skills.rest
THUFanZd
THUFanZdCOMMUNITY
Explore all skills by this author →
GitHub

idea-discovery

Orchestrate a structured workflow from literature review to refined proposal with experiment plan.

Updated Apr 18, 2026
Search Tags:#workflow-automation#idea-generation#research-pipeline#pilot-plans#novelty-check#literature-survey#proposal-refinement
One-click install
npx skills add https://github.com/THUFanZd/Sewed_pipeline --skill idea-discovery-thufanzd
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: idea-discovery
Source: https://github.com/THUFanZd/Sewed_pipeline/tree/main/.agents/skills/idea-discovery
Command: npx skills add https://github.com/THUFanZd/Sewed_pipeline --skill idea-discovery-thufanzd

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill addresses the challenge of turning broad research directions into validated, pilot-tested ideas by orchestrating a structured end-to-end workflow from literature review to refined proposals.

Core Features & Use Cases

  • Orchestrates phases: literature survey, idea creation, novelty checks, research review, and refine pipeline outputs.
  • Produces an IDEA_REPORT.md with ranked ideas and a refined proposal along with an experiment plan for implementation.
  • Suitable for researchers and cross-functional teams needing disciplined ideation and actionable plans.

Quick Start

Provide a topic or direction and run /idea-discovery to generate an IDEA_REPORT.md and a refined proposal.

Frequently Asked Questions about idea-discovery

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

FAQPage Schema
How do I find novel research ideas from a literature survey and turn them into a proposal?▼

An end-to-end idea discovery pipeline orchestrates the entire workflow from a literature survey to a refined proposal, generating ranked ideas and a pilot experiment plan to turn broad directions into validated concepts.

What is the best way to perform a novelty check on a generated research idea?▼

A novelty check is best performed within a structured idea discovery workflow, which evaluates generated concepts against existing literature during dedicated checkpoints to ensure the proposed research direction is auditable and feasible.

How do I create a pilot experiment plan for a new research direction?▼

You create a pilot experiment plan by running an ideation pipeline that refines broad topics into actionable proposals, outputting a structured plan detailing the necessary steps for implementation.

Can I use an automated workflow to refine my research proposal?▼

Yes, an idea discovery pipeline automates proposal refinement by enforcing structured checkpoints and guardrails, taking your initial direction and producing a refined proposal ready for implementation.

Does idea generation workflow require any specific dependencies or components to run?▼

No, the idea generation workflow operates without any specific dependencies or components, allowing you to directly provide a topic or direction and run the pipeline to generate your proposal.

What outputs should I expect from a comprehensive research ideation pipeline?▼

From a research ideation pipeline, you should expect an IDEA_REPORT.md containing ranked ideas, alongside a refined proposal and a detailed experiment plan for implementation.

Related Skills

Explore More Education & Research Skills→
llv22llv22
5

idea-creator

Generate and rank research ideas with novelty checks and evaluation criteria.

Community
Advanced
Chanw-researchChanw-research
38

idea-discovery

Automate research idea discovery into validated experiment plans.

Official
Advanced
fkguofkguo
14

deep-literature-review

Automate multi-hop literature searches and generate comprehensive survey reports.

Community
Advanced
Embers-of-the-FireEmbers-of-the-Fire

idea-generation

Generate and refine research ideas with literature-backed novelty checks.

Community
Advanced