find-best-skill SKILL.md skillA
find-best-skill from huangwb8/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add huangwb8/skills/find-best-skill@git:20260906.d2681a7Pins git:20260906.d2681a7 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- huangwb8/skills
- Path
skills/beta/find-best-skill/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260906.d2681a7, committed Sep 6, 2026
- First version recorded
- Sep 5, 2026
- Size
- 12,580 bytes
- Repository stars
- 50
- License
- MIT
当用户明确要求搜索、寻找、查找或推荐某个领域的 Agent Skill 时使用。对候选 Skill 进行多来源检索与比较后给出推荐。⚠️ 不适用：只想查看已有技能列表，或没有明确搜索/推荐意图。.
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
# Find Best Skill
## 目标
当用户明确要求"搜索技能"、"寻找 Agent Skill"、"查找某个领域的 skill"、"推荐最佳 skill"时使用。支持多平台搜索（GitHub、SkillsMP、Reddit）和社区/AI 双维度评价，推荐数量可根据用户指令动态调整（默认 5-10 个，支持 3-20 个）。⚠️ 不适用：用户只是询问"有没有某个技能"（应直接回答）、只是想了解技能列表（应直接列举）、没有明确"搜索/寻找/查找/推荐"意图。
## 流程
### 输入
#### 使用场景
当用户需要：
- 寻找特定功能的 Agent Skill
- 了解社区中某个领域的最佳实践方案
- 对比不同技能的优劣
- 发现已有技能的替代方案
#### 依赖关系
**可选依赖**：
- **get-review-theme** skill：用于需求解构（第 1 步）
- 如果用户未安装该 skill，可直接分析用户需求提取主题和关键词
### 执行步骤
#### 核心工作流
##### 1. 需求解构
分析用户需求，提取核心主题和关键词：
**优先使用** **get-review-theme** skill（如已安装）：
```bash
/skill get-review-theme "用户原始需求描述"
```
**如未安装**：直接分析用户需求，从用户输入中提取核心主题、关键词、具体问题。
##### 2. 缓存查询
**优先检查本地缓存**，快速匹配历史技能：
```bash
# 使用缓存管理器搜索匹配技能
python scripts/cache_manager.py --search "关键词1" "关键词2" --limit 10
```
说明：
- 默认缓存参数来自 `config.yaml:cache`（单一真相来源）
- CLI 参数（如 `--cache-dir`）会覆盖 `config.yaml`
**命中策略**：
| 情况 | 处理方式 |
|------|----------|
| **有命中** | 展示本地结果 → 询问用户"是否联网扩展？" → 用户选择 |
| **无命中** | 直接进入联网搜索（第 3 步） |
**用户交互话术**：
```markdown
基于本地缓存，我找到 {N} 个相关技能：
{展示本地结果}
💡 发现 {N} 个候选，是否联网扩展搜索以获取更多最新结果？
- 回复"是"或"联网"进行在线搜索
- 回复"否"或"直接使用"直接输出以上结果
```
##### 3. 社区调研
基于解构结果，使用 **WebSearch 类工具**或**搜索类 MCP 工具**（如 SearXNG、Tavily）进行多平台搜索。
…Read the whole file at its exact version.
How to install
mdr add huangwb8/skills/find-best-skill@sha256:102db5c7273848caThe line at the top of this page pins the label git:20260906.d2681a7, 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_rb4pikbu2ogbyfqk)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Sep 5, 2026 and Sep 6, 2026, more than one a day.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260906.d2681a7 latest | 2026-09-06 | d2681a7 | 12,580 B | A | view · diff |
| git:20260905.a346b91 | 2026-09-05 | a346b91 | 12,814 B | A | view · diff |
| git:20260905.7c0ea7c | 2026-09-05 | 7c0ea7c | 12,775 B | A | view · diff |
| git:20260905.8faacfe | 2026-09-05 | 8faacfe | 12,117 B | A | view · diff |
| git:20260905.a39953d | 2026-09-05 | a39953d | 11,485 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 (12580 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
huangwb8/skills · 50 stars · license MIT · pushed 2026-11-01 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_rb4pikbu2ogbyfqk GET https://markdownregistry.com/api/v1/resolve?ref=huangwb8/skills/find-best-skill GET https://markdownregistry.com/api/v1/blob/102db5c7273848ca5e141d3423992d2137448fbdb7b82c50f4ad28c8a2d1b629
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.