auto-fix

Automated error diagnosis captures the failure context, proposes a minimal diff, applies it, and re-runs the original command to verify success. It targets build, test, and tool execution failures by iterating targeted fixes until verification succeeds or the circuit breaker triggers.

An autonomous repair loop resolves import and module resolution failures, type errors, syntax errors, runtime exceptions, configuration mistakes, and permission issues. It uses a debugger to generate root-cause hypotheses and applies minimal edits to fix these execution pipeline errors.

To safely apply automated fixes, the system stashes your current changes with git before the first attempt and fully reverts if the loop exhausts. This ensures your original working state is preserved if the targeted repair fails after three attempts.

When automated error diagnosis fails after three attempts, a circuit breaker triggers to revert changes and escalate to structural diagnosis. This prevents indefinite looping by stopping the repair process and indicating that the error requires deeper structural analysis.

Autonomous repair integrates with git workflows by using stash and revert safeguards to protect your branch state. It executes within CI pipelines by capturing error context from failing commands and re-running them to confirm success across up to three targeted fix attempts.

You should avoid an automated fix loop when errors require structural diagnosis beyond targeted edits, or when minimal changes cannot resolve the root cause. The circuit breaker limits attempts to three, making it unsuitable for complex architectural failures needing manual intervention.