
from medical-research-skills1,115
Produce structured, actionable peer review reports for manuscripts, theses, and internal research outputs, separating major validity issues from minor polish it
This skill provides a structured peer-review workflow for academic manuscripts, theses, and research reports. It guides an agent through an end-to-end review: summarize contributions, assess novelty and significance, verify methods and results, organize issues into major vs. minor, and produce a clear recommendation with an actionable revision path. The output is designed to be copy-paste-ready into reviewer reports or internal review documents.
Use this skill before journal or conference submission, during internal lab/group reviews, ahead of thesis committee evaluation, or when translating reviewer/editor feedback into a prioritized revision plan. It's useful for authors seeking pre-submission quality control and for advisors preparing formal feedback.
references/ (has_references=true)Best for assistants with text-generation and formatting capabilities (Copilot-style or Claude/GPT-class models) that can follow templates and produce structured markdown reports. Integrates well where the agent can paste formatted review output into submission or collaboration tools.
Pure instruction/prompt skill for producing structured academic peer review reports. Well-organized SKILL.md with clear workflow algorithm, major/minor issue triage, and inline template. No scripts or executables — entirely template-driven. No security concerns whatsoever as there are no code elements. Good fit for researchers needing consistent review frameworks.
Clean skill with no executable code. Template-only approach means security risk is zero. Architecture follows the skill spec well with frontmatter, progressive disclosure, and references/. Usefulness is moderate — academic peer review is a real need but the audience is niche (researchers/academics).
Plotly (Interactive Python Visualizations)
Interactive Python visualization skill for building hoverable, zoomable, and embeddable charts (Plotly Express + Graph Objects) for EDA, dashboards, and present
Scite Database (Smart Citations)
Query Scite.ai Smart Citations by DOI to report supporting, contrasting, and mentioning citation counts and help assess a paper's reliability.
Scite Database
Fetch and summarize Scite.ai Smart Citations for a DOI to classify supporting, contrasting, and mentioning citations and assess a paper's reception.
Medical English Precision Editor
Preserves scientific meaning while improving medical English precision, clarity, flow, and journal-appropriate tone.
Quality Assessment — Research Paper Appraisal
Perform structured methodological quality assessments of research papers (RCTs, observational studies, systematic reviews) and produce a reproducible evaluation