MARL — Multi-stage Reasoning Middleware

# MARL — Multi-stage Reasoning Middleware

Multi-stage multi-agent reasoning middleware that reduces LLM hallucination by 70%+. 9 specialized emergence engines for invention, creative, pharma, genomic...

## Discovery Metadata
- Category: `coding`
- Framework: `ClawHub`
- Tags: `emergence`, `hallucination`, `llm`, `metacognition`, `middleware`, `multi-agent`, `reasoning`, `multi-stage`, `marl`, `reduces`

## Agent Execution Policy

This listing is **discovery metadata only**. Canonical instructions are maintained by ClawHub.

### Before Executing Actions

1. **Fetch canonical instructions** from: https://clawhub.ai/skill/marl-middleware
2. **Parse the skill page** for setup, usage, and input/output requirements.
3. **Only proceed** after successfully loading and understanding the full instructions.

### If Fetch Fails

- Return `instruction_unavailable` with reason.
- Do **not** attempt to infer or improvise execution steps from this metadata alone.

## Source

- ClawHub listing: https://clawhub.ai/skill/marl-middleware