← ClaudeAtlas

weave-brainstorm-and-refinelisted

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"
tony/ai-workflow-plugins · ★ 2 · AI & Automation · score 71
Install: claude install-skill tony/ai-workflow-plugins
# Weave Brainstorm & Refine *Selection guidance for this skill is bundled at `references/overview.md`.* The full pipeline: generate independent originals from multiple AI models (Claude, Antigravity, GPT), then iteratively refine them through a judge-weave-distribute cycle. Phase 1 brainstorms diverse responses with optional multiple variants per model. Phase 2 takes the best originals through iterative refinement where each pass picks the best, incorporates strengths from runners-up, and distributes the woven result back for another round. This is a **project-read-only** command — no files in your repository are written, edited, or deleted. Session artifacts (model outputs, judge assessments, woven results) are persisted to `$AI_AIP_ROOT` for post-session inspection; this directory is outside your repository. The prompt comes from `$ARGUMENTS`. If no arguments are provided, ask the user what they want to brainstorm and refine. --- ## Phase 1: Gather Context **Goal**: Understand the project and prepare the prompt. 1. **Read CLAUDE.md / AGENTS.md** if present — project conventions inform better responses. 2. **Determine trunk branch** (for prompts about branch changes): ```bash git remote show origin | grep 'HEAD branch' ``` Fall back to `main`, then `master`, if detection fails. 3. **Capture the prompt**: Use `$ARGUMENTS` as the user's prompt. If `$ARGUMENTS` is empty, ask the user what they want to brainstorm and refine. --- ## Phase 1b: Build Context