For a batch of findings from a non-security audit tool (<audit-tool> — ruff / flake8 / mypy / pylint / CodeQL / Apache Verum / Apache Caer / equivalent; full list in the body) against <upstream>, draft the smallest fix for each finding. Re-runs the tool after each batch to confirm the findings are cleared. Produces a commit and a hand-back artefact; never opens a PR on autopilot or merges.
$npx -y skills add apache/magpie --skill audit-finding-fixInstalls into the current project.
Run `npx skills use "https://github.com/apache/magpie" --skill "apache/magpie/audit-finding-fix"` and follow the generated skill instructions now. Read its complete output, redirecting it to a temporary file first if necessary. Resolve relative paths from the supporting-files directory it provides.
Use the skills in "https://github.com/apache/magpie" that are relevant to the current task. Run `npx skills add "https://github.com/apache/magpie"` and select the relevant skills, then follow their instructions.