github-search

GitHub 仓库深度搜索与分析。支持按关键词、语言、stars、更新时间筛选，获取细分领域最新开源项目。专为技术调研设计。

Security Scan

The skill's code and instructions match its stated purpose (searching and summarizing GitHub repositories); no unexplained credential requests or suspicious external installs were found, though there are minor inconsistencies and some implementation choices worth reviewing before use.

Purpose & Capability

Name/description, README, SKILL.md and the included scripts all implement GitHub repository search and detail fetching using the GitHub REST API. The optional use of GITHUB_TOKEN is appropriate for the described functionality. There are small mismatches in naming (SKILL metadata uses 'github-research' while registry slug is 'github-search') but this does not indicate malicious behavior.

Instruction Scope

SKILL.md instructs running the included Node scripts and to optionally set GITHUB_TOKEN. The runtime instructions do not direct reading unrelated files or sending data to unexpected endpoints. Two minor issues: (1) SKILL.md refers to a scripts/batch-detail.mjs and to an absolute workspace path (~/.openclaw/...) that are not present in the package (batch-detail.mjs is missing), and (2) the scripts use child_process.execSync to call curl rather than a native HTTP client — this works but increases reliance on the shell. No instructions request arbitrary file or credential access beyond the optional GitHub token.

Install Mechanism

This is an instruction-only skill with included JS scripts and no install spec or external downloads. Nothing is fetched from remote URLs during install. No high-risk install mechanisms detected.

Credentials

No required environment variables are declared. The code will use GITHUB_TOKEN if present to authenticate to the GitHub API — this is proportional and expected for higher-rate authenticated queries. No other secrets or unrelated environment variables are accessed.

Persistence & Privilege

The skill does not request persistent or elevated privileges; always is false and there is no behavior that modifies other skills or system/global configs.

Assessment

This skill appears to do what it says: search GitHub and produce structured summaries. Before installing or running it, consider: 1) It will use your GITHUB_TOKEN if you set that env var — only provide a token with the minimum scopes needed (no broad org admin tokens). 2) The scripts call curl via execSync (shell invocation); run them in a restricted environment if you distrust the source. 3) SKILL.md mentions a batch-detail script that is not included — if you rely on that feature, request the missing file from the author. 4) The package is small and has no external installer, but still review the scripts for any custom modifications you require and prefer running them in a sandbox the first time. If you want higher assurance, ask the publisher for provenance (source repo, homepage) or for the missing batch-detail script and a justification for using curl over built-in HTTP libraries.

GitHub Research 🐙

GitHub 仓库深度搜索与分析工具。专为技术细分领域调研设计，支持多维度筛选和详细数据分析。

功能特性

• 🔍 精准搜索 - 按关键词搜索特定领域的 GitHub 仓库
• 📊 多维度筛选 - Stars、语言、更新时间、Forks
• 📈 趋势分析 - 识别活跃项目和新兴趋势
• 🏷️ 标签分类 - 自动提取项目标签和主题
• 📋 结构化输出 - Markdown表格，易于整合到报告

使用方式

基础搜索

# 搜索特定领域
node scripts/github-search.mjs "agent memory"

# 指定编程语言
node scripts/github-search.mjs "rag" --language python

# 更多结果
node scripts/github-search.mjs "llm" --limit 20

高级筛选

# 筛选高星项目（>1000 stars）
node scripts/github-search.mjs "vector database" --min-stars 1000

# 最近更新的项目（30天内）
node scripts/github-search.mjs "embedding" --updated-within 30

# 组合筛选
node scripts/github-search.mjs "multi-agent" \
  --language python \
  --min-stars 500 \
  --updated-within 90 \
  --limit 15

获取详细信息

# 获取单个仓库的详细信息
node scripts/repo-detail.mjs "microsoft/autogen"

# 批量获取（从搜索结果）
cat search-results.json | node scripts/batch-detail.mjs

输出格式

搜索结果表格

## 🔥 GitHub 热门项目: agent memory

| 排名 | 项目 | ⭐ Stars | 🍴 Forks | 💻 语言 | 📅 更新 | 🔗 链接 |
|-----|------|---------|---------|--------|--------|--------|
| 1 | microsoft/autogen | 32.5k | 4.8k | Python | 2天前 | [查看](https://github.com/microsoft/autogen) |
| 2 | langchain-ai/langchain | 89.2k | 14.1k | Python | 1天前 | [查看](https://github.com/langchain-ai/langchain) |
| 3 | ... | ... | ... | ... | ... | ... |

### 📊 统计摘要
- **总项目数**: 15
- **平均 Stars**: 5,230
- **主要语言**: Python (80%), TypeScript (13%), Go (7%)
- **活跃度**: 73% 最近30天有更新

详细报告

## 📋 项目详情: microsoft/autogen

**全称**: AutoGen
**描述**: A programming framework for building AI agents
**🏷️ 标签**: ai-agents, multi-agent, llm, python

**📈 数据统计**
- Stars: 32,547 (+156 this week)
- Forks: 4,823
- Issues: 1,234 open
- Pull Requests: 89 open

**💻 代码信息**
- 主要语言: Python (98.2%)
- 代码行数: ~150k
- 许可证: MIT

**📅 活跃度**
- 最后提交: 2天前
- 提交频率: 日均 12 commits
- 贡献者: 234人

**🔗 链接**
- 仓库: https://github.com/microsoft/autogen
- 文档: https://microsoft.github.io/autogen/
- 示例: https://github.com/microsoft/autogen/tree/main/samples

参数说明

参数	说明	默认值	示例
query	搜索关键词	必填	"agent memory"
--language	编程语言筛选	无	python, typescript, go
--min-stars	最小 stars 数	100	1000
--max-stars	最大 stars 数	无限制	50000
--updated-within	最近N天更新	365	30, 90
--created-after	创建日期之后	无	2024-01-01
--sort	排序方式	stars	stars, updated, forks
--order	排序顺序	desc	asc, desc
--limit	返回结果数	10	20, 50
--output	输出格式	table	table, json, csv

工作流集成

在 Multi-Agent Research 中使用

# Intel Agent 调用 GitHub Research
subagent_task = """
你是情报分析师。使用 github-research skill 获取最新数据。

执行以下命令：
```bash
node ~/.openclaw/workspace/skills/github-research/scripts/github-search.mjs \
  "agent memory" \
  --language python \
  --min-stars 500 \
  --updated-within 90 \
  --limit 15 \
  --output json > /tmp/gh_results.json

基于结果生成报告表格... """

### 批量分析多个领域

```bash
#!/bin/bash
TOPICS=("agent memory" "rag" "vector database" "llm orchestration")

for topic in "${TOPICS[@]}"; do
  safe_topic=$(echo "$topic" | tr ' ' '-')
  node scripts/github-search.mjs "$topic" \
    --min-stars 1000 \
    --limit 15 \
    --output json > "results/${safe_topic}.json"
done

API 限制

• 未认证请求: 60次/小时
• 认证请求: 5000次/小时
• 建议: 对于大量查询，配置 GitHub Token

配置 GitHub Token（可选）

export GITHUB_TOKEN="ghp_your_token_here"

数据来源

• GitHub Search API v3
• GitHub REST API
• 官方 GitHub 网站（备用）

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专为技术细分领域调研设计 | GitHub Research v1.0