SkillScout

Autonomous agent that learns your workflow and keeps your AI assistant futureproof.

What it does

SkillScout watches the live web for new AI tools, skills, MCP servers, and plugins — then tells you exactly which ones to install based on your actual workflow. It reads your CLAUDE.md and memory files to understand who you are, scans multiple sources in parallel, and generates a cited report with relevance scores and reasoning tailored to you.

Install

git clone https://github.com/sauronnitin/skillscout ~/.claude/skills/skillscout
cd ~/.claude/skills/skillscout && npm install

Set up your .env (copy from .env.example, add TinyFish + Redis keys), then:

node index.js

Usage in Claude Code

After running, open cited.md for your personalized recommendations. Install any tool with:

node install.js <tool-name>

Requirements

• Node.js 18+
• TinyFish API key — free
• Redis Cloud — free 30MB tier

Source

github.com/sauronnitin/skillscout