gsd-audit-fix

Classifying and remediating audit findings involves filtering issues by severity, applying automated fixes to eligible ones, verifying with tests, and creating atomic commits. This Skill handles that end-to-end workflow while leaving complex problems for manual triage.

Triaging audit issues by severity requires categorizing findings to separate automatable fixes from manual-only ones. This Skill generates a classification table that filters issues by severity and determines safe auto-fix eligibility.

You can preview automated code fixes before committing by running a dry execution. The Skill supports controlled execution with dry runs, fix limits, and severity filters so you can inspect classification results before applying changes.

You limit auto-fixes applied during an audit by setting a fix limit parameter. The Skill supports controlled execution controls that restrict the maximum number of issues remediated, preventing large unintended repository changes.

The audit remediation workflow verifies fixes with tests before committing. The Skill applies autonomous remediation to eligible issues and runs verification tests to ensure stability before creating an atomic commit.

You should use an interactive fallback for code audit triage when issues are too complex or risky for autonomous remediation. The Skill identifies manual-only findings and handles them through interactive fallback rather than automated fixes.