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Autonomous batch driver for the rev-2 agentic-ontology sprint. Picks the next pending theme from state/sprint-themes.yaml, spawns 5 file-analyser subagents in parallel, then 5 reducers in parallel, merges deltas, refreshes coverage, appends the investigator-log entry, commits, pushes to remote, marks the theme done. Designed to be fired by `/loop` overnight without maintainer input.

Quick orientation for a new session — shows system overview, current state, and available actions.

Run the graph-retriever subagent — intelligent, iterative retrieval over the derived graph query layer. The maintainer asks a free-form information-need question ("where is X", "what depends on Y", "which findings concern Z"); the agent constructs a strong query, runs a bounded retrieve→read→judge→refine loop (≤10 iterations) with adaptive traversal, and returns a cited answer set. Emits substrate

Verify a `review-ready` work item (or an entire batch) meets every acceptance criterion and every Quality Bar gate. Reject by default — each check requires cited evidence. Must run in a session distinct from the `/implement` session that produced the item.

Run an audit scanner against ODD repositories. Reads scanner definition, picks unscanned items from coverage manifest, writes findings, updates navigation.

Show current progress of the audit and implementation system — scanner completion, backlog counts, blockers.

根据用户描述创建任务条目，自动判断归属（已有项目、新建项目、跨项目复制），插入到合适位置。当用户说"添加任务""新建任务""加一个任务""创建任务""我要学""我要做"时触发。

第四步：生成书级写作约束 BOOK-STYLE.md。调用方式：/config-book <book-id>

Actively exercise the headsup hook stack end-to-end. Flashes the three tab colors (idle → processing → waiting) on the current tab and verifies each round-trips through the daemon. Use when the user asks "is the headsup thing actually working", "test the headsup hooks", "/headsup-diagnose", or wants confirmation after a change. Different from /headsup-status (passive snapshot) — this skill perform

Deep-dive research and analysis of external reference materials (YouTube videos, articles, GitHub repos, documentation, code sources) against the current project. Reads pulse-config.yaml for config. Reports save to {research_dir}/deep-dives/. ONLY trigger when the user explicitly asks to research, analyze, or compare a resource against their project — not just because they share a link. Trigger: "

Audit existing screenshot captures for quality issues. Checks every PNG file in a directory for wrong-company content, blank sections, cookie banners, error pages, and other problems. Reports what needs recapturing. Use when screenshots look wrong or after a batch capture to verify quality. Invoke with /site-capture:audit.

Capture full-page screenshots of one or more websites. Handles scroll-triggered animations, lazy-loaded content, cookie banners, and bot-protected sites. Uses a tiered approach: Microlink API first, Chrome browser fallback for protected sites. Use when you need design references, competitive analysis screenshots, or visual audits. Invoke with /site-capture:capture.