Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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map-reduce
Orchestration pattern for large-scale processing where work is distributed,
processed independently, then combined. Map phase splits and processes,
Reduce phase aggregates results. Use for codebase-wide analysis, bulk
transformations, or any task where "do X to everything, then summarize."
majiayu000/claude-skill-registry 163
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vite
Vite configuration, plugins, optimization, HMR, and build customization.
majiayu000/claude-skill-registry 163
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dse-loop
Autonomous design space exploration loop for computer architecture and EDA. Runs a program, analyzes results, tunes parameters, and iterates until objective is met or timeout. Use when user says \"DSE\", \"design space exploration\", \"sweep parameters\", \"optimize\", \"find best config\", or wants iterative parameter tuning.
majiayu000/claude-skill-registry 163
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boltzgen
All-atom protein design using BoltzGen diffusion model. Use this skill when: (1) Need side-chain aware design from the start, (2) Designing around small molecules or ligands, (3) Want all-atom diffusion (not just backbone), (4) Require precise binding geometries, (5) Using YAML-based configuration.
For backbone-only generation, use rfdiffusion. For sequence-only design, use proteinmpnn. For structure validation, use boltz.
majiayu000/claude-skill-registry 163
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csharp-pro
Write modern C# code with advanced features like records, pattern matching, and async/await. Optimizes .NET applications, implements enterprise patterns, and ensures comprehensive testing. Use PROACTIVELY for C# refactoring, performance optimization, or complex .NET solutions.
majiayu000/claude-skill-registry 163
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tldr-prompt
Create tldr summaries for GitHub Copilot files (prompts, agents, instructions, collections), MCP servers, or documentation from URLs and queries.
majiayu000/claude-skill-registry 163
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media-transcript-search
Extract and search transcripts from multimedia sources (primarily YouTube). Allows finding specific topics within long content without watching the whole video.
majiayu000/claude-skill-registry 163
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aget-generate-report
Generate reports with metrics, findings, and visualizations
majiayu000/claude-skill-registry 163
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vercel-deployment
Expert knowledge for deploying to Vercel with Next.js Use when: vercel, deploy, deployment, hosting, production.
majiayu000/claude-skill-registry 163
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forge-auto-widget-layout
Add automatic widget layout to a ForgeUiContext application. Replace manual rect calculations with a stack-based cursor model supporting vertical/horizontal directions, padding, spacing, and nesting.
majiayu000/claude-skill-registry 163
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pymc
Bayesian modeling with PyMC. Build hierarchical models, MCMC (NUTS), variational inference, LOO/WAIC comparison, posterior checks, for probabilistic programming and inference.
majiayu000/claude-skill-registry 163
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spec-driven-mcp-converter
Convert any MCP (Model Context Protocol) server into a standalone CLI utility and auto-generate companion skill documentation through an 8-phase workflow with structural anti-skip enforcement. Prevents token optimization bias through per-phase reference loading, checkpoint persistence, Execute-Verify-Record enforcement, and artifact verification. Use when you have an MCP server (Puppeteer, filesystem, weather, database, etc.) and need to: (1) Create a standalone CLI wrapper that Claude Code can execute, (2) Auto-generate a skill so Claude understands how to use the CLI, (3) Bridge MCP async patterns into sync CLI patterns, or (4) Rapidly prototype tool integration without MCP server overhead. Always use this skill when the user runs /convert-mcp. Make sure to use this skill whenever the user mentions converting MCP servers, bridging MCP to CLI, wrapping MCP tools as commands, or generating CLI utilities from MCP definitions — even if they don't explicitly say "convert-mcp".
majiayu000/claude-skill-registry 163
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research-topic
Deep research on a technical topic for blog writing. Use when user says research, look into, explore, or provides a blog topic to investigate. Searches the web extensively and creates structured research notes with visual opportunity identification.
majiayu000/claude-skill-registry 163
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rank-tracker
Tracks and analyzes keyword ranking positions over time for both traditional search results and AI-generated responses. Monitors ranking changes, identifies trends, and alerts on significant movements.
majiayu000/claude-skill-registry 163
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compound-learnings
Transform session learnings into permanent capabilities (skills, rules, agents). Use when asked to "improve setup", "learn from sessions", "compound learnings", or "what patterns should become skills".
majiayu000/claude-skill-registry 163
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audit-prod
Production smoke test — navigate key pages, check console errors, network failures, and report findings
majiayu000/claude-skill-registry 163
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service-mesh-expert
Expert service mesh architect specializing in Istio, Linkerd, and cloud-native networking patterns. Masters traffic management, security policies, observability integration, and multi-cluster mesh con
majiayu000/claude-skill-registry 163
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aitask-contribution-review
Analyze a contribution issue, find related issues, and import as grouped or single task.
majiayu000/claude-skill-registry 163
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snowpipe-streaming-java
Stream data into Snowflake using the Java Snowpipe Streaming SDK. Use for: setting up RSA auth, building the JAR, running single or parallel streaming, JVM Arrow flags, troubleshooting. Triggers: java streaming, snowpipe java, stream data java, parallel streaming java, streaming SDK java, maven streaming, stream orders java.
majiayu000/claude-skill-registry 163
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meeting
Process meeting transcripts to extract reports, tasks, and memory. Handles "Process this meeting", action item extraction, meeting summaries. Calendar integration for scheduling context.
majiayu000/claude-skill-registry 163
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zipai-optimizer
Adaptive token optimizer: intelligent filtering, surgical output, ambiguity-first, context-window-aware, VCS-aware.
majiayu000/claude-skill-registry 163
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copywriting
Conversion copywriting formulas, headline templates, email copy patterns, landing page structures, CTA optimization, and writing style extraction. Activate for writing high-converting copy, crafting headlines, email campaigns, landing pages, or applying custom writing styles from assets/writing-styles/ directory.
majiayu000/claude-skill-registry 163
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Thanos Management
System maintenance, memory queries, and pattern analysis. USE WHEN user mentions system, memory, patterns, history, past conversations, what did I, or meta-level system questions.
majiayu000/claude-skill-registry 163
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xuezh
Teach Mandarin using the xuezh engine for review, speaking, and audits.
majiayu000/claude-skill-registry 163