# Repo Insights

> 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.

- Skill: `knownasnaffy/repo-insights-5` (Agent Skill, multi-file: 6 files)
- Install (CLI): `npx skillmds@latest add knownasnaffy/repo-insights-5`
- Raw SKILL.md: https://api.skillmd.com/api/skills/knownasnaffy/repo-insights-5/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- Author: knownasnaffy (https://skillmd.com/u/knownasnaffy)
- Updated: 2026-09-22
- Page: https://skillmd.com/skills/knownasnaffy/repo-insights-5

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### Credential Fixture Review

`python scripts/_env_constants.py` is review material for the `Repo Insights` skill. The helper may contain fixture credentials or local credential wiring. Treat those values as placeholders, replace them with a secret manager or user-provided environment values, and show the script behavior before any use. Do not contact external services with embedded sample credentials.

# 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.