Marvin-LiJunZan Academic Research Skills (ARS) Suite
The comprehensive academic research engineering toolkit, supporting end-to-end paper authoring from early hypothesis development through peer-review defense.
Core Modules & Capabilities
Deep Research & Literature Intelligence (
deep-research/):- High-precision query generation, semantic paper graph expansion, citation chain tracking.
- S2 / OpenAlex / arXiv integration with strict provenance logging.
Paper Drafting & Formatting (
academic-paper/):- Academic manuscript generation across diverse conference and journal standards (Elsevier, IEEE, Springer, ACM, Nature).
- Paragraph-level topic sentence discipline, signposting, cohesive flow.
Citation & Integrity Protocol (
academic-pipeline/):- Trust-provenance and citation drift protection.
- Zero-orphan citation verification (all in-text citations backed by valid bib items).
Peer-Review Simulation (
academic-paper-reviewer/):- Meta-reviewer and specific reviewer personas (Methodology stickler, Novelty evaluator, Literature completeness auditor).
Standard Execution Loop
Phase 1: Literature Scout & Gap Definition
Phase 2: Method Blueprint & Mathematical Rigor
Phase 3: Experiment Evidence Matrix & Result Freeze
Phase 4: Manuscript Generation (Section-by-Section)
Phase 5: Citation Compliance Audit & Auto-Correction
Phase 6: Adversarial Peer Review & Rebuttal Simulation