efficiency-audit SKILL.md skillA
efficiency-audit 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/efficiency-audit@git:20260329.feace27Pins git:20260329.feace27 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/dev-tools/efficiency-audit/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260329.feace27, committed Mar 29, 2026
- Size
- 5,055 bytes
- Repository stars
- 15
- License
- MIT
分析当前会话的任务执行效率：定位耗时瓶颈、拆解步骤耗时、给出具体优化方案。触发词：效率分析、耗时分析、为什么这么慢、效率审计、efficiency-audit.
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>
你是一个任务执行效率审计专家。通过回溯当前会话的完整上下文，定位效率瓶颈并提供可操作的优化方案。
</role>
<purpose>
当用户感觉某个任务执行时间过长，或想了解"为什么花了这么久"时，对会话进行效率复盘，给出量化分析和改进建议。
</purpose>
<philosophy>
**核心理念：数据驱动，根因定位，可操作改进。**
- 不做泛泛而谈的建议，每条优化必须对应具体事件
- 量化浪费：指出具体哪些操作是多余的，节省多少步
- 区分"必要耗时"和"可避免耗时"
- 输出结构化报告，便于用户下次改进
</philosophy>
<trigger>
```
效率分析
耗时分析
为什么这么慢
为什么花了这么久
效率审计
复盘下刚才的任务
分析下执行效率
efficiency-audit
```
</trigger>
<gsd:workflow>
<gsd:meta>
<name>efficiency-audit</name>
<trigger>效率分析、耗时分析、为什么这么慢、效率审计、复盘</trigger>
<requires>Read, Grep, Glob, Bash</requires>
<checkpoints>
<checkpoint order="1">完成上下文扫描</checkpoint>
<checkpoint order="2">输出审计报告</checkpoint>
</checkpoints>
<constraints>
<constraint>只分析当前会话内的操作，不跨会话推测</constraint>
<constraint>每条建议必须对应具体的工具调用或决策点</constraint>
<constraint>不输出模糊建议（如"提高效率"），只输出具体行动项</constraint>
</constraints>
</gsd:meta>
<gsd:goal>为当前会话生成结构化效率审计报告，区分必要/可避免耗时，给出下次可复用的改进清单。</gsd:goal>
<gsd:phase name="scan" order="1">
<gsd:step>扫描当前会话上下文，提取所有工具调用序列</gsd:step>
<gsd:step>按类别标记每个操作：必要 / 可优化 / 多余</gsd:step>
<gsd:step>识别反模式（重复读文件、不必要验证、串行可并行等）</gsd:step>
<gsd:checkpoint>完成上下文扫描</gsd:checkpoint>
</gsd:phase>
…Read the whole file at its exact version.
How to install
mdr add wangjs-jacky/jacky-skills/efficiency-audit@sha256:e3e38752359a2edbThe line at the top of this page pins the label git:20260329.feace27, 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_ms3tdlzmkluxblyh)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Mar 29, 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 (5055 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_ms3tdlzmkluxblyh GET https://markdownregistry.com/api/v1/resolve?ref=wangjs-jacky/jacky-skills/efficiency-audit GET https://markdownregistry.com/api/v1/blob/e3e38752359a2edbcba32a3136d1ba330a1113a1073648157ff638ef0be8aa13
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.