10x-impl-review

You can automate code review against an implementation plan by pointing the tool to your saved plan file path, which triggers sub-agents to compare actual code, catch drift, and identify architectural compliance issues.

Plan drift detection compares actual code with the intended plan to catch architectural violations and dangerous decisions early, ensuring implementation aligns with safety requirements and avoiding future issues.

Yes, you need Python and git installed to run automated implementation tracking, as Python handles the scripting logic and git tracks code changes required for reviewing phase compliance and generating detailed reports.

Yes, you can choose a granular phase review approach or perform a comprehensive full plan sweep to check implementation adherence, allowing you to catch architectural violations at the scale that fits your current workflow.

Sub-agent based code review uses specialized parallel agents to separately analyze drift detection and safety or pattern compliance, verifying automated success criteria and engaging in interactive triage for resolving findings.

The best way to triage architectural compliance issues in git is to generate detailed review reports that identify drift and security vulnerabilities, then use interactive triage to resolve the findings against your original plan.