Brainstorm And Refine

Weave Brainstorm & Refine

The full pipeline: generate independent originals from each model, then iteratively refine them through judge-weave-incorporate cycles.

When to Use

• You want the best of both worlds: creative divergence then convergent refinement
• You want to explore a problem space broadly, then hone in on the best solution
• You need a high-quality result and are willing to spend tokens on multiple passes

Key Features

• Phase 1 (Brainstorm): Independent originals from each model, optional --variants=N
• Transition gate: You choose which originals enter refinement
• Phase 2 (Refine): Iterative judge-weave-distribute cycle over --passes=N
• Full rationale chain from brainstorm through every refinement pass
• --judge=host|round-robin: Host judges every pass, or rotate judging across models

The Pipeline

1. Brainstorm: Each model generates independent original responses
2. Review: All originals presented — you pick which ones to refine
3. Refine: Judge picks the best, weaves in strengths from runners-up, redistributes to all models
4. Repeat: Each pass improves the woven result until convergence or passes exhausted

How to Invoke

Run the /weave:brainstorm-and-refine command with your prompt. The command handles both phases, the transition gate, and artifact persistence.

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: tony
• Source: tony/ai-workflow-plugins
• License: MIT

Install and usage instructions live in the source repository linked above.