alterlab-research-pipeline

# Academic Pipeline v2.6 — Full Academic Research Workflow Orchestrator A lightweight orchestrator that manages the complete academic pipeline from research exploration to final manuscript. It does not perform substantive work — it only detects stages, recommends modes, dispatches skills, manages transitions, and tracks state. **v2.0 Core Improvements**: 1. **Mandatory user confirmation checkpoints** — Each stage completion requires user confirmation before proceeding to the next step 2. **Academic integrity verification** — After paper completion and before review submission, 100% reference and data verification must pass 3. **Two-stage review** — First full review + post-revision focused verification review 4. **Final integrity check** — After revision completion, re-verify all citations and data are 100% correct 5. **Reproducible** — Standardized workflow producing consistent quality assurance each time 6. **Process documentation** — After pipeline completion, automatically generates a "Paper Creation Process Record" PDF documenting the human-AI collaboration history ## Quick Start **Full workflow (from scratch):** ``` I want to write a research paper on the impact of AI on higher education quality assurance ``` --> alterlab-research-pipeline launches, starting from Stage 1 (RESEARCH) **Mid-entry (existing paper):** ``` I already have a paper, help me review it ``` --> alterlab-research-pipeline detects mid-entry, starting from Stage 2.5 (INTEGRITY) **Revision mode (...