What is the Adaptive Growth System?

It is a continuous loop that tracks skill invocations, identifies gaps in triggers, and proposes description updates or new signal mappings to make your skills smarter over time.

What is the primary purpose of Skill Master?

Skill Master acts as an intelligent orchestrator that helps users find, manage, and improve their Claude Code skills by analyzing project context and usage patterns.

Does Skill Master require an MCP server?

Yes, it includes an MCP server that provides tools for searching the skill catalog, recommending stacks, and running usage analysis scripts.

How does proactive onboarding work?

It uses a SessionStart hook to scan your project for signals like 'go.mod' or 'Dockerfile' and automatically suggests the most relevant skills for that specific environment.

Skill Master

Name: Skill Master
Author: biodoia

bybiodoia

0•

生产力与工作流

Orchestrates the Claude Code skill ecosystem with proactive onboarding, intelligent recommendations, and adaptive usage analytics.

Skill Master serves as the central intelligence layer for your Claude Code environment, automatically detecting project technologies via a SessionStart hook to recommend the perfect toolstack. It provides a meta-knowledge base of your entire skill ecosystem, analyzing usage patterns through its dedicated MCP server to identify gaps and propose improvements. Whether you are onboarding into a new codebase or looking to optimize your AI agent's trigger accuracy, Skill Master ensures you always have the right capabilities active for the task at hand.

主要功能

01Automated usage analysis and skill-gap identification

02Adaptive growth system that improves skills based on usage data

03Integrated MCP server for programmatic skill searching and health audits

04Proactive project signal detection for automatic skill injection

050 GitHub stars

06Intelligent multi-skill combination and stack recommendations

使用场景

01Managing and evolving a custom library of specialized Claude Code skills

02Optimizing AI trigger accuracy through description tuning and usage analysis

03Onboarding into a complex new project with automatic tool discovery

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add biodoia/biodoia-skills-marketplace skill-master

For use in Claude.ai and ChatGPT

主要功能

01Automated usage analysis and skill-gap identification

02Adaptive growth system that improves skills based on usage data

03Integrated MCP server for programmatic skill searching and health audits

04Proactive project signal detection for automatic skill injection

050 GitHub stars

06Intelligent multi-skill combination and stack recommendations

使用场景

01Managing and evolving a custom library of specialized Claude Code skills

02Optimizing AI trigger accuracy through description tuning and usage analysis

03Onboarding into a complex new project with automatic tool discovery

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add biodoia/biodoia-skills-marketplace skill-master

For use in Claude.ai and ChatGPT