brainstorm

What the source does

• FilesystemNone observedNo reads or writes in the source
• NetworkNone observedNo outbound calls in the source
• ShellNone observedNo commands run in the source
• DependenciesPinnedNothing floats
• SecretsNone foundNo keys in source

Five audit layers

Gates applied: no behavioural pass.

Audit 0.4.1 · source sha c64c9eb3b29e · 28 Oct 2026Report an issue or request a re-scan

• Publisherneolabhq GitHub organizationOwner of the repository this skill is read from
• Source folderneolabhq/context-engineering-kit/skills/brainstormThe exact folder we audited
• LicenceGPL-3.0As the repository states it
• Commit pinned for this verdictc64c9eb3b29eA new audit runs when the source changes
• Repository statusNot archivedLast push 62 days ago
• Sandboxed runNot runSkills are read, not executed; layer L4 is skipped

Its description: 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…

---
name: brainstorm
description: 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
---

# 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

Excerpt, first 2,995 characters of SKILL.md, verbatim from the audited commit. It is text from someone else’s repository, quoted so you can judge it before your agent reads it.

git clone https://github.com/neolabhq/context-engineering-kit
git -C context-engineering-kit checkout c64c9eb3b29e

Works in

1. 2026-10-28
   ✓SAFE B 89 / 100

   first audit · source c64c9eb3b29e

Questions about brainstorm

• github.com/neolabhq/context-engineering-kit/tree/master/skills/b — the audited source at commit c64c9eb3b29e and every finding aboveObserved · 28 Oct 2026

Spotted something wrong? Report a correction · Methodology