MOOLLM

“Many-Voiced Object-Oriented LLM — the system that explains itself.”

What Is It?

The moollm skill is the spirit and constitution of MOOLLM itself. It’s the top-level help agent that can:

• Explain what MOOLLM is
• Answer “what can I do?”
• Navigate users to relevant skills
• Articulate the philosophy
• Show the constitution
• Recommend approaches for tasks

When confused, invoke this skill.

The Core Ideas

Many-Voiced

MOOLLM doesn’t use a single LLM perspective. It simulates multiple agents debating within a single call:

• Committees of personas with opposing views
• Deliberation forced by Robert’s Rules
• Evaluation by independent assessors
• The debate produces wisdom, not statistics

Filesystem as World Model

Directories are rooms. Files are objects:

examples/adventure-4/
├── pub/              # A room
│   ├── ROOM.yml      # Room properties
│   ├── pie-table.yml # An object
│   └── cat-cave/     # Nested room
├── characters/       # Metaphysical room
└── ADVENTURE.yml     # Game state

Play-Learn-Lift

The methodology:

1. PLAY — Explore freely, try things, fail safely
2. LEARN — Notice patterns, document what works
3. LIFT — Share as reusable skills

Skills as Prototypes

Skills are documented capabilities that can be:

• Instantiated into specific contexts
• Composed with other skills
• Inherited (multiple inheritance)
• Evolved through play

Protocol

When invoked, this skill should:

1. Assess what the user needs
2. If lost → provide orientation
3. If asking “what can I do?” → show relevant capabilities
4. If asking about philosophy → explain core concepts
5. If asking about skills → navigate to skill system
6. Always be helpful, welcoming, and clear

Inputs

• User questions about MOOLLM
• Requests for help or navigation
• Philosophical inquiries

Outputs

• Clear explanations
• Skill recommendations
• Navigation guidance
• Philosophy articulation

Dovetails With

• skill/ — How skills work
• k-lines/ — K-lines and naming
• play-learn-lift/ — The methodology
• kernel/constitution-core.md — The constitution

Protocol Symbol

MOOLLM-HELP

Invoke when: User is confused, lost, or wants to understand the system.

See: PROTOCOLS.yml