Brainstorm

NeoLabHQ/context-engineering-kit/antigravity/skills/brainstorm

by NeoLabHQ23e2428e809d77717f8acc9659c374a3a1fcb93eNo licenseListed Oct 9, 2026Updated Oct 9, 2026

Use when creating or developing, before writing code or implementation plans - refines rough ideas into fully-formed designs through collaborative questioning, alternative exploration, and incremental validation. Don't use during clear 'mechanical' processes

AI-generated overview

Turns rough ideas into validated designs and specs through one-question-at-a-time dialogue and incremental review.

What it does
This skill guides a collaborative brainstorming session that starts by checking the current project state, then asks one question at a time to clarify purpose, constraints and success criteria. It generates several candidate approaches with trade-offs and a recommendation, then presents the design in short sections, checking after each whether it looks right. It finishes by updating an existing specification file or creating a task file for the chosen approach, and suggests follow-up commands to refine that task file.
When to use it
Use it when an idea is still rough and needs to be developed into a fully formed design before writing code or implementation plans. It is not intended for clear, mechanical processes where the steps are already known.
Requirements
No scripts are shipped; it is instructions only. It expects access to the project's files, docs and recent commits, and it references other skills for task creation and planning.

Brainstorming Ideas Into Designs

Overview

Help turn ideas into fully formed designs and specs through natural collaborative dialogue.

Start by understanding the current project context, then ask questions one at a time to refine the idea. Once you understand what you're building, present the design in small sections (200-300 words), checking after each section whether it looks right so far.

The Process

Understanding the idea:

  • Check out the current project state first (files, docs, recent commits)
  • Ask questions one at a time to refine the idea
  • Prefer multiple choice questions when possible, but open-ended is fine too
  • Only one question per message - if a topic needs more exploration, break it into multiple questions
  • Focus on understanding: purpose, constraints, success criteria

Exploring approaches:

  • Generate 6 possible approaches with trade-offs. Approaches should each include a text and a numeric probability. Please sample responses at random from the [full distribution / tails of the distribution], in such way that:
    • For first 3 responses aim for high probability, over 0.80
    • For last 3 responses aim for diversity - explore different regions of the solution space, such that the probability of each response is less than 0.10
  • Present options conversationally with your recommendation and reasoning
  • Lead with your recommended option and explain why

Presenting the design:

  • Once you believe you understand what you're building, present the design
  • Break it into sections of 200-300 words
  • Ask after each section whether it looks right so far
  • Cover: architecture, components, data flow, error handling, testing
  • Be ready to go back and clarify if something doesn't make sense

After the Design

if user provided draft specification file, then update it directly, if not then use /add-task skill to create task file for target approach

Important: In specification file, write target approach in sections, in ## Initial User Prompt -> ### Requirements section, before ## Description section. Description will be filled in future stage.

After filling task file, suggest use to run /clear and then /plan-task <task-file-path> to refine the task file.

Key Principles

  • One question at a time - Don't overwhelm with multiple questions
  • Multiple choice preferred - Easier to answer than open-ended when possible
  • YAGNI ruthlessly - Remove unnecessary features from all designs
  • Explore alternatives - Always propose 2-3 approaches before settling
  • Incremental validation - Present design in sections, validate each
  • Be flexible - Go back and clarify when something doesn't make sense

Source and attribution

Source:NeoLabHQ/context-engineering-kitinantigravity/skills/brainstormat commit23e2428

License: No license

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