What problem does it solve? After a research route completes, an evaluator audit may recommend changes to the framework's own control files and behavior docs. Without a governed process, such self-modifications risk touching source material, exceeding scope, or going unrecorded. This Skill applies only audit-justified edits within a strict mutation scope and records every change for future requests. ## Core Features & Use Cases - Audit-Gated Edits: Applies changes only when an evaluator audit report exists in agent_reports/ with an edit_recommended decision. - Scoped Mutation: Restricts edits to AGENTS.md, .agents/agents/, .agents/skills/, and behavior-defining docs under system/, refusing anything outside scope. - Evolution Reporting: Writes an evolution report to agent_reports/ documenting the triggering audit, files changed, rationale, and validation still required. - Use Case: An evaluator finds that an agent's instructions caused a recurring citation error. The evolver reads the audit, makes the smallest fix to the relevant behavior doc, and logs the change so the next request benefits. ## Quick Start Apply the framework edit recommended in the latest evaluator audit report and record the change in an evolution report.