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research-pipeline

Automate the end-to-end research lifecycle from idea discovery to submission-ready paper.

Updated Mar 1, 2026
Search Tags:#automation#workflow#research#experiments#paper-writing#literature-survey#auto-review
One-click install
npx skills add https://github.com/hve4638/hve-cc-marketplace --skill research-pipeline-hve4638
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: research-pipeline
Source: https://github.com/hve4638/hve-cc-marketplace/tree/main/aris/skills/skills-codex/research-pipeline
Command: npx skills add https://github.com/hve4638/hve-cc-marketplace --skill research-pipeline-hve4638

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill automates the end-to-end autonomous research lifecycle, enabling researchers to move from broad ideas to submission-ready papers with minimal manual overhead.

Core Features & Use Cases

  • Idea Discovery to Implementation: Orchestrates idea discovery, implementation, and experiment deployment within a single pipeline.
  • Auto-Review & Iteration: Includes automated review loops to refine results and generate iterative improvements.
  • Literature Survey & Papers: Integrates literature surveys, novelty checks, and preparation of a submission-ready manuscript.

Quick Start

Provide a topic to start the full autonomous research pipeline from idea discovery to submission-ready output.

Frequently Asked Questions about research-pipeline

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

FAQPage Schema
How do I automate the research workflow from idea discovery to a submission-ready paper?▼

The autonomous research pipeline handles literature surveys, experiments, and auto-review loops, generating output artifacts like IDEA_REPORT.md and AUTO_REVIEW.md to refine results iteratively.

What is an automated auto-review loop for research experiments?▼

An automated auto-review loop evaluates experimental results and iteratively refines them to improve quality, producing an AUTO_REVIEW.md artifact that documents the improvements made during the research pipeline.

Does the autonomous research pipeline include guardrails for human checkpoints?▼

Yes, the autonomous research pipeline includes guardrails for human checkpoints, allowing you to review modular stage execution and output artifacts before proceeding to the next phase of the workflow.

What is the best way to generate a literature survey and novelty check for a research topic?▼

The best way to generate a literature survey and novelty check is to input your topic into the autonomous research pipeline, which integrates these checks into the workflow before drafting the final paper.

What output artifacts are generated by an end-to-end research automation pipeline?▼

An end-to-end research automation pipeline generates comprehensive output artifacts including IDEA_REPORT.md for initial exploration, AUTO_REVIEW.md for iterative refinement, and final summaries for the submission-ready paper.

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