LLM Council (Fireworks AI)

Detailed Guide

Read the detailed guide before executing this skill. It retains the complete procedure and reference material. Treat its safety, prerequisites, and validation requirements as mandatory. For focused work, load the relevant sections; for end-to-end work, read the guide completely.

When to Use

Use when this workflow matches the user request: Use this skill for its documented workflow.

Source: dair-ai/dair-academy-plugins (MIT).

This skill implements Karpathy's LLM Council concept where multiple open-weight LLMs deliberate on a query, powered entirely by Fireworks AI:

1. Phase 1: All models respond to the query independently (parallel)
2. Phase 2: Models rank each other's anonymized responses
3. Phase 3: A Chairman LLM synthesizes the final answer