skill-evaluation SKILL.md skillA
skill-evaluation from naodeng/awesome-qa-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add naodeng/awesome-qa-skills/skill-evaluation@git:20261016.61d7e3cPins git:20261016.61d7e3c in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- naodeng/awesome-qa-skills
- Path
evidence/skill-quality/2026-10-03-codex-pilot/reproduction/packages/skill-evaluation-zh/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261016.61d7e3c, committed Oct 16, 2026
- Size
- 4,053 bytes
- Repository stars
- 270
- License
- a license file GitHub does not identify
Use this skill when designing, running, interpreting, or reporting Agent Skill evaluations, selecting cases or judges, and analyzing trigger, benchmark, or regression evidence; triggers include Skill 评测、评测设计、回归评测。.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Skill 评测 ## 何时使用 - 需要为一个 Skill 设计 realistic eval cases、positive/negative trigger 或 regression case。 - 需要用 `skill-up` 验证/运行评测并解释结果和限制。 - 需要选择 deterministic、script 或 semantic judge，或区分 benchmark 与 version regression。 ## 输出格式选项 - 默认输出简洁的 Markdown 评测报告，用表格呈现 case 结果和 evidence state。 - 下游脚本需要机器可读结果时才输出 JSON；仍使用同一套证据词汇并保留限制。 ## 如何使用 1. 读取 Skill 契约、已有 `evals/`、历史失败和本次变更范围。 2. 识别关键行为与证据维度：Outcome、Process、Style/Quality、Efficiency；只选择有意义的维度。 3. 设计 HAPPY、INCOMPLETE、EXPLICIT_TRIGGER、IMPLICIT_TRIGGER、CONTEXTUAL_TRIGGER、NEGATIVE_TRIGGER、BOUNDARY 或 REGRESSION 用例。 4. 按确定性优先选择 `rule_based`；可执行工件使用 `script`；只有需要语义判断时使用校准后的 `agent_judge`。 5. 运行 `skill-up validate`；有授权凭据和目标时再运行 `skill-up run` 或本地 trace runner。记录 run metadata、trace、judge、产物和限制。 6. 判断 Eval validity，区分 Skill Defect、Eval Defect、Infrastructure Defect 和 Unknown。 7. 按固定报告结构输出结果、证据状态、benchmark/regression 结论、blocked checks 和推荐行动；真实失败经根因确认后才添加 regression case。 ## 核心约束 - `skill-up` 是主 Eval Engine；trace checks 只是深证据层，不得再造 Engine、Judge、Benchmark 或 Quality Score。 - 不能把输出相似度写成 observed trigger；缺少 `skill.selection` trace 时标记 `BLOCKED`。 - `skill-up validate` 不是 runtime 语义验证；静态、CLI smoke、Project Done 和单次语义观察不能自动升级为发布或业务结论。 …
Read the whole file at its exact version.
How to install
mdr add naodeng/awesome-qa-skills/skill-evaluation@sha256:91fb3f2ac853c6dcThe line at the top of this page pins the label git:20261016.61d7e3c, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_tx7swhdz5tqkucfu)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 16, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (4053 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
naodeng/awesome-qa-skills · 270 stars · license a license file GitHub does not identify · pushed 2026-10-19 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_tx7swhdz5tqkucfu GET https://markdownregistry.com/api/v1/resolve?ref=naodeng/awesome-qa-skills/skill-evaluation GET https://markdownregistry.com/api/v1/blob/91fb3f2ac853c6dc63ed8ac646b9b901ba46d539a616f70ea978990426f6d8cf
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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