }, []);\n\n  // Load recently added techniques\n  useEffect(() => {\n    let cancelled = false;\n    void (async () => {\n      try {\n        const res = await fetchTechniques({ sort: \"recent\", limit: 6 });\n        if (!cancelled) setRecent(res.items);\n      } catch {\n        // silently ignore — not critical\n      } finally {\n        if (!cancelled) setRecentLoading(false);\n      }\n    })();\n    return () => {\n      cancelled = true;\n    };\n  }, []);\n\n  // Load popular topics\n  useEffect(() => {\n\n[182 more lines in file. Use offset=61 to continue.]"}],"isError":false,"timestamp":1774945003971}}
{"type":"message","id":"73d8a002","parentId":"68f7999f","timestamp":"2026-03-31T08:16:47.455Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"toolu_01RxbfQFxY4jWzbNBviN7UGF","name":"read","arguments":{"limit":60,"offset":85,"path":"frontend/src/pages/Home.tsx"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":93,"cacheRead":71978,"cacheWrite":914,"totalTokens":72986,"cost":{"input":0.000005,"output":0.0023250000000000002,"cacheRead":0.035989,"cacheWrite":0.0057125000000000006,"total":0.0440315}},"stopReason":"toolUse","timestamp":1774945003972}}
{"type":"message","id":"c50491a2","parentId":"73d8a002","timestamp":"2026-03-31T08:16:47.459Z","message":{"role":"toolResult","toolCallId":"toolu_01RxbfQFxY4jWzbNBviN7UGF","toolName":"read","content":[{"type":"text","text":"          Search techniques, key moments, and creators\n        </p>\n\n        <SearchAutocomplete\n          heroSize\n          autoFocus\n          onSearch={(q) => navigate(`/search?q=${encodeURIComponent(q)}`)}\n        />\n\n        <p className=\"home-hero__value-prop\">\n          Real music production techniques extracted from creator tutorials.\n          Skip the 4-hour videos — find the insight you need in seconds.\n        </p>\n\n        <div className=\"home-how-it-works\">\n          <div className=\"home-how-it-works__step\">\n            <span className=\"home-how-it-works__number\">1</span>\n            <h3 className=\"home-how-it-works__title\">Creators Share Techniques</h3>\n            <p className=\"home-how-it-works__desc\">\n              Real producers and sound designers publish in-depth tutorials\n            </p>\n          </div>\n          <div className=\"home-how-it-works__step\">\n            <span className=\"home-how-it-works__number\">2</span>\n            <h3 className=\"home-how-it-works__title\">AI Extracts Key Moments</h3>\n            <p className=\"home-how-it-works__desc\">\n              We distill hours of video into structured, searchable knowledge\n            </p>\n          </div>\n          <div className=\"home-how-it-works__step\">\n            <span className=\"home-how-it-works__number\">3</span>\n            <h3 className=\"home-how-it-works__title\">You Find Answers Fast</h3>\n            <p className=\"home-how-it-works__desc\">\n              Search by topic, technique, or creator — get straight to the insight\n            </p>\n          </div>\n        </div>\n\n        <Link to=\"/topics\" className=\"btn home-cta\">Start Exploring</Link>\n\n        {popularTopics.length > 0 && (\n          <section className=\"home-popular-topics\">\n            <h2 className=\"home-popular-topics__title\">Popular Topics</h2>\n            <div className=\"home-popular-topics__list\">\n              {popularTopics.map((topic) => (\n                <Link\n                  key={topic.name}\n                  to={`/search?q=${encodeURIComponent(topic.name)}&scope=topics`}\n                  className=\"pill pill--topic-quick\"\n                >\n                  {topic.name}\n                </Link>\n              ))}\n            </div>\n          </section>\n        )}\n      </section>\n\n      {/* Navigation cards */}\n      <section className=\"nav-cards\">\n\n[98 more lines in file. Use offset=145 to continue.]"}],"isError":false,"timestamp":1774945007457}}
{"type":"message","id":"ba68c5a9","parentId":"c50491a2","timestamp":"2026-03-31T08:16:50.596Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"toolu_01Le1XsYy26tuCxsMv6Vteyo","name":"read","arguments":{"limit":100,"offset":145,"path":"frontend/src/pages/Home.tsx"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":93,"cacheRead":72892,"cacheWrite":763,"totalTokens":73749,"cost":{"input":0.000005,"output":0.0023250000000000002,"cacheRead":0.036446,"cacheWrite":0.00476875,"total":0.04354475}},"stopReason":"toolUse","timestamp":1774945007458}}
{"type":"message","id":"55d416a4","parentId":"ba68c5a9","timestamp":"2026-03-31T08:16:50.600Z","message":{"role":"toolResult","toolCallId":"toolu_01Le1XsYy26tuCxsMv6Vteyo","toolName":"read","content":[{"type":"text","text":"        <Link to=\"/topics\" className=\"nav-card\">\n          <h3 className=\"nav-card__title\"><IconTopics /> Topics</h3>\n          <p className=\"nav-card__desc\">\n            Browse techniques organized by category and sub-topic\n          </p>\n        </Link>\n        <Link to=\"/creators\" className=\"nav-card\">\n          <h3 className=\"nav-card__title\"><IconCreators /> Creators</h3>\n          <p className=\"nav-card__desc\">\n            Discover creators and their technique libraries\n          </p>\n        </Link>\n      </section>\n\n      {/* Featured Technique Spotlight */}\n      {featured && (\n        <section className=\"home-featured\">\n          <h3 className=\"home-featured__label\">Featured Technique</h3>\n          <Link to={`/techniques/${featured.slug}`} className=\"home-featured__title\">\n            {featured.title}\n          </Link>\n          {featured.summary && (\n            <p className=\"home-featured__summary\">{featured.summary}</p>\n          )}\n          <div className=\"home-featured__meta\">\n            {featured.topic_category && (\n              <span className=\"badge badge--category\">{featured.topic_category}</span>\n            )}\n            {featured.topic_tags && featured.topic_tags.length > 0 && featured.topic_tags.map(tag => (\n              <span key={tag} className=\"pill pill--tag\">{tag}</span>\n            ))}\n            {featured.key_moment_count > 0 && (\n              <span className=\"home-featured__moments\">\n                {featured.key_moment_count} moment{featured.key_moment_count !== 1 ? \"s\" : \"\"}\n              </span>\n            )}\n          </div>\n          {featured.creator_name && (\n            <Link to={`/creators/${featured.creator_slug}`} className=\"home-featured__creator\">\n              by {featured.creator_name}\n            </Link>\n          )}\n        </section>\n      )}\n\n      {/* Recently Added */}\n      <section className=\"recent-section\">\n        <h3 className=\"recent-section__title\">Recently Added</h3>\n        {recentLoading ? (\n          <div className=\"loading\">Loading…</div>\n        ) : recent.length === 0 ? (\n          <div className=\"empty-state\">No techniques yet.</div>\n        ) : (\n          <div className=\"recent-list\">\n            {recent\n              .filter((t) => t.id !== featured?.id)\n              .slice(0, 4)\n              .map((t) => (\n              <Link\n                key={t.id}\n                to={`/techniques/${t.slug}`}\n                className=\"recent-card\"\n              >\n                <span className=\"recent-card__header\">\n                  <span className=\"recent-card__title\">{t.title}</span>\n                  {t.creator_name && (\n                    <span className=\"recent-card__creator\">{t.creator_name}</span>\n                  )}\n                </span>\n                <span className=\"recent-card__meta\">\n                  <span className=\"badge badge--category\">\n                    {t.topic_category}\n                  </span>\n                  {t.topic_tags && t.topic_tags.length > 0 && t.topic_tags.map(tag => (\n                    <span key={tag} className=\"pill pill--tag\">{tag}</span>\n                  ))}\n                  {t.summary && (\n                    <span className=\"recent-card__summary\">\n                      {t.summary.length > 150\n                        ? `${t.summary.slice(0, 150)}…`\n                        : t.summary}\n                    </span>\n                  )}\n                  {t.key_moment_count > 0 && (\n                    <span className=\"recent-card__moments\">\n                      {t.key_moment_count} moment{t.key_moment_count !== 1 ? 's' : ''}\n                    </span>\n                  )}\n                </span>\n              </Link>\n            ))}\n          </div>\n        )}\n      </section>\n    </div>\n  );\n}\n"}],"isError":false,"timestamp":1774945010598}}
{"type":"message","id":"44d4513f","parentId":"55d416a4","timestamp":"2026-03-31T08:16:56.377Z","message":{"role":"assistant","content":[{"type":"text","text":"Now let me check the backend endpoint area and the public-client:"},{"type":"toolCall","id":"toolu_01Jo95QYnmhc3xq38rJFttCi","name":"read","arguments":{"limit":20,"offset":145,"path":"backend/routers/techniques.py"}},{"type":"toolCall","id":"toolu_01B3mXT1EBKZAo4PwLR2t8ao","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && rg -n \"fetchTechniques|fetchRandom\" frontend/src/api/public-client.ts | head -10"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":187,"cacheRead":73655,"cacheWrite":1128,"totalTokens":74971,"cost":{"input":0.000005,"output":0.004675,"cacheRead":0.0368275,"cacheWrite":0.007050000000000001,"total":0.0485575}},"stopReason":"toolUse","timestamp":1774945010598}}
{"type":"message","id":"7e8e1a2b","parentId":"44d4513f","timestamp":"2026-03-31T08:16:56.388Z","message":{"role":"toolResult","toolCallId":"toolu_01Jo95QYnmhc3xq38rJFttCi","toolName":"read","content":[{"type":"text","text":"    # Main query with subquery column\n    stmt = select(\n        TechniquePage,\n        key_moment_count_sq.label(\"key_moment_count\"),\n    )\n    if category:\n        stmt = stmt.where(TechniquePage.topic_category == category)\n    if creator_slug:\n        stmt = stmt.join(Creator, TechniquePage.creator_id == Creator.id).where(\n            Creator.slug == creator_slug\n        )\n\n    stmt = stmt.options(selectinload(TechniquePage.creator))\n    if sort == \"random\":\n        stmt = stmt.order_by(func.random())\n    else:\n        stmt = stmt.order_by(TechniquePage.created_at.desc())\n    stmt = stmt.offset(offset).limit(limit)\n    result = await db.execute(stmt)\n    rows = result.all()\n\n[177 more lines in file. Use offset=165 to continue.]"}],"isError":false,"timestamp":1774945016388}}
{"type":"message","id":"a4b23366","parentId":"7e8e1a2b","timestamp":"2026-03-31T08:16:56.395Z","message":{"role":"toolResult","toolCallId":"toolu_01B3mXT1EBKZAo4PwLR2t8ao","toolName":"bash","content":[{"type":"text","text":"240:export async function fetchTechniques(\n"}],"isError":false,"timestamp":1774945016393}}
{"type":"message","id":"60fcbc67","parentId":"a4b23366","timestamp":"2026-03-31T08:16:59.951Z","message":{"role":"assistant","content":[{"type":"text","text":"Now let me read the templates:"},{"type":"toolCall","id":"toolu_012yxfKDPBcuMudy5HEvAVwy","name":"read","arguments":{"path":"~/.gsd/agent/extensions/gsd/templates/plan.md"}},{"type":"toolCall","id":"toolu_01Mz23UF7CJk1LFzHjA6gWnc","name":"read","arguments":{"path":"~/.gsd/agent/extensions/gsd/templates/task-plan.md"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":127,"cacheRead":74783,"cacheWrite":484,"totalTokens":75395,"cost":{"input":0.000005,"output":0.0031750000000000003,"cacheRead":0.0373915,"cacheWrite":0.0030250000000000003,"total":0.0435965}},"stopReason":"toolUse","timestamp":1774945016394}}
{"type":"message","id":"b115923e","parentId":"60fcbc67","timestamp":"2026-03-31T08:16:59.954Z","message":{"role":"toolResult","toolCallId":"toolu_012yxfKDPBcuMudy5HEvAVwy","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":1774945019953}}
{"type":"message","id":"e1bc7c86","parentId":"b115923e","timestamp":"2026-03-31T08:16:59.956Z","message":{"role":"toolResult","toolCallId":"toolu_01Mz23UF7CJk1LFzHjA6gWnc","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":1774945019955}}
{"type":"message","id":"7b188040","parentId":"e1bc7c86","timestamp":"2026-03-31T08:17:21.818Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"Now I have a clear picture. Let me plan the slice.\n\nThe research is thorough and accurate. The slice covers three requirements:\n- R016: Card hover animations + staggered entrance\n- R017: Featured technique glow\n- R018: Random technique button\n\nThe natural decomposition from research makes sense. Let me think about task grouping:\n\n1. **CSS animations (hover + stagger + glow)** — All CSS-only work plus the JSX stagger indices. This is one cohesive task.\n2. **Random technique button** — Backend endpoint + frontend API client + button + navigation.\n\nActually, the research suggests 4 tasks but that feels like over-splitting for what's mostly CSS work. \n\nI'm settling on two tasks: one combining the card animations and featured technique glow since they're all CSS-focused with some JSX stagger indices, and another for the random technique button which involves backend and frontend work.","thinkingSignature":"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"},{"type":"text","text":"Good — the research is solid and matches the codebase. Research confirmed:\n- 6 card classes need hover scale treatment (`.nav-card` already has translateY, others need scale added)\n- No existing card entrance animations — `pageEnter` exists but applies to page containers, not individual cards\n- `.home-featured` is a plain bordered box — needs glow redesign\n- `GET /api/v1/techniques?sort=random&limit=1` exists but no dedicated `/random` endpoint\n- `fetchRandomTechnique()` doesn't exist in public-client.ts yet\n\nTwo natural tasks: (1) all CSS visual polish + JSX stagger indices covering R016+R017, (2) random technique feature covering R018 with backend+frontend. Task 1 is CSS-heavy with minor JSX across multiple pages; Task 2 is a vertical feature slice."},{"type":"toolCall","id":"toolu_01Vc66DiffXm9BBnEqb1WXZu","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && wc -l frontend/src/pages/TopicsBrowse.tsx frontend/src/pages/CreatorDetail.tsx frontend/src/pages/SubTopicPage.tsx frontend/src/pages/SearchResults.tsx"}},{"type":"toolCall","id":"toolu_01AxfusKdEqzBKm8r9xa5E65","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && rg -n \"\\.map\\(\" frontend/src/pages/TopicsBrowse.tsx frontend/src/pages/CreatorDetail.tsx frontend/src/pages/SubTopicPage.tsx frontend/src/pages/SearchResults.tsx | head -20"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":869,"cacheRead":75267,"cacheWrite":2735,"totalTokens":78872,"cost":{"input":0.000005,"output":0.021725,"cacheRead":0.0376335,"cacheWrite":0.01709375,"total":0.07645725}},"stopReason":"toolUse","timestamp":1774945019955}}
{"type":"message","id":"82734780","parentId":"7b188040","timestamp":"2026-03-31T08:17:21.836Z","message":{"role":"toolResult","toolCallId":"toolu_01Vc66DiffXm9BBnEqb1WXZu","toolName":"bash","content":[{"type":"text","text":"  185 frontend/src/pages/TopicsBrowse.tsx\n  178 frontend/src/pages/CreatorDetail.tsx\n  169 frontend/src/pages/SubTopicPage.tsx\n  154 frontend/src/pages/SearchResults.tsx\n  686 total\n"}],"isError":false,"timestamp":1774945041835}}
{"type":"message","id":"4a19b590","parentId":"82734780","timestamp":"2026-03-31T08:17:21.846Z","message":{"role":"toolResult","toolCallId":"toolu_01AxfusKdEqzBKm8r9xa5E65","toolName":"bash","content":[{"type":"text","text":"frontend/src/pages/TopicsBrowse.tsx:38:          setExpanded(new Set(data.map((c) => c.name)));\nfrontend/src/pages/TopicsBrowse.tsx:72:        .map((cat) => {\nfrontend/src/pages/TopicsBrowse.tsx:117:          {filtered.map((cat) => {\nfrontend/src/pages/TopicsBrowse.tsx:155:                    {cat.sub_topics.map((st) => {\nfrontend/src/pages/CreatorDetail.tsx:100:              {creator.genres.map((g) => (\nfrontend/src/pages/CreatorDetail.tsx:120:                  .map(([cat, count], i) => (\nfrontend/src/pages/CreatorDetail.tsx:141:            {techniques.map((t) => (\nfrontend/src/pages/CreatorDetail.tsx:156:                      {t.topic_tags.map((tag) => (\nfrontend/src/pages/SearchResults.tsx:80:            {techniqueResults.map((item) => (\nfrontend/src/pages/SearchResults.tsx:94:            {momentResults.map((item, i) => (\nfrontend/src/pages/SearchResults.tsx:144:            {item.topic_tags.map((tag) => (\nfrontend/src/pages/SubTopicPage.tsx:124:          {groups.map((group) => (\nfrontend/src/pages/SubTopicPage.tsx:139:                {group.techniques.map((t) => (\nfrontend/src/pages/SubTopicPage.tsx:148:                        {t.topic_tags.map((tag) => (\n"}],"isError":false,"timestamp":1774945041844}}
{"type":"message","id":"5a725c5f","parentId":"4a19b590","timestamp":"2026-03-31T08:17:25.740Z","message":{"role":"assistant","content":[{"type":"text","text":"Good. I now have full picture. Let me check the route definition for the backend to know where to add the random endpoint:"},{"type":"toolCall","id":"toolu_016LrDWwgiPKsKCL8Cpyt2tV","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && rg -n \"@router\\.(get|post)\" backend/routers/techniques.py | head -10"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":119,"cacheRead":78002,"cacheWrite":952,"totalTokens":79074,"cost":{"input":0.000005,"output":0.002975,"cacheRead":0.039001,"cacheWrite":0.00595,"total":0.047931}},"stopReason":"toolUse","timestamp":1774945041845}}
{"type":"message","id":"7f82abe5","parentId":"5a725c5f","timestamp":"2026-03-31T08:17:25.755Z","message":{"role":"toolResult","toolCallId":"toolu_016LrDWwgiPKsKCL8Cpyt2tV","toolName":"bash","content":[{"type":"text","text":"113:@router.get(\"\", response_model=PaginatedResponse)\n185:@router.get(\"/{slug}\", response_model=TechniquePageDetail)\n284:@router.get(\"/{slug}/versions\", response_model=TechniquePageVersionListResponse)\n310:@router.get(\"/{slug}/versions/{version_number}\", response_model=TechniquePageVersionDetail)\n"}],"isError":false,"timestamp":1774945045754}}
{"type":"message","id":"fde9e6cc","parentId":"7f82abe5","timestamp":"2026-03-31T08:18:28.247Z","message":{"role":"assistant","content":[{"type":"text","text":"The `/random` endpoint must go before `/{slug}` to avoid slug capturing \"random\" as a path parameter. Line 185 is the slug route, so we add `/random` between lines 113 and 185.\n\nNow I have everything I need to plan. Two tasks:\n\n1. **Card hover, stagger animations & featured glow** (R016 + R017) — CSS changes to all hover states, new `cardEnter` keyframes + `.card-stagger` class, stagger index JSX across 5 pages, featured technique glow redesign. ~8 files, manageable in one task.\n\n2. **Random technique button** (R018) — Backend `/random` endpoint, `fetchRandomTechnique()` API client function, button + navigation in Home.tsx. Vertical feature, ~3 files."},{"type":"toolCall","id":"toolu_019kBzVHxt5wXv7MEf7EUL2H","name":"gsd_plan_slice","arguments":{"goal":"Cards animate on hover with scale+shadow. Card grids stagger entrance. Featured technique has glow treatment. Random Technique button navigates to a random page.","integrationClosure":"Upstream surfaces consumed: existing card CSS classes in `frontend/src/App.css`, card `.map()` loops in 5 page components, `fetchTechniques()` in `frontend/src/api/public-client.ts`, techniques router in `backend/routers/techniques.py`.\nNew wiring: `GET /api/v1/techniques/random` endpoint, `fetchRandomTechnique()` client function, Random Technique button in Home.tsx.\nWhat remains: nothing — this slice is self-contained.","milestoneId":"M011","observabilityImpact":"None — pure CSS animations and a stateless read endpoint. No async flows, no error paths worth instrumenting beyond what exists.","proofLevel":"This slice proves: operational (visual polish + one new endpoint). Real runtime required: yes (browser verification). Human/UAT required: yes (visual review of animations).","sliceId":"S01","successCriteria":"**Must-Haves:**\n- All 6 card types (`.nav-card`, `.recent-card`, `.creator-technique-card`, `.subtopic-technique-card`, `.search-result-card`, `.topic-card`) have `transform: scale(1.02)` on hover with smooth 200ms transition (R016)\n- Card grids on Home, TopicsBrowse, CreatorDetail, SubTopicPage, SearchResults use staggered fade-in-up entrance animation via `--stagger-index` CSS variable (R016)\n- `.home-featured` section has a visible glow/gradient border treatment distinct from regular cards (R017)\n- `GET /api/v1/techniques/random` returns a single `{ slug: string }` response (R018)\n- \"Random Technique\" button on Home page fetches random slug and navigates to it (R018)\n- `npx tsc --noEmit` passes, `npm run build` succeeds\n\n**Verification:**\n- `cd frontend && npx tsc --noEmit` — TypeScript compiles clean\n- `cd frontend && npm run build` — Vite production build succeeds\n- Visual verification at `http://ub01:8096`: hover cards → scale+shadow; page load → stagger; featured → glow; Random button → navigates","tasks":[{"description":"## Description\n\nCSS-first visual polish covering R016 (card hover + stagger) and R017 (featured glow). Touches all 6 card hover states, adds a new `cardEnter` keyframe with stagger delay pattern, applies stagger indices via JSX style props across 5 page components, and redesigns the `.home-featured` section with gradient border + box-shadow glow.\n\n## Steps\n\n1. **Card hover scale** — In `frontend/src/App.css`, add `transform: scale(1.02)` to hover states for `.recent-card`, `.creator-technique-card`, `.subtopic-technique-card`, `.search-result-card`, and `.topic-card`. For `.nav-card`, augment existing `translateY(-1px)` to `scale(1.02) translateY(-1px)`. Add `transition: ... transform 0.2s` where not already present. Ensure `will-change: transform` is on the base card class.\n\n2. **Stagger keyframe + utility class** — Add `@keyframes cardEnter` (opacity 0→1, translateY(12px→0), 300ms ease-out) to `App.css`. Add `.card-stagger` class that applies the animation with `animation-delay: calc(var(--stagger-index, 0) * 60ms)` and `animation-fill-mode: both`. \n\n3. **Stagger indices on Home.tsx** — Add `className=\"card-stagger\"` and `style={{ '--stagger-index': i } as React.CSSProperties}` to recent cards `.map()` loop (line ~202). Also add to nav-cards (indices 0, 1).\n\n4. **Stagger indices on TopicsBrowse.tsx** — Add stagger class + index to `.topic-card` elements in the `.map()` loop (line ~117).\n\n5. **Stagger indices on CreatorDetail.tsx** — Add stagger class + index to `.creator-technique-card` elements in the `.map()` loop (line ~141).\n\n6. **Stagger indices on SubTopicPage.tsx** — Add stagger class + index to `.subtopic-technique-card` elements in the `.map()` loops (line ~139). Reset index per group.\n\n7. **Stagger indices on SearchResults.tsx** — Add stagger class + index to `.search-result-card` elements in the `.map()` loop (line ~80).\n\n8. **Featured technique glow** — Redesign `.home-featured` in `App.css`: replace `border-left: 3px solid var(--color-accent)` with a gradient border using `border-image: linear-gradient(135deg, var(--color-accent), #a855f7) 1` or pseudo-element approach, add `box-shadow: 0 0 20px rgba(34, 211, 238, 0.15), 0 0 40px rgba(34, 211, 238, 0.05)` for glow effect. Keep it subtle — accent glow, not neon. Ensure it stays GPU-composited (only box-shadow + opacity, no layout properties).\n\n## Must-Haves\n\n- [ ] All 6 card types have scale(1.02) hover with smooth transition\n- [ ] `@keyframes cardEnter` and `.card-stagger` class defined in App.css\n- [ ] Stagger indices applied in all 5 page components\n- [ ] `.home-featured` has visible glow/gradient treatment\n- [ ] `npx tsc --noEmit` passes\n- [ ] `npm run build` succeeds\n\n## Verification\n\n- `cd frontend && npx tsc --noEmit` — no type errors\n- `cd frontend && npm run build` — Vite build succeeds\n- `grep -q 'cardEnter' frontend/src/App.css` — keyframe exists\n- `grep -q 'card-stagger' frontend/src/App.css` — utility class exists\n- `grep -c 'stagger-index' frontend/src/pages/Home.tsx frontend/src/pages/TopicsBrowse.tsx frontend/src/pages/CreatorDetail.tsx frontend/src/pages/SubTopicPage.tsx frontend/src/pages/SearchResults.tsx` — all 5 pages have stagger indices","estimate":"45m","expectedOutput":["`frontend/src/App.css` — updated with card hover scale, cardEnter keyframe, .card-stagger class, featured glow styles","`frontend/src/pages/Home.tsx` — stagger indices on nav-cards and recent cards","`frontend/src/pages/TopicsBrowse.tsx` — stagger indices on topic cards","`frontend/src/pages/CreatorDetail.tsx` — stagger indices on technique cards","`frontend/src/pages/SubTopicPage.tsx` — stagger indices on technique cards","`frontend/src/pages/SearchResults.tsx` — stagger indices on result cards"],"files":["frontend/src/App.css","frontend/src/pages/Home.tsx","frontend/src/pages/TopicsBrowse.tsx","frontend/src/pages/CreatorDetail.tsx","frontend/src/pages/SubTopicPage.tsx","frontend/src/pages/SearchResults.tsx"],"inputs":["`frontend/src/App.css` — existing card hover styles and theme custom properties","`frontend/src/pages/Home.tsx` — recent cards and nav-cards `.map()` loops","`frontend/src/pages/TopicsBrowse.tsx` — topic cards `.map()` loop","`frontend/src/pages/CreatorDetail.tsx` — technique cards `.map()` loop","`frontend/src/pages/SubTopicPage.tsx` — technique cards `.map()` loops","`frontend/src/pages/SearchResults.tsx` — result cards `.map()` loop"],"taskId":"T01","title":"Add card hover scale, staggered entrance animations, and featured technique glow","verify":"cd frontend && npx tsc --noEmit && npm run build && grep -q 'cardEnter' src/App.css && grep -q 'card-stagger' src/App.css"},{"description":"## Description\n\nVertical feature for R018: backend endpoint, API client function, and frontend button with navigation. The existing `GET /api/v1/techniques?sort=random&limit=1` works but returns the full paginated list response. A dedicated `GET /api/v1/techniques/random` returning just `{ slug: string }` is cleaner.\n\n## Failure Modes\n\n| Dependency | On error | On timeout | On malformed response |\n|------------|----------|-----------|----------------------|\n| `GET /techniques/random` | Button shows brief error state, stays on page | Same as error — fetch has default timeout | Shouldn't happen (typed response), but guard with optional chaining |\n| No techniques in DB | Endpoint returns 404 | N/A | Button hidden or disabled |\n\n## Steps\n\n1. **Backend endpoint** — In `backend/routers/techniques.py`, add `GET /random` endpoint BEFORE the `/{slug}` route (line ~185) to avoid slug capture. The endpoint queries `SELECT slug FROM technique_pages ORDER BY random() LIMIT 1`, returns `{\"slug\": \"...\"}`. If no techniques exist, return 404.\n\n2. **API client function** — In `frontend/src/api/public-client.ts`, add `fetchRandomTechnique(): Promise<{ slug: string }>` that calls `GET /api/v1/techniques/random`.\n\n3. **Random button in Home.tsx** — Add a \"Random Technique\" button after the nav-cards section (or near the CTA area). Use a dice/shuffle icon (SVG inline or emoji 🎲). On click: set loading state, call `fetchRandomTechnique()`, then `navigate(`/techniques/${slug}`)`. If fetch fails, briefly show error then reset. The button should have the `.btn` base class with a secondary style.\n\n4. **Button CSS** — Add `.btn--random` styles in `App.css` if needed (may just use existing `.btn` with minor tweaks). Consider a subtle shuffle icon animation on hover.\n\n## Must-Haves\n\n- [ ] `GET /api/v1/techniques/random` returns `{ slug: string }` with 200, or 404 if empty\n- [ ] Route registered before `/{slug}` to avoid capture\n- [ ] `fetchRandomTechnique()` in public-client.ts\n- [ ] Button visible on homepage, navigates to a technique on click\n- [ ] Button has loading state during fetch\n- [ ] `npx tsc --noEmit` passes\n- [ ] `npm run build` succeeds\n\n## Verification\n\n- `cd frontend && npx tsc --noEmit` — no type errors\n- `cd frontend && npm run build` — Vite build succeeds\n- `grep -q 'fetchRandomTechnique' frontend/src/api/public-client.ts` — client function exists\n- `grep -q '/random' backend/routers/techniques.py` — endpoint exists\n- `grep -q 'Random' frontend/src/pages/Home.tsx` — button exists in homepage","estimate":"30m","expectedOutput":["`backend/routers/techniques.py` — new GET /random endpoint before /{slug}","`frontend/src/api/public-client.ts` — new fetchRandomTechnique() function","`frontend/src/pages/Home.tsx` — Random Technique button with navigation logic","`frontend/src/App.css` — random button styling if needed"],"files":["backend/routers/techniques.py","frontend/src/api/public-client.ts","frontend/src/pages/Home.tsx","frontend/src/App.css"],"inputs":["`backend/routers/techniques.py` — existing techniques router with `sort=random` logic at line 158","`frontend/src/api/public-client.ts` — existing API client with `fetchTechniques()`","`frontend/src/pages/Home.tsx` — homepage component (T01 output with stagger indices)","`frontend/src/App.css` — styles (T01 output with card animations)"],"taskId":"T02","title":"Add random technique endpoint and discovery button on homepage","verify":"cd frontend && npx tsc --noEmit && npm run build && grep -q 'fetchRandomTechnique' src/api/public-client.ts && grep -q '/random' ../backend/routers/techniques.py"}]}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":3642,"cacheRead":78954,"cacheWrite":226,"totalTokens":82823,"cost":{"input":0.000005,"output":0.09105,"cacheRead":0.039477,"cacheWrite":0.0014125000000000001,"total":0.13194450000000002}},"stopReason":"toolUse","timestamp":1774945045754}}
{"type":"message","id":"fa7726ab","parentId":"fde9e6cc","timestamp":"2026-03-31T08:18:28.275Z","message":{"role":"toolResult","toolCallId":"toolu_019kBzVHxt5wXv7MEf7EUL2H","toolName":"gsd_plan_slice","content":[{"type":"text","text":"Planned slice S01 (M011)"}],"details":{"operation":"plan_slice","milestoneId":"M011","sliceId":"S01","planPath":"/home/aux/projects/content-to-kb-automator/.gsd/milestones/M011/slices/S01/S01-PLAN.md","taskPlanPaths":["/home/aux/projects/content-to-kb-automator/.gsd/milestones/M011/slices/S01/tasks/T01-PLAN.md","/home/aux/projects/content-to-kb-automator/.gsd/milestones/M011/slices/S01/tasks/T02-PLAN.md"]},"isError":false,"timestamp":1774945108273}}
{"type":"message","id":"3503ad48","parentId":"fa7726ab","timestamp":"2026-03-31T08:18:37.083Z","message":{"role":"assistant","content":[{"type":"text","text":"Plan is persisted. Let me do a quick self-audit:\n\n**Completion semantics:** T01 delivers R016 (hover + stagger) and R017 (featured glow). T02 delivers R018 (random button). If both complete, the slice goal (\"Cards animate on hover with scale+shadow. Card grids stagger entrance. Featured technique has glow treatment. Random Technique button navigates to a random page.\") is true. ✓\n\n**Requirement coverage:** R016 → T01 (hover + stagger). R017 → T01 (featured glow). R018 → T02 (random endpoint + button). All three active requirements owned by this slice are covered. ✓\n\n**Task completeness:** Both tasks have steps, must-haves, verification commands, concrete file path inputs/outputs. ✓\n\n**Dependency correctness:** T02 takes T01 output as input (Home.tsx, App.css). T01 has no dependencies. ✓\n\n**Scope sanity:** T01 has 8 steps across 6 files. T02 has 4 steps across 4 files. Both within bounds. ✓\n\n**Feature completeness:** Both tasks produce user-visible outcomes — no scaffolding-only tasks. ✓\n\nSlice S01 planned."}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":304,"cacheRead":79180,"cacheWrite":3720,"totalTokens":83205,"cost":{"input":0.000005,"output":0.0076,"cacheRead":0.03959,"cacheWrite":0.02325,"total":0.07044500000000001}},"stopReason":"stop","timestamp":1774945108274}}
