Academic Writing

ScholarAIO includes several agent skills to assist with academic writing. These work best through an agent host that can load ScholarAIO skills; the examples below use Claude Code-style slash-skill names.

Available Writing Skills

Literature Review (/literature-review)

Generates a structured literature review from papers in a workspace. Organizes by topic, builds narrative, identifies gaps, and exports BibTeX.

Paper Writing (/paper-writing)

Assists with drafting specific paper sections: Introduction, Related Work, Method, Results, Discussion, Conclusion. Uses workspace papers for citations.

Writing Polish (/writing-polish)

Polishes academic prose — removes AI-generated patterns, improves clarity, adapts to a target journal style. Supports English and Chinese.

Review Response (/review-response)

Drafts point-by-point responses to peer reviewer comments, locating evidence from workspace papers and the manuscript.

Research Gap (/research-gap)

Identifies unexplored areas and open questions by analyzing literature in a workspace through topic clustering, citation analysis, and cross-paper comparison.

Citation Check (/citation-check)

Verifies citations in AI-generated or human-written text against the knowledge base. Catches hallucinated references and wrong metadata.

Workflow

1. Create a workspace: use /workspace to organize relevant papers
2. Use the writing skill from your agent host, for example in Claude Code: /<skill-name>
3. Output files are saved in workspace/<name>/