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idea-discovery

Orchestrates literature search, idea generation, novelty check, and refinement into a pipeline.

Updated Jul 6, 2026
Search Tags:#innovation#research automation#academic research#pipeline automation#idea discovery
One-click install
npx skills add https://github.com/caw111/2026-SoftwareCup --skill idea-discovery-caw111
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: idea-discovery
Source: https://github.com/caw111/2026-SoftwareCup/tree/main/.agents/skills/idea-discovery
Command: npx skills add https://github.com/caw111/2026-SoftwareCup --skill idea-discovery-caw111

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates the complete idea discovery pipeline, taking a broad research direction and producing validated, pilot-tested ideas.

Core Features & Use Cases

  • Full Idea Discovery Workflow: Orchestrates sub-skills to search literature, generate ideas, check novelty, and refine methods.
  • Automated Pipeline: Chains sub-skills like literature survey, idea generation, novelty check, and review for a streamlined process.
  • Use Case: Ideal for researchers and innovators looking to rapidly explore new research directions and validate ideas.

Quick Start

Run the idea-discovery skill with your research topic: /idea-discovery "my research topic"

Frequently Asked Questions about idea-discovery

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

FAQPage Schema
How do I automate the academic research idea discovery pipeline?▼

To automate the idea discovery pipeline, you can provide a broad research direction to trigger an orchestrated workflow that executes literature search, idea generation, novelty check, and refinement.

What is the best way to validate new research ideas from a topic?▼

The best way to validate research ideas is to run an automated pipeline that chains literature survey, idea generation, and novelty checks, producing pilot-tested ideas from your initial research direction.

Can I use this pipeline automation for academic literature search and novelty check?▼

Yes, pipeline automation is designed for academic research, orchestrating sub-skills to search literature and check novelty to ensure your generated ideas are validated and refined.

How does research automation work for generating new innovation ideas?▼

Research automation works by taking a broad research direction and orchestrating multiple sub-skills to search literature, generate ideas, and execute a novelty check, yielding validated, pilot-tested ideas.

Do I need sub-skills to run the end-to-end idea discovery workflow?▼

Yes, the idea discovery workflow requires multiple sub-skills and resources to orchestrate the literature search, idea generation, novelty check, and refinement phases automatically.

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