AI/ML

sdd:brainstorm

neolabhq/context-engineering-kit · updated Apr 8, 2026

$npx skills add https://github.com/neolabhq/context-engineering-kit --skill sdd:brainstorm
summary

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

skill.md

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

Documentation:

  • Write the validated design to .specs/plans/<topic>.design.md
  • Use docs:write-concisely skill if available
  • Commit the design document to git

Implementation (if continuing):

  • Ask: "Ready to set up for implementation?"
  • Use git:create-worktree to create isolated workspace
  • Use sdd:add-task to create task file for target approach

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
general reviews

Ratings

4.510 reviews
  • Shikha Mishra· Oct 10, 2024

    sdd:brainstorm is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.

  • Piyush G· Sep 9, 2024

    Keeps context tight: sdd:brainstorm is the kind of skill you can hand to a new teammate without a long onboarding doc.

  • Chaitanya Patil· Aug 8, 2024

    Registry listing for sdd:brainstorm matched our evaluation — installs cleanly and behaves as described in the markdown.

  • Sakshi Patil· Jul 7, 2024

    sdd:brainstorm reduced setup friction for our internal harness; good balance of opinion and flexibility.

  • Ganesh Mohane· Jun 6, 2024

    I recommend sdd:brainstorm for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.

  • Oshnikdeep· May 5, 2024

    Useful defaults in sdd:brainstorm — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.

  • Dhruvi Jain· Apr 4, 2024

    sdd:brainstorm has been reliable in day-to-day use. Documentation quality is above average for community skills.

  • Rahul Santra· Mar 3, 2024

    Solid pick for teams standardizing on skills: sdd:brainstorm is focused, and the summary matches what you get after install.

  • Pratham Ware· Feb 2, 2024

    We added sdd:brainstorm from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.

  • Yash Thakker· Jan 1, 2024

    sdd:brainstorm fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.