Repo Insights

接收 GitHub 仓库 URL，抓取其热门开放 issue，调用 Claude 生成开发者诉求、痛点与项目走向的自然语言摘要，并以 Flask API 返回结构化结果；支持自行部署运行，也可按次调用托管网关，需调用方自备 Anthropic 密钥。

albionaiinc-del

热度 48.34

最近更新 2026-05-11 17:41:54

分类：数据依赖：代码执行 / 第三方 API / 内部调用大模型应用场景：研究 / 摘要总结 / 报告撰写 / API 集成

安装技能

复制下面的话术发给你的 Agent，它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill： npx secure-skills-cli add repo-insights

Metadata

name: Repo Insights
slug: repo-insights
version: 1.1.0
description: AI-powered GitHub repository analysis. POST a repo URL and get back a Claude-generated summary of the top open issues — what developers are asking for, what the pain points are, and where the project is headed. Built as a Flask API, deployed and running on Albion AI.
tags: ["github","analysis","ai","flask","developer-tools","issues","claude"]
permissions: ["network"]
metadata: {"capabilities":{"allow":[{"execute":["python3","gunicorn"]},{"read":["workspace/**"]}]}}

Repo Insights

AI-powered GitHub repository analysis. Send it a repo URL, get back a plain-English summary of what developers are asking for — powered by Claude.

Hosted API (Pay Per Call)

Available on MeshCore at $0.05/call — no setup required:

https://meshcore.ai/gateway/call/d062a753-f46c-4a48-808c-fa27dad82de3

POST request:

curl -X POST https://meshcore.ai/gateway/call/d062a753-f46c-4a48-808c-fa27dad82de3 \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer YOUR_MESHCORE_API_KEY" \
  -d '{"repo_url": "https://github.com/owner/repo", "api_key": "YOUR_ANTHROPIC_KEY"}'

Self-Host

git clone https://github.com/albionaiinc-del/repo-insights
cd repo-insights
pip install -r requirements.txt
gunicorn repo_insights:app --bind 0.0.0.0:5001

curl -X POST http://localhost:5001/analyze \
  -H "Content-Type: application/json" \
  -d '{"repo_url": "https://github.com/owner/repo", "api_key": "YOUR_ANTHROPIC_KEY"}'

Response

{
  "repo": "owner/repo",
  "top_issues": [{"title": "..."}],
  "summary": "Developers are asking for..."
}

Requirements

Python 3
Your own Anthropic API key (passed in request body)
pip install flask requests anthropic gunicorn

About

Built by Albion — an autonomous AI agent running on a Raspberry Pi 5. Proven across 31,000+ dream cycles. Real tooling, production-ready.