Academic Research Skills

Overview

Academic Research Skills is a collection of specialized skills for Claude Code designed to help researchers, students, and academics conduct thorough research, write papers, and manage the entire research workflow. With over 8,700 GitHub stars, it has become one of the most popular skill collections for academic use.

The skills cover the complete research lifecycle:

• Research: Literature search, source evaluation, and synthesis
• Write: Paper drafting, editing, and formatting
• Review: Peer review simulation and feedback
• Revise: Iterative improvement based on feedback
• Finalize: Publication preparation and submission

Features

• Literature Search: Find and organize relevant academic papers
• Citation Management: Auto-generate citations in any format
• Paper Writing: Structure and draft academic papers
• Peer Review: Simulate peer review feedback
• Revision Assistance: Improve papers based on feedback
• Plagiarism Check: Identify potential issues before submission

Installation

# Clone the skills repository
git clone https://github.com/Imbad0202/academic-research-skills.git

# Import into Claude Code
# Copy the skills to your Claude Code skills directory

Usage

Literature Review

# Use the literature search skill
skill.literature_search(
    query="machine learning healthcare diagnosis",
    max_results=20,
    date_range="2020-2026"
)

# Get a synthesized summary
skill.literature_review(
    papers=search_results,
    focus_areas=["methodology", "results", "limitations"]
)

Paper Writing

# Generate a paper outline
outline = skill.generate_outline(
    topic="Transformer models for protein folding prediction",
    sections=["Abstract", "Introduction", "Methods", "Results", "Discussion", "Conclusion"],
    target_journal="Nature Methods"
)

# Draft a section
section = skill.draft_section(
    outline=outline,
    section="Introduction",
    key_points=["Background on protein folding", "Limitations of current methods", "Our approach"]
)

Citation Management

# Format citations
citations = skill.format_citations(
    papers=search_results,
    style="APA"  # or "MLA", "Chicago", "IEEE", "Nature"
)

# Generate bibliography
bibliography = skill.generate_bibliography(
    papers=used_papers,
    style="Nature"
)

Peer Review Simulation

# Get simulated peer review feedback
feedback = skill.peer_review(
    paper=draft_content,
    review_type="constructive",  # or "critical", "detailed"
    focus=["methodology", "clarity", "novelty"]
)

Example Workflow

from academic_research_skills import ResearchWorkflow

workflow = ResearchWorkflow()

# Step 1: Research
search = workflow.literature_search("LLM reasoning capabilities")
review = workflow.literature_review(search, focus="reasoning methods")

# Step 2: Write
outline = workflow.generate_outline(
    topic="Emergent Reasoning in Large Language Models",
    sections=["Abstract", "Introduction", "Background", "Methods", "Results", "Discussion", "Conclusion"]
)
draft = workflow.draft_paper(outline, review)

# Step 3: Review
feedback = workflow.peer_review(draft)

# Step 4: Revise
revised = workflow.revise(draft, feedback)

# Step 5: Finalize
final = workflow.finalize(
    revised,
    citations=review.references,
    style="ACL"
)

final.save("paper_final.pdf")

Pros

• ✅ Comprehensive coverage of research workflow
• ✅ Open-source and free to use
• ✅ Well-documented with examples
• ✅ Actively maintained by community
• ✅ Works with Claude Code directly
• ✅ Supports multiple citation styles

Cons

• ❌ Requires Claude Code setup
• ❌ Some skills need external API keys
• ❌ Academic focus may not suit all users
• ❌ Learning curve for skill integration

When to Use

• Academic papers: Research articles, conference submissions
• Thesis/dissertation: Chapter drafting and organization
• Literature reviews: Systematic reviews and meta-analyses
• Grant proposals: Research funding applications
• Technical reports: Industry research documentation

Use Cases

Use Case	Why Academic Research Skills
Academic Papers	Research articles, conference submissions, journal papers
Thesis/Dissertation	Chapter drafting, literature reviews, bibliography
Grant Proposals	Research funding applications with proper citations
Technical Reports	Industry research documentation and whitepapers

Comparison with Alternatives

Feature	Academic Research Skills	Zotero + Claude	Elicit	Scite
Literature Search	✅ Yes	⚠️ Manual	✅ Yes	✅ Yes
Citation Management	✅ Auto	✅ Manual	⚠️ Limited	⚠️ Limited
Paper Writing	✅ Yes	⚠️ Manual	❌ No	❌ No
Peer Review	✅ Simulated	❌ No	❌ No	❌ No
Claude Code Integration	✅ Native	⚠️ Manual	❌ No	❌ No
Citation Styles	✅ Many	✅ Many	⚠️ Limited	⚠️ Limited
Learning Curve	Low	Medium	Low	Low
Best for	Full workflow	Citation focus	Literature only	Citation verification

Best Practices

1. Start with literature search — Find relevant papers before drafting
2. Use proper citation styles — Match journal requirements exactly
3. Iterate with peer review — Get feedback before final submission
4. Check plagiarism early — Identify issues before submission
5. Organize by project — Keep research materials separated by topic

Troubleshooting

Issue	Solution
Search returns irrelevant results	Refine query with more specific terms
Citations not formatting correctly	Verify citation style is supported
Peer review feedback generic	Provide more context about paper focus
Bibliography incomplete	Ensure all used papers are tracked

Resources

• GitHub Repository
• Claude Code Skills Guide
• Citation Style Library