What problem does it solve? Coordinating research, writing, integrity verification, peer review, and revision across separate tools often leads to skipped verification steps, lost state between sessions, and inconsistent quality. This Skill orchestrates the full academic pipeline as a single state-tracked workflow with mandatory checkpoints and integrity gates. ## Core Features & Use Cases - 10-Stage Orchestration: Coordinates deep-research, academic-paper, and academic-paper-reviewer skills through research, writing, integrity checks, two-stage review, revision, and finalization. - Mandatory Integrity Gates: Stage 2.5 and 4.5 run 100% reference verification plus a 7-mode AI research failure checklist that blocks the pipeline on suspected hallucinated citations, fabricated results, or methodology fabrication. - State Tracking & Resume: Material Passport records pipeline state, enabling cross-session resume via resume_from_passport with boundary hashes. - Use Case: A researcher with reviewer comments on a submitted paper enters at Stage 4 (REVISE), gets a structured revision with response-to-reviewers, passes re-review and final integrity verification, and receives a formatted final manuscript with a bilingual process record PDF. ## Quick Start Ask the assistant to run the full academic pipeline for a research paper on your chosen topic, starting from the research stage.
