
End-to-end refactoring: justify -> scope -> branch -> plan (optional) -> execute -> cleanup -> review -> ship. Use when the user invokes /refactor-workflow or asks to run the full refactoring pipeline.
Use when LLM agents expect structured JSON output but responses are non-deterministic with potential malformed JSON or unexpected formats that need application-level retry logic with graceful degradation.
Use when user wants to manually trigger a semantic index update for the Obsidian vault. Triggers on /obsidian_index.
Summarize documents (URLs, text, or existing Clippings) and save to Obsidian vault. Triggers on /summary command, document summary requests, URL processing for knowledge base, or when user shares an article/link to process into notes.
测试 OpenClaw 配置中 LLM provider 的可用性。触发方式:/provider_check 或用户问"测试 provider 可用性"、"检查 provider 状态"、"provider 健康检查"。
手动触发自我改进与记忆维护。分析近期 memory 文件,维护工作区文件,提出改进提案。触发方式:/self_improve 或用户说"自我改进"、"self improve"。
Use this skill any time a spreadsheet file is the primary input or output. This means any task where the user wants to: open, read, edit, or fix an existing .xlsx, .xlsm, .csv, or .tsv file (e.g., adding columns, computing formulas, formatting, charting, cleaning messy data); create a new spreadsheet from scratch or from other data sources; or convert between tabular file formats. Trigger especially when the user references a spreadsheet file by name or path — even casually (like "the xlsx in my downloads") — and wants something done to it or produced from it. Also trigger for cleaning or restructuring messy tabular data files (malformed rows, misplaced headers, junk data) into proper spreadsheets. The deliverable must be a spreadsheet file. Do NOT trigger when the primary deliverable is a Word document, HTML report, standalone Python script, database pipeline, or Google Sheets API integration, even if tabular data is involved.
Use this skill any time a .pptx file is involved in any way — as input, output, or both. This includes: creating slide decks, pitch decks, or presentations; reading, parsing, or extracting text from any .pptx file (even if the extracted content will be used elsewhere, like in an email or summary); editing, modifying, or updating existing presentations; combining or splitting slide files; working with templates, layouts, speaker notes, or comments. Trigger whenever the user mentions "deck," "slides," "presentation," or references a .pptx filename, regardless of what they plan to do with the content afterward. If a .pptx file needs to be opened, created, or touched, use this skill.
Use when deciding whether to dispatch Task subagent or work in main session, especially for complex operations involving exploration, parallel work, iterative refinement, or context-dependent implementation
Multi-source deep research using Exa MCP. Breaks topics into sub-questions, searches with category-aware queries, deep-reads key sources, and synthesizes cited reports. Use when the user wants thorough research, deep dives, competitive analysis, technology evaluation, tool/library comparison, company research, market landscape analysis, or any question requiring synthesis from multiple sources. Triggers on "research", "deep dive", "investigate", "what's the current state of", "compare", "对比", "比较", "哪个好", "推荐几个", "evaluate", "帮我调研", "深入研究", "研究下", "research this company", "competitor analysis", "company overview", "market landscape", "who are the players in", "alternatives to".
Research a topic with brainstorming dialogue, staged web exploration, and Obsidian vault integration. Triggers on /research command, deep research requests, or when user wants to explore a topic and save findings to their knowledge base.
End-to-end bugfix pipeline: diagnose -> plan (optional) -> fix -> review -> ship. Use when the user invokes /bugfix-workflow or asks to run the full bugfix development pipeline.
Use the internet: search, read, and interact with 13+ platforms including Twitter/X, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu (小红书), Douyin (抖音), WeChat Articles (微信公众号), LinkedIn, Boss直聘, RSS, Exa web search, and any web page. Use when: (1) user asks to search or read any of these platforms, (2) user shares a URL from any supported platform, (3) user asks to search the web, find information online, or research a topic, (4) user asks to post, comment, or interact on supported platforms, (5) user asks to configure or set up a platform channel. Triggers: "搜推特", "搜小红书", "看视频", "搜一下", "上网搜", "帮我查", "全网搜索", "search twitter", "read tweet", "youtube transcript", "search reddit", "read this link", "看这个链接", "B站", "bilibili", "抖音视频", "微信文章", "公众号", "LinkedIn", "GitHub issue", "RSS", "search online", "web search", "find information", "research", "帮我配", "configure twitter", "configure proxy", "帮我安装".
End-to-end feature development: brainstorm -> plan -> implement -> review -> ship. Use when the user invokes /feature-workflow or asks to run the full feature development pipeline.
Retrieves up-to-date documentation, API references, and code examples for any developer technology. Use this skill whenever the user asks about a specific library, framework, SDK, CLI tool, or cloud service -- even for well-known ones like React, Next.js, Prisma, Express, Tailwind, Django, or Spring Boot. Your training data may not reflect recent API changes or version updates. Always use for: API syntax questions, configuration options, version migration issues, "how do I" questions mentioning a library name, debugging that involves library-specific behavior, setup instructions, and CLI tool usage. Use even when you think you know the answer -- do not rely on training data for API details, signatures, or configuration options as they are frequently outdated. Always verify against current docs. Prefer this over web search for library documentation and API details.
Use when modifying git configuration, adding credentials, signing keys, user info, or machine-specific paths. Also when setting up git on new machines or reviewing git config changes.
Query X's Grok AI through agent-browser to get real-time analysis powered by X's live post data. Use this skill whenever the user wants to ask Grok a question, get Grok's opinion, leverage X/Twitter discussion data for analysis, or when the user says "ask Grok", "Grok 怎么看", "用 Grok 查一下", "问问 Grok", "Grok 分析", "帮我问 Grok", or references getting AI analysis that specifically needs X/Twitter's real-time post data. This skill is distinct from web search — Grok has access to live X posts and discussions that web search tools cannot reach.
--- name: llm-agent-token-audit description: Use when LLM agent token consumption is high, system prompt feels bloated, or setting up a new agent framework. Symptoms: slow responses, high cost, injected workspace files with template/placeholder content, unused skills loading every call. --- # LLM Agent System Token Audit Systematic audit for reducing fixed per-call token overhead in LLM agent frameworks that inject workspace files into system prompts. ## When to Use - Per-call token us
Use when LLM agents use server-side search tools (web_search, x_search) with excessive execution time, sequential iterative searching behavior, or need to constrain tool call budgets with parallel execution.
Search Obsidian vault and answer questions using vault knowledge. Use this skill whenever the user asks about their notes, wants to find information in their vault, or asks questions that could be answered by their existing knowledge base. Triggers on: "笔记里有没有", "vault 里关于", "我之前记过", "search my notes", "check my vault", "有没有相关笔记", "obsidian search", or any question where the user's personal notes might contain the answer. Also use when the user references their "second brain" or asks about topics they've previously studied/clipped/researched.
Use when creating or reviewing LLM configuration files (skills, CLAUDE.md, prompts) that contain verbose explanations, troubleshooting sections, or historical context consuming tokens without providing actionable guidance
--- name: organizing-dotfiles-configs description: Use when adding tool configurations to dotfiles repo, deciding directory structure, or reorganizing existing configs. Symptoms: "organize like existing pattern", uncertainty about flat vs nested structure, unsure which files to version-control, symlink paths breaking after reorganization. --- Decision framework for structuring tool configs in dotfiles with symlinks. ## When to Use - Adding new tool to dotfiles - Deciding structure (flat vs ne
Use when an external plugin skill lacks YAML frontmatter and cannot be invoked via the Skill tool
Batch-fetch all X (Twitter) bookmarks, save each as a CLIP note in the Obsidian vault (10-Inbox/Clippings/), then delete saved bookmarks from X. Extracts cookies via agent-browser CLI, calls X GraphQL API directly with httpx (no API key needed). Use when: user says "digest bookmarks", "消化书签", "review my bookmarks", "处理推特书签", "sync bookmarks", "同步书签", "拉取推特书签", "bookmark digest", "看看书签", "书签消化", or wants to review/archive their X bookmarks.
Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files). Triggers include: any mention of 'Word doc', 'word document', '.docx', or requests to produce professional documents with formatting like tables of contents, headings, page numbers, or letterheads. Also use when extracting or reorganizing content from .docx files, inserting or replacing images in documents, performing find-and-replace in Word files, working with tracked changes or comments, or converting content into a polished Word document. If the user asks for a 'report', 'memo', 'letter', 'template', or similar deliverable as a Word or .docx file, use this skill. Do NOT use for PDFs, spreadsheets, Google Docs, or general coding tasks unrelated to document generation.
Scan Binance "币安最新活动" announcements for stablecoin earning/holding activities, extract structured details, and estimate real APY using on-chain data and price APIs. Use when the user wants to check stablecoin yields, compare earn products, find new stablecoin activities, or analyze whether advertised APY is realistic. Triggers on: "稳定币活动", "stablecoin yields", "理财活动", "earn products", "看看有什么活动", "稳定币收益", "活期产品", "定期产品", "币安理财", "yield arena", "赚币", "有什么稳定币可以投", "收益对比", "哪个稳定币收益高". Also trigger when the user mentions Binance earn, stablecoin comparison, or asks about safe yield opportunities on Binance.
Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or merging multiple PDFs into one, splitting PDFs apart, rotating pages, adding watermarks, creating new PDFs, filling PDF forms, encrypting/decrypting PDFs, extracting images, and OCR on scanned PDFs to make them searchable. If the user mentions a .pdf file or asks to produce one, use this skill.
Web information gathering and browser automation using agent-browser CLI. Handles connection strategy selection, anti-bot bypass, content extraction patterns, and site-specific gotchas for collecting information from any website. Use when the user asks to "open a website", "search on [site]", "scrape/extract info from", "check [website]", "帮我搜一下", "去[网站]上看看", "帮我查一下", "从[网站]提取", "打开[网站]", or any task involving browsing real websites to gather information. Also use when the user mentions specific sites like 小红书, 知乎, 微博, Twitter/X, YouTube, Reddit, or any site requiring browser interaction. This skill complements the official agent-browser skill (command reference) by providing higher-level strategy for information gathering workflows.
Search Obsidian vault and answer questions using vault knowledge. Triggers on /obsidian_search or /search command, vault search requests, or when user asks questions that might be answered by their existing notes.
Use when creating a new skill, updating an existing skill, or troubleshooting skill frontmatter, gating, or slash command registration issues in OpenClaw.
Use when user wants to list or delete Discord threads/sub-channels in a channel. Triggers on /discord_thread_cleanup or requests like "清理子区", "删除 thread", "清理 Discord 子区".
Use when agent behavior seems off or rules need refreshing. Triggers on /attention.
# Agent Reach 完整安装与配置解决方案 ## 概述 本技能包提供Agent Reach的完整安装和配置流程,基于实际部署经验,包含问题诊断和解决方案。适用于OpenClaw、Claude Code等AI Agent环境。 ## 核心功能 - ✅ Agent Reach 1.3.0 完整安装 - ✅ 7个核心渠道自动配置 - ✅ 常见问题诊断和解决方案 - ✅ 系统兼容性处理 - ✅ 多环境支持(OpenClaw、Claude Code) ## 安装流程 ### 步骤1: 安装Agent Reach ```bash # 解决权限问题 pip install https://github.com/Panniantong/agent-reach/archive/main.zip --break-system-packages ``` ### 步骤2: 自动配置 ```bash agent-reach install --env=auto ``` ### 步骤3: 验证安装 ```bash agent-reach doctor ``` ### 步骤4: 额外配置(可选
Analyze an Obsidian note and find related notes to suggest wikilinks. Triggers on /link command, or when user asks to find connections between notes or improve note linking.
Use when user wants to save the current conversation topic to Obsidian vault. Triggers on /capture, or when user says "记录到 obsidian", "总结到笔记", "保存到笔记", "capture this".
Clip web articles to Obsidian vault with full content and images. Use when user sends a URL and wants to save it to Obsidian, or says "clip this", "save to Obsidian", "保存到 Obsidian", "clip 到 vault" etc. Also auto-triggers in Discord channel
Use when user wants to manage TODO items - adding tasks, listing pending items, marking done, removing, or searching. Triggers on /todo command or TODO-related requests.