Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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ralph-bugbot
Loop-aware skill for iteratively addressing bugbot feedback on PRs. Fetches unresolved bugbot comments, triages them, fixes valid bugs, resolves false positives, and commits changes. Designed to be used with ralph-loop.
majiayu000/claude-skill-registry 163
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AgentDB Learning Plugins
Create and train AI learning plugins with AgentDB's 9 reinforcement learning algorithms. Includes Decision Transformer, Q-Learning, SARSA, Actor-Critic, and more. Use when building self-learning agents, implementing RL, or optimizing agent behavior through experience.
majiayu000/claude-skill-registry 163
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semantic-caching
Redis semantic caching for LLM applications. Use when implementing vector similarity caching, optimizing LLM costs through cached responses, or building multi-level cache hierarchies.
majiayu000/claude-skill-registry 163
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fine-tune
Use when you need to fine-tune(ファインチューニング) and optimize LangGraph applications based on evaluation criteria. This skill performs iterative prompt optimization for LangGraph nodes without changing the graph structure.
majiayu000/claude-skill-registry 163
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pr-description-generator
Generate comprehensive pull request descriptions with summaries and test plans. Use when creating PR descriptions or documenting code changes.
majiayu000/claude-skill-registry 163
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sqlmesh
SQLMesh patterns for data transformation with column-level lineage and virtual environments. Use when building data pipelines that need advanced features like automatic DAG inference and efficient incremental processing.
majiayu000/claude-skill-registry 163
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pr-approver
PR を承認（approve）する。「PR 承認」「PR を approve」「approve して」「PR を通す」「LGTM」「PR OK」「マージ許可」などで起動。レビュー後に承認コメントを投稿。
majiayu000/claude-skill-registry 163
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fastled-color-specialist
FastLED color expert for palette generation, color math, performance optimization, and LED effect debugging across any FastLED project.
majiayu000/claude-skill-registry 163
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view-file
Fetch raw file content from GitHub URLs. Trigger when user shares a GitHub file link (https://github.com/user/repo/blob/main/file.go) and wants to view the source code. Avoids HTML/JS clutter from WebFetch.
majiayu000/claude-skill-registry 163
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comment-lister
List comments on issues with optional filtering via Fractary CLI
majiayu000/claude-skill-registry 163
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nodejs-expert
Expert Node.js and TypeScript development assistant. Use when writing, reviewing, or debugging Node.js code, TypeScript projects, async programming, streams, performance optimization, or npm packages.
majiayu000/claude-skill-registry 163
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sync-claude-md
Synchronize project CLAUDE.md with recent codebase changes by analyzing git history, reviewing against official Anthropic best practices using parallel agents, and proposing comprehensive updates. Use when CLAUDE.md is outdated or doesn't exist.
majiayu000/claude-skill-registry 163
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Perf Reviewer
Review code for performance issues and run benchmarks. Use when user asks to analyze performance, compare AILANG vs Python vs Go, run benchmarks, or review code for optimization opportunities.
majiayu000/claude-skill-registry 163
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base
Define reusable capabilities for an agent, enabling complex workflows and enhancing functionality without code.
majiayu000/claude-skill-registry 163
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safe-file-reader
Read files without making changes. Use when you need read-only file access.
majiayu000/claude-skill-registry 163
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pal-mcporter
Run PAL MCP tools (precommit, codereview, secaudit, debug, apilookup, listmodels, etc.) via the `mcporter` CLI against the PAL stdio MCP server (`uvx … pal-mcp-server`) instead of configuring PAL as a Codex MCP server in `~/.codex/config.toml`. Use when you want shell/script-friendly PAL runs, want to avoid MCP tool-schema context overhead, or need PAL access in an environment without Codex MCP wiring.
majiayu000/claude-skill-registry 163
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automem-search
Search, filter, and retrieve Claude/Codex history indexed by the automem CLI. Use when the user wants to index history, run lexical/semantic/hybrid search, fetch full transcripts, or produce LLM-friendly JSON output for RAG.
majiayu000/claude-skill-registry 163
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refactor-form-to-builder
将传统表单页面重构为使用 FormBuilderWrapper 的声明式表单。自动检测表单字段，检查是否有对应的封装 field 组件，如果没有则先创建 field 包装器，然后将表单转换为 FormFieldConfig 列表形式，减少重复代码
majiayu000/claude-skill-registry 163
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codebase-discovery-expert
Expert in codebase archaeology and documentation retrieval. Use this when starting new project phases, refactoring large modules, or integrating new frameworks.
majiayu000/claude-skill-registry 163
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unity-editor-operations
Use this skill when operating Unity Editor. Supports creating/modifying GameObjects, transforms, materials, scenes, prefabs, lights, cameras, UI, and terrain via JSON commands. MUST invoke first to get correct command format before executing.
majiayu000/claude-skill-registry 163
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notion
Notion API for creating and managing pages, databases, and blocks.
majiayu000/claude-skill-registry 163
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bun-development
Bun build system, development workflow, and TypeScript patterns. Use when working with Bun projects, setting up development environment, or managing dependencies with Bun package manager.
majiayu000/claude-skill-registry 163
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rbac-permissions-builder
Implements role-based access control with permission matrix, route guards, policy functions, and UI permission hints. Provides middleware/guards, helper utilities, test suggestions, and permission checking patterns. Use when building "RBAC", "permissions", "access control", or "authorization".
majiayu000/claude-skill-registry 163
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julia-development
Expert guidance for Julia package development following SciML standards, Distributions.jl patterns, and Julia ecosystem best practices
majiayu000/claude-skill-registry 163