research-pipeline

Automate research workflows from idea generation to paper writing.

Updated Jul 6, 2026

Search Tags:#idea generation #research automation #paper writing #research pipeline #experiment automation

Ready to run

npx skills add https://github.com/caw111/2026-SoftwareCup --skill research-pipeline-caw111

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: research-pipeline
Source: https://github.com/caw111/2026-SoftwareCup/tree/main/.agents/skills/research-pipeline
Command: npx skills add https://github.com/caw111/2026-SoftwareCup --skill research-pipeline-caw111

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires pypdf, pdfplumber, pdf2image, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill automates the entire research lifecycle, from idea generation to publication, streamlining the process and reducing the need for manual intervention.

Core Features & Use Cases

Full Research Workflow: Manages all stages of research, including idea discovery, experiment design, review, and paper writing.
Automated Idea Generation: Generates research ideas based on input parameters and literature.
Experiment Automation: Automates experiment execution and results collection.
Review and Refinement: Provides an automated review loop to refine research findings.
Paper Writing: Offers an optional paper writing workflow for finalizing research into a publishable format.

Quick Start

Use the research-pipeline skill to initiate a new research project with the topic 'machine learning'.

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 entire research lifecycle from idea generation to paper writing?▼

Research pipeline automation handles the entire workflow from literature review and idea discovery to experiment execution and paper writing, reducing manual intervention by requiring various AI models and Python libraries for different research stages.

Can I automate experiment execution and literature review in one workflow?▼

Yes, automated research workflows manage experiment execution, results collection, and literature review simultaneously, providing an automated review loop to refine research findings before finalizing outputs.

Do I need Python libraries like pypdf and pdfplumber to run research automation?▼

Yes, research automation requires Python libraries including pypdf, pdfplumber, and pdf2image to process literature and handle various stages of the research process alongside required AI models.

What is the best way to generate research ideas from existing literature?▼

Automated idea generation produces research ideas by analyzing input parameters and existing literature, streamlining idea discovery within a full research workflow that connects directly to experiment design and review.

Does this research pipeline provide an automated review loop to refine findings?▼

Yes, the research pipeline includes a review and refinement stage that provides an automated review loop to evaluate and refine research findings before transitioning to the optional paper writing workflow.

Can I use this to convert refined research findings into a publishable paper format?▼

Yes, an optional paper writing workflow finalizes refined research findings into a publishable format, completing the end-to-end research automation from initial idea discovery to final publication.