agentic-reviewer

Merges all individual reviewer assessments into a single comprehensive review report with ratings, recommendations, and actionable feedback. Use when all five reviewer outputs exist and the final report needs to be compiled.

Converts non-Markdown papers (PDF, DOCX, PPTX, XLSX, HTML, etc.) to Markdown using markitdown. Use when a paper file needs to be converted before the review pipeline can process it.

Researches a journal's aims, scope, acceptance criteria, article types, target audience, and editorial policies. Use when journal scope context is missing or needs refreshing before a paper review.

Downloads and deeply analyzes the full text of recent papers from an academic journal using markitdown to convert PDFs to Markdown. Use when recent-papers context is missing or needs refreshing before a paper review.

Profiles a journal's reputation, impact factor, indexing status, editorial board, acceptance rates, and predatory status. Use when journal reputation context is missing or needs refreshing before a paper review.

Extracts detailed formatting and style requirements from a journal's author guidelines. Use when style-guide context is missing or needs refreshing before a paper review.

Converts a Markdown review report to a professionally formatted PDF using pandoc with XeLaTeX. Use after the final review report Markdown has been compiled to produce the PDF deliverable.

Checks ethical compliance in academic papers including IRB approval, informed consent, conflicts of interest, data availability, and authorship ethics. Use when assessing the ethics dimension of a paper under review.

Run the full academic paper peer review pipeline for a paper targeting a specific journal. Alias for the review-paper skill. Use when the user asks to review, evaluate, or assess a paper for a specific journal.

Evaluates research design, methods, validity, reproducibility, and rigor of an academic paper's methodology. Use when assessing the methodology dimension of a paper under review.

Run the Agentic Reviewer academic paper review pipeline for a paper and target journal or conference. Use when the user asks to review, assess, or evaluate a paper for submission to a journal or conference.

Reviews a paper's fit with a target journal based on scope, aims, recent publications, and acceptance criteria. Use when assessing the scope dimension of a paper under review.

Evaluates statistical methods, analysis rigor, data presentation, effect sizes, multiple comparisons, and reproducibility of quantitative findings in an academic paper. Use when assessing the statistics dimension of a paper under review.

Reviews writing quality, clarity, structure, grammar, argumentation, and content-level style compliance of an academic paper in Markdown format. Use when assessing the writing and style dimension of a paper under review.

Run the Agentic Reviewer academic paper review pipeline for a paper and target journal or conference.

Researches a journal's aims, scope, acceptance criteria, article types, target audience, and editorial policies. Used by the scope-explorer agent.

Profiles a journal's reputation, impact factor, indexing status, editorial board, acceptance rates, and predatory status. Used by the reputation-explorer agent.

Extracts detailed formatting and style requirements from a journal's author guidelines. Used by the style-guide-explorer agent.

Merges all individual reviewer assessments into a single comprehensive review report with ratings, recommendations, and actionable feedback. Used by the report-compiler agent.

Checks ethical compliance in academic papers including IRB, consent, conflicts of interest, and data availability. Used by the ethics-reviewer agent.

Evaluates research design, methods, validity, and rigor of an academic paper's methodology. Used by the methodology-reviewer agent.

Reviews a paper's fit with a target journal based on scope, aims, recent publications, and acceptance criteria. Used by the scope-reviewer agent.

Evaluates statistical methods, analysis rigor, data presentation, and reproducibility of quantitative findings in an academic paper. Used by the statistics-reviewer agent.

Converts a Markdown report to a nicely formatted, readable PDF using pandoc with XeLaTeX. Includes proper margins, fonts, tables, and clickable links. Used by the report-compiler agent to produce the final PDF deliverable.

Converts non-Markdown papers (PDF, DOCX, PPTX, XLSX, HTML, etc.) to Markdown using the markitdown CLI tool. Ensures all papers are in a uniform format before the review pipeline processes them.

Downloads and deeply analyzes the full text of recent papers from an academic journal. Uses markitdown to convert PDFs to Markdown and reads the complete paper — not just abstracts and metadata.

Reviews writing quality, clarity, structure, and content-level style of an academic paper in Markdown format. Focuses on writing and argumentation rather than formatting lost in Markdown conversion.