evaluation-rigor-justification-before-score-prevents-anchoring-bias
Evaluation scores must be written after written justification, never before. Writing a score first anchors all subsequent reasoning to defend that score rather than derive it from evidence. This applies to all comparative evaluations: skill quality, MCP tool assessments, AutoResearch outcomes, and PR reviews.