AGENT SKILLS · 任务装备
值得安装的 Agent Skills
汇总公开仓库中已验证的 Skills。安装前先看清它能做什么、包内包含什么、热度如何，以及来源是否可靠。
- 目录范围
- 已验证
- Skills
- 23,248
- 仓库
- 3589
- 最近同步
- 2026年11月4日
basicmachines-comemory-literary-analysis
Analyze a complete literary work into a structured Basic Memory knowledge graph. Covers schema design, entity seeding, chapter-by-chapter processing, cross-referencing, validation, and graph exploration.
- 1小时安装量
- 1
- GitHub Stars
- 3998
- 最近更新
- 9月16日
basicmachines-comemory-metadata-search
Structured metadata search for Basic Memory: query notes by custom frontmatter fields using equality, range, array, and nested filters. Use when finding notes by status, priority, confidence, or any custom YAML field rather than free-text content.
- 1小时安装量
- 1
- GitHub Stars
- 3998
- 最近更新
- 9月16日
basicmachines-comemory-notes
How to write well-structured Basic Memory notes: frontmatter, observations with semantic categories, relations with wiki-links, and best practices for building a rich knowledge graph. Use when creating or improving notes.
- 1小时安装量
- 1
- GitHub Stars
- 3998
- 最近更新
- 9月16日
basicmachines-comemory-onboarding
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
- 1小时安装量
- 1
- GitHub Stars
- 3998
- 最近更新
- 9月16日
basicmachines-comemory-reflect
Sleep-time memory reflection: review recent conversations and daily notes, extract insights, and consolidate into long-term memory. Use when triggered by cron, heartbeat, or explicit request to reflect on recent activity. Runs as background processing to improve memory quality over time.
- 1小时安装量
- 1
- GitHub Stars
- 3998
- 最近更新
- 9月16日
basicmachines-comemory-research
Research an external subject using web search, synthesize findings into a structured Basic Memory entity. Use when asked to research a company, person, technology, or topic — or when a bare name or URL is provided that implies a research request.
- 1小时安装量
- 1
- GitHub Stars
- 3998
- 最近更新
- 9月16日
basicmachines-comemory-schema
Schema lifecycle management for Basic Memory: discover unschemaed notes, infer schemas, create and edit schema definitions, validate notes, and detect drift. Use when working with structured note types (Task, Person, Meeting, etc.) to maintain consistency across the knowledge graph.
- 1小时安装量
- 1
- GitHub Stars
- 3998
- 最近更新
- 9月16日
basicmachines-comemory-tasks
Task management via Basic Memory schemas: create, track, and resume structured tasks that survive context compaction. Uses BM's schema system for uniform notes queryable through the knowledge graph.
- 1小时安装量
- 1
- GitHub Stars
- 3998
- 最近更新
- 9月16日
resciencelabnanobanana
Generate and edit images using Google Gemini 3 Pro Image (Nano Banana Pro). Supports text-to-image, image editing, various aspect ratios, and high-resolution output (2K/4K). Use when user wants to generate images, create images, use Gemini image generation, or do AI image generation.
- 1小时安装量
- 1
- GitHub Stars
- 1819
- 最近更新
- 9月19日
rmyndharissecurity-requirement-extraction
Derive security requirements from threat models and business context. Use when translating threats into actionable requirements, creating security user stories, or building security test cases.
- 1小时安装量
- 1
- GitHub Stars
- 1581
- 最近更新
- 8月2日
huangkikidaily-papers
每日论文推荐的一句话总入口。用户说“今日论文推荐”“过去3天论文推荐”“过去一周论文推荐” “最近3天论文”“看看这周有啥论文”时使用。 内部会自动串联论文抓取、推荐生成、重点论文笔记三步，无需用户手动拆开。
- 1小时安装量
- 1
- GitHub Stars
- 1235
- 最近更新
- 9月15日
huangkikidaily-papers-fetch
论文抓取（3 步流水线的第 1 步）。抓取 arXiv + HuggingFace 最新论文，打分筛选，富化信息， 输出到 /tmp/dailypapersenriched.json 供后续 skill 使用。 触发词："论文抓取"、"跑一下论文抓取" 支持多天模式："过去3天论文推荐"、"过去一周论文推荐"、"过去一周的论文"、"抓 3 天的论文"、"最近5天"
- 1小时安装量
- 1
- GitHub Stars
- 1235
- 最近更新
- 9月15日
huangkikidaily-papers-notes
论文笔记生成（3 步流水线的第 3 步）。补充概念库，为推荐论文生成完整笔记， 链接回填到推荐文件；目录页默认自动刷新，git 自动化默认关闭。 触发词："批量笔记"、"跑一下论文笔记"
- 1小时安装量
- 1
- GitHub Stars
- 1235
- 最近更新
- 9月15日
huangkikidaily-papers-review
论文点评（3 步流水线的第 2 步）。读取富化后的论文数据，扫描笔记库，生成有态度的推荐点评， 保存推荐文件到 Obsidian，更新 history；git 自动化默认关闭。 触发词："论文点评"、"跑一下论文点评"
- 1小时安装量
- 1
- GitHub Stars
- 1235
- 最近更新
- 9月15日
huangkikigenerate-mocs
重新生成 Obsidian 里的目录页 / 导航页（MOC）。 当用户说“更新索引”“更新论文和概念目录”“刷新论文和概念目录”“刷新MOC”时使用。
- 1小时安装量
- 1
- GitHub Stars
- 1235
- 最近更新
- 9月15日
huangkikigithub-trending
抓取 GitHub 上 star 涨得最快的项目（Trending 榜），打分标注是否与研究方向相关， 生成 Obsidian 笔记到 GitHubTrending 文件夹。默认周榜。 触发词："GitHub 周榜"、"star 涨得最快"、"过去一周 GitHub 热门"、"GitHub trending"、 "看看这周 GitHub 上火了什么"、"GitHub 日榜"、"GitHub 月榜"
- 1小时安装量
- 1
- GitHub Stars
- 1235
- 最近更新
- 9月15日
huangkikipaper-reader
Use when user asks to "read paper", "analyze paper", "summarize paper", "读论文", "分析文献", "帮我看一下这篇paper", "论文笔记", or provides a PDF file that appears to be an academic paper. Specialized for CV/DL papers. Also supports Zotero integration: "读一下这篇论文 ...", "快速看一下这篇论文 ...", "批判性分析这篇论文 ...", "读一下 Zotero 里的 XXX", "批量读一下 Zotero 里 VLA 分类下的论文" 重要触发词: "读一下 XXX"、"读一下这篇"、"帮我读" → 必须调用此 skill
- 1小时安装量
- 1
- GitHub Stars
- 1235
- 最近更新
- 9月15日
amazingangold-coder
Evidence-first development — surround the implementation with an executable spec and a gauntlet of constraints (tests, types, coverage, mutation) so line-by-line review becomes optional. Use when the user explicitly asks for high-assurance or evidence-first work ("reliable", "TDD", "prove it works", "I won't read the code"), or when the change touches high-stakes domains (money, auth, data loss, concurrency, public API). For routine changes where the user just wants normal tests, write good test
- 1小时安装量
- 1
- GitHub Stars
- 738
- 最近更新
- 8月18日
pedronauckwriting-agents-md
Write or audit AGENTS.md/CLAUDE.md instructions. Use writing-skills for on-demand skills; excludes human-facing docs and READMEs.
- 1小时安装量
- 1
- GitHub Stars
- 623
- 最近更新
- 9月14日
aj-geddesbmad-product-brief
Lean facilitator for creating, updating, and validating a product brief — the Analysis-phase foundation of the BMAD Method. Captures problem statement, target users, core features, goals, constraints, and success metrics. Use when the user says: "create a product brief", "I need a product brief", "let's do discovery", "help me define my product", "what problem are we solving", "capture our product vision", "update the product brief", "validate the brief", "check if the brief is complete", "run d
- 1小时安装量
- 1
- GitHub Stars
- 489
- 最近更新
- 6月20日
mindrallyodoo-development
Expert guidance for Odoo ERP development including Python ORM, XML views, and module architecture
- 1小时安装量
- 1
- GitHub Stars
- 260
- 最近更新
- 9月3日
entireiowhat-happened
Explain why code looks the way it does by tracing the latest change for a file range or pasted snippet through git blame and deduplicated entire checkpoint explain lookups. Use when the user asks what happened, says "tell me why" about a code block, is confused about a section of code, asks "wtf is going on", "why is this like this", "why was this changed", or wants provenance for a specific file block.
- 1小时安装量
- 1
- GitHub Stars
- 223
- 最近更新
- 9月5日
sammcjwriting-documentation-with-diataxis
Applies the Diataxis framework to create or improve technical documentation. Use when being asked to write high quality tutorials, how-to guides, reference docs, or explanations, when reviewing documentation quality, or when deciding what type of documentation to create. Helps identify documentation types using the action/cognition and acquisition/application dimensions.
- 1小时安装量
- 1
- GitHub Stars
- 161
- 最近更新
- 9月15日
raintree-technologyhig-components-dialogs
- Apple HIG guidance for presentation components including alerts, action sheets, popovers, sheets, and digit entry views. Use this skill when the user says "should I use an alert or a sheet," "how do I show a confirmation dialog," "when should I use a popover," "my modals are annoying users," or asks about alert design, action sheet, popover, sheet, modal, dialog, digit entry, confirmation dialog, warning dialog, modal presentation, non-modal content, destructive action confirmation, or overlay
- 1小时安装量
- 1
- GitHub Stars
- 129
- 最近更新
- 9月11日