Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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Survival Analysis
Analyze time-to-event data, calculate survival probabilities, and compare groups using Kaplan-Meier and Cox proportional hazards models
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gh-address-comments
Help address review/issue comments on the open GitHub PR for the current branch using gh CLI; verify gh auth first and prompt the user to authenticate if not logged in.
majiayu000/claude-skill-registry 163
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swarm-self-heal
Swarm reliability watchdog for OpenClaw — validates gateway/channel and every lane, performs bounded recovery, and emits auditable receipts.
majiayu000/claude-skill-registry 163
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lang-swift-dev
Foundational Swift development patterns covering modern Swift syntax, SwiftUI, protocol-oriented programming, and Cocoa Touch frameworks. Use when writing Swift code, building iOS/macOS/watchOS/tvOS applications, working with SwiftUI or UIKit, understanding Swift concurrency, or needing guidance on Swift project structure.
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tool-selection
CLI-first tool selection policy for Claude Code. Use when choosing between CLI tools and MCP servers, designing new agents, or reviewing agent tool configurations. Do NOT use for executing commands or running tools -- this is for tool selection decisions during agent/config design only.
majiayu000/claude-skill-registry 163
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docker
Guide for using Docker - a containerization platform for building, running, and deploying applications in isolated containers. Use when containerizing applications, creating Dockerfiles, working with Docker Compose, managing images/containers, configuring networking and storage, optimizing builds, deploying to production, or implementing CI/CD pipelines with Docker.
majiayu000/claude-skill-registry 163
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web-search
Web search and content extraction with Tavily and Exa via inference.sh CLI. Apps: Tavily Search, Tavily Extract, Exa Search, Exa Answer, Exa Extract. Capabilities: AI-powered search, content extraction, direct answers, research. Use for: research, RAG pipelines, fact-checking, content aggregation, agents. Triggers: web search, tavily, exa, search api, content extraction, research, internet search, ai search, search assistant, web scraping, rag, perplexity alternative
majiayu000/claude-skill-registry 163
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token-optimization
尚书省首次调用时加载的 Token 优化策略，定义运行模式拆分、会话复用与上下文管理
majiayu000/claude-skill-registry 163
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review
Code review current changes against project standards
majiayu000/claude-skill-registry 163
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act-code-reviewer
Review JusticeHub code against ACT ecosystem values. Enforces cultural protocols, ALMA principles, and regenerative design.
majiayu000/claude-skill-registry 163
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datamol
Pythonic wrapper around RDKit with simplified interface and sensible defaults. Preferred for standard drug discovery including SMILES parsing, standardization, descriptors, fingerprints, clustering, 3D conformers, parallel processing. Returns native rdkit.Chem.Mol objects. For advanced control or custom parameters, use rdkit directly.
majiayu000/claude-skill-registry 163
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MCP Integration
This skill should be used when the user asks to "add MCP server", "integrate MCP", "configure MCP in plugin", "use .mcp.json", "set up Model Context Protocol", "connect external service", mentions "${CLAUDE_PLUGIN_ROOT} with MCP", or discusses MCP server types (SSE, stdio, HTTP, WebSocket). Provides comprehensive guidance for integrating Model Context Protocol servers into Claude Code plugins for external tool and service integration.
majiayu000/claude-skill-registry 163
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process-commit
PRを作成する前に分割commitが必要な時に自動的に呼び出す必要があるスキルです
majiayu000/claude-skill-registry 163
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ai-sdk-5
Vercel AI SDK 5 patterns. Trigger: When building AI chat features - breaking changes from v4.
majiayu000/claude-skill-registry 163
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configure-ecc
Everything Claude Code 的交互式安装程序 — 引导用户选择并安装技能和规则到用户级或项目级目录，验证路径，并可选择优化已安装文件。
majiayu000/claude-skill-registry 163
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release-notes-writer
Automatically generate user-facing release notes from git commits, pull requests, changelogs, and code changes. Use when preparing software releases, creating version announcements, documenting what changed between versions, or communicating updates to users. Analyzes commit messages, PR descriptions, and code diffs to produce categorized markdown release notes organized by New Features, Improvements, Bug Fixes, and Breaking Changes. Focuses on user-visible changes while filtering out internal/technical details. Triggers when users ask to generate release notes, create changelog, write version announcement, or summarize changes for a release.
majiayu000/claude-skill-registry 163
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workflow-req-plan
Requirement-level progressive roadmap planning with issue creation. Decomposes requirements into convergent layers or task sequences, creates issues via ccw issue create, and generates roadmap.md for human review. Issues stored in .workflow/issues/issues.jsonl (single source of truth).
majiayu000/claude-skill-registry 163
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automate-whatsapp
Build WhatsApp automations with Kapso workflows: configure WhatsApp triggers, edit workflow graphs, manage executions, deploy functions, and use databases/integrations for state. Use when automating WhatsApp conversations and event handling.
majiayu000/claude-skill-registry 163
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ecom-ai-image-ads
Generate a daily ecom image-ad plan + prompt packs from foundation docs and competitor ad examples; includes a winner→variants loop and creative registry tagging.
majiayu000/claude-skill-registry 163
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code-search
Token-efficient codebase exploration using MCP-first approach. Locates functions, classes, patterns, and traces dependencies with 80-90% token savings. Use when searching code, finding implementations, or tracing call chains.
majiayu000/claude-skill-registry 163
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nean-deploy
Deployment checklist and setup for NEAN projects targeting Docker, AWS, or Kubernetes.
majiayu000/claude-skill-registry 163
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health
Run condition-based vault health diagnostics. 8 categories — schema compliance, orphan detection, link health, description quality, three-space boundaries, processing throughput, stale notes, MOC coherence. 3 modes — quick (schema+orphans+links), full (all 8), three-space (boundary violations only). Returns actionable FAIL/WARN/PASS report with specific fixes ranked by impact. Triggers on "/health", "check vault health", "maintenance report", "what needs fixing".
majiayu000/claude-skill-registry 163
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malware-report-writer
Professional malware analysis report creation for enterprise malware analysis and incident response. Use when the user needs to create, structure, or improve a malware analysis report, write technical documentation for malware samples, create executive summaries, or format IOCs and detection rules for professional delivery.
majiayu000/claude-skill-registry 163
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web-artifacts-builder
Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state management, routing, or shadcn/ui components - not for simple single-file HTML/JSX artifacts.
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