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research-refine-pipeline

Automate research method refinement and experiment planning into actionable plans.

Updated Jun 7, 2026
Search Tags:#workflow#research#pipeline#experiment planning#method refinement
One-click install
npx skills add https://github.com/czh-ee-2023/zotero-aris --skill research-refine-pipeline-czh-ee-2023
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: research-refine-pipeline
Source: https://github.com/czh-ee-2023/zotero-aris/tree/main/.claude/skills/research-refine-pipeline
Command: npx skills add https://github.com/czh-ee-2023/zotero-aris --skill research-refine-pipeline-czh-ee-2023

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires mcp__codex__codex, mcp__codex__codex-reply, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill addresses the challenge of creating a cohesive research proposal and detailed experiment plan from a vague research direction, offering a seamless, end-to-end process.

Core Features & Use Cases

  • End-to-End Workflow: Combines method refinement and experiment planning into a single pipeline.
  • Integrated Outputs: Generates a final proposal, review summary, experiment plan, and pipeline summary.
  • Use Case: Ideal for researchers who need a structured approach to turning an initial research idea into a well-defined study with a clear roadmap.

Quick Start

To initiate the research-refine-pipeline, use the command: /research-refine-pipeline YourResearchTopic

Frequently Asked Questions about research-refine-pipeline

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

FAQPage Schema
How do I turn a vague research idea into a structured experiment plan?▼

To turn a vague research idea into a structured experiment plan, use an end-to-end pipeline that automates method refinement. It integrates workflows to generate a cohesive proposal, review summary, and actionable experiment plan from an initial research direction.

What is the best way to automate method refinement for a research proposal?▼

Automating method refinement for a research proposal is best achieved through an integrated pipeline that combines method refinement with experiment planning. This generates a final proposal, review summary, experiment plan, and pipeline summary.

How do I start the research-refine-pipeline for experiment planning?▼

To start experiment planning with the research-refine-pipeline, use the command `/research-refine-pipeline YourResearchTopic`. This initiates the end-to-end workflow to generate your structured proposal and experiment plan.

Do I need specific tools to run the research refinement and experiment planning workflow?▼

Running the research refinement workflow requires Bash, Read, Write, Edit, Grep, Glob, WebSearch, WebFetch, and specific MCP codex functions. These dependencies execute the integrated method refinement and experiment planning tasks.

What outputs does the end-to-end research pipeline generate?▼

The end-to-end research pipeline generates a final proposal, review summary, experiment plan, and pipeline summary. These integrated outputs provide a well-defined study with a clear roadmap from your initial research idea.

Can I use this pipeline for large-scale research projects requiring WebSearch?▼

Yes, you can use this pipeline for research projects requiring WebSearch and WebFetch capabilities. The pipeline integrates these tools to automate method refinement and generate a comprehensive experiment plan.

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