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research-refine-pipeline

Automate research refinement and experiment planning into proposal and roadmap files.

Updated Apr 2, 2026
Search Tags:#workflow#planning#research#pipeline#proposal#refine#experiment-plan
One-click install
npx skills add https://github.com/dz306271098/ARIS_for_Robotics --skill research-refine-pipeline-dz306271098
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: research-refine-pipeline
Source: https://github.com/dz306271098/ARIS_for_Robotics/tree/main/skills/research-refine-pipeline
Command: npx skills add https://github.com/dz306271098/ARIS_for_Robotics --skill research-refine-pipeline-dz306271098

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This workflow automates the end-to-end research process, chaining refinement and experimental planning to produce a ready-to-share proposal and a detailed experiment roadmap from a vague direction.

Core Features & Use Cases

  • Orchestrates two existing workflows: research-refine and experiment-plan
  • Generates a finalized proposal, a comprehensive review summary, an refinement report, an experiment plan, an experiment tracker, and a pipeline summary
  • Includes triage and gate checks to ensure the final method is stable before planning experiments

Quick Start

Run the end-to-end pipeline from a vague research direction to a final proposal and detailed 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 convert a vague research direction into a concrete proposal and experiment plan?▼

To convert a vague research direction into a concrete proposal and experiment plan, you can automate the end-to-end research pipeline to chain refinement and experimental planning, directly producing a finalized proposal and a detailed experiment roadmap.

What files are generated when automating research proposal refinement and experiment planning?▼

Automating research proposal refinement and experiment planning generates six files: FINAL_PROPOSAL.md, REVIEW_SUMMARY.md, REFINEMENT_REPORT.md, EXPERIMENT_PLAN.md, EXPERIMENT_TRACKER.md, and PIPELINE_SUMMARY.md under the refine-logs directory.

Can I use this workflow to generate a review summary and revision history for my research proposal?▼

Yes, you can use this research refinement workflow to generate a review summary and revision history for your proposal, applying automated reviews and refinement reports before finalizing the method for experiment planning.

How does the pipeline ensure my research method is stable before creating an experiment roadmap?▼

The pipeline ensures your research method is stable before creating an experiment roadmap by applying built-in triage and gate checks, verifying that the finalized proposal passes structural and methodological reviews before experiment planning begins.

Do I need any specific dependencies to run the end-to-end research planning pipeline?▼

No external dependencies are required to run the end-to-end research planning pipeline, but it orchestrates two companion workflows, research-refine and experiment-plan, to process the vague direction into the final proposal and experiment tracker outputs.

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