playbook/antigravity-awesome-skills/skills/yao-meta-skill/references/human-review-template.md

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Human Review Template

Use this template when a description candidate is ready for human review after automated gates have run.

Review Header

  • target:
  • review date:
  • reviewer:
  • current description:
  • candidate description:
  • promotion decision:

What Changed

  • what was the intended improvement?
  • what route boundary is now clearer?
  • what family or holdout behavior improved?

Automated Evidence

  • visible holdout result:
  • blind holdout result:
  • judge-backed blind result:
  • adversarial result:
  • route confusion result:
  • calibration / risk band:

Boundary Questions

  • does the candidate trigger only when a reusable skill package is actually needed?
  • does it avoid one-off explanation, translation, or summary-only requests?
  • does it avoid stealing sibling routes?
  • does it stay short enough for the target maturity tier?

Authoring Discipline

  • are unresolved assumptions named or clarified before deepening the package?
  • is the package no larger than the real recurring job requires?
  • do changed files trace directly to the requested improvement?
  • did the author avoid speculative features, decorative folders, and generic configuration?
  • does each new artifact have a verification reason?

Decision

  • approve promotion
  • keep current
  • block candidate

Notes

  • rationale:
  • follow-up actions:
  • next review trigger: