Deep Wiki
Use when generating comprehensive documentation for a codebase, creating wiki pages, documenting architecture, or when the user mentions "deep wiki", "codebase documentation", or "generate docs".
System Performance
Use when analyzing system performance, debugging performance issues, investigating bottlenecks, or when the user mentions "performance analysis", "USE method", "flame graphs", "Brendan Gregg", or "system performance".
Mcp Server Template
This template provides a streamlined foundation for building Model Context Protocol (MCP) servers in Python. It's designed to make AI-assisted development of MCP tools easier and more efficient.
Alertmanager Mcp Server
A Model Context Protocol (MCP) server that enables AI assistants to integreate with Prometheus Alertmanager
Uv
Use `uv` instead of pip/python/venv. Run scripts with `uv run script.py`, add deps with `uv add`, use inline script metadata for standalone scripts.
Security Expert
Use when analyzing security vulnerabilities, conducting security reviews, checking for common vulnerabilities, or when the user mentions "security", "vulnerability", "CVE", "OWASP", or "penetration test".
Conventional Commits
Use when creating git commits, writing commit messages, or when the user mentions conventional commits, semantic versioning, or automated changelog generation.
Frontend Design
Design and implement distinctive, production-ready frontend interfaces with strong aesthetic direction. Use when asked to create or restyle web pages, components, or applications (HTML/CSS/JS, React, Vue, etc.).
Summarize
Fetch a URL or convert a local file (PDF/DOCX/HTML/etc.) into Markdown using `uvx markitdown`, optionally it can summarize
Repo Analyzer
Use when the user mentions "analyzing a project", "analyzing a repository", "analyzing GitHub", "project analysis", "source code analysis", "architecture analysis", "code analysis", "studying this project", "studying this framework", "seeing how this library is implemented", "comparing two projects", "project evaluation", "framework evaluation
Native Web Search
Trigger native web search. Use when you need quick internet research with concise summaries and full source URLs.
Skill Authoring
Use when creating, editing, auditing, or validating Agent Skills. Covers TDD-based creation and specification compliance auditing.
Code Reviewer
Use when reviewing code, conducting code reviews, analyzing pull requests, or when the user mentions "code review", "PR review", "code quality", or "static analysis".