madflojo

Learn a project quickly by reading docs, code, configs, and tests to summarize purpose, architecture, tech stack, and conventions. Use at the start of a task or when the user asks for a repo overview.

Generate a Conventional Commit message and perform a git commit for staged changes. Use when the user asks to commit changes, wants a commit message, or needs Conventional Commits guidance.

Review current-branch changes and open a GitHub pull request using gh. Use when the user asks to open/create a PR, prepare a PR title/body, or summarize changes for review.

Go engineering style guide for designing packages, services, and CLIs. Use for any Go work creating or reviewing packages/APIs, PR reviews, refactors/restructures, error/logging patterns, config/constructors, testing, and benchmarks.

Generate a polished, accurate README.md from a repository by inspecting code, config, and structure. Use when bootstrapping a README, refreshing docs, or the user asks for project overview/getting started instructions.

Generate missing idiomatic Go doc comments (godoc) for packages, types, funcs, methods, vars/consts, and struct fields, and output a unified diff patch. Use when improving Go documentation coverage.

Review Go packages for missing or non-idiomatic godoc comments and produce a concise coverage report and findings without modifying files. Use when auditing Go documentation quality.

Produce a structured review of code or documentation with category ratings, an overall score, a checklist, and actionable improvement suggestions. Use when the user asks for a review, feedback, or critique.

Provides Go (Golang) engineering guidance for designing packages, services, and CLIs. Use whenever the task involves Go implementation, refactors, code reviews, API design, package layout, interfaces, constructors/config, error handling, logging, dependency or framework selection, HTTP/service wiring, concurrency/lifecycle, tests, benchmarks, godoc, or maintainability decisions.

Provides fast, evidence-backed repository triage for unfamiliar codebases and produces a summary of purpose, architecture, tech stack, workflows, conventions, and key files without overstating certainty. Use when the task involves a repo overview, architecture summary, onboarding context, or quick identification of a repository's main components and capabilities.

Produces a structured code review or documentation review with category ratings, an overall score, a checklist, and actionable improvement suggestions. Use when the task involves code review, documentation review, PR review, feedback, or critique.

Prepares and publishes a polished GitHub pull request with `gh`, including PR title and body drafting, branch review summaries, draft-vs-ready guidance, and `gh pr create` workflows. Use when the task involves opening, drafting, publishing, or summarizing a GitHub pull request for the current branch.

Generates polished Conventional Commit messages with a light, contextual wink and performs safe non-interactive git commits for already-reviewed changes. Use when the task involves committing changes, drafting a git commit message, applying Conventional Commits, or turning a coherent staged diff into a final commit without disturbing the user's staging choices.