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idea-creator

Generate and rank publishable research ideas with pilot plans from a broad direction.

38|3|Updated May 7, 2026
Search Tags:#ranking#idea-generation#novelty-check#landscape-survey#pilot-experiments#research-ideas
One-click install
npx skills add https://github.com/Chanw-research/claude-code-paper-writing --skill idea-creator-chanw-research
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: idea-creator
Source: https://github.com/Chanw-research/claude-code-paper-writing/tree/main/skills/paper-discipline/idea-creator
Command: npx skills add https://github.com/Chanw-research/claude-code-paper-writing --skill idea-creator-chanw-research

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Generates and ranks actionable research ideas from a broad direction by scaffolded landscape analysis, ideation, and pilot planning to accelerate research planning.

Core Features & Use Cases

  • Landscape survey to map the research area, identify gaps, and surface opportunities.
  • Automated idea generation and ranking with feasibility, novelty, and impact assessments.
  • End-to-end workflow integration with /research-lit, /novelty-check, /research-review, and /run-experiment to produce a ranked report and pilot plans.
  • Wiki-compatible memory and traceability for ideas and their rationale.

Quick Start

Provide a broad research direction and the skill will generate and rank publishable ideas.

Frequently Asked Questions about idea-creator

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

FAQPage Schema
How do I generate publishable research ideas from a broad research direction?▼

To generate publishable research ideas from a broad research direction, use scaffolded landscape analysis to map the area, identify gaps, and rank ideas by feasibility, novelty, and impact. This produces a structured report with testable pilot plans.

Can I rank research ideas by feasibility and novelty before running experiments?▼

Yes, you can rank research ideas by feasibility and novelty before running experiments. The skill applies automated idea generation with feasibility, novelty, and impact assessments to respect compute, data, and risk constraints during pilot planning.

What is a landscape survey in research idea generation?▼

A landscape survey in research idea generation maps the research area to identify gaps and surface opportunities. It organizes publishable directions by combining this landscape analysis with pilot planning to accelerate research planning.

Does idea generation integrate with literature review and novelty check workflows?▼

Yes, idea generation integrates with literature review and novelty check workflows. It requires integration with Phase workflows such as /research-lit, /novelty-check, /research-review, and /run-experiment to produce a ranked report and pilot plans.

What are the limitations of automated research idea generation?▼

Automated research idea generation is limited by compute, data, and risk constraints. It respects these boundaries during pilot planning but requires downstream validation through /run-experiment and /research-review workflows to confirm publishability.

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