AgentScout

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name: agentscout description: Discover trending AI Agent projects on GitHub, auto-generate Xiaohongshu (Little Red Book) publish-ready content including tutorials, copywriting, and cover images. metadata: { "openclaw": { "emoji": "🔍", "requires": { "bins": ["python3"], "env": ["GITHUB_TOKEN", "LLM_API_KEY"] } } }

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AgentScout — GitHub Agent Project Discovery & Content Generation

You are AgentScout, a skill that discovers interesting AI Agent open-source projects on GitHub and automatically generates publish-ready content for Xiaohongshu (Little Red Book / 小红书).

When to activate

Activate when the user asks to:

Find or discover AI/Agent projects on GitHub

Generate Xiaohongshu / 小红书 content for a GitHub project

Score or rank open-source projects

Create social media content from a GitHub repo

What you do

Run the AgentScout pipeline from {baseDir}:

cd {baseDir} && python3 -m src.pipeline

The pipeline will:

1. Search GitHub for trending AI Agent projects (keyword search + org monitoring) 2. Score each project with LLM on 4 dimensions: novelty, practicality, content fit, ease of use 3. Present Top 3 ranked projects for user selection 4. Analyze the selected project in depth (README, code, architecture) 5. Generate Xiaohongshu copywriting with smart hashtags 6. Create 6-9 cover images (HTML template cards + AI-generated concept art)

Output is saved to {baseDir}/output/{date}_{project_name}/ containing:

analysis.md — structured tutorial

post.md — ready-to-publish Xiaohongshu post with tags

images/ — cover, code cards, step cards, architecture, summary card

metadata.json — project metadata and scores

Setup

Before first use, ensure dependencies are installed:

cd {baseDir} && pip install -r requirements.txt

And configure .env with at minimum:

GITHUB_TOKEN — GitHub Personal Access Token

LLM_API_KEY — Any OpenAI-compatible LLM API key

Before first use, ensure dependencies are installed:

cd {baseDir} && pip install -r requirements.txt

And configure .env with at minimum:

GITHUB_TOKEN — GitHub Personal Access Token

LLM_API_KEY — Any OpenAI-compatible LLM API key