Connect

Self-Improvement with TinyFish

tinyfish-iobytinyfish-io
•
2.0k
•
Learning & Documentation

Empowers Claude to research live documentation and autonomously create new, reusable skills using TinyFish Search and Fetch.

This skill enables Claude to autonomously expand its capabilities by performing deep research via the TinyFish search and fetch engines. It systematically scouts official documentation, analyzes implementation patterns, and compiles this knowledge into structured SKILL.md files that are installed into Claude's memory. This allows the AI to effectively teach itself new frameworks, APIs, and workflows, ensuring it stays up-to-date with the latest technologies and best practices without manual configuration.

Key Features

012,035 GitHub stars
02Autonomous creation and installation of new reusable skill files
03Automated web research using TinyFish Search and Fetch APIs
04Pre-flight validation for CLI and API authentication
05Standardized skill generation including gotchas and validation checks
06Deep-dive documentation analysis covering setup, edge cases, and errors

Use Cases

01Learning a brand-new API or framework released after the model's training cutoff
02Developing and saving specialized internal workflows as reusable capabilities
03Upgrading existing skills with the latest official documentation and best practices