Does it integrate with my existing project memory?

Absolutely. It requires a memory MCP server to search your knowledge graph for past decisions and existing patterns before starting a new design exploration.

How does the project tier detection work?

It scans your codebase for signals like Dockerfiles, CI workflows, and total file count to categorize your project tier, ensuring the brainstormed solutions aren't over-engineered or under-designed.

Why is testability checked so early in the process?

To prevent 'untestable' architectures from reaching the final stage, ensuring that any design you choose is maintainable and production-ready.

Can I use this for frontend UI design?

Yes. The skill uses dynamic agent selection to spawn frontend-ui-developers and ux-researchers when it detects UI-related keywords in your prompt.

What is the difference between Task Tool and Agent Teams mode?

Task Tool mode has agents report independently to a lead, while Agent Teams mode allows agents to 'riff' on and challenge each other's ideas in real-time for more creative results.

Intelligent Design Brainstorming

Name: Intelligent Design Brainstorming
Author: yonatangross

byyonatangross

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Productivity & Workflow

Facilitates structured architectural exploration and idea generation using parallel agent teams and project-aware constraints.

The Brainstorming skill transforms high-level concepts into production-ready designs by orchestrating specialized AI agents to explore solutions in parallel. It automatically detects project context—ranging from simple interview assignments to complex enterprise monorepos—to ensure suggested architectures are scope-appropriate. By utilizing a rigorous seven-phase process including memory-graph lookups, divergent ideation, and devil's advocate evaluation, it helps developers compare technical alternatives and synthesize the most robust implementation patterns for any given feature.

Key Features

01Project Tier Auto-Detection: Adjusts architectural complexity based on codebase signals and constraints.

02Testability-First Assessment: Evaluates every design idea for unit and integration test feasibility from the start.

03Structured 7-Phase Workflow: Covers everything from initial topic analysis to final design synthesis and presentation.

0492 GitHub stars

05Agent Teams & Real-time Debate: Enables agents to challenge each other's proposals to find optimal trade-offs.

06Parallel Agent Orchestration: Spawns specialized sub-agents like architects and security auditors to explore ideas simultaneously.

Use Cases

01Exploring multiple architectural patterns for new backend services or API designs.

02Rapidly ideating UI/UX workflows and frontend component structures for new features.

03Conducting deep-dive technical feasibility studies for complex integrations like RAG pipelines.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add yonatangross/orchestkit brainstorming

For use in Claude.ai and ChatGPT

Download Skill