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research-refine-pipeline

Transforms vague research directions into final proposals and experiment roadmaps.

Updated Apr 18, 2026
Search Tags:#automation#planning#refinement#research#pipeline#proposal#experiments
One-click install
npx skills add https://github.com/THUFanZd/Sewed_pipeline --skill research-refine-pipeline-thufanzd
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: research-refine-pipeline
Source: https://github.com/THUFanZd/Sewed_pipeline/tree/main/.agents/skills/research-refine-pipeline
Command: npx skills add https://github.com/THUFanZd/Sewed_pipeline --skill research-refine-pipeline-thufanzd

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill automates the end-to-end transformation of vague research directions into a concrete final proposal and a detailed experiment roadmap.

Core Features & Use Cases

  • Chains the core workflows of research-refine and experiment-plan to deliver a complete package from idea to execution plan.
  • Provides a structured output set including a refined FINAL_PROPOSAL, a REVIEW_SUMMARY, and an EXPERIMENT_PLAN with a PIPELINE_SUMMARY.
  • Use cases include one-shot pipelines that start from a rough direction and end with a ready-to-run plan.

Quick Start

Create an end-to-end pipeline that turns a vague research direction into a final proposal plus an experiment roadmap.

Frequently Asked Questions about research-refine-pipeline

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

FAQPage Schema
How do I automate turning a vague research direction into a concrete experiment plan?▼

Automate research planning by using an end-to-end pipeline that transforms vague directions into a final proposal and detailed experiment roadmap, outputting artifacts like FINAL_PROPOSAL.md and EXPERIMENT_PLAN.md in one shot.

What outputs are generated by an end-to-end research proposal pipeline?▼

A research proposal pipeline generates multiple structured artifacts, including FINAL_PROPOSAL.md, REVIEW_SUMMARY.md, REFINEMENT_REPORT.md, EXPERIMENT_PLAN.md, EXPERIMENT_TRACKER.md, and a concise PIPELINE_SUMMARY.md.

Can I generate both a refined research method and a validation plan from a single rough idea?▼

Yes, you can generate both by chaining research refinement and experiment planning workflows, connecting a rough idea to a polished method and a ready-to-run validation plan.

Does the research refinement pipeline preserve the original problem anchor throughout the transformation?▼

The research refinement pipeline preserves the problem anchor throughout the transformation, ensuring the final proposal and experiment roadmap remain aligned with the initial research direction.

When do I need to use an automated research-to-proposal pipeline?▼

You need an automated research-to-proposal pipeline when you have a rough research direction and want to skip manual steps to directly obtain a polished method, review summary, and execution plan.

What is the best way to create an experiment roadmap from a refined research proposal?▼

The best way is to use an integrated pipeline that automatically sequences proposal refinement and experiment planning, delivering a detailed experiment roadmap and tracker alongside the final proposal.

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