build-fix

You can incrementally fix pytest and ruff errors by running a guided fix loop that reads failures, explains issues, proposes minimal changes, applies fixes, and re-runs checks. This Skill automates that exact workflow for Python projects.

Incrementally resolving mypy type checking errors is best done with a guided fix workflow that diagnoses failures, proposes minimal code changes, and re-runs checks to verify results. This approach stops safely after three attempts if errors persist.

Yes, you can fix Python build failures across pytest, ruff, and mypy simultaneously. The workflow identifies and categorizes failures from all three tools, applies targeted fixes, and re-runs checks to ensure the entire build passes.

Yes, the incremental fix loop stops after three attempts if errors persist or cause cascading issues. This safety guard prevents infinite loops and limits unintended side effects from automated code changes.

An incremental fix workflow is preferable because it reads errors, explains the underlying issues, and proposes minimal changes before applying them. This structured approach resolves lint and type errors faster and safer than manual debugging by re-running checks automatically.