Use the built-in `Computer` sub-agent with `agent-desktop` for macOS desktop automation. Apply when a task needs application launching, accessibility snapshots, stable element refs, window focusing, semantic clicks/typing, or visual confirmation outside the browser sandbox.

Activate when reviewing or modifying dependency resolution, lockfile schema, package downloaders, signature/integrity checks, file integration cleanup, or anything that could expose APM to dependency confusion, typosquatting, malicious packages, or token leakage.

Use this skill to write the PR description (PR body) for any pull request opened against microsoft/apm. Produces one self-sufficient GitHub-Flavored Markdown artifact: TL;DR, Problem (WHY), Approach (WHAT), Implementation (HOW), 1-3 validated mermaid diagrams, explicit trade-offs, validation evidence, and a How-to-test section -- with every WHY-claim backed by a verbatim quote from PROSE or Agent Skills. Activate when the user asks to "write a PR description", "draft a PR body", "open a PR", "fill in the PR template", or any equivalent.

Use this skill to translate a classifier's in-place verdict into a precise, page-by-page work plan for the docs-sync panel. Activate after docs-impact-classifier returns verdict in_place; reads the candidate page list, fetches the actual page contents, narrows scope to specific sections within each page, and emits the per-page task brief the panel fans out against.

Scaffold a new sub-worker inside packages_worker (npm, deps.dev, osv, scorecard, etc.) following the single-service multi-entry-point structure. Use when: "add a new packages worker", "scaffold a sub-worker in packages_worker", "new worker for packages-db", "add npm worker", "add OSV worker", "add deps.dev worker".

Grok Build ONLY. Turn a 2D character still into smooth animation sprites via image_gen/image_edit base → image_to_video (6s/10s run-in-place) → ffmpeg frames → magenta chroma-key → dense sampled sprites (strip/grid/GIF). Use when the user wants video-to-sprite, motion capture from generated video, smoother run/walk cycles from dense frames, or runs /video2dsprite. Do NOT use on Codex/Claude — only Grok Build has image_to_video. Prefer generate2dsprite for crisp pixel sheets without video.

Use this skill when working with git — making commits, creating branches, resolving merge conflicts, opening pull requests, or reviewing diffs. Apply whenever the user asks about version control operations.

Guide someone new to Basic Memory through designing and building a complete personal knowledge system — interview them about what they want to track, propose a structure, build it with schemas and instruction notes, teach them to use it, and set up their AI assistant to load it automatically. Use this skill whenever a user says they're new to Basic Memory, wants to 'get started', 'set up', or 'onboard' with Basic Memory, doesn't know what to use it for, asks how to organize their memory project or knowledge base, wants help designing folders/schemas/conventions, or asks how to make their assistant remember context between sessions. Also use it when a user has an empty or messy Basic Memory project and wants structure.

Synthesize GitHub delivery context into a concise Basic Memory project update. Use in CI after `bm ci collect` prepares a ProjectUpdateContext; return only structured AgentSynthesis JSON for `bm ci publish`.

Use when opening or updating a GitHub PR - writes a detailed PR description that explains what changed, why it changed, how it was implemented, and how it was tested.

Use when addressing Basic Memory pull request feedback, failed checks, or Codex review blockers, then re-running the latest-head review gate.

Refactor macOS SwiftUI views and scenes with strong defaults for small dedicated subviews, stable sidebar and selection structure, explicit command and toolbar ownership, scene-aware state, and narrow AppKit escape hatches. Use when cleaning up a macOS view file, splitting oversized scene roots, removing iOS-centric patterns, or tightening mixed SwiftUI/AppKit architecture.

Build, run, and debug macOS apps with shell-first Xcode and Swift workflows. Use when launching apps or diagnosing build, startup, or runtime failures.

Monitor a page for changes over time. Create lazy watch jobs on one or many URLs, list them, and check for changes on demand — with optional SSRF-guarded webhook delivery when a change is detected. Use when the user says "monitor this page", "watch this URL for changes", "tell me when this updates", "track this changelog", "notify me if this changes", or wants recurring change detection on web content.

Local-first multi-page crawl with sitemap, BFS, DFS, and URL-map strategies, anchor-fragment dedup, rate limiting, robots.txt respect, and automatic local cache population. Use when the user wants to index documentation, crawl a docs site, extract all pages under a path, or says "crawl", "index this site", "get all the docs", "bulk extract". Prefer when crawled pages should land in a reusable local cache for later `cache` / `find_similar` queries.

Implement and review macOS SwiftUI Liquid Glass UI. Use when adopting system glass, removing conflicting custom chrome, or building glass surfaces.

Build, run, and debug local macOS apps and desktop executables using shell-first Xcode and Swift workflows. Use when asked to build a Mac app, launch it, diagnose compiler or linker failures, inspect startup problems, or debug desktop-only runtime issues.

Local-first multi-step research with question decomposition, parallel search, structured briefs, cross-references, and gap analysis. Use when the user needs comprehensive analysis, comparison reports, literature reviews, or says "research", "compare X vs Y", "deep dive", "thorough analysis", "find everything about". Returns a structured `brief` with `topics`, `highlights`, `key_findings`, `sections.overview.cross_references`, `sections.comparison`, `sections.gaps`.

Local-first knowledge cache — full-text and hybrid semantic search over every page wigolo has already fetched, crawled, or searched. Use before any web request: cached hits return instantly and free. Triggers when the user says "check the cache", "have we seen this", "what's on disk", "search what I've already fetched", "cache stats", or "what changed since I last looked". Also clears matching entries and re-checks cached URLs for changes.

生成宫格分镜图。当用户说"生成宫格"、"宫格生图"、"用宫格装配生成分镜"时使用。自动按 segment_break 分组，选择最优宫格大小，生成链式过渡帧宫格联合图，随后切分落格为各分镜的起始分镜图。