Setup & Installation

Install AgentScout using the ClawHub CLI or OpenClaw CLI:

clawhub install agentscout

If the CLI is not installed:

npx clawhub@latest install agentscout

Or install with OpenClaw CLI:

openclaw skills install agentscout

View on ClawHub · View on GitHub

What This Skill Does

AgentScout is a writing skill for OpenClaw by auxito.

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

Version History

Latest version: 1.0.0

First published: Mar 16, 2026. Last updated: Mar 16, 2026.

1 version released.

Frequently Asked Questions

Is AgentScout free to use?
Yes. AgentScout is a free, open-source skill available on the OpenClaw Skills Registry. You can install and use it at no cost, and the source code is publicly available for review and contribution.
What platforms does AgentScout support?
It runs on any platform that supports OpenClaw, including macOS, Linux, and Windows. As long as you have the OpenClaw runtime installed, AgentScout will work seamlessly across operating systems.
How do I update AgentScout?
Run openclaw skills update agentscout to get the latest version. OpenClaw will download and apply the update automatically, preserving your existing configuration.
Can I use AgentScout with other skills?
Yes. OpenClaw skills are composable — you can combine AgentScout with any other installed skill in your workflows. This allows you to build powerful multi-step automations by chaining skills together.