ai-devkit is Mansa's shared home for AI-agent developer assets — skills, runnable tools, tutorials, and real cases. Discover what another team built, then have your agent adapt it to your own stack.
8 skills
A skill is a workflow plus conventions, not a binary. Every skill here is tagged for portability and ships a ready-made prompt you paste into Claude or Codex to regenerate it for your platform. Browse, copy the prompt, adapt.
Detect and optionally remove code noise — debug prints, transitional/obvious comments, and commented-out code — across languages. Pairs with smart-commit.
Create a well-structured GitHub issue with AI-inferred type, labels, and duplicate detection via gh — on any repo.
A structured extended-reasoning framework — decompose, explore options, analyze deeply, apply patterns, assess risk, and produce an implementation strategy — for any stack.
Analyze a branch's scope, run the test suite, fix failures to 100% pass, then conservatively annotate the branch plan's test section — on any stack.
Validate a feature branch's readiness (plan %, tests, hygiene), finalize and archive its plan, then create or update a PR against the base branch — on any GitHub repo.
Turn a GitHub issue (or a text description) into a branch or isolated worktree with an AI-generated development plan — on any repo.