What problem does it solve?
The Academic Pipeline orchestrator provides a self-contained, repeatable mechanism to coordinate a full academic research workflow—from initial research through final manuscript—by managing stage transitions, artifact handoffs, and governance gates, ensuring reproducible results and auditable integrity.
Core Features & Use Cases
- End-to-end orchestration: coordinates a 10-stage workflow (research, write, integrity, review, revise, re-review, re-revise, final integrity, finalize, process summary) with mandatory integrity checks and two-stage peer review.
- Handoff-driven workflow: defines explicit stage-to-stage handoffs and material contracts to ensure traceability and quality assurance across the pipeline.
- Adaptive checkpointing: implements a multi-tier checkpoint system (FULL, SLIM, MANDATORY) to balance rigor with momentum, while ensuring critical gates cannot be bypassed.
- Reproducibility and traceability: enforces artifact versioning, 100% integrity verification at key gates, and formal process recording for auditability.
- Use Case: a research team uses the pipeline to move from literature discovery to submission-ready manuscripts with complete provenance and through-put governance.
Quick Start
Define your research topic and let the orchestrator guide Stage 1 through Stage 6 to produce a finalized manuscript.
