idea-generator

Analyze read papers and notes to generate research ideas with feasibility details.

130|1|Updated Mar 25, 2026
One-click install
npx skills add https://github.com/AlphaLab-USTC/ResearchClaw --skill idea-generator-alphalab-ustc
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: idea-generator
Source: https://github.com/AlphaLab-USTC/ResearchClaw/tree/main/skills/idea-generator
Command: npx skills add https://github.com/AlphaLab-USTC/ResearchClaw --skill idea-generator-alphalab-ustc

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Researchers often struggle to synthesize insights from multiple read papers, leading to slow ideation and missed opportunities for new work.

Core Features & Use Cases

  • Analyze your reading list to identify gaps, connections, and research opportunities.
  • Generate 3–5 actionable ideas with problem statements, proposed approaches, and references to related works.
  • Provide structured outputs that are quick to draft into proposals or papers.

Quick Start

Ask the AI to generate 3–5 actionable research ideas based on your read papers.

Frequently Asked Questions about idea-generator

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

FAQPage Schema
How do I generate research ideas from my literature review notes?

To generate research ideas from literature review notes, the tool analyzes your read papers to identify gaps and connections, then proposes 3–5 actionable ideas with problem statements, approaches, and references.

What is cross-paper analysis for finding research gaps?

Cross-paper analysis for finding research gaps synthesizes insights from multiple read papers to identify missed opportunities and connections, enabling faster ideation for new academic work.

How do I assess the feasibility of proposed research ideas?

Assess the feasibility of proposed research ideas by reviewing the generated details on required datasets, compute needs, timelines, risks, and a rationale for timeliness.

Can I draft a research proposal directly from generated arxiv paper ideas?

Yes, you can draft a research proposal directly from generated arxiv paper ideas because the tool provides structured outputs with problem statements, proposed approaches, and references to related works.

Does this research idea generation tool work without external dependencies?

Yes, the research idea generation tool works without external dependencies, requiring only your read papers and notes to analyze gaps and propose actionable research opportunities.

When should I not use automated idea generation for academic research?

Avoid automated idea generation when you lack a foundational reading list of papers and notes, as the tool requires existing literature to synthesize gaps and propose actionable research opportunities.