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skill-master

Analyze project signals and skill catalog to recommend the best skill for a task.

Updated Aug 23, 2026
Search Tags:#onboarding#analytics#mcp#signals#skill#recommendations#ecosystem
One-click install
npx skills add https://github.com/biodoia/biodoia-skills-marketplace --skill skill-master-biodoia
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: skill-master
Source: https://github.com/biodoia/biodoia-skills-marketplace/tree/main/plugins/skill-master/skills/skill-master
Command: npx skills add https://github.com/biodoia/biodoia-skills-marketplace --skill skill-master-biodoia

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

The Skill Master orchestrates the Claude Code skill ecosystem by providing proactive onboarding, skill recommendations, usage analytics, and adaptive growth, helping users quickly identify the right skill for a task and evolve the ecosystem based on real usage.

Core Features & Use Cases

  • Onboarding and context injection: the SessionStart hook scans projects and injects recommended skills into the conversation context.
  • Meta-knowledge base: this skill holds information about what each skill does, when to combine them, and how to evolve over time.
  • MCP server integration: provides tools to search, recommend, install, and evolve skills programmatically.
  • Adaptive growth: collects usage data and proposes concrete improvements, including description tuning, signal mapping, and evolution proposals.

Quick Start

Describe your project context and ask for a tailored skill stack to accelerate onboarding and efficiency.

Frequently Asked Questions about skill-master

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

FAQPage Schema
How do I determine the best skill to apply for a task in my Claude Code project?▼

To determine the best skill for a task, the system analyzes your project signals and the skill catalog, matching your specific context against available skills to recommend the most suitable option for your workflow.

Can I automate skill onboarding and context injection for multiple projects?▼

Yes, you can automate skill onboarding using the SessionStart hook, which scans projects and automatically injects recommended skills into the conversation context for streamlined initialization.

How does usage analytics work for evolving a skill ecosystem?▼

Usage analytics for evolving a skill ecosystem works by collecting real usage data across projects, which the system then uses to propose concrete improvements like description tuning and signal mapping.

What is the best way to search and install skills programmatically?▼

The best way to search and install skills programmatically is through MCP server integration, which provides dedicated tools to query the skill catalog and execute installations via structured workflows.

Do I need an MCP server to get skill combination recommendations?▼

An MCP server is required for programmatic search, install, and evolution workflows, but the skill also holds a meta-knowledge base that provides context on what each skill does and when to combine them.

When should I not use automated skill recommendations for my project?▼

You should avoid relying solely on automated skill recommendations when your project requires highly customized logic, as the system proposes improvements based on general usage data rather than project-specific edge cases.

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