Create, improve, audit, or synchronize a software project's README.md. Use when the user asks to write a README, organize project documentation, improve a GitHub project homepage, add installation and usage instructions, update a README after code or configuration changes, or check whether a README is accurate…
Use before hand-rolling a general mechanism such as retry, backoff, validation, date/time handling, state management, authentication/authorization, caching, serialization, CLI argument parsing, or cryptographic hashing, to evaluate existing library solutions before deciding to write it yourself. Does not apply to…
Connect a supported code project to a local Docker SonarQube (default http://127.0.0.1:9000), creating the project, running the analysis, and verifying the Quality Gate with the host's existing sonar-scanner or build-tool plugin. Use when the user asks to introduce, configure, run, or troubleshoot a local SonarQube…
Perform evidence-driven, repository-wide bug discovery and engineering risk audits in either unscored Rapid mode or Comprehensive mode with a risk-weighted 0-100 quality score. Use when the user explicitly requests a whole-repository bug hunt, repository-wide risk review, overall engineering quality score, or complete…
Batch-fix code quality and security issues reported by a self-hosted SonarQube instance via an already-configured SonarQube MCP connection, then verify and rescan. Use whenever the user asks to fix, clear, triage, or work through SonarQube issues, or mentions their Sonar quality gate failing. Language-agnostic…