lint-fix

Automate linting by scanning repository artifacts like Makefile, package.json, and pyproject.toml to detect available tools, build an ordered validation pipeline, and apply atomic fixes until the project reaches a zero-error state.

Run an ordered validation pipeline that executes generation, formatting, linting, type checking, and testing in sequence, applying atomic single-issue fixes with immediate verification to ensure all validation steps pass.

Yes, the tool detection mechanism scans go.mod, pyproject.toml, Cargo.toml, package.json, Makefile, and .NET artifacts to automatically discover and run the appropriate formatters, linters, and build steps for those environments.

Cascading failures occur when multiple fixes are applied at once. An atomic fix protocol resolves this by fixing one issue at a time, reverting unsafe changes, and re-verifying the offending command before proceeding to the next.

No manual configuration is required. The tool automatically detects installed linting and validation tools from your project configuration files and generates the optimal execution sequence for you to approve.

Unsafe changes are immediately reverted by the atomic fix protocol. The system verifies each fix against the offending command and reverts failures before continuing, concluding with a final end-to-end validation pass.