Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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axiom-ios-data
Use when working with ANY data persistence, database, axiom-storage, CloudKit, migration, or serialization. Covers SwiftData, Core Data, GRDB, SQLite, CloudKit sync, file storage, Codable, migrations.
majiayu000/claude-skill-registry 163
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lit-search
Build systematic literature databases for sociology research using OpenAlex API. Guides you through search, screening, snowballing, annotation, and synthesis with structured user interaction at each stage.
majiayu000/claude-skill-registry 163
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mcp-protocol
Model Context Protocol (MCP) 仕様と実装パターン。サーバー設定、ツール定義、LLM統合向けJSONスキーマ設計を提供。
Anchors:
• MCP Official Specification / 適用: プロトコルバージョン、メッセージフォーマット / 目的: 仕様準拠
• JSON Schema Draft-07 / 適用: inputSchemaバリデーション / 目的: 型安全ツール定義
• The Pragmatic Programmer / 適用: DRY、直交性 / 目的: 保守性の高い設定
Trigger:
Use when configuring MCP servers, designing tool definitions with JSON Schema,
validating MCP protocol compliance, or troubleshooting connection/timeout errors.
majiayu000/claude-skill-registry 163
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Multi-Agent Coordination
This skill should be used when the user asks about "multi-agent coordination", "agent spawning", "parallel agents", "agent communication", "team coordination", "sub-agent management", "agent limits", "agent layers", or needs guidance on coordinating multiple agents for complex tasks.
majiayu000/claude-skill-registry 163
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hypothesis-generation
Structured hypothesis formulation from observations. Use when you have experimental observations or data and need to formulate testable hypotheses with predictions, propose mechanisms, and design experiments to test them. Follows scientific method framework. For open-ended ideation use scientific-brainstorming; for automated LLM-driven hypothesis testing on datasets use hypogenic.
majiayu000/claude-skill-registry 163
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coderabbit-debug-bundle
Collect CodeRabbit debug evidence for support tickets and troubleshooting.
Use when encountering persistent issues, preparing support tickets,
or collecting diagnostic information for CodeRabbit problems.
Trigger with phrases like "coderabbit debug", "coderabbit support bundle",
"collect coderabbit logs", "coderabbit diagnostic".
majiayu000/claude-skill-registry 163
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url-content-loading
A URL content loading tool that extracts text or metadata from URLs across multiple platforms (YouTube, PTT, Twitter/X, Truth Social, Reddit, GitHub, and more). Use this when you need to load and extract content from social posts, videos, documents, or code repositories for scraping, data extraction, or content analysis.
majiayu000/claude-skill-registry 163
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aurora-tools-scripts
SQL migrations and stored procedures management in the tools bounded context. Trigger: Creating migrations, procedures, functions, triggers, or sequences for PostgreSQL.
majiayu000/claude-skill-registry 163
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react-frontend
React components for Chat, Evaluation, Report, Admin with TypeScript, Tailwind, hooks
majiayu000/claude-skill-registry 163
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asyncapi-authoring
Author and validate AsyncAPI 3.0 specifications for event-driven API design, message brokers, and async communication patterns
majiayu000/claude-skill-registry 163
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elna
Elna Company MPN encoding patterns, suffix decoding, and handler guidance. Use when working with Elna audio-grade aluminum electrolytic capacitors and supercapacitors.
majiayu000/claude-skill-registry 163
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smart-debug
AI-assisted debugging specialist with deep knowledge of modern debugging tools, observability platforms, and automated root cause analysis.
majiayu000/claude-skill-registry 163
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cardano-protocol-params
Protocol parameters: fetch pparams, understand fees, min-UTxO, execution budgets. Read-only diagnostics.
majiayu000/claude-skill-registry 163
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youtube-videos
Transcribe and analyze YouTube videos
majiayu000/claude-skill-registry 163
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localai
Run local AI models with LocalAI. Deploy OpenAI-compatible API for LLMs, embeddings, audio, and images. Use for self-hosted AI, offline inference, and privacy-focused AI deployments.
majiayu000/claude-skill-registry 163
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agentuity-cli-cloud-sandbox-get
Get information about a sandbox. Requires authentication. Use for Agentuity cloud platform operations
majiayu000/claude-skill-registry 163
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rust-ebpf
eBPF 与内核模块专家。处理 eBPF program, kernel module, map, tail call, perf event, 跟踪, 内核探针, 性能分析
majiayu000/claude-skill-registry 163
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buck2-rule-basics
Guide users through writing their first Buck2 rule to learn fundamental concepts including rules, actions, targets, configurations, analysis, and select(). Use this skill when users want to learn Buck2 basics hands-on or need help understanding rule writing.
majiayu000/claude-skill-registry 163
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google-adk-python
Build AI agents with Google ADK Python (Agent Development Kit). Use for multi-agent systems, workflow agents (sequential/parallel/loop), Vertex AI deployment, tool integration, human-in-the-loop.
majiayu000/claude-skill-registry 163
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bknd-bulk-operations
Use when performing bulk insert, update, or delete operations in Bknd. Covers createMany, updateMany, deleteMany, batch processing with progress, chunking large datasets, error handling strategies, and transaction-like patterns.
majiayu000/claude-skill-registry 163
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training-llms-megatron
Trains large language models (2B-462B parameters) using NVIDIA Megatron-Core with advanced parallelism strategies. Use when training models >1B parameters, need maximum GPU efficiency (47% MFU on H100), or require tensor/pipeline/sequence/context/expert parallelism. Production-ready framework used for Nemotron, LLaMA, DeepSeek.
majiayu000/claude-skill-registry 163
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sveltekit-data-flow
SvelteKit data flow guidance. Use for load functions, form actions, and server/client data. Covers +page.server.ts vs +page.ts, serialization, fail(), redirect(), error().
majiayu000/claude-skill-registry 163
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go-security-audit
Security audit for Go backend code and SDKs. Covers Go-specific vulnerabilities, common security pitfalls, and best practices. Use when auditing Go codebases.
majiayu000/claude-skill-registry 163
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supervised-learning
Build production-ready classification and regression models with hyperparameter tuning
majiayu000/claude-skill-registry 163