Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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workflow-bug-fix
Systematic approach to identifying, fixing, and validating bug fixes. Use when fixing bugs, resolving issues, or addressing errors.
majiayu000/claude-skill-registry 163
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llm-evaluation
LLM testing and evaluation tools including promptfoo, trulens, and evals frameworks
majiayu000/claude-skill-registry 163
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add-capacitor-android-tassadar2499-novatune
Add Capacitor wrapper for NovaTune Player Android app with secure storage (project)
majiayu000/claude-skill-registry 163
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communicate-with-s-c
Communication coaching for working with an SC (The Stabilizer) DISC type — consistent, thorough, practical. Covers do's, don'ts, meetings, email, feedback, and conflict. Powered by Crystal's DISC framework.
majiayu000/claude-skill-registry 163
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matlab
MATLAB and GNU Octave numerical computing for matrix operations, data analysis, visualization, and scientific computing. Use when writing MATLAB/Octave scripts for linear algebra, signal processing, image processing, differential equations, optimization, statistics, or creating scientific visualizations. Also use when the user needs help with MATLAB syntax, functions, or wants to convert between MATLAB and Python code. Scripts can be executed with MATLAB or the open-source GNU Octave interpreter.
majiayu000/claude-skill-registry 163
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step3
ONLY when user explicitly types /step3. Never auto-trigger on execute, run, or implement.
majiayu000/claude-skill-registry 163
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markdown-toc
Use when generating or updating Table of Contents in markdown files. Supports multiple files, glob patterns, configurable header levels, and various insertion modes. Triggered by "generate toc", "update toc", "table of contents", "add toc to markdown".
majiayu000/claude-skill-registry 163
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postgres-hybrid-text-search
Use this skill to implement hybrid search combining BM25 keyword search with semantic vector search using Reciprocal Rank Fusion (RRF).
**Trigger when user asks to:**
- Combine keyword and semantic search
- Implement hybrid search or multi-modal retrieval
- Use BM25/pg_textsearch with pgvector together
- Implement RRF (Reciprocal Rank Fusion) for search
- Build search that handles both exact terms and meaning
**Keywords:** hybrid search, BM25, pg_textsearch, RRF, reciprocal rank fusion, keyword search, full-text search, reranking, cross-encoder
Covers: pg_textsearch BM25 index setup, parallel query patterns, client-side RRF fusion (Python/TypeScript), weighting strategies, and optional ML reranking.
majiayu000/claude-skill-registry 163
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撰写创意电影影评
扮演影评人角色，撰写引人入胜且富有创意的电影评论，涵盖多个技术层面，重点强调情感共鸣，并避免剧透。
majiayu000/claude-skill-registry 163
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ilspy-decompile
Understand implementation details of .NET code by decompiling assemblies. Use when you want to see how a .NET API works internally, inspect NuGet package source, view framework implementation, or understand compiled .NET binaries.
majiayu000/claude-skill-registry 163
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test
Persistent verification mode. Use when the user explicitly says `/test` or clearly wants exhaustive test, QA, and fix loops before signoff, especially when they want you to keep grinding while they are away. Bias Codex toward running the relevant existing test stack, browser or desktop verification, and diagnosis repeatedly until the requested surface is verified or a real blocker remains.
majiayu000/claude-skill-registry 163
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inspiration-analyzer
Analyze websites for design inspiration, extracting colors, typography, layouts, and patterns. Use when you have specific URLs to analyze for a design project.
majiayu000/claude-skill-registry 163
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research
Autonomous goal-directed iteration loop. Define goal + metric + guard, iterate with specialist agents (perf-optimizer, sw-engineer, ai-researcher) until metric improves or limit reached. Supports GPU workloads via Colab MCP and team mode for parallel strategy exploration.
majiayu000/claude-skill-registry 163
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branch-create
Create a feature branch from naming convention and issue context.
majiayu000/claude-skill-registry 163
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ontology
Typed knowledge graph for structured agent memory and composable skills. Use when creating/querying entities (Person, Project, Task, Event, Document), linking related objects, enforcing constraints, planning multi-step actions as graph transformations, or when skills need to share state. Trigger on "remember", "what do I know about", "link X to Y", "show dependencies", entity CRUD, or cross-skill data access.
majiayu000/claude-skill-registry 163
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web-search-pro
Multi-engine web search with full parameter control. Supports Tavily, Exa, Serper, and SerpAPI
with domain filtering, date ranges, deep search, news mode, and content extraction.
Auto-selects the best engine based on query type and available API keys.
多引擎精细化搜索：支持域名过滤、日期范围、深度搜索、新闻模式、内容提取。
根据查询类型和可用 API Key 自动选择最优引擎。
majiayu000/claude-skill-registry 163
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flow-nexus-neural
Train and deploy neural networks in distributed E2B sandboxes with Flow Nexus
majiayu000/claude-skill-registry 163
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aoa-contract-test
majiayu000/claude-skill-registry 163
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gene-database
Query NCBI Gene via E-utilities/Datasets API. Search by symbol/ID, retrieve gene info (RefSeqs, GO, locations, phenotypes), batch lookups, for gene annotation and functional analysis.
majiayu000/claude-skill-registry 163
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af-enforce-doc-standards
Enforce AgentFlow documentation standards for frontmatter, linking, and structure. Use when validating documentation compliance, checking bidirectional links, or auditing file organization and markup patterns.
majiayu000/claude-skill-registry 163
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docx-to-markdown
[Document Processing] Convert Microsoft Word (.docx) files to Markdown with GFM support (tables, images, code blocks). Cross-platform.
majiayu000/claude-skill-registry 163
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cran-extrachecks
Prepare R packages for CRAN submission by checking for common ad-hoc requirements not caught by devtools::check(). Use when: (1) Preparing a package for first CRAN release, (2) Preparing a package update for CRAN resubmission, (3) Reviewing a package to ensure CRAN compliance, (4) Responding to CRAN reviewer feedback. Covers documentation requirements, DESCRIPTION field standards, URL validation, examples, and administrative requirements.
majiayu000/claude-skill-registry 163
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csharp-async
Get best practices for C# async programming
majiayu000/claude-skill-registry 163
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product
Interactive PRODUCT.md generation. Interviews you about mission, personas, value props, and competitive landscape, then generates a filled-in PRODUCT.md. Triggers: "product", "create product doc", "product definition", "who is this for".
majiayu000/claude-skill-registry 163