research-pipeline

This pipeline automates the full research lifecycle from idea discovery to paper submission. It orchestrates literature survey, implementation, experimentation, and auto-review stages, producing submission-ready papers and artifacts like IDEA_REPORT.md.

You can configure autonomous progression gates using flags like AUTO_PROCEED and HUMAN_CHECKPOINT. These controls allow you to manage whether the pipeline pauses for manual review or automatically advances through the research stages.

Auto-review works by iteratively evaluating research artifacts across the implementation and experimentation stages. The pipeline generates an AUTO_REVIEW.md file and maintains a traceable history to ensure quality control before submission readiness.

Using an automated research pipeline with an ARXIV_DOWNLOAD flag is the best way to generate a literature survey and retrieve papers. This enables automated retrieval of source materials during the initial idea discovery phase.

The autonomous research pipeline supports multi-stage coordination for research teams. It provides configurable gating, artifact generation, and traceable history across stages, designed for teams seeking end-to-end lifecycle automation.