/INPLASY-registration-helper |
Assists researchers in generating INPLASY registration content for
meta-analyses from a title and optional protocol |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Protocol
Design/INPLASY-registration-helper) |
MIT |
/PPTX-Skill |
Create, edit, and extract content from PowerPoint (.pptx) files; use
when you need to generate slides programmatically, update existing
decks, or export slide previews. |
aipoch/medical-research-skills |
MIT |
/abstract-summarizer |
Transform lengthy academic papers into concise, structured 250-word
abstracts. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/abstract-summarizer) |
MIT |
/abstract-trimmer |
Precision editing tool that reduces abstract word count through
intelligent compression techniques, maintaining scientific rigor while
meeting strict journal and conference require… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/abstract-trimmer) |
MIT |
/academic-abstract-refiner |
Refines long medical academic texts into SCI-style unstructured
Chinese and English abstracts; use when you need to condense
drafts/reports/summaries into bilingual abstracts and g… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/academic-abstract-refiner) |
MIT |
/academic-cv-generator |
Generate structured academic CVs from free-form Chinese/English text
and export to Word (.docx) |
aipoch/medical-research-skills |
MIT |
/academic-highlight-generator |
Generates submission-ready Elsevier/SCI Highlights from manuscript
text or extracted PDF/DOCX/TXT content |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/academic-highlight-generator) |
MIT |
/academic-norm-review |
Detects content similarity, verifies standardized citations and
abbreviations, and flags potential academic integrity risks; use it
before submission, during academic writing QA, o… |
aipoch/medical-research-skills |
MIT |
/academic-poster-generator |
Complete workflow for generating academic research posters from PDF
literature; use when you need to extract paper content from PDFs and
produce a LaTeX-based poster (beamerposter/… |
aipoch/medical-research-skills |
MIT |
/acronym-unpacker |
Intelligent medical abbreviation disambiguation tool that resolves
ambiguous acronyms using clinical context, specialty-specific knowledge,
and document-level semantic analysis. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/acronym-unpacker) |
MIT |
/alphafold-db |
Access over 200M protein structures from AlphaFold DB; use when you
need to retrieve predicted 3D structures (PDB/mmCIF), confidence metrics
(pLDDT/PAE), or protein metadata by Uni… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/alphafold-db) |
MIT |
/anatomy-quiz-master |
Generate interactive anatomy quizzes for medical education with
multiple. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/anatomy-quiz-master) |
MIT |
/anki-card-creator |
Use anki-card-creator for academic writing workflows that need
structured execution, explicit assumptions, and clear output boundaries
for study-card generation. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/anki-card-creator) |
MIT |
/api-design-principles |
Principles and checklists for designing and reviewing REST and
GraphQL APIs; use when defining or evaluating API contracts
(endpoints/schemas), naming, error models, pagination, ve… |
aipoch/medical-research-skills |
MIT |
/arboreto |
Infer gene regulatory networks (GRNs) from gene expression matrices
using GRNBoost2 or GENIE3; use when analyzing bulk or single-cell
RNA-seq to identify TF→target regulatory relat… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/arboreto) |
MIT |
/article-format-adjustment |
Adjust academic paper formatting and convert between
DOCX/LaTeX/Markdown when you need to meet a journal or school template
requirement. |
aipoch/medical-research-skills |
MIT |
/arxiv-database |
Search and retrieve scientific preprints from arXiv; use it when you
need to find papers by keyword/author/category, fetch metadata
(abstract, DOI, PDF URL), or download PDFs for o… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/arxiv-database) |
MIT |
/authorship-credit-gen |
Use when determining author order on research manuscripts, assigning
CRediT contributor roles for transparency, documenting individual
contributions to collaborative projects, or r… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/authorship-credit-gen) |
MIT |
/automated-soap-note-generator |
1. Confirm the user objective, required inputs, and non-negotiable
constraints before doing detailed work. 2. Validate that the request
matches the documented scope and stop early … |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/automated-soap-note-generator) |
MIT |
/basic-research-design |
A biomedical research topic designer that generates progressive
experimental subtitles and detailed research outlines based on a given
subject |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Protocol
Design/basic-research-design) |
MIT |
/bib-formatter |
Convert reference lists and in-text citations between RIS, BibTeX,
plain text, and CSL-JSON, triggered when you need to unify
bibliography/citation styles before journal submission… |
aipoch/medical-research-skills |
MIT |
/bibliography |
Classifies and organizes literature by theme, method, and
conclusion; use when you need to batch-read a folder of PDF/MD/DOCX/TXT
files and output a structured CSV for literature r… |
aipoch/medical-research-skills |
MIT |
/bio-ontology-mapper |
Map unstructured biomedical text to standardized ontologies (SNOMED
CT. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/bio-ontology-mapper) |
MIT |
/biodbnet-api |
Access bioDBnet REST services for biological identifier conversion,
pathway retrieval, and ortholog mapping |
aipoch/medical-research-skills |
MIT |
/biogrid-orcs |
Accesses BioGRID ORCS CRISPR screen data (organisms, screens,
scores). Invoke when user needs to search CRISPR screens, get
vocabulary, or retrieve gene scores. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/biogrid-orcs) |
MIT |
/biomed-outline-generator |
Generates structured biomedical outlines for review articles,
discussion sections, and thesis proposals |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/biomed-outline-generator) |
MIT |
/biopython-entrez |
Use Bio.Entrez to access NCBI databases (e.g., PubMed/GenBank) for
searching, fetching summaries, and downloading records when your
workflow needs to call the NCBI E-utilities API … |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/biopython-entrez) |
MIT |
/biorxiv-database |
Search, retrieve metadata, and download PDFs for bioRxiv preprints;
use when you need to discover biology preprints by keywords/authors/date
ranges and programmatically fetch their… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/biorxiv-database) |
MIT |
/biotech-pitch-deck-narrative |
Use biotech-pitch-deck-narrative for academic writing workflows that
need structured investor-facing storytelling, explicit assumptions, and
clear output boundaries. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/biotech-pitch-deck-narrative) |
MIT |
/blind-review-sanitizer |
Use blind-review-sanitizer for academic writing workflows that need
structured anonymization, explicit assumptions, and clear output
boundaries for double-blind submission. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/blind-review-sanitizer) |
MIT |
/blockbuster-therapy-predictor |
Comprehensive analytics tool for forecasting breakthrough
therapeutic technologies by integrating multi-dimensional data sources
including clinical development pipelines, intellect… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/blockbuster-therapy-predictor) |
MIT |
/bmi-bsa-calculator |
Calculate Body Mass Index (BMI) and Body Surface Area (BSA) for
clinical assessment, obesity screening, and chemotherapy dosing.
Supports multiple BSA formulas (DuBois, Mosteller, … |
aipoch/medical-research-skills |
MIT |
/brainstorming |
Creative exploration and brainstorming; use it when you need to
clarify goals/constraints, explore multiple options, and converge on a
direction before implementation. |
aipoch/medical-research-skills |
MIT |
/brenda-database |
Programmatic access to the BRENDA enzyme database via the SOAP API;
use when you need kinetic constants (Km, kcat, Vmax), reaction
equations, enzyme properties (pH/temperature opti… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/brenda-database) |
MIT |
/cellosaurus-api |
Access Cellosaurus database for cell line information and release
data. Invoke when user asks to search cell lines, get cell line details
by accession, or check database release in… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/cellosaurus-api) |
MIT |
/cellxgene-census |
Programmatically query the CZ CELLxGENE Census (61M+ cells) when you
need cross-tissue, disease, or cell-type expression data for
population-scale queries and reference atlas compa… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/cellxgene-census) |
MIT |
/chart-style-unifier |
Batch-unify typography (font family, size, italics) for Word table
cells and embedded charts; use when you need consistent formatting
across theses/reports without changing body te… |
aipoch/medical-research-skills |
MIT |
/chea-api |
Access ChEA3 and Harmonizome ChEA data for transcription factor
enrichment analysis and metadata retrieval |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/chea-api) |
MIT |
/chembl-database |
Query the ChEMBL database for bioactive molecules, targets,
bioactivities, and approved drugs; use this when you need to filter by
physicochemical properties (e.g., MW, LogP), chem… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/chembl-database) |
MIT |
/citation-chasing-mapping |
Use when identifying seminal papers in a research field, mapping
research lineage and intellectual heritage, discovering related work
through reference tracking, or finding potenti… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/citation-chasing-mapping) |
MIT |
/citation-formatter |
Use when formatting references for journal submission, converting
between citation styles (APA, MLA, Vancouver, Chicago), generating
bibliographies for manuscripts, or ensuring con… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/citation-formatter) |
MIT |
/citation-management |
Comprehensive citation management for academic research; use when
you need to discover papers (Google Scholar/PubMed), extract/verify
metadata (DOI/PMID/arXiv/URL), and produce val… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/citation-management) |
MIT |
/citation-network |
Build and visualize a citation network from a source/target CSV to
identify key papers, communities, and emerging hotspots; use when you
have citation pairs and need fast literatur… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/citation-network) |
MIT |
/clinic-research-design |
Generates a structured prompt framework for clinical study
protocols. Supports Diagnostic, Efficacy, Etiology, and Prognosis
studies. Calculates sample size and provides logic guid… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Protocol
Design/clinic-research-design) |
MIT |
/clinic-sample-size |
Unified tool for calculating sample sizes for Diagnostic, Efficacy,
Etiology, and Prognosis clinical studies. Supports various statistical
methods (Sensitivity/Specificity, Log-ran… |
aipoch/medical-research-skills |
MIT |
/clinical-data-cleaner |
Use when cleaning clinical trial data, preparing data for FDA/EMA
submission, standardizing SDTM datasets, handling missing values in
clinical studies, detecting outliers in lab re… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Data
Analysis/clinical-data-cleaner) |
MIT |
/clinical-reports |
Write comprehensive clinical reports (case reports, diagnostic
reports, clinical trial reports, and patient documentation) when
accuracy, regulatory compliance (HIPAA/FDA/ICH-GCP),… |
aipoch/medical-research-skills |
MIT |
/clinical-study-info-extractor |
Batch extracts and verifies structured information (PMID, title,
abstract, methodology, results, etc.) from clinical research literature
using PMIDs |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/clinical-study-info-extractor) |
MIT |
/clinicaltrials-db |
Query the ClinicalTrials.gov API v2 to search for clinical trials,
retrieve detailed study protocols, and analyze recruitment status; use
when you need to find trials by condition/… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/clinicaltrials-db) |
MIT |
/clinicaltrials-gov-parser |
Monitor and summarize competitor clinical trial status changes from
ClinicalTrials.gov. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/clinicaltrials-gov-parser) |
MIT |
/clinpgx-database |
Access ClinPGx pharmacogenomics data (successor to PharmGKB) when
you need to query gene-drug interactions, CPIC guidelines, allele
functions, and drug-label PGx content for precis… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/clinpgx-database) |
MIT |
/clinvar-database |
Utilities for querying the NCBI ClinVar database to retrieve variant
records, clinical significance, and phenotype relationships; use when
searching variants by gene/condition/sign… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/clinvar-database) |
MIT |
/code-refactor-for-reproducibility |
Use when refactoring research code for publication, adding
documentation to existing analysis scripts, creating reproducible
computational workflows, or preparing code for sharing … |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Data
Analysis/code-refactor-for-reproducibility) |
MIT |
/comparison-table-gen |
Auto-generates comparison tables for concepts, drugs, or study
results. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/comparison-table-gen) |
MIT |
/competitor-trial-monitor |
Monitor competitor clinical trial progress and alert on market
risks. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/competitor-trial-monitor) |
MIT |
/concept-explainer |
Uses analogies to explain complex medical concepts in accessible
terms. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/concept-explainer) |
MIT |
/conference-abstract-adaptor |
Adapt abstracts to meet specific conference word limits and
formats. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/conference-abstract-adaptor) |
MIT |
/conference-poster-pitch |
Use conference poster pitch for academic writing workflows that need
structured execution, explicit assumptions, and clear output
boundaries. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/conference-poster-pitch) |
MIT |
/conference-tweet-generator |
Generates academic conference tweets and summaries by filtering
abstracts, translating content, and creating engaging titles |
aipoch/medical-research-skills |
MIT |
/conflict-of-interest-checker |
Check for co-authorship and institutional conflicts between authors
and suggested reviewers to support peer review integrity. Coauthorship
and institutional conflict detection supp… |
aipoch/medical-research-skills |
MIT |
/content-proofreading |
An academic proofreading skill for Chinese/English manuscripts,
triggered when you need automated checks for spelling, grammar,
terminology consistency, and formatting before submi… |
aipoch/medical-research-skills |
MIT |
/cosmic-database |
Access COSMIC to download mutation datasets, query Cancer Gene
Census, and retrieve mutational signatures when your genomic analysis
requires curated somatic mutation resources. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/cosmic-database) |
MIT |
/cover-letter-drafter |
Generates professional cover letters for journal submissions and
job. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/cover-letter-drafter) |
MIT |
/cover-letter-generator |
Generates a journal-ready cover letter from manuscript metadata,
highlights, and journal-fit notes |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/cover-letter-generator) |
MIT |
/cross-disciplinary-bridge-finder |
Use when identifying collaboration opportunities across fields,
finding experts in complementary disciplines, translating methodologies
between scientific domains, or building inte… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/cross-disciplinary-bridge-finder) |
MIT |
/crossref-database |
Access CrossRef metadata for scholarly works; use when you need to
resolve a DOI or search CrossRef to retrieve bibliographic details,
citation/reference counts, or funder informat… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/crossref-database) |
MIT |
/ctd-api |
Accesses Comparative Toxicogenomics Database (CTD) for chemical,
gene, disease, and pathway interaction data. Invoke when user needs to
query CTD, retrieve toxicogenomics data, or … |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/ctd-api) |
MIT |
/date-calculator |
Calculate medical date windows including gestational age, estimated
delivery dates, and follow-up visit scheduling. Produces structured JSON
output for clinical research and trial … |
aipoch/medical-research-skills |
MIT |
/dei-statement-drafter |
Draft Diversity, Equity, and Inclusion statements for academic
applications. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/dei-statement-drafter) |
MIT |
/diffdock-molecular-docking |
Diffusion-based molecular docking to predict 3D ligand–protein
binding poses (blind docking) with confidence scoring; use when you need
pose prediction for drug discovery or virtua… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/diffdock-molecular-docking) |
MIT |
/digital-twin-discharge-drafter |
Use when drafting patient discharge summaries, creating personalized
discharge instructions, simulating post-discharge outcomes, reducing
hospital readmissions, or optimizing care … |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/digital-twin-discharge-drafter) |
MIT |
/discharge-summary-writer |
Generate hospital discharge summaries from admission data, hospital
course. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/discharge-summary-writer) |
MIT |
/discussion-section-architect |
Structures and writes discussion sections for academic papers and
research reports |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/discussion-section-architect) |
MIT |
/docx-feedback-tracker |
Automatically detect DOCX track-changes history, version rounds, and
author feedback to generate a Markdown modification explanation file
when you run it on one or more DOCX versio… |
aipoch/medical-research-skills |
MIT |
/dpi-upscaler-checker |
Check if images meet 300 DPI printing standards, and intelligently
restore blurry low-resolution images using AI super-resolution
technology. |
aipoch/medical-research-skills |
MIT |
/drug-interaction-checker |
Check for interactions between multiple medications, including
severity classification and mechanism explanations. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/drug-interaction-checker) |
MIT |
/drugbank-database |
Programmatic access to DrugBank drug and target data; use when you
need to download, parse, and analyze DrugBank XML for properties,
interactions, pathways, and pharmacology. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/drugbank-database) |
MIT |
/ebm-calculator |
Evidence-Based Medicine diagnostic test calculator. Computes
sensitivity, specificity, PPV, NPV, likelihood ratios, NNT, and
pre/post-test probability from 2x2 contingency table in… |
aipoch/medical-research-skills |
MIT |
/emerging-topic-scout |
A real-time monitoring system for identifying "incubation period"
research hotspots in biological and medical sciences before they are
defined by mainstream journals. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/emerging-topic-scout) |
MIT |
/ena-database |
Access the European Nucleotide Archive (ENA) via REST APIs and
FTP/Aspera to search and retrieve sequences, raw reads (FASTQ),
assemblies, and metadata when you have accession IDs … |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/ena-database) |
MIT |
/encode-api |
Access the ENCODE Project REST API to search for and retrieve
biological data (biosamples, experiments, etc.) |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/encode-api) |
MIT |
/encori-api |
Access ENCORI (StarBase) database for miRNA-target, RNA-RNA, and
other regulatory data. Invoke when user asks to search ENCORI or
retrieve regulatory interactions. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/encori-api) |
MIT |
/ensembl-database |
Access Ensembl REST API for vertebrate genomic data; use when you
need gene/ID lookups, sequence retrieval, variant effect prediction
(VEP), or homology/assembly coordinate mapping… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/ensembl-database) |
MIT |
/experiment-detail-comparator |
Compare experimental method details between two Zotero PDF papers,
identify protocol differences (ratios, dosages, timing, conditions),
search supporting literature to explain why … |
aipoch/medical-research-skills |
MIT |
/experimental-data-analysis |
Statistical analysis and reporting for experimental datasets; use
when you need to interpret experimental results, test significance
(t-tests/ANOVA), or generate reproducible repor… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Data
Analysis/experimental-data-analysis) |
MIT |
/expert-interview-generator |
Generates a full expert interview article including introduction,
Q&A body, and summary based on interview questions and expert
background |
aipoch/medical-research-skills |
MIT |
/expert-interview-topics |
Generates professional interview titles and questions based on
expert background and topic. Provides a structured workflow for
interview preparation. |
aipoch/medical-research-skills |
MIT |
/faq-generator |
Generates FAQ lists from complex medical policies or protocols.
Trigger when user provides medical documents, policies, or protocols and
requests FAQ generation, patient education … |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/faq-generator) |
MIT |
/figure-legend-gen |
Generate standardized figure legends for scientific charts and
graphs. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/figure-legend-gen) |
MIT |
/figure-reference-checker |
Use figure reference checker for academic writing workflows that
need structured execution, explicit assumptions, and clear output
boundaries. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/figure-reference-checker) |
MIT |
/file-management |
Organize, back up, compress, split, and merge files/folders using
rule-driven plans; use when you need safe previews, conflict handling,
and verification before executing file oper… |
aipoch/medical-research-skills |
MIT |
/file-search |
Perform fast file name and content searches with ripgrep (rg); use
it when you need to locate files by glob/regex, find keywords across
directories, or replace common find/grep wor… |
aipoch/medical-research-skills |
MIT |
/file-security-toolkit |
Encrypt/decrypt local files, redact sensitive information in
documents, and validate password strength when handling private data or
preparing files for sharing. |
aipoch/medical-research-skills |
MIT |
/fulltext-fetcher |
Fetch and save the original HTML of scientific literature webpages
when given a URL, DOI, or PubMed PMID (triggered when you need
archival-grade page HTML for downstream parsing or… |
aipoch/medical-research-skills |
MIT |
/funding-trend-forecaster |
Analyze funding abstracts and project metadata to identify topic
shifts and forecast near-term grant priorities. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/funding-trend-forecaster) |
MIT |
/gene-database |
Query the NCBI Gene database via E-utilities and the NCBI Datasets
API; use it when you need to search genes by symbol/ID and retrieve
annotations (RefSeq, GO, location, phenotype)… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/gene-database) |
MIT |
/gene-info |
Retrieves comprehensive gene information including PubMed
publication counts, NCBI summaries, and Ensembl transcript data.
Supports batch processing and file input. Invoke when the… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/gene-info) |
MIT |
/geo-search-api |
Search for gene expression DataSets and Profiles in the NCBI GEO
database |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/geo-search-api) |
MIT |
/gget |
Unified CLI/Python interface for querying genomic, proteomic,
structure, and expression data across 20+ bioinformatics databases; use
when you need fast, scriptable retrieval by ge… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/gget) |
MIT |
/grant-budget-justification |
Use grant budget justification for academic writing workflows that
need structured execution, explicit assumptions, and clear output
boundaries. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/grant-budget-justification) |
MIT |
/grant-gantt-chart-gen |
Use grant gantt chart gen for evidence insight workflows that need
structured execution, explicit assumptions, and clear output
boundaries. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/grant-gantt-chart-gen) |
MIT |
/graph-interpretation |
Use when interpreting scientific graphs and charts, explaining data
visualizations for research presentations, writing figure captions for
publications, or analyzing trends in clin… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/graph-interpretation) |
MIT |
/gwas-database |
Query the NHGRI-EBI GWAS Catalog to retrieve SNP–trait associations,
study metadata, and (when available) summary statistics when you need
evidence for a variant, trait/disease, ge… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/gwas-database) |
MIT |
/hgnc-api |
Access the HGNC (HUGO Gene Nomenclature Committee) database to
search for and retrieve gene information including symbols, names, IDs,
and other metadata. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/hgnc-api) |
MIT |
/hippocrates |
> Evidence-based medical knowledge and research mentor. Trigger
this skill when users ask any question related to medicine, clinical
science, pharmacology, pathology, epidemiology,… |
aipoch/medical-research-skills |
MIT |
/hmdb-database |
Access the Human Metabolome Database (HMDB) to search metabolites by
name/structure/ID and extract chemical/biological/clinical fields when
you need metabolomics research data or a… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/hmdb-database) |
MIT |
/html-to-pdf |
Convert HTML files or URLs to high-fidelity PDFs using Puppeteer;
auto-detects or forces RTL for Hebrew/Arabic when RTL content is
present. |
aipoch/medical-research-skills |
MIT |
/hypogenic |
Automated LLM-driven hypothesis generation and testing for tabular
datasets; use when you need systematic exploration of empirical patterns
(e.g., fraud detection, content analysis… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Protocol
Design/hypogenic) |
MIT |
/hypothesis-generation |
Structured scientific hypothesis formulation from observations; use
when you have experimental observations or preliminary data and need
testable hypotheses with predictions, mecha… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Protocol
Design/hypothesis-generation) |
MIT |
/id-photo-tool |
Replace an ID photo background color (blue/white/red) and/or add a
configurable text watermark when you need compliant ID-photo variants
from local JPG/PNG files. |
aipoch/medical-research-skills |
MIT |
/image-ocr |
Extract text from images with Tesseract OCR; use it when you need to
recognize text from PNG/JPEG/TIFF/BMP images, select a language model,
or run OCR via natural-language requests… |
aipoch/medical-research-skills |
MIT |
/image-processing |
Batch-convert and compress local images with Pillow; use when you
need an offline, scriptable pipeline for directory-based
processing. |
aipoch/medical-research-skills |
MIT |
/imagegenskill |
Generate renderable, scientific-style SVG graphics directly from
natural-language requirements (no image models) |
aipoch/medical-research-skills |
MIT |
/jaspar-api |
Access JASPAR database for transcription factor binding profiles
(matrices), collections, and species via REST API |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/jaspar-api) |
MIT |
/journal-club-presenter |
Generate journal club slides with background, critique, and
discussion. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/journal-club-presenter) |
MIT |
/journal-cover-prompter |
Use when creating journal cover images, generating scientific
artwork prompts, or designing graphical abstracts. Creates detailed
prompts for AI image generators to produce publica… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/journal-cover-prompter) |
MIT |
/journal-impact-factor-trend |
Show journal impact factor and quartile trends over 5 years. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/journal-impact-factor-trend) |
MIT |
/journal-latest-issue |
Retrieve the latest journal issue's table of contents and abstracts
from URL/DOI/PMID/RSS/TOC sources, then generate Chinese key points
locally (no external translation APIs) when … |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/journal-latest-issue) |
MIT |
/journal-matchmaker |
Analyzes academic paper abstracts to recommend optimal journals for
submission, considering impact factors, scope alignment, and domain
expertise. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/journal-matchmaker) |
MIT |
/journal-recommender |
Recommend academic journals based on manuscript topic, abstract, and
impact factor expectations |
aipoch/medical-research-skills |
MIT |
/journal-skills |
Recommends target journals for manuscript submission by analyzing
the paper topic/abstract and the journal distribution of similar PubMed
literature; use when users ask for journal… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/journal-skills) |
MIT |
/kegg-api |
Access the KEGG database API to retrieve biological data (genes,
pathways, compounds, drugs). Invoke when the user asks to search, list,
or get details from KEGG. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/kegg-api) |
MIT |
/kegg-database |
Direct access to KEGG via the REST API for academic-only
pathway/gene/compound/drug queries; use when you need precise HTTP-level
control or targeted KEGG ID mapping. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/kegg-database) |
MIT |
/key-takeaways |
Extracts and summarizes key takeaways from documents, meeting notes,
articles, and other text content |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/key-takeaways) |
MIT |
/keyword-velocity-tracker |
Calculate literature growth velocity and acceleration to assess
research. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/keyword-velocity-tracker) |
MIT |
/knowledge-base-search |
Search and locate relevant content within a local knowledge base
(files, indices, or PageIndex) |
aipoch/medical-research-skills |
MIT |
/kv-design |
Generate professional Key Visual (KV) design proposals and images;
use when you have a slogan/copy and a marketing scenario but need a
clear visual direction and a ready-to-generat… |
aipoch/medical-research-skills |
MIT |
/lab-result-interpretation |
A medical assistant tool that transforms complex biochemical
laboratory test results into clear, patient-friendly explanations with
safety disclaimers and severity flags. |
aipoch/medical-research-skills |
MIT |
/latex-posters |
Creates academic-poster writing packages for LaTeX using
beamerposter, tikzposter, or baposter |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/latex-posters) |
MIT |
/lay-press-release-writer |
Transform academic papers into university press releases for
general. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/lay-press-release-writer) |
MIT |
/lay-summary-gen |
Converts complex medical abstracts into plain language summaries
for. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/lay-summary-gen) |
MIT |
/learning-tutoring |
Learning tutoring planning and content production skill for creating
study plans, generating exercises, writing answer explanations, and
providing review/adjustment guidance; trigg… |
aipoch/medical-research-skills |
MIT |
/linkedin-optimizer |
Use when optimizing LinkedIn profiles for doctors, physicians,
nurses, healthcare professionals, or medical researchers. Crafts
compelling headlines, writes professional summaries,… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/linkedin-optimizer) |
MIT |
/literature-close-read |
Produce a structured close-reading report from a paper's full
PDF-to-Markdown text (with ## Page XX pagination and image
references) when you need to systematically extract backg… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/literature-close-read) |
MIT |
/literature-experiment-extract |
Extract experimental models, experimental methods, and biomarker
information from paper Markdown (typically produced by PDF-to-Markdown
tools) when a user provides paper Markdown a… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/literature-experiment-extract) |
MIT |
/literature-extensive-read |
Rapidly skim and summarize academic papers (default:PDF-to-Markdown
full text with ## Page XX pagination and image references)
and output a structured extensive-reading summary i… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/literature-extensive-read) |
MIT |
/literature-filtering |
Filter literature by publication year, journal, and predefined
screening rules to produce inclusion/exclusion lists; use when
conducting preliminary screening or systematic review … |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/literature-filtering) |
MIT |
/literature-management |
Import local literature into a managed library; trigger when you
need offline deduplication, tagging, and a searchable index. |
aipoch/medical-research-skills |
MIT |
/literature-statistics |
Generate statistics for publication-year and journal distributions
from local references or PDFs; use when you need standardized
Year/Journal tables and a summary without any netwo… |
aipoch/medical-research-skills |
MIT |
/literatureimages-interpretation |
Interpret figures in academic papers and their captions when the
input is a PDF-to-Markdown document with page markers and image links,
producing a structured Markdown report for e… |
aipoch/medical-research-skills |
MIT |
/market-access-value |
Use market access value for academic writing workflows that need
structured execution, explicit assumptions, and clear output
boundaries. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/market-access-value) |
MIT |
/market-research-report-generator |
Generates professional market research reports by analyzing business
intent, decision levels, and conducting multi-source data retrieval
(Web, PubMed, Clinical Trials). |
aipoch/medical-research-skills |
MIT |
/markitdown |
Convert files and Office documents into clean Markdown when you need
LLM-friendly, token-efficient text (e.g., for summarization, search, RAG
ingestion, or dataset preparation). |
aipoch/medical-research-skills |
MIT |
/matplotlib |
A low-level plotting library for comprehensive customization |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Data
Analysis/matplotlib) |
MIT |
/medchem |
Medicinal chemistry screening filters for compound prioritization;
use when you need to apply drug-likeness rules, PAINS/structural alerts,
and complexity metrics to triage or opti… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/medchem) |
MIT |
/medical-case-interpreter |
Generates compliant medical case report articles for WeChat. |
aipoch/medical-research-skills |
MIT |
/medical-case-report-generator |
Generates a patient-friendly medical case report tweet from case
images and disease name |
aipoch/medical-research-skills |
MIT |
/medical-cv-resume-builder |
Use medical cv resume builder for academic writing workflows that
need structured execution, explicit assumptions, and clear output
boundaries. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/medical-cv-resume-builder) |
MIT |
/medical-email-polisher |
Transforms rough email drafts into polished, professional medical
correspondence. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/medical-email-polisher) |
MIT |
/medical-scribe-dictation |
Convert physician verbal dictation into structured SOAP notes.
Trigger. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/medical-scribe-dictation) |
MIT |
/medical-translation |
Use medical translation for academic writing workflows that need
structured execution, explicit assumptions, and clear output
boundaries. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/medical-translation) |
MIT |
/medical-unit-converter |
Convert medical laboratory values between units (mg/dL to mmol/L,
etc.) with formula transparency and clinical reference ranges. Supports
glucose, cholesterol, creatinine, and hemo… |
aipoch/medical-research-skills |
MIT |
/medication-adherence-message-gen |
Use medication adherence message gen for academic writing workflows
that need structured execution, explicit assumptions, and clear output
boundaries. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/medication-adherence-message-gen) |
MIT |
/medication-reconciliation |
Compare patient pre-admission medication lists with inpatient orders
to automatically identify omitted or duplicated medications and improve
medication safety. |
aipoch/medical-research-skills |
MIT |
/meeting-assistant |
Extracts key meeting information in chronological order and outputs
decisions and action items; use when you need meeting minutes, action
tracking, or project sync notes from trans… |
aipoch/medical-research-skills |
MIT |
/meeting-minutes |
Use meeting minutes for other workflows that need structured
execution, explicit assumptions, and clear output boundaries. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/meeting-minutes) |
MIT |
/meeting-minutes-generator |
Generates structured meeting minutes from text transcripts |
aipoch/medical-research-skills |
MIT |
/meta-abstract-screener |
Screens research papers based on title/abstract and inclusion
criteria, providing a structured Yes/No/Maybe decision |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Data
Analysis/meta-abstract-screener) |
MIT |
/meta-analysis-methods-generator |
Generates the Methods section for a meta-analysis paper, including
search strategy, screening, quality assessment, data extraction, and
statistical analysis. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/meta-analysis-methods-generator) |
MIT |
/meta-baseline-generator |
Generates a meta-analysis baseline characteristics section (text +
table) from raw data. Supports Chinese and English |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/meta-baseline-generator) |
MIT |
/meta-manuscript-generator |
Generates a first draft of a clinical meta-analysis paper. Input the
research report (including Methods and Results sections), language, and
title to automatically generate a compl… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/meta-manuscript-generator) |
MIT |
/meta-picos-generator |
Generates PI(E)COS structure (Population, Intervention, Comparator,
Outcomes, Study Design) from Meta-analysis or study titles |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Data
Analysis/meta-picos-generator) |
MIT |
/meta-results-forest-plot-analyzer |
Analyzes forest plots for meta-analysis, generating detailed
descriptions and formatting figure legends in Chinese or English |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/meta-results-forest-plot-analyzer) |
MIT |
/meta-results-funnel-plot-generator |
Generates a Meta-analysis results section description for funnel
plots, including statistical tables (Egger's, Begg's, Trim & Fill)
and figure legends. Supports English and Chinese… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/meta-results-funnel-plot-generator) |
MIT |
/meta-results-risk-of-bias |
Generates the "Risk of Bias" results section for a meta-analysis
based on assessment tables and statistics |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/meta-results-risk-of-bias) |
MIT |
/meta-results-sensitivity-analysis |
Generates the "Results" section for meta-analysis sensitivity
analysis based on statistical tables and titles |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/meta-results-sensitivity-analysis) |
MIT |
/meta-screening-fulltext |
Screen full-text papers against inclusion/exclusion criteria, with
optional PubMed metadata check using PMID |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Data
Analysis/meta-screening-fulltext) |
MIT |
/meta-search-builder |
Medical literature search strategy generator. Given a user's
natural-language description (e.g., meta-analysis topic, PICOS elements,
research question), automatically extract medi… |
aipoch/medical-research-skills |
MIT |
/method-writing |
Write and revise the Methods section of research papers to ensure
reproducibility; use when preparing an IMRAD manuscript or responding to
journal/reporting-guideline requirements … |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/method-writing) |
MIT |
/methodology-extractor |
Batch extraction of experimental methods from multiple papers for
protocol. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/methodology-extractor) |
MIT |
/microbiome-diversity-reporter |
Interpret Alpha and Beta diversity metrics from 16S rRNA sequencing
results. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/microbiome-diversity-reporter) |
MIT |
/microscopy-scale-bar-adder |
Add accurate, publication-ready scale bars to microscopy images
given pixel-to-unit calibration data. |
aipoch/medical-research-skills |
MIT |
/mindmap |
Generate mindmaps locally/offline with native HTML/CSS/JS (no
external libraries); use when you need to parse Plain Text node
structures or map LLM outputs into an on-device visual… |
aipoch/medical-research-skills |
MIT |
/mindmap-helper |
Organize requirements into Markdown/JSON mind map structures; use
when you need a hierarchical outline for mind map tools (e.g., XMind,
ProcessOn, FreeMind) or for documentation pl… |
aipoch/medical-research-skills |
MIT |
/moa-explainer |
Generate 3D animation scripts and lay explanations for drug
mechanisms. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/moa-explainer) |
MIT |
/molecular-review-workflow |
Generates academic reviews for molecules in diseases using PubMed
research. Invoke when user needs biomedical literature review with
Vancouver citation format. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/molecular-review-workflow) |
MIT |
/multi-source-news-writer |
Integrates multiple news sources into a single, cohesive press
release using an inverted pyramid structure and AP style |
aipoch/medical-research-skills |
MIT |
/networking-email-drafter |
Draft professional follow-up emails to contacts made at conferences
- not too pushy, but memorable. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/networking-email-drafter) |
MIT |
/note-summarizer |
Organize study notes into a structured knowledge-point outline and
export to a .docx summary when you need a shareable, hierarchical
document from Word/PPT/Text/Markdown inputs. |
aipoch/medical-research-skills |
MIT |
/open-access-scout |
Use when finding open access journals, checking journal policies, or
identifying predatory publishers. Helps researchers locate legitimate
open access venues and avoid publication … |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/open-access-scout) |
MIT |
/open-source-license-check |
Check if referenced bioinformatics software/code licenses allow
commercial use (GPL vs MIT, etc.). |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/open-source-license-check) |
MIT |
/open-targets-db |
Query the Open Targets Platform to retrieve targets, diseases, or
evidence records when you need target-disease association data and
evidence-based scores for therapeutic discovery… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/open-targets-db) |
MIT |
/openalex-db |
Access the OpenAlex database (240M+ scholarly works) for
bibliometric analysis, literature search, and citation tracking; use
when you need to query works/authors/institutions/conc… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/openalex-db) |
MIT |
/outlier-detection-handler |
Use outlier detection handler for data analysis workflows that need
structured execution, explicit assumptions, and clear output
boundaries. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Data
Analysis/outlier-detection-handler) |
MIT |
/paper-2-web |
Use this skill when converting academic papers to promotional and
presentation formats, including interactive websites (Paper2Web),
presentation videos (Paper2Video), and conferenc… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/paper-2-web) |
MIT |
/paper-tweet-generator |
Generates a structured reading tweet from an academic paper (PDF,
Word, or Text), highlighting specific product advantages |
aipoch/medical-research-skills |
MIT |
/patent-assistant |
Assists R&D teams with patent technical disclosure drafting and
patent/novelty search analysis; use when users ask to write a patent
disclosure, structure an invention description,… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/patent-assistant) |
MIT |
/patent-claim-mapper |
Use when mapping patent claims to products, analyzing patent
infringement, or preparing freedom-to-operate analyses. Compares patent
claims against product features for biotech and… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/patent-claim-mapper) |
MIT |
/patent-landscape |
Use when analyzing biotech patent landscapes, identifying white
spaces in pharmaceutical IP, tracking competitor patents, or assessing
freedom to operate for drug development. Prov… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/patent-landscape) |
MIT |
/pathway-introduction-expert |
Generates comprehensive academic introductions for biological
pathways, including signaling processes, markers, and inhibitors |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/pathway-introduction-expert) |
MIT |
/patient-consent-simplifier |
Simplify informed consent documents into patient-friendly language
while maintaining regulatory compliance (FDA 21CFR50, ICH-GCP, HIPAA)
and required legal elements. |
aipoch/medical-research-skills |
MIT |
/patient-recruitment-ad-gen |
Generate ethical, compliant, and patient-friendly recruitment
advertisements for clinical trials. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/patient-recruitment-ad-gen) |
MIT |
/pdb-database |
Access the RCSB Protein Data Bank (PDB) to search, download, and
programmatically retrieve 3D macromolecular structures and metadata; use
when you need structure discovery (text/se… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/pdb-database) |
MIT |
/pdf-extract |
Extract PDF selectable text and full-page or segmented page images
(including tables) into Markdown with per-page headings and image links;
use when you need both readable text and… |
aipoch/medical-research-skills |
MIT |
/pdf-ppt |
Create literature-report PPTX decks from PDF papers |
aipoch/medical-research-skills |
MIT |
/pdf-processor |
Perform basic local PDF operations (merge, split, extract
pages/text/tables, create) when users request offline PDF processing
without external services. |
aipoch/medical-research-skills |
MIT |
/pdf-to-ppt-pack |
Convert research paper PDFs into literature-report PPTX decks using
a fully offline workflow (extract text/figures, map captions, summarize
findings, and generate slides) |
aipoch/medical-research-skills |
MIT |
/peer-review |
Conduct professional peer reviews for papers or theses, providing
structured evaluations and improvement suggestions; use when you need a
pre-submission assessment, an internal rev… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/peer-review) |
MIT |
/peer-review-response-drafter |
Assist in drafting professional peer review response letters.
Trigger. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/peer-review-response-drafter) |
MIT |
/personal-statement |
Use when writing medical school personal statements, residency
application essays, fellowship statements, or graduate school admissions
essays. Crafts compelling narratives highlig… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/personal-statement) |
MIT |
/phenotype-introduction |
Expert system for generating comprehensive biomedical phenotype
introductions with structured academic content |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/phenotype-introduction) |
MIT |
/plan-generator |
Automatically generates a Markdown final-exam review plan or lab
experiment schedule when you provide a date range, tasks/items, and
available daily hours (via interactive prompts … |
aipoch/medical-research-skills |
MIT |
/plotly |
Interactive visualization library for Python |
aipoch/medical-research-skills |
MIT |
/postdoc-fellowship-matcher |
Filter and match postdoctoral fellowship opportunities based on
applicant nationality, years since PhD, and research field from a
curated database. |
aipoch/medical-research-skills |
MIT |
/poster-designer |
Generate professional poster design concepts and optimized
image-generation prompts, then automatically run a drawing script to
produce the final poster image when a user needs a p… |
aipoch/medical-research-skills |
MIT |
/poster-layout-planner |
Use poster layout planner for other workflows that need structured
execution, explicit assumptions, and clear output boundaries. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/poster-layout-planner) |
MIT |
/ppt |
Create and export PPTX decks using the local HTML/JS PPT framework
in D:\SKILL\project\ppt |
aipoch/medical-research-skills |
MIT |
/pptx-posters |
Generate PowerPoint presentations and academic posters from paper
abstracts or full paper content, with automatic layout optimization and
citation formatting. |
aipoch/medical-research-skills |
MIT |
/presentation-hook |
Creates engaging opening statements and powerful closings for
medical. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/presentation-hook) |
MIT |
/prior-auth-letter-drafter |
Generate professional prior authorization request letters for
insurance companies with proper clinical justification and
formatting. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/prior-auth-letter-drafter) |
MIT |
/prospero-registration-helper |
Assists researchers in generating PROSPERO registration content for
meta-analyses from a title and optional protocol |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Protocol
Design/prospero-registration-helper) |
MIT |
/pubchem-database-skill |
Programmatic access to the PubChem database (via PUG-REST API and
PubChemPy) for searching chemical compounds, retrieving physicochemical
properties, performing structure similarit… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/pubchem-database-skill) |
MIT |
/pubmed-search-specialist |
Build complex Boolean query strings for precise PubMed/MEDLINE
literature retrieval. Trigger when user needs MeSH term mapping, Boolean
query construction, advanced PubMed filters,… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/pubmed-search-specialist) |
MIT |
/pubmed-topic-recommend |
Generate ~5 actionable research topic recommendations by querying
PubMed E-utilities; use when a user provides a research
direction/constraints and needs evidence-backed topic idea… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/pubmed-topic-recommend) |
MIT |
/pytdc |
Therapeutics Data Commons (PyTDC) for AI-ready therapeutic ML
datasets and benchmarks; use it when you need standardized dataset
loading, meaningful splits (e.g., scaffold/cold-sta… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/pytdc) |
MIT |
/q-and-a-prep-partner |
Predict challenging questions for presentations and prepare
structured responses. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/q-and-a-prep-partner) |
MIT |
/quality-assessment |
Automates critical appraisal and quality assessment for research
papers by analyzing text against established methodological standards
(such as risk of bias tools, quality checklis… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Data
Analysis/quality-assessment) |
MIT |
/radiology-image-quiz |
Use when creating radiology educational quizzes, preparing board
exam questions, or studying medical imaging cases. Generates interactive
quizzes with X-ray, CT, MRI, and ultrasoun… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/radiology-image-quiz) |
MIT |
/rare-disease-hpo-mapper |
Map patient symptoms to Human Phenotype Ontology terms for gene
diagnosis. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/rare-disease-hpo-mapper) |
MIT |
/rct-bias-assessment-rob2 |
Automates Risk of Bias 2 (ROB2) assessment for RCT papers by
analyzing text against specific domains and synthesizing a report |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Data
Analysis/rct-bias-assessment-rob2) |
MIT |
/reactome-skill |
Query the Reactome REST API for pathway content and enrichment
analyses; use when you need curated pathway data, reaction details, or
overrepresentation results for a gene list. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/reactome-skill) |
MIT |
/rebuttal-letter-strategist |
Use rebuttal letter strategist for academic writing workflows that
need structured execution, explicit assumptions, and clear output
boundaries. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/rebuttal-letter-strategist) |
MIT |
/recommendation-letter-assistant |
Helps faculty and mentors draft standardized recommendation letters
for. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/recommendation-letter-assistant) |
MIT |
/reference-finder |
Automatically finds and ranks PubMed references for each sentence in
scientific text; use when you need titles, DOIs, and brief
recommendation reasons from the PubMed E-utilities A… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/reference-finder) |
MIT |
/reference-search |
Multi-database literature search and search-strategy design that
outputs structured, reproducible result lists; use when you need
reference retrieval, systematic searching, review … |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/reference-search) |
MIT |
/reference-style-sync |
One-click synchronization and standardization of reference formats
in literature management tools, intelligently fixing metadata
errors. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/reference-style-sync) |
MIT |
/referral-letter-generator |
Generate medical referral letters with patient summary, reason for
referral. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/referral-letter-generator) |
MIT |
/reproducibility-check |
Check whether a paper’s Methods section contains all information
needed for replication; use when preparing a manuscript for submission
or reviewing methodological completeness. |
aipoch/medical-research-skills |
MIT |
/research-article-weekly |
Generates a weekly academic literature report based on keywords
using PubMed |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/research-article-weekly) |
MIT |
/research-grants |
Write competitive research proposals for NSF, NIH, DOE, DARPA, and
Taiwan's NSTC when you need agency-compliant narratives, budgets, and
review-criteria alignment for a specific so… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Protocol
Design/research-grants) |
MIT |
/research-hotspot-analysis |
Analyzes research hotspots and recommends literature based on a
disease or topic |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/research-hotspot-analysis) |
MIT |
/research-paper-downloader |
Download academic papers from open-access sources when the user
provides a DOI/arXiv ID or requests a keyword-based paper search, and
return the saved PDF path. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/research-paper-downloader) |
MIT |
/research-proposal-generator |
Generates a comprehensive research proposal design based on input
literature, including hypothesis, mechanism verification, and
budget |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Protocol
Design/research-proposal-generator) |
MIT |
/response-letter |
Helps organize reviewer comments and generate a standardized Word
(.docx) response letter that maps each change to its exact location
(page/paragraph/line) |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/response-letter) |
MIT |
/response-tone-polisher |
Polishes response letters by transforming defensive or harsh
language. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/response-tone-polisher) |
MIT |
/resubmission-deadline-tracker |
Track manuscript resubmission deadlines and automatically generate
phase-appropriate task breakdowns for academic researchers based on
remaining time. |
aipoch/medical-research-skills |
MIT |
/result-figure-consistencycheck |
Checks consistency between paper result descriptions and figure
legends (text-only) when the input is a PDF-to-Markdown full text
containing page breaks (e.g., ## Page XX) and le… |
aipoch/medical-research-skills |
MIT |
/retraction-watcher |
Automatically scan document reference lists and check against
Retraction. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/retraction-watcher) |
MIT |
/sample-size-power-calculator |
Advanced sample size and power calculations for complex study
designs including survival analysis, clustered designs, and multiple
comparisons. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/sample-size-power-calculator) |
MIT |
/schedule-management |
Local schedule management for adding events, tracking deadlines,
generating reminders, and detecting time conflicts when users need
offline scheduling with optional popup notificat… |
aipoch/medical-research-skills |
MIT |
/scholar-evaluation |
Implements the ScholarEval framework to evaluate scholarly
documents; trigger when the user provides a PDF/DOCX/TXT file or pasted
text and requests critique, scoring, or quality a… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/scholar-evaluation) |
MIT |
/sci-paper-reviewer |
Simulates a strict SCI peer-review workflow; trigger when a user
uploads or pastes a manuscript (PDF/DOC/DOCX/TXT) and requests an
innovation score (1–12) plus experimental-logic v… |
aipoch/medical-research-skills |
MIT |
/science-popularization-article |
Generates science popularization articles with titles and outlines
based on medical topics and style preferences. Invoke when user needs to
create medical/science popular content f… |
aipoch/medical-research-skills |
MIT |
/scientific-podcast-summary |
Automatically summarize scientific podcasts like Huberman Lab and
Nature. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/scientific-podcast-summary) |
MIT |
/scientific-schematics |
Automates publication-quality scientific diagrams (e.g., flowcharts,
architectures, pathways) when you need journal/poster-ready visuals from
a natural-language description. |
aipoch/medical-research-skills |
MIT |
/scite-database |
Access Scite.ai Smart Citations to classify how a paper is cited
(supporting, contrasting, mentioning) and assess scientific claims; use
it when you need to evaluate a paper’s reli… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/scite-database) |
MIT |
/seaborn |
Statistical visualization library integrated with pandas; use it
when you need fast EDA of distributions, relationships, and categorical
comparisons (e.g., box/violin/pair plots an… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Data
Analysis/seaborn) |
MIT |
/search-pubmed |
An intelligent tool for precision medical literature search using
PubMed's E-utilities API. |
aipoch/medical-research-skills |
MIT |
/semantic-consistency-auditor |
Use semantic consistency auditor for academic writing workflows that
need structured execution, explicit assumptions, and clear output
boundaries. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/semantic-consistency-auditor) |
MIT |
/semantic-scholar-database |
Access the Semantic Scholar Graph API to search papers and retrieve
paper/author/citation data when you need literature discovery or
citation graph exploration. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/semantic-scholar-database) |
MIT |
/shift-handover-summarizer |
Generate structured shift handover summaries from EHR records,
highlighting critical events, vital sign changes, and pending tasks for
incoming clinical staff. |
aipoch/medical-research-skills |
MIT |
/short-video-script-generator |
Generate popular science short video scripts based on topic,
duration, and style. Invoke when the user needs to create scripts for
short science videos. |
aipoch/medical-research-skills |
MIT |
/slide-deck-images |
Generate professional slide-deck SVG images (not PPTX/PDF) when
users ask to “create slides / slide deck / PPT” and need image
outputs. |
aipoch/medical-research-skills |
MIT |
/smart-journal-monitor |
Use smart journal monitor for evidence insight workflows that need
structured execution, explicit assumptions, and clear output
boundaries. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/smart-journal-monitor) |
MIT |
/soft-article-writer |
Generates high-quality promotional soft articles with structured
outlines, tailored introductions, and optimized titles based on product
info and hot topics |
aipoch/medical-research-skills |
MIT |
/spreadsheet-ops |
Spreadsheet processing and analysis for CSV/Excel; trigger when
users ask to merge/clean tabular data, run statistics, add/edit Excel
formulas, apply formatting, generate charts, o… |
aipoch/medical-research-skills |
MIT |
/statistical-analysis |
Guided statistical analysis for test selection, assumption checks,
power analysis, and APA-style reporting |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Data
Analysis/statistical-analysis) |
MIT |
/statistical-analysis-advisor |
Recommends appropriate statistical methods (T-test vs ANOVA, etc.)
based. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Data
Analysis/statistical-analysis-advisor) |
MIT |
/string-database |
Access the STRING database to map identifiers, retrieve
protein–protein interaction networks, and run functional/PPI enrichment
when you need interaction context for a gene/protein… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/string-database) |
MIT |
/study-design-scale-selector |
Determines the appropriate Risk of Bias assessment scale for a
medical study based on its design (RCT, Cohort, etc.), using PubMed
metadata lookup or text analysis |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Data
Analysis/study-design-scale-selector) |
MIT |
/study-limitations-drafter |
Use study limitations drafter for academic writing workflows that
need structured execution, explicit assumptions, and clear output
boundaries. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/study-limitations-drafter) |
MIT |
/symptom-checker-triage |
Suggest triage levels (Emergency, Urgent, Outpatient) based on red
flag symptoms using a rule-based engine. For AI-assisted decision
support only — not a substitute for professiona… |
aipoch/medical-research-skills |
MIT |
/systematic-review-screener |
Automated abstract screening tool for systematic literature reviews
with PRISMA workflow support. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/systematic-review-screener) |
MIT |
/table-1-generator |
Automated generation of baseline characteristics tables (Table 1)
for clinical research papers. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Data
Analysis/table-1-generator) |
MIT |
/target-novelty-scorer |
Score the novelty of biological targets through literature mining
and. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/target-novelty-scorer) |
MIT |
/task-reminder |
Organize scattered tasks into actionable lists and generate
daily/weekly/deadline reminder plans when you need a structured schedule
and exportable outputs (MD/CSV), with optional … |
aipoch/medical-research-skills |
MIT |
/text-format-organizer |
A local text formatting organizer for biomedical/academic writing;
use it when you need to clean whitespace/line endings while preserving
Markdown structures or when normalizing .d… |
aipoch/medical-research-skills |
MIT |
/text-to-technical-roadmap |
Converts research text into a Mermaid technical roadmap
flowchart |
aipoch/medical-research-skills |
MIT |
/time-zone-planner |
Plan cross-time-zone meeting windows for distributed teams,
providing region-by-region local time mappings and tradeoff analysis for
scheduling decisions. |
aipoch/medical-research-skills |
MIT |
/tone-adjuster |
Use when converting medical text between academic and
patient-friendly tones, translating medical jargon for patients,
adapting research papers for public audiences, or rewriting c… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/tone-adjuster) |
MIT |
/translational-gap-analyzer |
Assess translational gaps between preclinical models and human
diseases. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/translational-gap-analyzer) |
MIT |
/treatment-plans |
Generate concise (typically 1–4 pages) patient-centered medical
treatment plans in LaTeX/PDF when a clinician needs an actionable plan
with SMART goals, evidence-based intervention… |
aipoch/medical-research-skills |
MIT |
/uniprot-database |
Direct REST API access to UniProt for protein search, entry
retrieval, and identifier mapping; use when you need programmatic
UniProtKB queries or cross-database ID conversion. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/uniprot-database) |
MIT |
/unstructured-medical-text-miner |
Mine unstructured clinical text from MIMIC-IV to extract diagnostic
logic. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/unstructured-medical-text-miner) |
MIT |
/uspto-database |
Access USPTO data (Patent Search, PEDS, TSDR, assignments) when you
need to query patents/trademarks and retrieve prosecution or status
information programmatically. |
aipoch/medical-research-skills |
MIT |
/variant-annotation |
Query and annotate gene variants from ClinVar and dbSNP databases.
\n. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/variant-annotation) |
MIT |
/vector-text-fixer |
Fix garbled text in PDF/SVG vector graphics caused by font encoding
issues, making files editable in AI tools. Supports batch processing and
JSON export for manual correction. |
aipoch/medical-research-skills |
MIT |
/venue-templates |
Venue-specific LaTeX templates, formatting requirements, and
submission guidelines for journals, conferences, posters, and grants—use
when a target venue imposes strict layout, pag… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/venue-templates) |
MIT |
/virtual-patient-roleplay |
Simulate standardized patient encounters for medical training,
supporting OSCE-style history-taking practice, communication skills
rehearsal, and educational debriefing. |
aipoch/medical-research-skills |
MIT |
/visual-content-desc |
Generates detailed text descriptions of medical images and charts
for. |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic
Writing/visual-content-desc) |
MIT |
/word-read-write |
Create and read Microsoft Word (.docx) documents |
aipoch/medical-research-skills |
MIT |
/zinc-database |
Access the ZINC (230M+ purchasable compounds) database when you need
to look up compounds by ZINC ID/SMILES, run similarity/analog searches,
or download 3D ready-to-dock structures… |
[aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence
Insight/zinc-database) |
MIT |