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tech-scout

Researches and recommends open source libraries and self-hosted technologies via GitHub and web search.

Updated Nov 2, 2025
Search Tags:#open source#github search#self-hosted#awesome lists#tool recommendation#library evaluation#technology research
One-click install
npx skills add https://github.com/fx/skills --skill tech-scout-fx
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: tech-scout
Source: https://github.com/fx/skills/tree/main/skills/tech-scout
Command: npx skills add https://github.com/fx/skills --skill tech-scout-fx

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Choosing the right library or tool for a project requires hours of manual research across GitHub, forums, and blogs. This Skill automates that evaluation by searching repositories, awesome lists, and community discussions to deliver a concise, data-backed recommendation. ## Core Features & Use Cases - GitHub Repository Search: Queries the GitHub API for top repositories by stars, activity, and community engagement across multiple keywords. - Awesome List Discovery: Finds curated "awesome-{topic}" lists and extracts the most recommended tools from them. - Web Intelligence Gathering: Scans Hacker News, Reddit r/selfhosted, and technical blogs for adoption trends and real-world usage reports. - Use Case: When you need a self-hosted analytics platform, invoke this Skill to receive a top pick, 2-3 alternatives, and the key decision factors, with a stated preference for self-hosted over cloud solutions. ## Quick Start Use the tech-scout skill to recommend the best self-hosted error tracking tool for a Node.js backend.

Frequently Asked Questions about tech-scout

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I find the best open source library for a project?▼

Search GitHub repositories by relevant keywords and compare stars, recent commit activity, and issue responsiveness. This Skill automates that process and supplements it with awesome lists and community discussions to produce a ranked recommendation.

How to evaluate self-hosted alternatives to cloud services?▼

Compare deployment complexity, maintenance activity, documentation quality, and licensing against the cloud offering. This Skill strongly prefers self-hosted options and only recommends cloud services when self-hosted alternatives are significantly inferior or non-existent.

What criteria matter when choosing an open source tool?▼

The key criteria are active maintenance shown by recent commits, responsive issue resolution, strong documentation, community support, ease of deployment, and licensing implications for commercial use. Version numbers and release dates help assess maintenance status.

Does this Skill require GitHub API access?▼

Yes, it uses the GitHub CLI's api command to search repositories and awesome lists. You need the gh CLI installed and authenticated for the repository search steps to work.

When should I not rely on automated technology research?▼

Automated research reflects public metrics and community sentiment, which may miss niche requirements, internal constraints, or unlisted proprietary tools. Validate the top pick with a proof of concept before committing to production adoption.

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