# Academic Research Skills

> Comprehensive academic research lifecycle toolkit: literature discovery, research question formulation, experiment tracking, LaTeX manuscript writing, citation compliance, and simulated peer-review.

- Skill: `marvin-lijunzan/academic-research-skills` (Agent Skill, multi-file: 629 files)
- Install (CLI): `npx skillmds@latest add marvin-lijunzan/academic-research-skills`
- Raw SKILL.md: https://api.skillmd.com/api/skills/marvin-lijunzan/academic-research-skills/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Product & Planning
- Author: Marvin-LiJunZan (https://skillmd.com/u/marvin-lijunzan)
- Updated: 2026-09-21
- Page: https://skillmd.com/skills/marvin-lijunzan/academic-research-skills

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# 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

1. **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.

2. **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.

3. **Citation & Integrity Protocol** (`academic-pipeline/`):
   - Trust-provenance and citation drift protection.
   - Zero-orphan citation verification (all in-text citations backed by valid bib items).

4. **Peer-Review Simulation** (`academic-paper-reviewer/`):
   - Meta-reviewer and specific reviewer personas (Methodology stickler, Novelty evaluator, Literature completeness auditor).

## Standard Execution Loop

```text
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
```