github-analyzer SKILL.md skillA
github-analyzer from renky1025/agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add renky1025/agent-skills/github-analyzer@git:20260925.32ce6c0Pins git:20260925.32ce6c0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- renky1025/agent-skills
- Path
github-analyzer/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260925.32ce6c0, committed Sep 25, 2026
- First version recorded
- Jul 25, 2026
- Size
- 6,156 bytes
- Repository stars
- 11
- License
- MIT
一键分析 GitHub 项目，搞清楚它是什么、有什么用、怎么用，产出一份实用导向的中文分析报告 （这是什么 / 解决了什么问题 / 有什么用 / 怎么用 / 亮点 五节），写入文件并用 present_files 交付。 触发词：分析 GitHub 项目、帮我看下这个项目、这个仓库是干啥的、分析开源项目、这个项目有什么用、 这个项目怎么用、analyze repo、review this repo。适用场景：用户提供 GitHub 仓库链接 （https://github.com/owner/repo、"github.com/owner/repo" 或 "owner/repo"），需要快速理解项目 的核心价值与上手方式；也适用于介绍开源项目、判断某项目是否值得选用的场景。.
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
# GitHub 项目分析
## Purpose
拿到 GitHub 仓库后，不搞面面俱到的代码评审，只回答用户真正关心的问题：这个项目是干什么的、能
解决什么问题、有什么亮点、怎么用。产出是一份读者看完就能判断"是否适合自己、以及如何开始使用"
的报告文件。
## When to Use
- 用户给出 GitHub 仓库链接或 `owner/repo`，要求了解这个项目。
- 用户要判断某个开源项目值不值得选用、和同类相比有什么不同。
- 触发词：分析 GitHub 项目、帮我看下这个项目、这个仓库是干啥的、分析开源项目、这个项目有什么用、
analyze repo、review this repo。
- 支持的输入形式：`https://github.com/owner/repo`、`github.com/owner/repo`、`owner/repo`。
## When NOT to Use
- 用户要做的是代码审查、安全审计或架构评审 -> 这类任务需要读源码和 diff，本 Skill 只读 README 与
公开元数据，无法胜任。
- 用户要分析的是私有仓库且没有可用凭证 -> 说明限制，不要在无权限的情况下猜内容。
- 用户要分析的不是 GitHub 上的项目（本地代码库、GitLab 等）-> 按对应任务处理。
## Workflow
1. **解析 URL**。从用户输入提取 `owner/repo`。含分支或 tag 的 URL 忽略 fragment，只取仓库主体。
2. **获取基础信息**。请求仓库元数据：
```bash
curl -s "https://api.github.com/repos/{owner}/{repo}"
```
`curl` 在环境变量 `https_proxy` / `http_proxy` 已设置时自动走代理，未设置则直连 GitHub。提取
Stars、语言、License、描述、创建/更新时间等字段，报告中一句话带过即可。重点用 WebFetch 取
README 完整内容，并从中理解：项目解决什么问题、核心功能、Quick Start / 安装方式、典型用法与
示例、相比同类方案的独到之处。
3. **深挖亮点**。在理解 README 的基础上：查看是否有独立文档站点或 Demo 链接；关注描述中区别于
竞品的独特卖点；记录 README 提到的具体性能数据与使用案例；结合项目所属领域，判断它解决的是
真实痛点还是伪需求。
4. **输出报告**。按 `## Output` 的五节结构写报告，然后写入文件、`present_files` 交付，并在对话中
给出简短摘要。
## Decision Rules
…Read the whole file at its exact version.
How to install
mdr add renky1025/agent-skills/github-analyzer@sha256:d6595ba35662d2a3The line at the top of this page pins the label git:20260925.32ce6c0, 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_3sfrzgll4qixspey)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Jul 25, 2026 and Sep 25, 2026, about one every 31 days. Its first recorded version is graded B and its latest A.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260925.32ce6c0 latest | 2026-09-25 | 32ce6c0 | 6,156 B | A | view · diff |
| git:20260825.fd539ff | 2026-08-25 | fd539ff | 3,036 B | A | view · diff |
| git:20260725.7518f2d | 2026-07-25 | 7518f2d | 2,932 B | B | 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 (6156 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
renky1025/agent-skills · 11 stars · license MIT · pushed 2026-10-10 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_3sfrzgll4qixspey GET https://markdownregistry.com/api/v1/resolve?ref=renky1025/agent-skills/github-analyzer GET https://markdownregistry.com/api/v1/blob/d6595ba35662d2a3c0fea2de8deaecc2db5ecc3df272ae61441d3264415bb4db
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.