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idea-creator

Generate and rank research ideas through literature surveys and pilot experiments.

Updated Mar 15, 2026
Search Tags:#brainstorming#idea validation#experiment planning#literature review#research ideas#novelty check
One-click install
npx skills add https://github.com/MACJONSW/AutoResearchIDEA --skill idea-creator-macjonsw
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: idea-creator
Source: https://github.com/MACJONSW/AutoResearchIDEA/tree/main/skills/idea-creator
Command: npx skills add https://github.com/MACJONSW/AutoResearchIDEA --skill idea-creator-macjonsw

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill automates the process of discovering and prioritizing novel research ideas within a given field, transforming broad directions into actionable project proposals.

Core Features & Use Cases

  • Automated Idea Generation: Brainstorms a wide range of research concepts based on user-provided directions.
  • Systematic Validation: Filters and ranks ideas through landscape surveys, novelty checks, critical reviews, and pilot experiments.
  • Use Case: A researcher provides the direction "improving LLM reasoning capabilities," and the skill generates a ranked list of 3-5 concrete, testable research ideas with estimated effort and potential impact.

Quick Start

Use the idea creator skill to brainstorm research ideas for "advancing multimodal AI".

Frequently Asked Questions about idea-creator

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

FAQPage Schema
How do I generate and rank novel research ideas for a specific field?▼

To generate and rank research ideas, provide a broad research direction to automate literature surveys, identify gaps, brainstorm concepts, and validate feasibility through critical review and pilot experiments.

What is the best way to validate research novelty and feasibility before starting a project?▼

Validating research novelty involves conducting systematic landscape surveys and critical reviews to filter ideas, followed by designing pilot experiments to test feasibility and estimate potential impact.

Can I use automated brainstorming to turn a broad research direction into an actionable project proposal?▼

Automated brainstorming transforms broad directions into actionable project proposals by surveying literature, generating a wide range of concepts, and outputting a ranked list of testable research ideas.

Do I need web search and experiment execution tools to identify gaps in literature?▼

Yes, identifying gaps in literature and validating ideas through pilot experiments requires web search, LLM chat capabilities, and experiment execution tools to systematically survey and test research concepts.

How many concrete research ideas can I expect from an automated validation process?▼

The automated validation process outputs a ranked list of three to five concrete, testable research ideas complete with estimated effort and potential impact for academic and R&D professionals.

Limitations of automated idea generation for academic and R&D professionals?▼

Automated idea generation requires web search and experiment execution tools to function, meaning it cannot operate fully offline and relies on external capabilities to validate feasibility through pilot experiments.

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