Search Skills
Find the perfect capability for your agent.
outline-generator
Generates an outline for a book chapter or section based on a given topic or summary.
wechat-article-fetcher
WeChat official account article fetcher with intelligent ranking based on research interests (AI Agent, System Design, GitHub Open Source). Supports fetching from specific accounts or all followed accounts with date filtering and Obsidian integration.
master-index-updater
Automates updates to the Functional Area Master Index when new features are added or documentation changes. Maintains the single navigation source for all feature documentation, ensuring discoverability and organization.
search
Search the web, library documentation, and GitHub repositories using Tavily, Context7, and GitHub Grep MCPs. Use when: (1) Looking up documentation for libraries or frameworks, (2) Searching for code examples or tutorials, (3) Finding API references or specifications, (4) Researching best practices or solutions, (5) Looking up error messages or troubleshooting guides, (6) Finding library installation instructions, (7) Searching for real-world code patterns in GitHub repositories, or (8) When you need current web information or documentation. Triggers: search, look up, find documentation, search web, lookup, find examples, search for, how to, tutorial, API reference, documentation for, error message, troubleshoot, best practices, find code examples, GitHub search.
topic-research
初始化或更新一个主题研究档案（文件系统）并联动 tasks/mem0，支持长期跟踪（M3）。
web-search
Search the web for up-to-date information using GPT-5.2 with web search and high reasoning. Prefer this over webfetch when you need to research complex queries, find current info across multiple sources, get recent news, up-to-date documentation, or verify facts that may have changed since your training cutoff. Returns cited sources.
memory-consolidation
Background process that proactively maintains memory hygiene. Scans for obsolescence to prune irrelevant data and synthesizes scattered information into higher-order patterns.
wsc-chronicle
Emit and query WSC chronicle events. Use when recording world events, checking event history, tracing causality chains, or finding events by type, location, or participants.
permanent-rebuilder
Rebuild and maintain an Obsidian vault's permanent knowledge base for work knowledge and learning notes. Use when asked to reorganize permanent, design hub/leaf/MOC structure, standardize frontmatter (especially required summary), define tag taxonomy, generate a safe restructure plan (dry-run), and apply non-destructive moves/renames while preserving links.
taxonomist
Expert taxonomist that creates comprehensive, well-structured taxonomies with hierarchical classification systems and optional semantic relationships. Use this when users need to build taxonomies, ontologies, or classification systems for any domain (data management, financial services, healthcare, technology, etc.). Outputs text files with relations in the format `source|is a|target`
writing-brainstorm
This skill should be used when the user asks to "find something to write about", "brainstorm topics", "what should I write about", "find writing ideas", "gather sources for", "pull references on", or needs help discovering topics from their reading highlights. Leverages Readwise MCP to surface patterns and gather references.
manage-risk-knowledge
Manage the risk knowledge base repository for Copilot-driven risk assessment. Use when adding new domains (features), recording incidents, updating risks, or modifying the knowledge-map index. Triggers on requests like "add domain", "record incident", "add risk", "update knowledge-map", or any task involving domains/, incidents/, common-risks/, or indexes/knowledge-map.yml.
strangers-eye
Multi-persona documentation review that catches quality failures AND signal mismatches. Produces prioritized edits, not assessment. Quality before signals.
devdocs-bugfix
Test-first bug fixing workflow. Guide users through reproducing bugs, writing failing tests, fixing code, and committing. Use when users report bugs, need to fix issues, or mention keywords like "bug", "fix", "issue", "崩溃", "报错", "修复".
zig-fundamentals
This skill should be used when the user asks questions like "how does comptime work in Zig", "explain Zig error handling", "what are Zig optionals", "how do I use defer in Zig", "what are Zig's basic types", or generally asks about fundamental Zig language concepts for programmers experienced in other languages.
homebrew-layers
Homebrew Brewfile organization using layered approach inspired by Spacemacs. Use when adding packages, organizing Brewfiles, or understanding the toolchain-2026 package management structure. Includes layer patterns, package categorization, and installation workflows.
