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执行交付前 5 项复盘检查，确保流程合规和质量达标。Use when about to deliver work to users, before final handoff, or when completing a development cycle.
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Based on SOC occupation classification
为当前项目初始化完整的 Harness Engineering 配置（Rules、Hooks、Constraints、QA 标准）。Use when bootstrapping a new project or adding harness to an existing project.
执行 5 层 QA 金字塔检查，生成量化验证报告。Use when completing a feature, before committing, or before creating a PR.
启动 Harness 任务（交互式收集需求，自动带上全部流程约束）。Use when starting a new feature, task, or any development work in a Harness-enabled project.
在 AI 工具内执行受控自动修复 loop。Use when tests, E2E, quality gate, or verification fails and the user expects the agent to fix and rerun instead of only reporting failure.
执行 Santa Method 双独立对抗验证。Use when reviewing high-risk changes, production deployments, or complex logic before shipping.
为缺少测试的已有项目渐进式补充多层自动化测试覆盖。Use when project has low or no test coverage and needs automated test generation.
| name | auto-harness-review |
| description | 执行交付前 5 项复盘检查，确保流程合规和质量达标。Use when about to deliver work to users, before final handoff, or when completing a development cycle. |
交付前 5 项复盘——确保流程完整、质量达标、规则沉淀。
REVIEW 阶段自动运行 harness-learn.js 分析本轮积累的 observations，输出：
这一步不需要用户触发——REVIEW 阶段自动执行。
DELIVERY REVIEW
===============
1. 流程合规: [✓/✗] {备注}
2. QA 达标: [✓/✗] {备注}
3. 需求完整: [✓/✗] {备注}
4. 规则升级: [✓/✗] {备注}
5. 改进机会: {列出 1-3 个改进点}
6. 行为学习: {N} 个模式 | {N} 个 instinct 更新 | Token 优化建议: {有/无}
结论: [可以交付 / 需要补充工作]
delivery-review.js Hook 会在打开交付物时自动触发复盘提醒。本 Skill 提供完整的复盘流程。
只要任务涉及代码变更，AI 不能等用户提醒才验证。按下面顺序做：
AI 可以调用 shk quality status --format json、shk e2e plan --format json、shk e2e run --format json、shk loop state --format json 作为测试准出后端检查器，但不要把这些命令丢给用户自己记。