review-fix-loop

Automating static analysis fixes requires orchestrating a fix loop that detects findings, applies fixes via parallel subagents, and verifies results. This skill runs that loop until zero findings remain, preserving test stability.

An auto-fix loop is an orchestration process that identifies static analysis findings, proposes remediations, and iteratively applies them. It coordinates parallel subagents to fix issues and validates stability by running project lint and tests.

Yes, this auto-fix loop works in CI or local development with tools like ESLint, Ruff, CodeRabbit, and DeepSource. It orchestrates parallelized fixes across multiple analysis tools and verifies them against your project tests.

Parallelized code remediation without breaking tests is achieved by orchestrating subagents to apply fixes and running project lint and test suites for validation after each iteration. The loop preserves stability while progressing toward zero findings.

You need an automated fix loop for lint findings when managing large codebases with multiple static analysis tools. It saves time by coordinating deterministic, parallelized remediation and verification until the codebase reaches a clean state.