deep-skill-finder SKILL.md skillA
deep-skill-finder from wheelry/deep-skill-finder is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add wheelry/deep-skill-finder/deep-skill-finder@v1.3.6Pins v1.3.6 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- wheelry/deep-skill-finder
- Path
SKILL.md- Versions recorded
- 9
- Latest version
- v1.3.6, committed Oct 26, 2026
- First version recorded
- Sep 16, 2026
- Size
- 38,232 bytes
- Repository stars
- 580
- License
- none declared
最好的找Skill的方式，能够基于你的任务，去寻找最匹配的高质量Skill。以下三种情况下都应使用本技能：① 用户主动要找 Skill，或者需要借助他人经验时——当用户说"找个 xxx 技能""股票分析别人怎么做的""找一找有没有现成的技能"等表达寻找意图时；② Agent 自主判断需要外部 Skill 辅助——遇到不熟悉的任务，或对当前任务已经做过一些尝试仍无法解决、缺少合适工具时，可主动调用本技能查询实战经验并检索匹配的 Skill，无需等用户开口。；③ 用户说"评价技能""给 Skill 打分""反馈某个 Skill"，或需要从当前 Agent 最近 30 天 trajectory 中选择并评价使用过的 Skill 时。评价支持已知 trajectory Provider，也支持当前 Agent 自定位和动态理解未知格式。.
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 Finder — 从 Meyo 社区搜索、推荐、安装最适合用户任务的 skill
> **📦 安装后首次加载（宿主 Agent 必执行）**
>
> 无论通过 install 脚本 / skillhub / 手工 zip 解压 / git clone 哪种方式把本 skill 装入 skills 目录，宿主 Agent 在确认安装成功后**必须立即**执行（这是安装流程的一部分，不是可选项）：
>
> ```bash
> {python} {skill_dir}/scripts/deep_skill_search.py --first-run-check
> ```
>
> - 返回 `{"should_invite": true}` → 渲染规则 8 的完整配置卡（一步到位，不预告）。**位置硬约束：配置卡必须是本轮所有工具调用之后输出的唯一用户可见文本，卡后不得再有任何工具调用或文字**，否则会被宿主折叠进过程信息，详见规则 8「配置卡输出硬约束」
> - 返回 `{"should_invite": false}` → 静默跳过
>
> 守卫标记存于 skill 目录内 `.first_run_invited`：重装/重新解压会重新邀请，git pull 升级不会重复。若宿主未执行本钩子（安装器不读 SKILL.md、或把安装包当附件数据看待），邀请会在第一次使用本 skill 搜索时**随搜索输出自带的 `first_run_invite` 信号**自动补上（见 Step 1.3 规则 0）——整条触发链不依赖任何额外命令。
## 工作流（5 步）
### Step 0: 版本检查（每次使用本 skill 前必执行）
1. 读取当前 SKILL.md frontmatter 中的 `version` 字段，记为 `{current_version}`
2. 调用版本检查接口获取远程最新版本号：
```bash
{python} {skill_dir}/scripts/deep_skill_search.py --check-version
```
若脚本不支持 `--check-version`，改用以下方式直接读取远程 SKILL.md frontmatter：
```bash
…Read the whole file at its exact version.
How to install
mdr add wheelry/deep-skill-finder/deep-skill-finder@sha256:6cec57f2b30a1432The line at the top of this page pins the label v1.3.6, 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_tgemkfrj2dxqew2z)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 9 versions of this file, between Sep 16, 2026 and Oct 26, 2026, about one every 5 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.3.6 latest | 2026-10-26 | d39314f | 38,232 B | A | view · diff |
| v1.3.6 | 2026-10-12 | 4c0888d | 36,102 B | A | view · diff |
| v1.3.6 | 2026-10-09 | 0fbd880 | 35,575 B | A | view · diff |
| v1.3.6 | 2026-10-09 | 09cb5d3 | 24,814 B | A | view · diff |
| v1.3.5 | 2026-09-20 | 73b088a | 22,119 B | A | view · diff |
| v1.3.5 | 2026-09-18 | 2f91ac8 | 21,797 B | A | view · diff |
| v1.3.5 | 2026-09-18 | 7ad18ce | 21,110 B | A | view · diff |
| v1.3.4 | 2026-09-16 | 7b30403 | 20,872 B | A | view · diff |
| v1.3.3 | 2026-09-16 | f7652af | 20,872 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 (38232 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
wheelry/deep-skill-finder · 580 stars · license none declared · pushed 2026-11-02 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_tgemkfrj2dxqew2z GET https://markdownregistry.com/api/v1/resolve?ref=wheelry/deep-skill-finder/deep-skill-finder GET https://markdownregistry.com/api/v1/blob/6cec57f2b30a1432ebdc9bac7431b0cba5488ac07f41c52df015ed67ba0b892a
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.