idea-creator

Generate and rank research ideas with hypotheses, experiments, and budget estimates.

Updated Apr 1, 2026

Search Tags:#brainstorming #research #ideation #evaluation #literature-review #idea-generation #pilot-design

Ready to run

npx skills add https://github.com/Wenwen555/ARIS-LVLM --skill idea-creator-wenwen555

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: idea-creator
Source: https://github.com/Wenwen555/ARIS-LVLM/tree/main/skills/idea-creator
Command: npx skills add https://github.com/Wenwen555/ARIS-LVLM --skill idea-creator-wenwen555

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Generate and rank actionable research ideas from a broad direction, accelerating the start of publishable work.

Core Features & Use Cases

Generate a set of concrete, prioritized research ideas from a given direction.
Provide concise hypotheses, minimum viable experiments, expected impact, and pilot planning guidance.
Rank ideas to inform immediate action and sequencing for projects, proposals, or papers.

Quick Start

Think of a broad research direction and run the skill to produce a ranked set of ideas you can pursue, with recommended pilots and next steps.

Frequently Asked Questions about idea-creator

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

FAQPage Schema

How do I generate actionable research ideas from a broad literature review direction?▼

To generate actionable research ideas, provide a broad research direction to produce a prioritized set of concrete ideas. Each idea includes a hypothesis, minimum viable experiment, expected impact, and computed budget estimate.

Can I get a pilot design and feasibility ranking for brainstormed ideation?▼

Yes, pilot design and feasibility ranking are core outputs. The evaluation process filters out infeasible options and returns a structured ranked report detailing novelty, expected impact, and minimum viable experiments.

What is the best way to rank research ideas for immediate project sequencing?▼

Ranking research ideas for sequencing involves evaluating feasibility, novelty, and expected impact. This generates a structured ranked report that filters out infeasible options for immediate docking into the IDEA_REPORT.md workflow.

Does idea generation require preliminary input data or prior research frameworks?▼

Idea generation requires only a broad research direction as input. The skill autonomously handles brainstorming, literature review alignment, and pilot planning without needing preliminary research frameworks or dependencies.

How do I compute budget estimates and expected impact for a pilot design?▼

Computing budget estimates and expected impact happens automatically during idea generation. The skill evaluates each hypothesis and minimum viable experiment to provide computed budget estimates within a structured ranked report.