polymath

Provides research, ideation, and decision-support dialogue for uncertain project concepts before coding begins.

Updated Apr 10, 2026

Search Tags:#research #ideation #dialogue #decision support #knowledge synthesis #preflight #gate companion

Ready to run

npx skills add https://github.com/Exia-thd/Digital-Nervous --skill polymath-exia-thd

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: polymath
Source: https://github.com/Exia-thd/Digital-Nervous/tree/main/skills/polymath
Command: npx skills add https://github.com/Exia-thd/Digital-Nervous --skill polymath-exia-thd

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Polymath acts as an AI co‑pilot that helps users clarify uncertain ideas, research options, and make informed decisions before any code is written or pipelines start.

Core Features & Use Cases

Research Partner: Conducts up‑to‑date web searches, synthesizes findings, and presents concise overviews.
Ideation Assistant: Guides brainstorming, refines fuzzy concepts, and surfaces hidden opportunities.
Decision Advisor: Analyzes trade‑offs, outlines risks, and prepares hand‑off packages for execution skills.
Gate Companion: Explains pipeline artifacts, answers user questions at approval gates, and ensures understanding before proceeding.

Quick Start

Ask Polymath to help you explore a new product idea or clarify a decision.

Frequently Asked Questions about polymath

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I clarify uncertain project concepts before writing any code?▼

To clarify uncertain project concepts before coding, you use an AI co-pilot for research and ideation. It surfaces risks, generates options, and synthesizes knowledge without executing code, ensuring informed pre-flight planning.

What is the best way to research options and analyze trade-offs for a new product idea?▼

Researching options and analyzing trade-offs for a new product idea is achieved through decision-support dialogue. This approach synthesizes findings into concise overviews and prepares hand-off packages for execution.

Can I get help understanding pipeline artifacts at approval gates?▼

Yes, you can get help understanding pipeline artifacts at approval gates. A gate companion explains these artifacts, answers mid-pipeline questions, and ensures contextual understanding before proceeding.

Does this decision support approach work without executing any code?▼

Yes, this decision support approach works without executing any code. It focuses entirely on providing research, ideation, and knowledge synthesis to generate options and surface risks during pre-flight planning.

When do I need knowledge synthesis for pre-flight planning?▼

You need knowledge synthesis for pre-flight planning when you have fuzzy concepts or uncertain project ideas. It surfaces hidden opportunities, identifies knowledge gaps, and prepares concise summaries before execution begins.