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skill-manager-treeshell

TreeShell MCP for three-tier skill architecture in the GNOSYS compound intelligence ecosystem.

Overview

skill-manager-treeshell provides skill, skillset, and persona management through a TreeShell interface. Skills are on-demand context injection - text that gets loaded into conversations when needed.

Installation

pip install skill-manager-treeshell

MCP Configuration

Add to your Claude Code claude_desktop_config.json:

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

Three-Tier Architecture

1. Global Catalog

All skills, searchable via RAG. The source of truth.

2. Equipped State

Currently loaded skills for this session. What's active right now.

3. Skillsets

Named groups of skills for batch loading. "Equip the web-dev skillset" loads multiple related skills at once.

Actions

Global Catalog

Action Description
list_skills List all skills in catalog
list_domains List skill domains
list_by_domain List skills in a domain
get_skill Get full skill content
create_skill Create a new skill
search_skills RAG search over skills

Equipped State

Action Description
list_equipped List currently equipped skills
get_equipped_content Get content of all equipped
equip Equip a skill or skillset
unequip Unequip a skill
unequip_all Clear all equipped

Skillsets

Action Description
list_skillsets List all skillsets
create_skillset Create a skillset
add_to_skillset Add skill to skillset
match_skilllog Match SkillLog prediction

Personas

Action Description
list_personas List all personas
create_persona Create a persona
equip_persona Equip a persona
get_active_persona Get active persona
deactivate_persona Deactivate current persona

Usage

# List available skills
list_skills.exec {}

# Search for skills
search_skills.exec {"query": "vue component patterns"}

# Equip a skill
equip.exec {"name": "make-mcp"}

# Get equipped content
get_equipped_content.exec {}

Part of GNOSYS

This package is part of the GNOSYS compound intelligence system for Claude Code.

License

GNOSYS Personal Builder License (GPBL) v1.0

Metadata

Release files for skill-manager-treeshell 0.1.9

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