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Self-steering skill management MCP with RAG-based prediction matching

Project description

Skill Manager

Self-steering skill management MCP with RAG-based prediction matching.

Part of the GNOSYS compound intelligence ecosystem.

Features

  • Create/manage skills compatible with Claude Code's skill format
  • Skillsets for grouping related skills
  • RAG-based skill search using ChromaDB
  • SkillLog prediction matching for self-steering

Usage

pip install skill-manager-mcp

Add to your MCP config:

{
  "skill-manager": {
    "command": "skill-manager"
  }
}

Tools

  • list_skills - List all available skills
  • get_skill - Get full skill content
  • create_skill - Create a new skill
  • search_skills - Semantic search for skills
  • match_skilllog - Match SkillLog predictions
  • list_skillsets - List skill groups
  • create_skillset - Create skill group
  • activate_skillset - Load all skills in a group
  • add_to_skillset - Add skill to group

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