Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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nex-codebase-navigation
Navigate and index the NATS NEX codebase. Key codepaths, file structure, and architecture overview.
majiayu000/claude-skill-registry 163
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cynefin-classifier
Classify problems into Cynefin Framework domains (Clear, Complicated, Complex, Chaotic, Confusion) and recommend appropriate response strategies. Use when unsure how to approach a problem, facing analysis paralysis, or needing to choose between expert analysis and experimentation.
majiayu000/claude-skill-registry 163
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moai-alfred-expertise-detection
Enterprise AI-powered user expertise detection with behavioral analysis, communication pattern recognition, code complexity assessment, Context7 integration, and adaptive response calibration; activates for personalized guidance generation, complexity adjustment, tutorial depth selection, and communication style matching
majiayu000/claude-skill-registry 163
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discover-database
Automatically discover database skills when working with SQL, PostgreSQL, MongoDB, Redis, database schema design, query optimization, migrations, connection pooling, ORMs, or database selection. Activates for database design, optimization, and implementation tasks.
majiayu000/claude-skill-registry 163
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research-workflow
Systematic research workflow orchestrating multi-source research operations for comprehensive domain investigation. Sequential workflow from web search through GitHub exploration and documentation analysis to research synthesis. Use when researching new domains, gathering patterns, investigating technologies, or conducting comprehensive multi-source research for skill development.
majiayu000/claude-skill-registry 163
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python-dev-handbook
當要開發或修改 Python 程式碼時使用。
majiayu000/claude-skill-registry 163
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parallel-validate-prompts
Validate and fix parallel prompts for required sections
majiayu000/claude-skill-registry 163
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mastering-git-cli
Git CLI operations, workflows, and automation for modern development (2025). Use when working with repositories, commits, branches, merging, rebasing, worktrees, submodules, or multi-repo architectures. Includes parallel agent workflow patterns, merge strategies, conflict resolution, and large repo optimization. Triggers on git commands, version control, merge conflicts, worktree setup, submodule management, repository troubleshooting, branch strategy, rebase operations, cherry-pick decisions, and CI/CD git integration.
majiayu000/claude-skill-registry 163
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cfo-muzhicaomingwang-ai-ideas
majiayu000/claude-skill-registry 163
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bio-single-cell-markers-annotation
Find marker genes and annotate cell types in single-cell RNA-seq using Seurat (R) and Scanpy (Python). Use for differential expression between clusters, identifying cluster-specific markers, scoring gene sets, and assigning cell type labels.
majiayu000/claude-skill-registry 163
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deepchem
Molecular ML with diverse featurizers and pre-built datasets. Use for property prediction (ADMET, toxicity) with traditional ML or GNNs when you want extensive featurization options and MoleculeNet benchmarks. Best for quick experiments with pre-trained models, diverse molecular representations. For graph-first PyTorch workflows use torchdrug; for benchmark datasets use pytdc.
majiayu000/claude-skill-registry 163
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moai-lang-template-jg-chalk-io-nora-livekit-2
majiayu000/claude-skill-registry 163
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nextjs-developer
Use when building Next.js 14+ applications with App Router, server components, or server actions. Invoke for full-stack features, performance optimization, SEO implementation, production deployment.
majiayu000/claude-skill-registry 163
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traefik
Traefik v3 reverse proxy and load balancer for Kubernetes and Docker. Use when configuring Traefik entrypoints, HTTP/TCP/UDP routing, IngressRoute CRDs, middlewares (auth, rate limiting, headers, redirects), load balancing, TLS/ACME certificates, or Kubernetes Ingress annotations.
majiayu000/claude-skill-registry 163
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fal-audio-josiahsiegel-claude-plugin-market-952f83df
majiayu000/claude-skill-registry 163
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playwright-skill
Complete browser automation with Playwright. Auto-detects dev servers, writes clean test scripts to /tmp. Test pages, fill forms, take screenshots, check responsive design, validate UX, test login flows, check links, automate any browser task. Use when user wants to test websites, automate browser interactions, validate web functionality, or perform any browser-based testing.
majiayu000/claude-skill-registry 163
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EXECUTION
A high-precision implementation mode for the Claude-type AI to execute the plan with zero errors.
majiayu000/claude-skill-registry 163
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prime-session
Orient to current project by reading CLAUDE.md and architecture docs. Auto-invokes when Claude detects a new or unfamiliar repository. Can also be triggered by "orient me", "what is this project", or "prime session".
majiayu000/claude-skill-registry 163
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4pl-director
World-class
majiayu000/claude-skill-registry 163
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conditional-encapsulation
This rule enforces encapsulating nested conditionals into functions to improve clarity.
majiayu000/claude-skill-registry 163
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b2c-business-manager-extensions
Guide for creating Business Manager extension cartridges in Salesforce B2C Commerce
majiayu000/claude-skill-registry 163
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python-dev-handbook
當要開發或修改 Python 程式碼時使用。
majiayu000/claude-skill-registry 163
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statistical-analysis
Guided statistical analysis with test selection and reporting. Use when you need help choosing appropriate tests for your data, assumption checking, power analysis, and APA-formatted results. Best for academic research reporting, test selection guidance. For implementing specific models programmatically use statsmodels.
majiayu000/claude-skill-registry 163
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domain-storytelling
Collaborative domain modeling through pictographic stories. Use when gathering requirements, understanding business workflows, onboarding team members, or preparing for event storming. Follows Stefan Hofer & Henning Schwentner's methodology with actors, work objects, and activities.
majiayu000/claude-skill-registry 163