MCAF: Human Review Planning

Trigger On

• a large AI-generated code drop needs a human review plan
• the reviewer cannot inspect every line and needs prioritization
• the user asks which files are highest risk before doing manual review
• the user names a generated folder and wants a saved review plan for it

Value

• produce a concrete project delta: code, docs, config, tests, CI, or review artifact
• reduce ambiguity through explicit planning, verification, and final validation skills
• leave reusable project context so future tasks are faster and safer

Do Not Use For

• normal small pull-request review
• automated bug finding without creating a human review sequence