Skill

brainstorm-and-refine

Use when the user wants to generate multiple original ideas from different AI models then iteratively judge, weave, and refine them into the best possible result across multiple passes. Triggers on phrases like "brainstorm and refine", "generate ideas then improve", "explore options then synthesize", or "brainstorm then polish"

From loom

Install

Run in your terminal

npx claudepluginhub tony/ai-workflow-plugins --plugin loom

Tool Access

This skill uses the workspace's default tool permissions.

Skill Content

Similar Skills

cache-components

Guides Next.js Cache Components and Partial Prerendering (PPR) with cacheComponents enabled. Implements 'use cache', cacheLife(), cacheTag(), revalidateTag(), static/dynamic optimization, and cache debugging.

cache-components

138.6k

claude-opus-4-5-migration

2 files

Migrates code, prompts, and API calls from Claude Sonnet 4.0/4.5 or Opus 4.1 to Opus 4.5, updating model strings on Anthropic, AWS, GCP, Azure platforms.

claude-opus-4-5-migration

83.2k

evaluation-methodology

1 file

Details PluginEval's skill quality evaluation: 3 layers (static, LLM judge), 10 dimensions, rubrics, formulas, anti-patterns, badges. Use to interpret scores, improve triggering, calibrate thresholds.

plugin-eval

32.9k

Stats

Parent Repo Stars1

Parent Repo Forks0

Last CommitMar 27, 2026

Actions

View Source View Plugin View on GitHub View README

brainstorm-and-refine

From loom

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

Brainstorm: Each model generates independent original responses

Review: All originals presented — you pick which ones to refine

Refine: Judge picks the best, weaves in strengths from runners-up, redistributes to all models

Repeat: Each pass improves the woven result until convergence or passes exhausted

Loom 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

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

How to Invoke

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