Rigorous Academic Review
Review papers and grants for methods and stats
Rigorous Academic Review
Review papers and grants for methods and stats
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Description
Provides rigorous, constructive professional reviews for research papers, grant proposals, and academic presentations to help you determine if research is reliable, clear, and reproducible, while clarifying key areas for revision. It is suitable for journal peer review, grant evaluations, preprint feedback, and pre-submission quality checks. Reviews comprehensively examine research questions and innovation, experimental design, methodological details, statistical analysis, data and chart presentation, ethical compliance, research transparency, and whether conclusions are supported by evidence. It identifies common issues such as insufficient sample sizes, confounding factors, selective reporting, and overinterpretation. It also references reporting guidelines like CONSORT, STROBE, PRISMA, and ARRIVE to check whether data, code, materials, and key methods are sufficient to support reproduction. Final feedback is presented as clear review comments distinguishing core flaws from general revision suggestions, balancing research strengths, major issues, specific directions for improvement, and overall judgment. For presentations, it also focuses on layout, readability, visual consistency, chart clarity, content structure, and scientific expression, helping authors obtain objective, professional, and actionable revision suggestions.
Best for
Ideal for researchers and authors seeking rigorous quality checks and revision advice before journal submission, grant application, or academic presentation.
How to use this Skill
Provide your input
Provide a research paper, grant proposal, preprint, or academic presentation, along with any areas you want to focus on.
Run the Skill
Systematically checks research questions, study design, statistical analysis, data presentation, ethics, transparency, reporting guidelines, and conclusions, separating core flaws from minor revision suggestions.
Review your result
Generates structured, constructive, and actionable review comments outlining research strengths, major issues, specific improvement directions, and an overall assessment.
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Academic Submission Checker
Prepare materials that meet target institution requirements for journals, academic conferences, research posters, or grant applications, reducing rework due to formatting, length, and submission guideline discrepancies. Whether you are submitting to Nature, Science, PLOS, IEEE, ACM, or preparing papers for conferences like NeurIPS, ICML, CVPR, and CHI, you can obtain matching LaTeX templates, formatting requirements, and writing style references. You can use it to find and select templates for journal papers, conference papers, academic posters, and grant applications, organize author information and project content, and check key requirements such as page counts, fonts, margins, citations, figures, file formats, and double-blind peer review. For funding applications such as NSF, NIH, DOE, and DARPA, it also provides support for material structure and submission guidelines. Beyond layout preparation, it helps you understand expression habits in different fields, such as readability for multidisciplinary journals, structured abstracts for medical papers, machine learning conferences' focus on contributions and reproducibility, and common writing conventions for computer science conferences. When writing papers or posters, you can also supplement research content with suitable scientific diagrams, flowcharts, or system architecture charts to make complex methods and research relationships easier to understand, generating a clear formatting checklist result before submission.
WritePhD Research Proposal & Review
Transforms research ideas into rigorously structured, clearly argued academic research proposals and literature reviews for PhD applicants across STEM, humanities, and social sciences. You can provide your research topic, core questions, target institutions or advisor directions, and existing papers or materials. The Skill integrates relevant research progress to help organize the theoretical background, current research status, key gaps, and proposed methods, building a targeted research framework for your application. Before formal drafting, it provides a research proposal outline for your confirmation, making it easy to adjust the focus, scope, and length. Once confirmed, it generates a complete proposal of approximately 2,000–4,000 words covering research background, research questions, literature review, methods, timeline, expected contributions, and references, using appropriate academic citation styles and formal register based on your discipline. The content supports Chinese or English output, emphasizing coherent academic discourse, prudent argumentation, and clear research value, while offering diagram suggestions for research frameworks, methodological workflows, or academic impact at key points. The final result is delivered as a Markdown document, accompanied by checklists for structure, citations, and academic expression to facilitate further revision or conversion into Word, PDF, and other formats.
SCI Desk Reject Pre-check
You spend months writing a manuscript, submit it—and three days later receive a rejection letter with no review comments. The editor-in-chief didn't even send it out for peer review; it was a desk rejection. 「SCI Desk Reject Pre-check」offers the initial screening perspective of a seasoned handling editor, helping you ensure quality before submission. What does it check? 📌 Journal Fit — Whether the topic aligns with the target journal's scope 🔍 Novelty and Contribution — Can the editor-in-chief identify your core contribution in 30 seconds? ⚗️ Methodology and Reproducibility — Design flaws and description gaps that trigger red flags 📊 Statistics and Quantitative Reporting — Issues in data presentation, significance, sample size, etc. 🛡️ Research Integrity and Ethics — Ethics approval, conflicts of interest, plagiarism check, AI disclosure, data availability 📝 Structure and Readability — Broken logic chains, weak abstracts, buried key information 🌐 English Language Risk — Whether language quality might trigger a language-based desk rejection All issues are categorized as 'Fatal / Major / Minor', each with actionable revision suggestions. Suitable for any SCI discipline: physics, chemistry, materials, engineering, life sciences, computer science, environment, geosciences, and more. Send your manuscript (or abstract + methods section) and start the check.
Information
- Version
- v2
- Last updated
- Runtime credits
- Usage-based
- Models
- Auto
- Use cases
- Writing & contentPresentations & reportingResearch & analysis
- What you get
- ReportDocument
