huangpustar/metainfer/layered-verification
Claude Code and agent skill by huangpustar/metainfer
Trust tier 3
- community
Source check pending
Checking that the SKILL.md file is still in the repository.
验证分层：单元→模块→端到端，每层独立可跑；快照对比做第一道闸；对拍参考用高精度或简单实现。
Install
npx vskill@latest install huangpustar/metainfer/layered-verificationSKILL.md
分层验证
何时触发：为改动设计验证结构。
规则
- 验证分层：单元 → 模块 → 端到端，每层独立可运行、可单独报告。
- 禁止只有数百行端到端巨石脚本——失败时无从定位，一次运行成本还高。
- 快照对比（哈希/diff）做第一道闸，先抓"意外改动了别处"。
- 对拍参考实现刻意用更高精度或更简单的实现，把差异集中到可解释范围，而不是拿两个近似实现互相比。
- 逐层导出中间产物做健康检查（形状、有限性），坏在一层就能拦住，不带病流到端到端。
反模式信号
- 失败证据全部来自端到端大脚本，无法判断错在哪一层。
- 两个实现各有近似误差，对拍结果永远"差一点"，谁都解释不了。
Security
- Security scanPassed, 90 of 100Pattern checks on the skill's files.
- Model reviewPassed
Quality evaluation
- Task evaluationNot runNo evaluation yet. Run one in Skill Studio.
Source
- SKILL.md in the repositoryCheckingatomic-skills/layered-verification/SKILL.md
Popularity
- Repository stars
- 123
- Repository forks
- 17
- 7-day trend score
- 0
Stars and forks are for the whole GitHub repository, not this skill alone. Not refreshed yet.
Works with
Any agent vskill installs to: 56 targets in all. These 39 have a page on this site.
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Embed badge
[](https://verified-skill.com/skills/huangpustar/metainfer/layered-verification)