skill-manager-treeshell 0.1.9

Skill Manager TreeShell MCP - Three-tier skill architecture for compound intelligence

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