Overview
Academic Research Skills for Claude Code (ARS) is a comprehensive AI-powered suite designed to revolutionize the academic research workflow. ARS guides you through the entire process, from initial research and literature review to writing, reviewing, and finalizing your academic papers. It's built on the principle of AI as a powerful copilot, augmenting your critical thinking rather than replacing it. ARS focuses on automating tedious tasks like reference hunting, citation formatting, and data verification, allowing researchers to concentrate on high-level ideation, methodology, and interpretation.
Key Features
- End-to-End Pipeline Orchestration: Manages a 10-stage pipeline from initial research (Stage 1) through integrity checks and peer review (Stages 2.5, 3, 3', 4.5) to final output.
- Intelligent Research: Employs a 13-agent research team for deep dives, Socratic dialogues, systematic reviews (PRISMA compliant), and robust fact-checking, including Semantic Scholar API verification.
- AI-Assisted Writing: Features a 12-agent writing pipeline with advanced capabilities like Style Calibration (learning your voice), Writing Quality Check (identifying machine-like prose), and meticulous citation management.
- Multi-Perspective Review: A 7-agent academic paper reviewer provides comprehensive critiques with objective rubrics, including an Editor-in-Chief, multiple dynamic reviewers, and a Devil's Advocate.
- Integrity and Reproducibility: Implements rigorous integrity gates (e.g., Stage 2.5, 4.5) to catch fabricated references and statistical errors. Supports optional artifact reproducibility lockfiles and data access level metadata.
- Human-in-the-Loop Design: Prioritizes AI augmentation over full automation, learning from the limitations of purely autonomous systems to ensure higher quality and avoid common AI failure modes.
- Advanced Customization: Supports multiple citation formats (APA 7.0, Chicago, MLA, IEEE, Vancouver) and paper structures (IMRaD, Literature Review, etc.).
- Multilingual Support: Automatically detects and supports English and Traditional Chinese, with intent-based activation for Socratic and Plan modes working in any language.
Typical Use Cases
- Kickstarting a New Research Project: Use
/ars-planor engage in a Socratic dialogue to map out your paper's structure and research direction. - Conducting Literature Reviews: Leverage dedicated modes for systematic reviews (PRISMA) or general literature searches on any topic.
- Drafting and Refining Papers: Generate outlines, write drafts, manage revisions based on feedback, and ensure adherence to academic standards.
- Seeking Objective Feedback: Utilize the Academic Paper Reviewer to gain multi-faceted critiques on your manuscript before submission.
- Ensuring Research Integrity: Rely on automated checks for fabricated data, logical inconsistencies, and citation accuracy throughout the pipeline.
- Streamlining Publication Workflow: Orchestrate the entire research-to-publication process with adaptive checkpoints and clear progress tracking.
