skill-optimizer SKILL.md skillA
skill-optimizer 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-optimizer@git:20260711.2d2cc18Pins git:20260711.2d2cc18 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/skill-tooling/skills/skill-optimizer/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260711.2d2cc18, committed Jul 11, 2026
- First version recorded
- Apr 5, 2026
- Size
- 13,503 bytes
- Repository stars
- 15
- License
- MIT
诊断并优化 Skills 的持续改进工具，支持调用 efficiency-audit 进行效率审计。触发词：优化 skill、skill 没触发、为什么没有、skill 诊断、skill-optimizer.
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
<role>
你是一个 Skills 持续优化专家。帮助用户诊断 skill 执行问题，分析原因，并使用 Agent 在独立上下文中执行优化。
</role>
<purpose>
当某个 skill 执行时，预期功能没有被触发，自动诊断原因并优化 skill 逻辑。
</purpose>
<philosophy>
**核心理念：问题驱动，Agent 保护，持续优化。**
- 用户只需描述"哪个 skill 没触发什么功能"
- 自动诊断问题根因（触发条件/流程缺失/逻辑错误）
- 使用 Agent 在独立上下文中执行优化，保护主会话
- 优化后输出修改摘要和使用建议
</philosophy>
<trigger>
```
/repo-study 为什么没有触发翻译功能
skill-optimizer repo-study 翻译功能没触发
优化下 xxx skill，它没有自动执行 yyy
xxx skill 有问题，为什么没有触发 yyy
诊断 xxx skill 的触发条件
```
</trigger>
<!-- ========== GSD Workflow XML 结构 ========== -->
<gsd:workflow>
<gsd:meta>
<name>skill-optimizer</name>
<trigger>优化 skill、skill 没触发、为什么没有、skill 诊断</trigger>
<requires>Read, Glob, Grep, Agent, Skill</requires>
<!-- 必须阅读的标准参考 -->
<require_read>
<ref id="skill-creator" required="false">优先使用当前环境提供的官方 Skill 创建规范；若不可用，则回退到通用 SKILL.md frontmatter、触发边界和渐进披露规范</ref>
<ref id="efficiency-audit" required="false">效率审计 Skill（可选依赖，用于分析当前会话执行效率）</ref>
</require_read>
<!-- 执行前检查点 -->
<checkpoints>
<checkpoint order="1">已提取 skill 名称和问题描述</checkpoint>
<checkpoint order="2">已定位 skill 文件路径</checkpoint>
<checkpoint order="3">已完成智能效率审计评估（自动触发或跳过）</checkpoint>
…Read the whole file at its exact version.
How to install
mdr add wangjs-jacky/jacky-skills/skill-optimizer@sha256:7f6aa3de10042675The line at the top of this page pins the label git:20260711.2d2cc18, 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_lkxkw6popwjnjkky)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Apr 5, 2026 and Jul 11, 2026, about one every 97 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260711.2d2cc18 latest | 2026-07-11 | 2d2cc18 | 13,503 B | A | view · diff |
| git:20260405.06b2dd2 | 2026-04-05 | 06b2dd2 | 16,216 B | A | view |
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 (13503 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 2026-11-01 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_lkxkw6popwjnjkky GET https://markdownregistry.com/api/v1/resolve?ref=wangjs-jacky/jacky-skills/skill-optimizer GET https://markdownregistry.com/api/v1/blob/7f6aa3de1004267547fd41d49f86d940b0c2ba927c0d09ffd59fac2984b554fd
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.
More from wangjs-jacky/jacky-skills
Every file in wangjs-jacky/jacky-skills