Review code for correctness, readability, performance, and security. The skill helps identify bugs and edge cases, explain why a change matters, and offer practical alternatives so feedback is clear and actionable.
- Checking a change for bugs and edge cases
- Reviewing code for readability and maintainability
- Spotting performance or security concerns
PrefectHQ/fastmcp☆ 28.2KUpdated Oct 29, 2026
Write and revise FastMCP documentation pages with consistent structure, clear explanations, and runnable code examples. Covers accessibility, link and Python checks, and the publishing steps needed to confirm changes reach the live site.
- Documenting a new FastMCP feature
- Reworking an existing documentation page
- Reviewing accessibility and page consistency
PrefectHQ/fastmcp☆ 28.2KUpdated Oct 29, 2026
Discover MCP servers and inspect their available tools from the command line, then invoke operations with typed arguments or JSON. Use local files, remote endpoints, or configured server names, and return structured output for scripts.
- Finding MCP servers configured in editors or a project
- Inspecting available tools and input definitions
- Calling tools on local or remote MCP servers
PrefectHQ/fastmcp☆ 28.2KUpdated Oct 29, 2026
Build, extend, or review Python FastMCP servers using documentation for the installed version. Design operations that agents can discover and use, then check input definitions, results, error handling, and representative agent workflows.
- Building an MCP server with Python FastMCP
- Adding tools, resources, or reusable prompts
- Reviewing input definitions and error handling
PrefectHQ/fastmcp☆ 28.2KUpdated Oct 29, 2026
Take a selected FastMCP bug from a reproducible failure to a focused fix. Check compatibility, run required validation, prepare a pull request, and follow automated checks and review feedback after publication.
- Fixing a reproducible FastMCP bug
- Checking compatibility before publishing a fix
- Following checks and feedback after opening a pull request
PrefectHQ/fastmcp☆ 28.2KUpdated Oct 29, 2026
Write regression tests that catch recurring bugs in FastMCP changes using pytest. Covers reproducing failures before a fix, testing requests without a network server, and checking outgoing requests while replacing external services with test substitutes.
- Reproducing a bug before testing its fix
- Testing MCP behavior without a network server
- Checking requests sent to external services
PrefectHQ/fastmcp☆ 28.2KUpdated Oct 29, 2026