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idea-discovery

Automate research idea discovery into validated experiment plans.

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

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill automates end-to-end idea discovery, transforming a broad research direction into a validated, pilot-ready set of ideas and plans to move forward.

Core Features & Use Cases

  • Orchestrates the full workflow: literature survey, idea creation, novelty checks, critical reviews, and refinement planning.
  • Produces structured outputs such as idea-stage reports, refined proposals, and experiment roadmaps to save researchers time and reduce risk.
  • Use cases include starting from "找idea全流程" prompts or general directions to obtain a concrete, testable research plan.

Quick Start

Describe your research direction and I will run the full idea-discovery workflow to generate a ranked IDEA_REPORT and a concrete experiment plan.

Frequently Asked Questions about idea-discovery

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

FAQPage Schema
How do I automate research idea generation from a broad direction?▼

Idea discovery automates end-to-end research idea generation by taking a broad research direction and running literature surveys, novelty checks, and critical reviews to output a validated, pilot-ready set of ideas.

What is the best way to validate research novelty before starting experiments?▼

Validating research novelty is achieved by running automated novelty checks and critical reviews against existing literature, generating refined proposals and experiment plans to ensure ideas are pilot-ready.

Can I use this workflow to generate a full experiment plan from a literature survey?▼

Yes, the workflow orchestrates the full transition from a literature survey into a concrete experiment plan, generating structured experiment roadmaps and refined proposals to guide pilot studies.

Does the idea discovery workflow support configurable constraints for pilot limits?▼

Yes, the idea discovery workflow supports configurable constraints and checkpoints for pilot limits, actively tracking budgets to ensure generated experiment plans remain within defined research boundaries.

What outputs should I expect from an AI-assisted research review workflow?▼

Outputs from an AI-assisted research review workflow include a structured IDEA_REPORT.md, refined proposals, and concrete experiment plans, transforming initial directions into actionable research steps.

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