_id stringlengths 24 24 | name stringlengths 2 66 | description stringlengths 0 1.34k | author stringlengths 0 33 | repo_url stringlengths 0 171 | local_path stringlengths 0 85 | source_platform stringclasses 5
values |
|---|---|---|---|---|---|---|
69d74c12f184c7c620e34c3d | template-skill | Replace with description of the skill and when Claude should use it. | https://github.com/qodex-ai/ai-agent-skills | agent-skills.md | ||
69d74c12f184c7c620e34c3e | batch-research | 批量数据采集技能，负责分批并发调度 researcher agent 抓取所有数据源。 | https://github.com/ccbikai/aigc-weekly | agent-skills.md | ||
69d74c12f184c7c620e34c3f | chinese-writing | 中文写作技能指南，用于生成高质量的周刊、博客及科技资讯类文章。 | https://github.com/ccbikai/aigc-weekly | agent-skills.md | ||
69d74c12f184c7c620e34c40 | publish-weekly | 使用 Payload REST API 将周刊写入 CMS（发布为草稿），通过 users API Key 认证。 | https://github.com/ccbikai/aigc-weekly | agent-skills.md | ||
69d74c12f184c7c620e34c41 | mgrep | A semantic grep-like search tool for your local files. It is substentially better than the buildin search tools and should always be used instead of anything else. | https://github.com/julianromli/droid-factory-template | agent-skills.md | ||
69d74c12f184c7c620e34c42 | web-projects | Guidelines for web development projects using JavaScript/TypeScript frameworks. Activate when working with web projects, package.json, npm/yarn/pnpm, React, Next.js, Vue, Angular, Svelte, or other web frameworks, frontend components, or Node.js applications. | https://github.com/ilude/claude-code-config | agent-skills.md | ||
69d74c12f184c7c620e34c43 | wechat-article-formatting | Convert Markdown content to WeChat Official Account HTML format with inline styles. Generates complete HTML preview files that can be copied directly to WeChat editor. Use when user needs to format articles for WeChat Official Account or mentions converting Markdown to WeChat HTML. | https://github.com/hbrls/hbrls.github.io | agent-skills.md | ||
69d74c12f184c7c620e34c44 | time-series | ARIMA, SARIMA, Prophet, trend analysis, seasonality detection, anomaly detection, and forecasting methods. Use for time-based predictions, demand forecasting, or temporal pattern analysis. | https://github.com/pluginagentmarketplace/custom-plugin-ai-data-scientist | agent-skills.md | ||
69d74c12f184c7c620e34c45 | banner_text_copy | Generate structured banner ad copy and LinkedIn post text from landing pages and audience context. Use when user says "banner copy", "ad copy", "headline variants", "/banner_text_copy", or asks to prepare copy for banner design. | https://github.com/tekliner/improvado-agentic-frameworks-and-skills | agent-skills.md | ||
69d74c12f184c7c620e34c46 | banners_design_nb | Generate Improvado marketing banner designs via HTML rendering, AI image generation (fal.ai), or Gemini batch generator. Use when user says "generate banners", "design banner", "/banners_design_nb", or asks for Google Ads creatives. | https://github.com/tekliner/improvado-agentic-frameworks-and-skills | agent-skills.md | ||
69d74c12f184c7c620e34c47 | bee-daily-journal | Generate daily journal from Bee conversations + Google Calendar. Use when user says 'daily journal', 'journal for [date]', 'summarize my day', 'что я делал [дата]', 'дневник за [дату]'. Creates structured summary with Calendar vs Bee comparison, timeline Gantt, mind map by meetings/people, and action items. | https://github.com/tekliner/improvado-agentic-frameworks-and-skills | agent-skills.md | ||
69d74c12f184c7c620e34c48 | claude-code-sessions | Use when user says "resume session", "what did I work on", "find conversation about [topic]", or "get my messages". Automatically searches, resumes, and analyzes Claude Code sessions. Handles session discovery, content search, automatic session restoration, and message extraction. | https://github.com/tekliner/improvado-agentic-frameworks-and-skills | agent-skills.md | ||
69d74c12f184c7c620e34c49 | claude-command-dispatcher | Use when the user asks to run or reuse a Claude Code custom command from .claude/commands (for example '/plan', '/tasks', '/specify', '/chat_sum'). Dynamically resolves any command file in .claude/commands without hardcoded command names. | https://github.com/tekliner/improvado-agentic-frameworks-and-skills | agent-skills.md | ||
69d74c12f184c7c620e34c4a | claude-task-from-logseq | Execute autonomous tasks received from Logseq automation and write results back using PAGE_UUID-safe updates. Use when user says "execute Logseq task", "выполни задачу из логсек", or prompt contains AUTONOMOUS MODE with PAGE_UUID. | https://github.com/tekliner/improvado-agentic-frameworks-and-skills | agent-skills.md | ||
69d74c12f184c7c620e34c4b | ai-agents-architect | Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration. Use when: build agent, AI agent, autonomous agent, tool use, function calling. | https://github.com/davila7/claude-code-templates | agent-skills.md | ||
69d74c12f184c7c620e34c4c | debugger | Debugging strategy and constraints for ikigai | https://github.com/mgreenly/ikigai | agent-skills.md | ||
69d74c12f184c7c620e34c4d | dev-dump | Debug buffer dumps for inspecting terminal rendering state | https://github.com/mgreenly/ikigai | agent-skills.md | ||
69d74c12f184c7c620e34c4e | jira | | | https://github.com/mlavaert/dotfiles | agent-skills.md | ||
69d74c12f184c7c620e34c4f | algorithmic-art | Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original algorithmic art rather than copying existing artists' work to avoid copyright violati... | https://github.com/JayZeeDesign/awesome-claude-skills | agent-skills.md | ||
69d74c12f184c7c620e34c50 | canvas-design | Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying existing artists' work to avoid copyright violations. | https://github.com/JayZeeDesign/awesome-claude-skills | agent-skills.md | ||
69d74c12f184c7c620e34c51 | mcp-builder | Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK). | https://github.com/JayZeeDesign/awesome-claude-skills | agent-skills.md | ||
69d74c12f184c7c620e34c52 | skill-creator | Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations. | https://github.com/JayZeeDesign/awesome-claude-skills | agent-skills.md | ||
69d74c12f184c7c620e34c53 | slack-gif-creator | Toolkit for creating animated GIFs optimized for Slack, with validators for size constraints and composable animation primitives. This skill applies when users request animated GIFs or emoji animations for Slack from descriptions like "make me a GIF for Slack of X doing Y". | https://github.com/JayZeeDesign/awesome-claude-skills | agent-skills.md | ||
69d74c12f184c7c620e34c54 | template-skill | Replace with description of the skill and when Claude should use it. | https://github.com/JayZeeDesign/awesome-claude-skills | agent-skills.md | ||
69d74c12f184c7c620e34c55 | theme-factory | Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors/fonts that you can apply to any artifact that has been creating, or can generate a new theme on-the-fly. | https://github.com/JayZeeDesign/awesome-claude-skills | agent-skills.md | ||
69d74c12f184c7c620e34c56 | ui-design | Use this to design a nice UI in single html as inspiration & UI exploration. | https://github.com/JayZeeDesign/awesome-claude-skills | agent-skills.md | ||
69d74c12f184c7c620e34c57 | webapp-testing | Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs. | https://github.com/JayZeeDesign/awesome-claude-skills | agent-skills.md | ||
69d74c12f184c7c620e34c58 | ccpm-mcp-management | Discovers, manages, and troubleshoots MCP servers with three-tier classification (required: Linear/GitHub/Context7, optional: Jira/Confluence/Slack/BitBucket). Auto-activates when user asks "MCP server", "tools available", "Linear not working", "what tools do I have", or when plugin installation fails. Provides automat... | https://github.com/duongdev/ccpm | agent-skills.md | ||
69d74c12f184c7c620e34c59 | commit-assistant | Provides conventional commits guidance and auto-generates commit messages from git changes. Integrates with /ccpm:commit for automated git commits linked to Linear issues. Auto-activates when users ask about committing, creating git commits, or discussing commit message formats. | https://github.com/duongdev/ccpm | agent-skills.md | ||
69d74c12f184c7c620e34c5a | docs-seeker | Discovers and researches authoritative documentation with version-specific, context-aware search. Auto-activates when user asks "find documentation", "API docs", "how to use", "integration guide", "best practices", "design pattern", or when running /ccpm:plan or /ccpm:plan. Fetches latest docs from official sources via... | https://github.com/duongdev/ccpm | agent-skills.md | ||
69d74c12f184c7c620e34c5b | figma-integration | Guides design-to-code workflow using Figma integration. Helps extract designs, analyze components, and generate implementation specs. Auto-activates when users mention Figma URLs, design implementation, component conversion, or design-to-code workflows. Works with /ccpm:plan, design-approve, design-refine, and /ccpm:fi... | https://github.com/duongdev/ccpm | agent-skills.md | ||
69d74c12f184c7c620e34c5c | xhs-note-creator | 小红书笔记素材创作技能。当用户需要创建小红书笔记素材时使用这个技能。技能包含：根据用户的需求和提供的资料，撰写小红书笔记内容（标题+正文），生成图片卡片（封面+正文卡片），以及发布小红书笔记。 | https://github.com/comeonzhj/auto-redbook-skills | agent-skills.md | ||
69d74c12f184c7c620e34c5d | code-review | Conduct thorough, actionable code reviews that catch real problems without drowning in noise | https://github.com/leynos/agent-helper-scripts | agent-skills.md | ||
69d74c12f184c7c620e34c5e | execplans | Write and maintain self-contained ExecPlans (execution plans) that a novice can follow end-to-end; use when planning or implementing non-trivial repo changes. | https://github.com/leynos/agent-helper-scripts | agent-skills.md | ||
69d74c12f184c7c620e34c5f | agents-hooks | Event-driven hooks for AI coding agents. Use when automating Claude Code or Codex CLI with stdin JSON and decision-control responses. | https://github.com/vasilyu1983/ai-agents-public | agent-skills.md | ||
69d74c12f184c7c620e34c60 | agents-mcp | Configure and build MCP servers for AI agent tool integration. Use when connecting Claude Code or Codex to databases, APIs, or custom tools. | https://github.com/vasilyu1983/ai-agents-public | agent-skills.md | ||
69d74c12f184c7c620e34c61 | agents-project-memory | Configure CLAUDE.md/AGENTS.md/CODEX.md for persistent agent context. Use when setting coding standards or architecture docs for a codebase. | https://github.com/vasilyu1983/ai-agents-public | agent-skills.md | ||
69d74c12f184c7c620e34c62 | agents-skills | Reference for creating AI agent skills with SKILL.md structure. Use when building or improving modular skill files for Claude Code or Codex. | https://github.com/vasilyu1983/ai-agents-public | agent-skills.md | ||
69d74c12f184c7c620e34c63 | agents-subagents | Create AI coding agent subagents with YAML frontmatter and least-privilege tools. Use when designing delegation, tool selection, or safety rules. | https://github.com/vasilyu1983/ai-agents-public | agent-skills.md | ||
69d74c12f184c7c620e34c64 | agents-swarm-orchestration | Coordinate parallel subagents in dependency-aware waves. Use when executing multi-task plans with Claude Code or Codex agent swarms. | https://github.com/vasilyu1983/ai-agents-public | agent-skills.md | ||
69d74c12f184c7c620e34c65 | ai-agents | Production AI agent patterns covering MCP, RAG, guardrails, observability, and ROI. Use when designing or evaluating agent systems. | https://github.com/vasilyu1983/ai-agents-public | agent-skills.md | ||
69d74c12f184c7c620e34c66 | ai-llm-inference | LLM inference patterns — latency budgeting, caching, batching, quantization, and parallelism. Use when optimizing serving cost or tail latency. | https://github.com/vasilyu1983/ai-agents-public | agent-skills.md | ||
69d74c12f184c7c620e34c67 | ai-llm | Full LLM lifecycle skill — strategy selection, PEFT/LoRA, evaluation, and deployment. Use when building, fine-tuning, or operating LLM systems. | https://github.com/vasilyu1983/ai-agents-public | agent-skills.md | ||
69d74c12f184c7c620e34c68 | brainstorm-solutions | Generate multiple viable solution options after research is complete, before converging on a single approach. Use when you need to explore the solution space, ask clarifying questions, and produce 3-5 distinct options to consider. | https://github.com/kasperjunge/agent-resources-project | agent-skills.md | ||
69d74c12f184c7c620e34c69 | code-review | Use when reviewing code changes before committing, after implementing features, or when asked to review. Triggers on staged changes, PR reviews, or explicit review requests. | https://github.com/kasperjunge/agent-resources-project | agent-skills.md | ||
69d74c12f184c7c620e34c6a | commit-work | Use when work is complete and ready to commit. Triggers after code review passes, when asked to "commit", "save this", or "wrap up". Runs quality checks, updates changelog, creates commit. | https://github.com/kasperjunge/agent-resources-project | agent-skills.md | ||
69d74c12f184c7c620e34c6b | create-plan | Use when solution space exploration is complete and you're ready to create an implementation plan. Enforces "simple over easy" - the fundamentally right solution, not the path of least resistance. Triggers after /design-solution, when a solution has been chosen, or when asked to "make a plan" or "create a plan". | https://github.com/kasperjunge/agent-resources-project | agent-skills.md | ||
69d74c12f184c7c620e34c6c | create-skill | >- | https://github.com/n8n-io/n8n | agent-skills.md | ||
69d74c12f184c7c620e34c6d | blockchain-basics | Master blockchain fundamentals including consensus, cryptography, and distributed systems | https://github.com/pluginagentmarketplace/custom-plugin-blockchain | agent-skills.md | ||
69d74c12f184c7c620e34c6e | defi-protocols | Master DeFi protocol development including AMMs, lending, yield, and oracles | https://github.com/pluginagentmarketplace/custom-plugin-blockchain | agent-skills.md | ||
69d74c12f184c7c620e34c6f | ethereum-development | Master Ethereum development including EVM, gas optimization, and client interactions | https://github.com/pluginagentmarketplace/custom-plugin-blockchain | agent-skills.md | ||
69d74c12f184c7c620e34c70 | mistral-pdf-to-markdown | Convert PDFs to Markdown using Mistral OCR API with image extraction. Use when you need to extract structured text and images from PDFs, especially for scanned documents or documents with complex formatting. Outputs Markdown with embedded images. | https://github.com/fuzhiyu/researchprojecttemplate | agent-skills.md | ||
69d74c12f184c7c620e34c71 | pdf | Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmatically process, generate, or analyze PDF documents at scale. | https://github.com/fuzhiyu/researchprojecttemplate | agent-skills.md | ||
69d74c12f184c7c620e34c72 | work-summary | Create factual working journal entries in Notes/WorkingJournal/ after completing analysis work. Use when user asks to "summarize work", "document results", or "create working journal entry". Ensures code is committed, copies figures to attachments, and creates objective summaries with citations. | https://github.com/fuzhiyu/researchprojecttemplate | agent-skills.md | ||
69d74c12f184c7c620e34c73 | zotero-paper-reader | Read and analyze academic papers from Zotero library. Use when the user requests to read, access, or analyze a paper by title, author, or topic from their Zotero library. Automatically searches Zotero, converts PDFs to markdown, saves to Notes/PaperInMarkdown, and provides analysis. | https://github.com/fuzhiyu/researchprojecttemplate | agent-skills.md | ||
69d74c12f184c7c620e34c74 | niche-product-finder | 发现蓝海商品和细分市场机会，适合电商选品、副业创业、市场分析师。 | https://github.com/openclaw/skills | agent-skills.md | ||
69d74c12f184c7c620e34c75 | pinduoduo-deal-finder | 拼多多神价发现、百亿补贴监控、多人团优惠、砍价免费拿进度追踪。适合省钱购物、副业套利。 | https://github.com/openclaw/skills | agent-skills.md | ||
69d74c12f184c7c620e34c76 | price-arbitrage-finder | 发现跨平台商品价格差异，找出套利机会。支持淘宝/京东/拼多多比价，自动计算利润空间。 | https://github.com/openclaw/skills | agent-skills.md | ||
69d74c12f184c7c620e34c77 | design-solution | Converge on a single recommended solution after brainstorming options. Use when you have multiple candidate approaches and need to analyze trade-offs, select one, and define decision criteria before planning. | https://github.com/kasperjunge/agent-resources-project | agent-skills.md | ||
69d74c12f184c7c620e34c78 | discover-assumptions | Use after solution concepts exist to surface and prioritize assumptions behind outcomes, opportunities, or solution ideas and design experiments to test them. | https://github.com/kasperjunge/agent-resources-project | agent-skills.md | ||
69d74c12f184c7c620e34c79 | discover-codebase-enhancements | Use when the user asks for a deep codebase analysis to identify and rank improvements, optimizations, architectural enhancements, or potential bugs aligned to developer, end-user, and agent jobs-to-be-done. | https://github.com/kasperjunge/agent-resources-project | agent-skills.md | ||
69d74c12f184c7c620e34c7a | discover-opportunities | Use after outcomes are defined to discover opportunities, unmet needs, market gaps, or JTBD insights before choosing solutions. | https://github.com/kasperjunge/agent-resources-project | agent-skills.md | ||
69d74c12f184c7c620e34c7b | discover-outcomes | Use at the start of product strategy to define or refine desired outcomes and success metrics (e.g., for Opportunity Solution Trees or continuous discovery) before selecting opportunities or solutions. | https://github.com/kasperjunge/agent-resources-project | agent-skills.md | ||
69d74c12f184c7c620e34c7c | enhance-docs | Use when documentation needs to be updated, clarified, or reorganized to better serve users' jobs-to-be-done with low cognitive load and high signal. | https://github.com/kasperjunge/agent-resources-project | agent-skills.md | ||
69d74c12f184c7c620e34c7d | ideate-solutions | Use after opportunities are defined to generate and evaluate multiple product solution concepts before validating assumptions. Triggers when you need a set of distinct solution options tied to outcomes and opportunities. | https://github.com/kasperjunge/agent-resources-project | agent-skills.md | ||
69d74c12f184c7c620e34c7e | make-release | Use when ready to publish a new version. Triggers on "release", "publish", "ship it", or version bump requests. Runs quality checks, bumps version, tags, and creates GitHub release. | https://github.com/kasperjunge/agent-resources-project | agent-skills.md | ||
69d74c12f184c7c620e34c7f | migrate-to-skills | | | https://github.com/kasperjunge/agent-resources-project | agent-skills.md | ||
69d74c12f184c7c620e34c80 | di | Dependency Injection (DI) skill for the ikigai project | https://github.com/mgreenly/ikigai | agent-skills.md | ||
69d74c12f184c7c620e34c81 | smzdm-deals | 什么值得买优惠信息聚合，实时监控神价、BUG 价、历史低价。适合薅羊毛、省钱购物、副业套利。 | https://github.com/openclaw/skills | agent-skills.md | ||
69d74c12f184c7c620e34c82 | hexagonal-architecture | Design, implement, and maintain applications using hexagonal architecture (ports and adapters). Use when (1) designing new systems requiring clear separation between domain logic and infrastructure, (2) refactoring monolithic or tightly-coupled codebases toward cleaner boundaries, (3) reviewing architecture for depende... | https://github.com/leynos/agent-helper-scripts | agent-skills.md | ||
69d74c12f184c7c620e34c83 | ost | Use when running or maintaining an Opportunity Solution Tree (OST) workflow with a lightweight graph store and CLI. Provides a single entry skill that routes to outcome, opportunity, solution, and assumption/experiment phases via progressive disclosure. | https://github.com/kasperjunge/agent-resources-project | agent-skills.md | ||
69d74c12f184c7c620e34c84 | refactor-for-determinism | Design or refactor skills by separating deterministic and non-deterministic steps. Use when creating or improving skills, especially to move repeatable workflows into scripts/ and update SKILL.md to call them. | https://github.com/kasperjunge/agent-resources-project | agent-skills.md | ||
69d74c12f184c7c620e34c85 | research-codebase | Research a task, problem, bug, or feature by exploring the codebase. Use when starting new work, encountering bugs, or needing to understand how existing implementation relates to a task. Triggers on "research", "investigate", "look into", or requests to understand implementation before making changes. | https://github.com/kasperjunge/agent-resources-project | agent-skills.md | ||
69d74c12f184c7c620e34c86 | skriv-som-kasper | Skriv, omskriv eller redigér tekst i Kaspers personlige skrivestil. Brug når brugeren beder om at skrive "som Kasper" eller ønsker stil-efterligning/tilpasning baseret på konkrete skriveeksempler. | https://github.com/kasperjunge/agent-resources-project | agent-skills.md | ||
69d74c12f184c7c620e34c87 | hook-optimization | Provides guidance on optimizing CCPM hooks for performance and token efficiency. Auto-activates when developing, debugging, or benchmarking hooks. Includes caching strategies, token budgets, performance benchmarking, and best practices for maintaining sub-5-second hook execution times. | https://github.com/duongdev/ccpm | agent-skills.md | ||
69d74c12f184c7c620e34c88 | linear-subagent-guide | Guides optimal Linear operations usage with caching, performance patterns, and error handling. Auto-activates when implementing CCPM commands that interact with Linear. Prevents usage of non-existent Linear MCP tools. | https://github.com/duongdev/ccpm | agent-skills.md | ||
69d74c12f184c7c620e34c89 | planning-strategy-guide | Guides intelligent planning strategies with automatic phase detection and complexity assessment. Auto-activates when users mention epic breakdown, feature decomposition, scope estimation, dependency analysis, risk identification, or ask "how do I plan this complex task", "break down this feature", "what's the scope", "... | https://github.com/duongdev/ccpm | agent-skills.md | ||
69d74c12f184c7c620e34c8a | pm-workflow-guide | Provides intelligent context-aware PM workflow guidance with automatic phase detection. Prioritizes 6 natural workflow commands (plan, work, sync, commit, verify, done) for streamlined project management. Auto-activates when user mentions planning, implementation, verification, spec management, or asks "what command sh... | https://github.com/duongdev/ccpm | agent-skills.md | ||
69d74c12f184c7c620e34c8b | project-detection | Automatic project context detection with priority-based resolution (Manual setting → Git remote → Subdirectory pattern → Local path → Custom patterns). Auto-activates at start of every CCPM command to ensure correct project context. Supports monorepos with subdirectory detection using glob patterns and priority weighti... | https://github.com/duongdev/ccpm | agent-skills.md | ||
69d74c12f184c7c620e34c8c | frontend-dev-guidelines | You are a senior frontend engineer operating under strict architectural and performance standards. Use when creating components or pages, adding new features, or fetching or mutating data. | https://github.com/sickn33/antigravity-awesome-skills | agent-skills.md | ||
69d74c12f184c7c620e34c8d | flowmvi | FlowMVI usage guidance. Use when working with FlowMVI stores/containers, plugin pipelines, composing stores, decorators, or authoring plugins. | https://github.com/respawn-app/FlowMVI | agent-skills.md | ||
69d74c12f184c7c620e34c8e | jira | Use when the user mentions Jira issues (e.g., "PROJ-123"), asks about tickets, wants to create/view/update issues, check sprint status, or manage their Jira workflow. Triggers on keywords like "jira", "issue", "ticket", "sprint", "backlog", or issue key patterns. | https://github.com/davila7/claude-code-templates | agent-skills.md | ||
69d74c12f184c7c620e34c8f | hypothesis-debugging | Structured code debugging through hypothesis formation and falsification planning. Use when diagnosing bugs, unexpected behaviour, or system failures where the root cause is unclear. Produces a hypothesis document for execution by another agent rather than performing the investigation directly. Triggers on requests to ... | https://github.com/leynos/agent-helper-scripts | agent-skills.md | ||
69d74c12f184c7c620e34c90 | us-tax-code | Complete US Internal Revenue Code (Title 26) with 2,160 sections covering individual income tax, business deductions, corporate tax, partnerships, international tax, capital gains, and all federal tax provisions. Search by section number or topic. | https://github.com/DrSatsuma1/catherine-claude-skills | agent-skills.md | ||
69d74c12f184c7c620e34c91 | sragent | | | https://github.com/ArcInstitute/SRAgent | agent-skills.md | ||
69d74c12f184c7c620e34c92 | browser | Minimal Chrome DevTools Protocol tools for browser automation and scraping. Use when you need to start Chrome, navigate pages, execute JavaScript, take screenshots, or interactively pick DOM elements. | https://github.com/julianromli/droid-factory-template | agent-skills.md | ||
69d74c12f184c7c620e34c93 | project-operations | Provides intelligent project setup and management with agent-based architecture to minimize token usage. Auto-activates when user mentions project setup, "add project", "configure project", "monorepo", "subdirectories", "switch project", or "project info". Uses three specialized agents internally: project-detector (det... | https://github.com/duongdev/ccpm | agent-skills.md | ||
69d74c12f184c7c620e34c94 | sequential-thinking | Structured problem-solving through iterative reasoning with revision and branching capabilities for complex problems. Use when tackling multi-step problems with uncertain scope, design planning, architecture decisions, or systematic decomposition. Auto-activates when user asks about breaking down epics, designing syste... | https://github.com/duongdev/ccpm | agent-skills.md | ||
69d74c12f184c7c620e34c95 | workflow-state-tracking | Tracks and visualizes CCPM workflow state transitions (IDEA → PLANNED → IMPLEMENTING → VERIFYING → VERIFIED → COMPLETE). Prevents invalid state transitions and suggests appropriate next actions. Auto-activates when users ask about task status, "where am I in the workflow", "what should I do next", or "can I do this now... | https://github.com/duongdev/ccpm | agent-skills.md | ||
69d74c12f184c7c620e34c96 | writing-specs | Complete spec workflow - generates Run ID, creates isolated worktree, brainstorms requirements, writes lean spec documents that reference constitutions, validates architecture quality, and reports completion | https://github.com/arittr/spectacular | agent-skills.md | ||
69d74c12f184c7c620e34c97 | iac-diagram-generator | Analyzes Infrastructure as Code files (Terraform, CloudFormation, Kubernetes, Docker Compose) and generates visual architecture diagrams. Use when analyzing infrastructure code, designing cloud architectures, or when the user requests architecture diagrams from IaC. | https://github.com/johnpsasser/iac-diagram-generator | agent-skills.md | ||
69d74c12f184c7c620e34c98 | 2026-coach | Executive coaching skill that helps you plan your 2026 using research-backed process goals. Guides you through discovery questions, creates outcome goals, converts them to daily behaviors, and sets up accountability systems. Use when you want to plan your year, set goals, or need a coach to help you stay focused. | https://github.com/BayramAnnakov/2026-coach | agent-skills.md | ||
69d74c12f184c7c620e34c99 | claude-task-from-obsidian | Execute tasks from Obsidian automation by reading task context and writing completion results back to the source file. Use when user says "execute Obsidian task", "выполни задачу из обсидиан", or prompt contains Obsidian file path plus line reference. | https://github.com/tekliner/improvado-agentic-frameworks-and-skills | agent-skills.md | ||
69d74c12f184c7c620e34c9a | clickhouse-internal-analytics | Query ClickHouse Palantir shard (internal_analytics) for business metrics, Jira, customers. Use when user says "internal analytics", "biz_active_customers", "Palantir", "agency_id lookup". NOT for client im_XXXX data. | https://github.com/tekliner/improvado-agentic-frameworks-and-skills | agent-skills.md | ||
69d74c12f184c7c620e34c9b | client-emails-extractor | Extract and organize client email communications from ClickHouse CS messages, filter non-client noise, and output clean markdown threads. Use when user says "extract client emails", "email threads for client", or requests client email communication analysis. | https://github.com/tekliner/improvado-agentic-frameworks-and-skills | agent-skills.md | ||
69d74c12f184c7c620e34c9c | agent-memory | Persist and retrieve repository-specific knowledge using AGENTS.md files. Use when you want to save important information about a codebase (build commands, code style, workflows) for future sessions. | https://github.com/openhands/skills | agent-skills.md | ||
69d74c12f184c7c620e34c9d | ai-news-digest | Multi-source AI news aggregation and digest generation with deduplication, classification, and source tracing. Supports 20+ sources, 5 theme categories, multi-language output (ZH/EN/JA), and image export. | https://github.com/deletexiumu/agentskills-hub | agent-skills.md | ||
69d74c12f184c7c620e34c9e | autonomous-skill | Use when user wants to execute long-running tasks that require multiple sessions to complete. This skill manages task decomposition, progress tracking, and autonomous execution using Codex non-interactive mode with auto-continuation. Trigger phrases include autonomous, long-running task, multi-session, 自主执行, 长时任务, auto... | https://github.com/myysophia/codex-config | agent-skills.md | ||
69d74c12f184c7c620e34c9f | claude-skill | Use when user asks to leverage claude or claude code to do something (e.g. implement a feature design or review codes, etc). Provides non-interactive automation mode for hands-off task execution without approval prompts. | https://github.com/myysophia/codex-config | agent-skills.md | ||
69d74c12f184c7c620e34ca0 | tanstack-integration | Find opportunities to improve web application code using TanStack libraries (Query, Table, Form, Router, etc.). Avoid man-with-hammer syndrome by applying TanStack after vanilla implementation works. | https://github.com/Dicklesworthstone/agent_flywheel_clawdbot_skills_and_integrations | agent-skills.md |
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SKILLMINE Dataset
Overview
SKILLMINE is the largest known empirical dataset of AI Agent Skills, comprising 857,956 valid records collected from five representative Skills marketplaces. This dataset provides a comprehensive foundation for analyzing the current landscape of AI Agent capabilities, ecosystem patterns, and cross-platform skill distribution.
Data Sources
The dataset covers five major distribution channels in the AI Agent Skills ecosystem, each with distinct platform characteristics:
| Marketplace | # Skills | Description |
|---|---|---|
| ClawHub | 66,818 | A versioned AI Agent Skills registry. Developers can browse, install, and publish AI Agent skill packages with npm-like ease, supporting version management and rollback. |
| agentskills.in | 197,761 | A universal AI Agent skills manager, npm-inspired and tailored for AI coding assistants. Supports multiple platforms including Claude, Cursor, and Copilot. |
| skills.lc | 302,218 | An Agent Skills Ecosystem for discovering, sharing, and installing reusable skills. Claims that a single command can significantly boost AI coding assistant performance. |
| skills.rest | 223,433 | A curated AI Agent Skills library emphasizing security, lightweight design, zero bloat, and free access. Focuses on providing high-quality, directly installable skills to enhance Agent capabilities. |
| agent-skills.md | 67,726 | A community-driven Agent Skills repository index. Helps users discover and integrate ready-to-use "capability packages" to make AI Agents more powerful and professional. |
| Total | 857,956 |
Data collected as of April 10, 2026.
Data Collection Methodology
Crawler Infrastructure
We developed a modular crawler framework to accommodate technical interface differences across platforms:
- API-based platforms: For marketplaces providing open REST/GraphQL interfaces, we batch-retrieved skill metadata and download links via official APIs, strictly adhering to
Rate-Limitheaders to control request frequency. - Web-only platforms: For platforms offering only web interfaces, we employed Headless Chrome (Puppeteer) for dynamic page rendering, combined with XPath and CSS selectors to extract structured metadata. User behavior simulation was used to trigger lazy-loaded content.
- Git-hosted repositories: For Git-based Skills (e.g., ClawHub), we obtained minimized snapshots via
git clone --depth=1, significantly reducing bandwidth overhead while preserving essential metadata.
Data Schema
For each Skill entry, we downloaded the complete release package (typically ZIP format), containing:
SKILL.md— skill definition and documentationscripts/— executable scripts (optional)references/— reference materials (optional)assets/— resource files (optional)
All raw packages are stored on a local server with directory indexing by platform name and skill ID.
Metadata Fields
To enable unified cross-platform analysis, we extracted the following lightweight metadata for each Skill:
Metadata Fields
| Field | Description |
|---|---|
_id |
Unique identifier for each Skill record |
name |
Skill name |
description |
Functional description |
author |
Skill author |
repo_url |
Original repository URL |
local_path |
Local ZIP package storage path |
last_updated |
Last update timestamp |
source_platform |
Source marketplace |
All metadata is stored in Redis for efficient retrieval and statistical analysis.
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