- Remove honest-reviewer (Socratic/devil's-advocate approach) - Add code-review skill: high-precision review based on current best practices (confidence scoring >= 80, validate-before-report, context gathering beyond the diff, strict output contract, GLM/open-weight guardrails) - dev-workflow: point review step at code-review, findings instead of questions; also adopt issue-based plan storage with explicit user approval gate