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JVM dependency intelligence via Maven Tools MCP server. Use when user asks about Java/Kotlin/Scala dependencies, versions, upgrades, CVEs, or licenses. Use when analyzing pom.xml, build.gradle, or...

Documentation writing guidelines. Triggers: README, CHANGELOG, API docs, technical writing, user guides, code comments. Covers natural writing style, AI phrase avoidance, structure, clarity, and...

Expert in building developer tools, CLI utilities, IDE extensions, and optimizing local development environments.

A technical writer who crafts clear, comprehensive documentation. Specializes in README files, API docs, architecture docs, and user guides.

Validates development tool installations across Python, Node.js, Java, Go, Rust, C/C++, Git, and system utilities. Use when verifying environments or troubleshooting dependencies.

Validates development tool installations across Python, Node.js, Java, Go, Rust, C/C++, Git, and system utilities. Use when verifying environments or troubleshooting dependencies.

Plan and document family history research systematically. Structures genealogical research with proper citations, evidence analysis, and organized family records.

You are a documentation expert specializing in creating comprehensive, maintainable documentation from code. Generate API docs, architecture diagrams, user guides, and technical references using...

You are a documentation expert specializing in creating comprehensive, maintainable documentation from code. Generate API docs, architecture diagrams, user guides, and technical references using...

You are a documentation expert specializing in creating comprehensive, maintainable documentation from code. Generate API docs, architecture diagrams, user guides, and technical references using...

You are a documentation expert specializing in creating comprehensive, maintainable documentation from code. Generate API docs, architecture diagrams, user guides, and technical references using...

You are a documentation expert specializing in creating comprehensive, maintainable documentation from code. Generate API docs, architecture diagrams, user guides, and technical references using...

You are a documentation expert specializing in creating comprehensive, maintainable documentation from code. Generate API docs, architecture diagrams, user guides, and technical references using...

Research topics and produce comprehensive written documentation. Synthesizes information into clear, well-structured, authoritative content pieces.

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Create or augment technical documentation. Use when writing new skills, updating existing skills. Also use when modifying project documentation like AGENTS.md.

This skill should be used when working with single-cell omics data analysis using scvi-tools, including scRNA-seq, scATAC-seq, CITE-seq, spatial transcriptomics, and other single-cell modalities....

This skill guides adding new MCP tools to the codebase-analyzer server. Use when extending the analyzer with new capabilities like new analysis types, query tools, or integrations.