idea-discovery

Automate multi-phase idea discovery from literature survey to validated experiment planning.

2|Updated Mar 29, 2026

Search Tags:#workflow #research #ideation #pilot-plans #novelty-check #literature-survey #idea-discovery

Ready to run

npx skills add https://github.com/satsuki-64/MiniAgentWorkflow --skill idea-discovery-satsuki-64

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: idea-discovery
Source: https://github.com/satsuki-64/MiniAgentWorkflow/tree/main/.skills/idea-discovery
Command: npx skills add https://github.com/satsuki-64/MiniAgentWorkflow --skill idea-discovery-satsuki-64

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automates the end-to-end idea discovery process, turning a broad research direction into a structured set of validated ideas and a concrete plan.

Core Features & Use Cases

Multi-phase pipeline: integrates literature survey, idea creation, novelty verification, critical review, and refinement into a single workflow.
Artifact generation: outputs IDEA_REPORT.md and refined proposals, with pilot plans and experiment roadmaps.
Use Case: for research teams or product teams starting from a vague direction and needing a validated set of actionable ideas and a plan to test them.

Quick Start

Initiate the full idea discovery workflow from a broad research direction to a validated, pilot-ready proposal.

Frequently Asked Questions about idea-discovery

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

FAQPage Schema

How do I automate a literature survey and novelty check for a broad research direction?▼

Automating a literature survey and novelty check involves running a multi-phase pipeline that surveys existing literature, generates new ideas, and validates their novelty. This workflow outputs a structured IDEA_REPORT.md containing critically reviewed and validated research proposals.

What is the best way to turn a vague research direction into a concrete experiment plan?▼

Turning a vague research direction into a concrete experiment plan requires an end-to-end idea discovery workflow. This process refines broad concepts through critical review and novelty validation, ultimately generating pilot-ready proposals and concrete experiment roadmaps.

Can I generate a pilot plan and experiment roadmap after validating research ideas?▼

Yes, you can generate a pilot plan and experiment roadmap after validating research ideas. The idea discovery pipeline enforces a multi-phase workflow that concludes with artifact generation, outputting refined proposals alongside concrete experiment roadmaps for immediate testing.

Do I need any specific dependencies or components to start the idea discovery workflow?▼

No specific dependencies or components are required to start the idea discovery workflow. The pipeline operates independently to process your broad research direction, requiring only your initial input to generate validated ideas and refined logs.

What artifacts are generated when automating end-to-end idea discovery?▼

Automating end-to-end idea discovery generates structured artifacts like IDEA_REPORT.md and refine-logs. These files capture the comprehensive literature survey, novelty validation results, critical reviews, and the final pilot plans to support the research workflow.

Why use a multi-phase pipeline for research ideation instead of generating ideas directly?▼

Using a multi-phase pipeline for research ideation ensures that generated ideas are rigorously validated. By integrating literature surveying, novelty verification, and critical review, the workflow prevents redundant concepts and outputs a refined, actionable set of pilot plans.