research-pipeline

Automate research workflows from fuzzy ideas to submission-ready manuscripts.

1|Updated Mar 25, 2026

Search Tags:#automation #workflow #research #experiments #ai-assisted #submission #idea-discovery

Ready to run

npx skills add https://github.com/HeXiao-55/Auto-SurveyMind --skill research-pipeline-hexiao-55

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: research-pipeline
Source: https://github.com/HeXiao-55/Auto-SurveyMind/tree/main/skills/research-pipeline
Command: npx skills add https://github.com/HeXiao-55/Auto-SurveyMind --skill research-pipeline-hexiao-55

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

End-to-end autonomous research workflow that turns vague ideas into implemented experiments and submission-ready papers, reducing manual overhead and speeding up scholarly output.

Core Features & Use Cases

Orchestrates idea discovery, implementation, experimentation, automated reviews, and submission-ready outcomes in a single pipeline.
Supports two workflows: guided idea-to-submission and fully autonomous lifecycle with configurable gates and checkpoints.
Ideal for research teams and individual researchers seeking repeatable, auditable, and scalable pipelines across topics and datasets.

Quick Start

Provide a topic to start the end-to-end workflow.

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 submission-ready manuscript?▼

You can automate the research workflow by providing a topic to trigger an end-to-end pipeline that orchestrates idea discovery, implementation, experimentation, and auto-review into a submission-ready manuscript.

Can I use configurable gates and checkpoints for autonomous research experiments?▼

Configurable gates and checkpoints are supported to control the autonomous research lifecycle, allowing you to insert human review or enable auto-proceed during idea discovery and experiment implementation.

Does this research pipeline support both fully autonomous and guided workflows?▼

The research pipeline supports two workflows: a guided idea-to-submission path and a fully autonomous lifecycle, both utilizing deterministic orchestration with optional auto-proceed and human checkpoint controls.

What is the best way to generate submission-ready papers from a fuzzy research idea?▼

Generating submission-ready papers from fuzzy ideas requires an automated pipeline that handles idea discovery, experiment implementation, testing, and auto-review loops with auditable checkpoints to reduce manual overhead.

Are human checkpoints required to run the end-to-end research automation pipeline?▼

Human checkpoints are optional, not required; the end-to-end research automation pipeline supports auto-proceed configurations for fully autonomous execution or manual gates for guided review.

How does the automated review loop work in the research experiment pipeline?▼

The automated review loop works by applying configurable gates within the research pipeline, evaluating implemented experiments iteratively to ensure outcomes meet submission-ready standards before proceeding.