meta-implement

Auto-implement uses dry-run checks to simulate all changes before applying them, preventing unintended side effects. It creates a dedicated branch, runs validation tests, and automatically rolls back if failures occur, keeping your mainline protected.

Inspect suggestions with meta-learn, run a dry-run with meta-implement to simulate changes, review the plan, then apply with meta-implement to execute the YAML-driven implementation, validation, and rollback if needed.

Yes. Auto-implement runs tests after applying changes and automatically rolls back if validation fails, then opens a human review via PR so your team can assess what went wrong.

Yes. Auto-implement creates a dedicated implementation branch, keeping your mainline intact. Changes only merge after passing validation, ensuring your production code stays stable.

Auto-implement enforces security validation, checks dependencies, and requires human review before merging. It orchestrates branch creation, file changes, command execution, and testing under a YAML-driven plan.

You can inspect and dry-run changes first to verify safety. Auto-implement enforces human review before merging, and opens PRs if validation fails, ensuring human oversight at critical gates.