aipoch/medical-research-skills

1

paper-sprint-review Scrum-inspired paper review, revision, and R&R workflow. Handles docx/tex/md/PDF in English or Chinese. Auto-detects …

aipoch/medical-research-skills

1

2

patent-landscape Use when analyzing biotech patent landscapes, identifying white spaces in pharmaceutical IP, tracking competitor pate…

aipoch/medical-research-skills

1

3

patient-consent-simplifier Simplify informed consent documents into patient-friendly language while maintaining regulatory compliance (FDA 21CFR…

aipoch/medical-research-skills

1

4

pdf-extract-experimental-materials Extract experimental materials and instrument information from PDFs (or PDF-derived text/Markdown) into three CSV tab…

aipoch/medical-research-skills

1

5

pdf-ppt Create literature-report PPTX decks from PDF papers. Use when you must extract a paper’s metadata, summarize the stud…

aipoch/medical-research-skills

1

6

phi-prompt-guard Runtime, prompt-time behavioral guardrail that helps reduce PHI exposure in LLM-assisted workflows by detecting PHI-b…

aipoch/medical-research-skills

1

7

ppt-master AI-driven multi-format SVG content generation system. Converts source documents (PDF/DOCX/URL/Markdown) into high-qua…

aipoch/medical-research-skills

1

8

protocol-standardization Standardize fragmented experimental steps into reproducible protocol documents when you need method organization, lab…

aipoch/medical-research-skills

1

9

pubmed-search-specialist Build complex Boolean query strings for precise PubMed/MEDLINE literature retrieval. Trigger when user needs MeSH ter…

aipoch/medical-research-skills

1

10

pydeseq Differential gene expression analysis for bulk RNA-seq count matrices using a DESeq2-like workflow in Python; use whe…

aipoch/medical-research-skills

1

11

rct-bias-assessment-rob Automates Risk of Bias 2 (ROB2) assessment for RCT papers by analyzing text against specific domains and synthesizing…

aipoch/medical-research-skills

1

12

real-world-evidence-study-designer Designs a structured real-world evidence study using EHR, claims, or registry data, with explicit handling of time ze…

aipoch/medical-research-skills

1

13

reproducibility-check Check whether a paper’s Methods section contains all information needed for replication; use when preparing a manuscr…

aipoch/medical-research-skills

1

14

research-paper-downloader Download academic papers from open-access sources when the user provides a DOI/arXiv ID or requests a keyword-based p…

aipoch/medical-research-skills

1

15

response-letter Helps organize reviewer comments and generate a standardized Word (.docx) response letter that maps each change to it…

aipoch/medical-research-skills

1

16

response-tone-polisher Polish reviewer-response letters by softening defensive language, preserving factual meaning, and keeping responses p…

aipoch/medical-research-skills

1

17

result-figure-consistencycheck Checks consistency between paper result descriptions and figure legends (text-only) when the input is a PDF-to-Markdo…

aipoch/medical-research-skills

1

18

revision-strategy-planner Builds prioritized manuscript revision plans for major or minor revisions by separating comments that require experim…

aipoch/medical-research-skills

1

19

sample-size-and-power-planning-assistant Plans sample size estimation logic, power assumptions, feasibility checks, and fallback enrollment strategies for cli…

aipoch/medical-research-skills

1

20

sample-size-basic Basic sample size estimator for clinical research planning. Computes per-group and total N for two-sample/paired t-te…

aipoch/medical-research-skills

1

21

sanger-chromatogram-qa Quality check Sanger sequencing traces for mutations

aipoch/medical-research-skills

1

22

sci-paper-reviewer Simulates a strict SCI peer-review workflow; trigger when a user uploads or pastes a manuscript (PDF/DOC/DOCX/TXT) an…

aipoch/medical-research-skills

1

23

scientific-critical-thinking Evaluate research rigor. Assess methodology, experimental design, statistical validity, biases, confounding, evidence…

aipoch/medical-research-skills

1

24

scikit-bio A Python bioinformatics toolkit for sequence, phylogeny, and microbiome/community-ecology analysis; use it when you n…

aipoch/medical-research-skills

1

25

study-design-identifier Identifies the real underlying study design used in a medical or biomedical paper, distinguishes primary and secondar…

aipoch/medical-research-skills

1

26

systematic-review-screener Automated abstract screening tool for systematic literature reviews with PRISMA workflow support.

aipoch/medical-research-skills

1

27

target-journal-matcher Matches your study to appropriate journals based on topic, design, and evidence strength. Use when deciding where to …

aipoch/medical-research-skills

1

28

topic-evidence-mapper Rapidly maps the evidence landscape around a medical topic by organizing major research streams, target populations, …

aipoch/medical-research-skills

1

29

unmet-clinical-need-extractor Extracts concrete unmet clinical needs from guidelines, reviews, real-world studies, and clinical-practice evidence. …

aipoch/medical-research-skills

1

30

validation-strategy-designer Designs internal, external, temporal, and functional validation strategies at the protocol stage for medical research…

aipoch/medical-research-skills

1