Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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moe-training
Train Mixture of Experts (MoE) models using DeepSpeed or HuggingFace. Use when training large-scale models with limited compute (5× cost reduction vs dense models), implementing sparse architectures like Mixtral 8x7B or DeepSeek-V3, or scaling model capacity without proportional compute increase. Covers MoE architectures, routing mechanisms, load balancing, expert parallelism, and inference optimization.
majiayu000/claude-skill-registry 163
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gemini-api
Google Gemini API integration for building AI-powered applications. Use when working with Google's Gemini API, Python SDK (google-genai), TypeScript SDK (@google/genai), multimodal inputs (image, video, audio, PDF), thinking/reasoning features, streaming responses, structured outputs with JSON schemas, multi-turn chat, system instructions, image generation (Nano Banana), video generation (Veo), music generation (Lyria), embeddings, document/PDF processing, or any Gemini API integration task. Triggers on mentions of Gemini, Gemini 3, Gemini 2.5, Google AI, Nano Banana, Veo, Lyria, google-genai, or @google/genai SDK usage.
majiayu000/claude-skill-registry 163
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context-loader
Load project context from .claude/ directory at the start of every task. This ensures Gemini CLI has the same coding rules, design decisions, and library constraints as Claude Code.
majiayu000/claude-skill-registry 163
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dependency-upgrade
Secure dependency upgrades with supply chain protection, cooldowns, and staged rollout. Use when upgrading deps, configuring security policies, or preventing supply chain attacks.
majiayu000/claude-skill-registry 163
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python-pro
Use when building Python 3.11+ applications requiring type safety, async programming, or production-grade patterns. Invoke for type hints, pytest, async/await, dataclasses, mypy configuration.
majiayu000/claude-skill-registry 163
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nextjs
Build Next.js 16 apps with App Router, Server Components/Actions, Cache Components ("use cache"), and async route params. Includes proxy.ts and React 19.2. Prevents 25 documented errors.
Use when: building Next.js 16 projects, or troubleshooting async params (Promise types), "use cache" directives, parallel route 404s, Turbopack issues, i18n caching, navigation throttling.
majiayu000/claude-skill-registry 163
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pentest-vuln-analyzer
Correlate scanner results with CVE and exploit intelligence and prioritize by CVSS and exploitability.
majiayu000/claude-skill-registry 163
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game-development
Game development orchestrator. Routes to platform-specific skills based on project needs.
majiayu000/claude-skill-registry 163
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commit-work
Create high-quality git commits: review/stage intended changes, split into logical commits, and write clear commit messages (including Conventional Commits). Use when the user asks to commit, craft a commit message, stage changes, or split work into multiple commits.
majiayu000/claude-skill-registry 163
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rpi
Full RPI lifecycle orchestrator. Delegates to /discovery, /crank, /validation phase skills. One command, full lifecycle with complexity classification, --from routing, and optional loop. Triggers: "rpi", "full lifecycle", "research plan implement", "end to end".
majiayu000/claude-skill-registry 163
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md-to-word
Convert Markdown with Mermaid diagrams to professional Word documents
majiayu000/claude-skill-registry 163
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api-pattern-extractor
API 模式提取工具。从捕获的流量中自动提取 API 模式、参数规范、认证方式、数据结构，生成 OpenAPI 规范和可复用代码。
majiayu000/claude-skill-registry 163
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data-engineer
majiayu000/claude-skill-registry 163
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systematic-debugging
Use when encountering any bug, test failure, or unexpected behavior.
ALWAYS find root cause before attempting fixes. Symptom fixes are failure.
majiayu000/claude-skill-registry 163
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mcp-management
Manage Model Context Protocol (MCP) servers - discover, analyze, and execute tools/prompts/resources from configured MCP servers. Use when working with MCP integrations, need to discover available MCP capabilities, filter MCP tools for specific tasks, execute MCP tools programmatically, access MCP prompts/resources, or implement MCP client functionality. Supports intelligent tool selection, multi-server management, and context-efficient capability discovery.
majiayu000/claude-skill-registry 163
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screenshots
Generate marketing screenshots of your app using Playwright. Use when the user wants to create screenshots for Product Hunt, social media, landing pages, or documentation.
majiayu000/claude-skill-registry 163
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counterexample-explainer
Explain why counterexamples violate specifications by analyzing formal specifications (temporal logic, invariants, pre/postconditions, code contracts), informal requirements (user stories, acceptance criteria), test specifications (assertions, property-based tests), and providing step-by-step traces showing state changes, comparing expected vs actual behavior, identifying root causes, and assessing violation impact. Use when debugging test failures, understanding model checker output, explaining runtime assertion violations, analyzing static analysis warnings, or teaching specification concepts. Produces structured markdown explanations with traces, comparisons, state diagrams, and cause chains. Triggers when users ask why something failed, explain a violation, understand a counterexample, debug a specification, or analyze why a test fails.
majiayu000/claude-skill-registry 163
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seo-content-planner
Creates comprehensive content outlines and topic clusters for SEO. Plans content calendars and identifies topic gaps. Use PROACTIVELY for content strategy and planning.
majiayu000/claude-skill-registry 163
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modern-editorial-top-view-portrait
This prompt instructs an image model to generate a hyper-realistic, magazine-style 8K editorial portrait from a top-down, slightly diagonal viewpoint, preserving the subject’s identity and natural features while placing them seated cross-legged on a bright red floor in oversized black streetwear with a left-ear earring. It specifies cinematic, dramatic overhead lighting that casts long shadows, arranges several best-selling novels neatly around the subject, and adds a small, subtle transparent text element in a bottom corner, resulting in a modern, high-detail fashion-editorial composition without logos, watermarks, or stylistic drift into non-photorealistic genres.
majiayu000/claude-skill-registry 163
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chroma
Open-source embedding database for AI applications. Store embeddings and metadata, perform vector and full-text search, filter by metadata. Simple 4-function API. Scales from notebooks to production clusters. Use for semantic search, RAG applications, or document retrieval. Best for local development and open-source projects.
majiayu000/claude-skill-registry 163
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financial-model
majiayu000/claude-skill-registry 163
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windows-hook-debugging
Windows环境下Claude Code插件Hook执行错误的诊断与修复。当遇到hook error、cannot execute binary file、.sh regex误匹配、WSL/Git Bash冲突时使用。
majiayu000/claude-skill-registry 163
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bash-linux
Bash/Linux terminal patterns. Critical commands, piping, error handling, scripting. Use when working on macOS or Linux systems.
majiayu000/claude-skill-registry 163
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using-graph-databases
Graph database implementation for relationship-heavy data models. Use when building social networks, recommendation engines, knowledge graphs, or fraud detection. Covers Neo4j (primary), ArangoDB, Amazon Neptune, Cypher query patterns, and graph data modeling.
majiayu000/claude-skill-registry 163