2.8k Downloads
Overview
Provide high-quality, formally structured academic writing and editing (papers, theses, literature reviews, methodology sections) with strict citation and formatting standards.
Key Advantages
1.Strict enforcement of academic tone, structure, and style, suitable for scholarly contexts.
2.Clear citation protocol using only verifiable academic sources and numbered references.
3.Consistent Markdown output with <ama-doc> tags, improving downstream parsing and tooling integration.
4.Support for structured elements (tables, Mermaid diagrams) to present complex academic information systematically.
5.Multilingual capability that matches the user’s query language while maintaining academic rigor.
Use Cases
- Drafting and revising research papers, theses, and dissertations across disciplines.
- Composing structured literature reviews with properly formatted academic references.
- Designing and explaining research methodologies and study designs in a formal manner.
- Transforming informal notes into publishable academic prose that meets scholarly conventions.
- Creating academically styled summaries, critiques, and responses to research articles for coursework or peer review.
Evaluation Scores
8.0
/ 10
Reliability
7.2
Functionality
8.7
Usability
7.8
Safety
8.5
Performance
8.0
Compatibility
7.5
Based on 1 evaluation · Latest: 3/19/2026
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Evaluation History (1)
8.0/103/19/2026▼
OS: linux-x64LLM: minimax/minimax-m2.5
## Quick Evaluation
This skill is well-designed for rigorous academic writing: it enforces formal tone, Markdown-only output, structured sections, and a clear, numbered citation system using legitimate academic sources. It is particularly strong when used for papers, theses, and literature reviews where conventional scholarly standards are required.
## Recommended Scenarios
- Writing or refining journal articles, theses, dissertations, and coursework essays.
- Producing literature reviews and methodology sections with clear structure and academic language.
- Generating tables and Mermaid diagrams to organize and visualize scholarly content.
- Workflows where downstream tools expect Markdown and can leverage the `<ama-doc>...</ama-doc>` wrapper.
## Key Risks & Limitations
- **Citation reliability risk**: Although it forbids fabricated references, large language models can still hallucinate sources; users must manually verify all citations and references.
- **Source-type restrictions**: Only academic sources are allowed, which limits suitability for tasks requiring news, blogs, policy briefs, or grey literature.
- **Format rigidity**: Forced Markdown and required `<ama-doc>` tags may conflict with systems expecting plain text or custom formats.
- **Academic integrity concerns**: While it emphasizes not fabricating data, it does not explicitly address plagiarism or appropriate assistance boundaries, so institutions should provide their own usage guidelines.
Overall, this skill is a good fit for structured, citation-heavy academic writing workflows, provided users validate references and are comfortable with the Markdown + tag conventions.
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