skill-design-benchmark SKILL.md skillA
skill-design-benchmark from wangjs-jacky/jacky-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add wangjs-jacky/jacky-skills/skill-design-benchmark@git:20260711.dae29b8Pins git:20260711.dae29b8 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- wangjs-jacky/jacky-skills
- Path
plugins/evaluators/skill-design-benchmark/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260711.dae29b8, committed Jul 11, 2026
- Size
- 4,974 bytes
- Repository stars
- 15
- License
- MIT
评估一个或一批 Agent Skills 的设计质量，按 8 个有来源、有证据的维度输出 0–100 分、S/A/B/C/D 等级和优先改进项。重点检查触发边界、完成闭环、决策适应、安全恢复、上下文效率、复杂度适配、一致性和真实行为；不奖励文件数量或流程堆砌。用于‘给 skill 打分’、‘扫描全部 skills’、‘benchmark skill 设计’、‘比较哪些 skills 值得优化’等场景；只评估，不修改被评 Skill。.
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 Design Benchmark
以最少上下文，对 Agent Skill 的设计质量做可追溯评分。评当前证据，不评作者意图，也不评领域知识多少。
## 不变量
- **默认只读**：检查文件、脚本、测试和现有运行记录；不修改被评 Skill。
- **每个分数必须附证据**：引用目标文件路径与行号、脚本输出、测试或运行记录。仅写在说明里的能力不等于已证明。
- **资源数量本身不加分**：存在 `references/`、`scripts/`、状态机或 SubAgent 都不是加分项。
- **不适用的复杂机制不扣分**：按任务本身需要的复杂度评估。简单 Skill 可以获得高分，复杂 Skill 也可能因过度设计失分。
- **100 分不得四舍五入**：满分必须包含运行证据，且所有维度均满足满分锚点。
- **静态最高 85 分**：前 7 个维度检查设计；最后 15 分只认真实行为验证，存在测试目录不等于已验证。
- 不为凑等级调整分数，不强制分布，也不拿两个参考项目当标准答案。
## 评测模式
| 模式 | 何时使用 | 证据范围 |
|---|---|---|
| `static` | 默认；单个或批量快速扫描 | 当前文件、资源，以及解析、链接、语法、`--help` 等无副作用检查；最高 85 分 |
| `verified` | 有现成记录，或允许安全前向测试 | `static` + 真实触发、边界/失败、产物和验收证据 |
无法安全运行时保持 `static`，明确证据缺口，不为追求高分制造副作用。
## 工作流
1. **确定范围**：接受一个 `SKILL.md`、一个 Skill 目录或仓库目录；记录当前 commit 与工作树状态，避免把快照结论说成永久事实。
2. **采集事实**：运行：
```bash
python3 "${CLAUDE_SKILL_DIR}/scripts/collect_skill_facts.py" <目标> --format json
```
若运行时不提供 `CLAUDE_SKILL_DIR`，从当前 `SKILL.md` 所在目录解析脚本路径。脚本只提供客观事实，不代替评分。
3. **建立画像**：记录产物（回答/文件/状态）、副作用（无/本地/外部）、路径（单路径/多分支/长流程）和依赖（无/本地/外部）。先判断需要多少复杂度，再评分。
4. **加载评分表**：完整读取 [`references/rubric.md`](references/rubric.md)，逐维度评分。不要预读其它被评 Skill 的所有 references；只读取会改变当前判断的文件。
…Read the whole file at its exact version.
How to install
mdr add wangjs-jacky/jacky-skills/skill-design-benchmark@sha256:c4f70759802098fbThe line at the top of this page pins the label git:20260711.dae29b8, 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_uzfiwylp3pfiek5q)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jul 11, 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 (4974 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
wangjs-jacky/jacky-skills · 15 stars · license MIT · pushed 2026-10-19 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_uzfiwylp3pfiek5q GET https://markdownregistry.com/api/v1/resolve?ref=wangjs-jacky/jacky-skills/skill-design-benchmark GET https://markdownregistry.com/api/v1/blob/c4f70759802098fbca3a51316eefb0ff48d228128ba881fbe9dd1ed32fc320d0
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.