UWC Immersive Zone · generated 2026-09-03
Complete machine-generated inventory of every skill and installed
ability, with the upstream repository for each. Skills are markdown
instruction packs Claude Code loads on demand — you invoke one by typing
/skill-name.
| Count | |
|---|---|
| Installable skills | 486 |
| Parked skills (installed, deactivated) | 131 |
| Upstream sources | 28 |
| Plugins | 2 |
| Internal skills (not publicly distributed) | 21 |
| Source | Skills | Licence | Install |
|---|---|---|---|
| aipoch/medical-research-skills | 282 | MIT | git clone https://github.com/aipoch/medical-research-skills.git |
| mohitagw15856/pm-claude-skills | 111 | MIT | git clone https://github.com/mohitagw15856/pm-claude-skills.git |
| theneoai/awesome-skills | 44 | MIT + attribution | git clone https://github.com/theneoai/awesome-skills.git |
| owl-listener/designer-skills | 7 | MIT | git clone https://github.com/owl-listener/designer-skills.git |
| humanizerai/agent-skills | 6 | MIT | git clone https://github.com/humanizerai/agent-skills.git |
| Imbad0202/academic-research-skills | 4 | CC-BY-NC | git clone https://github.com/Imbad0202/academic-research-skills.git |
| Leonxlnx/taste-skill | 4 | MIT | git clone https://github.com/Leonxlnx/taste-skill.git |
| anthropics/skills | 3 | see repo | git clone https://github.com/anthropics/skills.git |
| ArnavPuri/designskills | 3 | MIT | git clone https://github.com/ArnavPuri/designskills.git |
| jamditis/claude-skills-journalism | 3 | MIT | git clone https://github.com/jamditis/claude-skills-journalism.git |
| nadiem99/claude-writing-skills | 2 | MIT | git clone https://github.com/nadiem99/claude-writing-skills.git |
| nexu-io/open-design | 1 | Apache-2.0 | git clone https://github.com/nexu-io/open-design.git |
| ComposioHQ/awesome-claude-skills | 1 | Apache-2.0 · bundles 54 OFL fonts | git clone https://github.com/ComposioHQ/awesome-claude-skills.git |
| smixs/creative-director-skill | 1 | CC BY 4.0 — attribution to Serge Shima REQUIRED, incl. derivatives | git clone https://github.com/smixs/creative-director-skill.git |
| Ashutos1997/claude-design-auditor-skill | 1 | no LICENSE file — see repo | git clone https://github.com/Ashutos1997/claude-design-auditor-skill.git |
| sponsors/safishamsi | 1 | see author | not a public repo — see author |
| blader/humanizer | 1 | MIT | git clone https://github.com/blader/humanizer.git |
| pbakaus/impeccable | 1 | Apache-2.0 | git clone https://github.com/pbakaus/impeccable.git |
| ghanemzadeh/claude-skills | 1 | MIT | git clone https://github.com/ghanemzadeh/claude-skills.git |
| aiwithremy/claude-skills-llm-council | 1 | no LICENSE file — see repo | git clone https://github.com/aiwithremy/claude-skills-llm-council.git |
| neonwatty/logo-designer-skill | 1 | MIT (locally patched) | git clone https://github.com/neonwatty/logo-designer-skill.git |
| remotion-dev/skills | 1 | MIT | git clone https://github.com/remotion-dev/skills.git |
| guillaumemeyer/watermarks-remover | 1 | MIT | git clone https://github.com/guillaumemeyer/watermarks-remover.git |
| Emily2040/seedance-2.0 | 1 | MIT | git clone https://github.com/Emily2040/seedance-2.0.git |
| liyue-aigc/seedance-2-5-video-director | 1 | MIT + NOTICE | git clone https://github.com/liyue-aigc/seedance-2-5-video-director.git |
| keemanxp/slr-prisma | 1 | see repo | git clone https://github.com/keemanxp/slr-prisma.git |
| pawel-cell/micky-podcast-agentic-engineering | 1 | MIT per frontmatter — no repo LICENSE | git clone https://github.com/pawel-cell/micky-podcast-agentic-engineering.git |
| rknall/claude-skills | 1 | no LICENSE file — see repo (locally patched) | git clone https://github.com/rknall/claude-skills.git |
| Plugin | Version | Commit | Repository |
|---|---|---|---|
caveman@caveman |
754795ada42d | 754795ada42d |
JuliusBrussee/caveman |
superpowers@claude-plugins-official |
6.1.1 | d884ae04edeb |
obra/superpowers |
21 further skills are authored internally for our own projects and are not publicly distributed, so they are omitted here.
| Tool | Purpose | Origin |
|---|---|---|
~/cv-supervision |
Computer vision — detection, tracking, counting (backs
/supervision-cv) |
roboflow/supervision + ultralytics |
britfix |
Code-safe US→UK spelling conversion CLI | Talieisin/britfix |
clasp |
Google Apps Script deploy | google/clasp |
wrangler |
Cloudflare Workers/Pages deploy | cloudflare/workers-sdk |
gh |
GitHub CLI | cli/cli |
uv |
Python env/package manager | astral-sh/uv |
| Skill | What it does | Origin | Licence |
|---|---|---|---|
/INPLASY-registration-helper |
Assists researchers in generating INPLASY registration content for meta-analyses from a title and optional protocol | aipoch/medical-research-skills | 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 | 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 | 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 | 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 | 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 | 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 | MIT |
/anatomy-quiz-master |
Generate interactive anatomy quizzes for medical education with multiple. | aipoch/medical-research-skills | 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 | 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 | 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 | 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 | MIT |
/automated-soap-note-generator |
Generate structured SOAP notes from clinical narratives, transcripts, or existing notes; use when the user needs de-identified clinical documentation organized into Subjective, Obj… | aipoch/medical-research-skills | 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 | 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 | 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 | MIT |
/biomed-outline-generator |
Generates structured biomedical outlines for review articles, discussion sections, and thesis proposals | aipoch/medical-research-skills | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | MIT |
/clinical-reports |
Write comprehensive clinical reports including case reports (CARE guidelines), diagnostic reports (radiology/pathology/lab), clinical trial reports (ICH-E3, SAE, CSR), and patient … | 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 | 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 | MIT |
/clinicaltrials-gov-parser |
Monitor and summarize competitor clinical trial status changes from ClinicalTrials.gov. | aipoch/medical-research-skills | 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 | 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 | 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 | MIT |
/comparison-table-gen |
Auto-generates comparison tables for concepts, drugs, or study results. | aipoch/medical-research-skills | MIT |
/competitor-trial-monitor |
Monitor competitor clinical trial progress and alert on market risks. | aipoch/medical-research-skills | MIT |
/concept-explainer |
Uses analogies to explain complex medical concepts in accessible terms. | aipoch/medical-research-skills | MIT |
/conference-abstract-adaptor |
Adapt scientific abstracts to conference-specific word limits, section rules, and formatting constraints; use when reshaping an existing abstract for submission. | aipoch/medical-research-skills | 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 | 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 | MIT |
/cover-letter-drafter |
Generates professional cover letters for journal submissions and job. | aipoch/medical-research-skills | MIT |
/cover-letter-generator |
Generates a journal-ready cover letter from manuscript metadata, highlights, and journal-fit notes | aipoch/medical-research-skills | 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 | 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 | 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 | 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 | 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 | 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 | MIT |
/discharge-summary-writer |
Generate hospital discharge summaries from admission data, hospital course, diagnoses, procedures, and follow-up plans; use when a structured discharge document is required from cl… | aipoch/medical-research-skills | MIT |
/discussion-section-architect |
Structures and writes discussion sections for academic papers and research reports | aipoch/medical-research-skills | 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 | 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 | MIT |
/ebm-calculator |
Evidence-Based Medicine diagnostic test calculator. Computes sensitivity, specificity, PPV, NPV, likelihood ratios, NNT, and pre/post-test probability. | 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 | 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 | MIT |
/encode-api |
Access the ENCODE Project REST API to search for and retrieve biological data (biosamples, experiments, etc.) | aipoch/medical-research-skills | 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 | 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 | 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 | 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 | MIT |
/figure-legend-gen |
Generate standardized figure legends for scientific figures and charts; use when preparing publication-ready legends that summarize design, variables, sample size, and key statisti… | aipoch/medical-research-skills | 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 | 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 | 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 | 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 | MIT |
/geo-search-api |
Search for gene expression DataSets and Profiles in the NCBI GEO database | aipoch/medical-research-skills | 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 | 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 | 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 | 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 | MIT |
/gwas-database |
Query NHGRI-EBI GWAS Catalog for SNP-trait associations. Search variants by rs ID, disease/trait, gene, retrieve p-values and summary statistics, for genetic epidemiology and polyg… | aipoch/medical-research-skills | 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 | 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 | 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 | 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 | 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 | MIT |
/journal-club-presenter |
Generate journal club slides with background, critique, and discussion. | aipoch/medical-research-skills | 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 | MIT |
/journal-impact-factor-trend |
Show journal impact factor and quartile trends over 5 years. | aipoch/medical-research-skills | 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 | 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 | 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 | 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 | 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 | MIT |
/key-takeaways |
Extracts and summarizes key takeaways from documents, meeting notes, articles, and other text content | aipoch/medical-research-skills | MIT |
/keyword-velocity-tracker |
Calculate literature growth velocity and acceleration to assess research. | aipoch/medical-research-skills | 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 |
Transforms biochemical lab test results into clear, patient-friendly explanations. Covers blood routine, lipid panel, liver/kidney function, thyroid, electrolytes, and inflammation… | aipoch/medical-research-skills | MIT |
/latex-posters |
Creates academic-poster writing packages for LaTeX using beamerposter, tikzposter, or baposter | aipoch/medical-research-skills | MIT |
/lay-press-release-writer |
Transform academic papers into university press releases for general. | aipoch/medical-research-skills | MIT |
/lay-summary-gen |
Converts complex medical abstracts into plain language summaries for. | aipoch/medical-research-skills | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | MIT |
/medical-email-polisher |
Transforms rough email drafts into polished, professional medical correspondence. | aipoch/medical-research-skills | MIT |
/medical-scribe-dictation |
Convert physician verbal dictation into structured SOAP notes. Trigger. | aipoch/medical-research-skills | MIT |
/medical-translation |
Use medical translation for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries. | aipoch/medical-research-skills | 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 | 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 | 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 | 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 | MIT |
/meta-baseline-generator |
Generates a meta-analysis baseline characteristics section (text + table) from raw data. Supports Chinese and English | aipoch/medical-research-skills | 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 | 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 | 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 | 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 | 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 | MIT |
/meta-results-sensitivity-analysis |
Generates the “Results” section for meta-analysis sensitivity analysis based on statistical tables and titles | aipoch/medical-research-skills | MIT |
/meta-screening-fulltext |
Screen full-text papers against inclusion/exclusion criteria, with optional PubMed metadata check using PMID | aipoch/medical-research-skills | 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 | MIT |
/methodology-extractor |
Extract experimental methods from one or more papers into a structured protocol-oriented summary; use when comparing methods across studies or drafting reproducible procedures. | aipoch/medical-research-skills | MIT |
/microbiome-diversity-reporter |
Interpret Alpha and Beta diversity metrics from 16S rRNA sequencing results. | aipoch/medical-research-skills | 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 | 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 | 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 | 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 | MIT |
/open-source-license-check |
Check if referenced bioinformatics software/code licenses allow commercial use (GPL vs MIT, etc.). | aipoch/medical-research-skills | 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 | 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 | 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 | 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 | 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 | 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 | 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 | MIT |
/pathway-introduction-expert |
Generates comprehensive academic introductions for biological pathways, including signaling processes, markers, and inhibitors | aipoch/medical-research-skills | MIT |
/patient-consent-simplifier |
Simplifies informed consent documents into patient-friendly language while maintaining regulatory compliance. Readability assessment targeting 6th-8th grade level, risk/benefit cla… | aipoch/medical-research-skills | MIT |
/patient-recruitment-ad-gen |
Generate ethical, compliant, and patient-friendly recruitment advertisements for clinical trials. | aipoch/medical-research-skills | 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 | 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 | MIT |
/peer-review-response-drafter |
Assist in drafting professional peer review response letters. Trigger. | aipoch/medical-research-skills | 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 | MIT |
/phenotype-introduction |
Expert system for generating comprehensive biomedical phenotype introductions with structured academic content | aipoch/medical-research-skills | 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 | 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 | MIT |
/prior-auth-letter-drafter |
Generate professional prior authorization request letters for insurance companies with proper clinical justification and formatting. | aipoch/medical-research-skills | MIT |
/prospero-registration-helper |
Assists researchers in generating PROSPERO registration content for meta-analyses from a title and optional protocol | aipoch/medical-research-skills | 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 | 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 | 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 | 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 | MIT |
/q-and-a-prep-partner |
Predict challenging questions for presentations and prepare structured responses. | aipoch/medical-research-skills | 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 | 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 | MIT |
/rare-disease-hpo-mapper |
Map patient symptoms to Human Phenotype Ontology terms for gene diagnosis. | aipoch/medical-research-skills | 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 | 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 | 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 | MIT |
/recommendation-letter-assistant |
Helps faculty and mentors draft standardized recommendation letters for. | aipoch/medical-research-skills | 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 | 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 | MIT |
/reference-style-sync |
One-click synchronization and standardization of reference formats in literature management tools, intelligently fixing metadata errors. | aipoch/medical-research-skills | MIT |
/referral-letter-generator |
Generate medical referral letters with patient summary, reason for referral, key findings, and requested next steps; use when transferring care or communicating with another clinic… | aipoch/medical-research-skills | MIT |
/reproducibility-check |
Comprehensive reproducibility tool — audit Methods completeness for replication AND promote open science best practices (pre-registration, FAIR data, code sharing, replication desi… | aipoch/medical-research-skills | MIT |
/research-article-weekly |
Generates a weekly academic literature report based on keywords using PubMed | aipoch/medical-research-skills | 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 | MIT |
/research-hotspot-analysis |
Analyze research hotspots for a disease or topic and recommend representative literature | aipoch/medical-research-skills | 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 | MIT |
/research-proposal-generator |
Generates a comprehensive research proposal design based on input literature, including hypothesis, mechanism verification, and budget | aipoch/medical-research-skills | 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 | MIT |
/response-tone-polisher |
Polish reviewer-response letters by softening defensive language, preserving factual meaning, and keeping responses professional, concise, and publication-appropriate. | aipoch/medical-research-skills | 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 reference lists and check whether cited papers have been retracted, corrected, or flagged; use before submission, review, or evidence synthesis to reduce citatio… | aipoch/medical-research-skills | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | MIT |
/statistical-analysis-advisor |
Recommends appropriate statistical methods (T-test vs ANOVA, etc.) based. | aipoch/medical-research-skills | 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 | 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 | 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 | 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 | MIT |
/table-1-generator |
Automated generation of baseline characteristics tables (Table 1) for clinical research papers. | aipoch/medical-research-skills | MIT |
/target-novelty-scorer |
Score the novelty of biological targets through literature mining and. | aipoch/medical-research-skills | 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 | MIT |
/translational-gap-analyzer |
Assess translational gaps between preclinical models and human diseases. | aipoch/medical-research-skills | 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 | MIT |
/unstructured-medical-text-miner |
Mine unstructured clinical text from MIMIC-IV to extract diagnostic logic. | aipoch/medical-research-skills | 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. . | aipoch/medical-research-skills | 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 | 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 | 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 | MIT |
| Skill | What it does | Origin | Licence |
|---|---|---|---|
/ab-test-planner |
Design statistically rigorous A/B tests for product features, UI changes, onboarding flows, and pricing experiments | mohitagw15856/pm-claude-skills | MIT |
/accessibility-audit |
Generate a WCAG 2.2 accessibility audit checklist and remediation suggestions for any UI or design | mohitagw15856/pm-claude-skills | MIT |
/account-plan |
Build a structured account plan for any key customer or target account | mohitagw15856/pm-claude-skills | MIT |
/ai-product-canvas |
Structure AI and ML product decisions with the rigour of any product decision | mohitagw15856/pm-claude-skills | MIT |
/ambiguity-resolver |
Structure vague opportunities and unclear briefs into actionable one-page problem statements | mohitagw15856/pm-claude-skills | MIT |
/api-docs-writer |
Write clear, developer-facing API documentation | mohitagw15856/pm-claude-skills | MIT |
/architecture-decision-record |
Create an Architecture Decision Record (ADR) for any technical decision | mohitagw15856/pm-claude-skills | MIT |
/assumption-mapper |
Extract and risk-rate hidden assumptions in a product brief or PRD | mohitagw15856/pm-claude-skills | MIT |
/board-deck-narrative |
Build the storyline and slide structure for a board presentation | mohitagw15856/pm-claude-skills | MIT |
/budget-variance-analysis |
Produce a structured budget variance analysis from actual vs budget figures | mohitagw15856/pm-claude-skills | MIT |
/change-management-plan |
Create a structured change management plan for any organisational change | mohitagw15856/pm-claude-skills | MIT |
/changelog-generator |
Convert a git log, commit list, or release notes into a polished, user-facing changelog | mohitagw15856/pm-claude-skills | MIT |
/chart-data-extractor |
Extract pixel-level data from an image of a chart or graph and produce a structured data table | mohitagw15856/pm-claude-skills | MIT |
/clinical-case-summary |
Write a structured clinical case summary or case presentation | mohitagw15856/pm-claude-skills | MIT |
/code-review-checklist |
Generate a tailored code review checklist for any pull request based on the language, type of change, and risk level | mohitagw15856/pm-claude-skills | MIT |
/competitive-analysis |
Analyze competitors and create competitive landscape documentation with feature matrices, positioning maps, and strategic recommendations | mohitagw15856/pm-claude-skills | MIT |
/competitive-intelligence-monitor |
Monitor competitor signals and surface strategic implications for your roadmap | mohitagw15856/pm-claude-skills | MIT |
/competitor-signal-tracker |
Analyse competitor moves and surface strategic implications for your product | mohitagw15856/pm-claude-skills | MIT |
/competitor-teardown |
Produce a structured competitive analysis for any product or market | mohitagw15856/pm-claude-skills | MIT |
/compliance-checklist |
Generate a prioritised compliance checklist for GDPR, SOC 2, ISO 27001, FCA, HIPAA, or other frameworks with a gap analysis | mohitagw15856/pm-claude-skills | MIT |
/content-calendar |
Generate a structured content calendar for any brand, product, or creator | mohitagw15856/pm-claude-skills | MIT |
/contract-review |
Review and summarise any contract or legal agreement | mohitagw15856/pm-claude-skills | MIT |
/dashboard-brief |
Convert a business question into a complete dashboard specification | mohitagw15856/pm-claude-skills | MIT |
/data-analysis-standard |
Structure a product data analysis, metric deep-dive, funnel analysis, or cohort study | mohitagw15856/pm-claude-skills | MIT |
/debugging-log-analyser |
Parse error logs, stack traces, and crash reports into a structured root cause diagnosis | mohitagw15856/pm-claude-skills | MIT |
/design-critique |
Give structured, constructive feedback on any design | mohitagw15856/pm-claude-skills | MIT |
/design-handoff-brief |
Transform feature briefs into structured design briefs that give designers the context they need before opening Figma | mohitagw15856/pm-claude-skills | MIT |
/discovery-call-prep |
Prepare a structured discovery call plan for any prospect | mohitagw15856/pm-claude-skills | MIT |
/discovery-interview-guide |
Create a structured user discovery interview guide with screener questions, a discussion guide, and a synthesis framework | mohitagw15856/pm-claude-skills | MIT |
/docx-tracked-changes |
Produce properly-formatted tracked changes for a Word document | mohitagw15856/pm-claude-skills | MIT |
/email-campaign |
Write and sequence multi-email nurture or launch campaigns | mohitagw15856/pm-claude-skills | MIT |
/employee-engagement-survey |
Design an employee engagement survey and analyse results | mohitagw15856/pm-claude-skills | MIT |
/executive-summary |
Write an executive summary for any document, report, or proposal | mohitagw15856/pm-claude-skills | MIT |
/executive-update |
Transform detailed product updates into concise executive briefings | mohitagw15856/pm-claude-skills | MIT |
/experiment-designer |
Design statistically rigorous A/B tests and interpret experiment results | mohitagw15856/pm-claude-skills | MIT |
/feature-prioritisation |
Apply prioritisation frameworks (RICE, MoSCoW, Kano, ICE, Opportunity Scoring) to rank features and backlog items | mohitagw15856/pm-claude-skills | MIT |
/figma-annotation-guide |
Generate structured developer handoff annotations for a Figma screen or component | mohitagw15856/pm-claude-skills | MIT |
/figma-component-audit |
Audit a Figma component library for consistency, coverage gaps, and naming issues | mohitagw15856/pm-claude-skills | MIT |
/figma-design-brief |
Write a structured design brief for a Figma design task from a product requirement or feature request | mohitagw15856/pm-claude-skills | MIT |
/figma-design-critique-pm |
Run a PM-perspective design critique focused on product outcomes, user goals, and business requirements — not aesthetics | mohitagw15856/pm-claude-skills | MIT |
/figma-design-qa |
Run a pre-handoff QA checklist on any Figma design before it goes to engineering | mohitagw15856/pm-claude-skills | MIT |
/figma-design-review |
Run a structured PM design review against product requirements | mohitagw15856/pm-claude-skills | MIT |
/figma-prototype-plan |
Plan prototype interactions and flows for user testing in Figma | mohitagw15856/pm-claude-skills | MIT |
/figma-spacing-system |
Design a spacing and layout token system for a Figma design system | mohitagw15856/pm-claude-skills | MIT |
/figma-user-flow-planner |
Plan user flows and screen states for a Figma design before any designing starts | mohitagw15856/pm-claude-skills | MIT |
/figma-variant-matrix |
Define component variants and states systematically for Figma | mohitagw15856/pm-claude-skills | MIT |
/financial-due-diligence |
Generate a financial due diligence checklist and analysis framework for any investment, acquisition, or partnership | mohitagw15856/pm-claude-skills | MIT |
/financial-model-narrative |
Turn financial model outputs into a clear written narrative | mohitagw15856/pm-claude-skills | MIT |
/go-to-market |
Create go-to-market assets for any product or feature | mohitagw15856/pm-claude-skills | MIT |
/go-to-market-planner |
Build a go-to-market plan for any product launch, feature release, or new market entry | mohitagw15856/pm-claude-skills | MIT |
/grant-proposal |
Write a structured grant proposal or funding application for any grant type | mohitagw15856/pm-claude-skills | MIT |
/hiring-rubric |
Generate a structured interview scorecard and interview guide for any role | mohitagw15856/pm-claude-skills | MIT |
/incident-postmortem |
Write a structured incident postmortem or post-incident review | mohitagw15856/pm-claude-skills | MIT |
/investor-pitch-deck |
Build the narrative and slide structure for an investor pitch deck | mohitagw15856/pm-claude-skills | MIT |
/investor-update |
Write a structured monthly or quarterly investor update | mohitagw15856/pm-claude-skills | MIT |
/job-application |
Tailor a CV and cover letter to a specific job description | mohitagw15856/pm-claude-skills | MIT |
/job-description-writer |
Write a clear, inclusive, and structured job description for any role | mohitagw15856/pm-claude-skills | MIT |
/job-story-mapper |
Write Jobs-to-be-Done (JTBD) job stories and map customer jobs across functional, social, and emotional dimensions | mohitagw15856/pm-claude-skills | MIT |
/launch-readiness |
Run a comprehensive pre-launch readiness assessment across all functions | mohitagw15856/pm-claude-skills | MIT |
/legal-brief |
Draft a structured legal brief, case summary, or legal argument outline | mohitagw15856/pm-claude-skills | MIT |
/literature-review |
Structure and write a literature review for any research topic | mohitagw15856/pm-claude-skills | MIT |
/media-pitch |
Write a media pitch or press outreach email for any story or announcement | mohitagw15856/pm-claude-skills | MIT |
/meeting-notes |
Structure and format meeting notes following PM best practices | mohitagw15856/pm-claude-skills | MIT |
/metrics-framework |
Build a metrics framework for any product, team, or business | mohitagw15856/pm-claude-skills | MIT |
/multi-source-signal-synthesiser |
Synthesise user signals from multiple research sources into a unified insight brief, reconciling conflicting feedback | mohitagw15856/pm-claude-skills | MIT |
/nda-analyser |
Analyse a Non-Disclosure Agreement (NDA) and flag key terms, unusual provisions, and negotiation points | mohitagw15856/pm-claude-skills | MIT |
/okr-builder |
Create well-structured OKRs (Objectives and Key Results) for product teams, startups, and individuals | mohitagw15856/pm-claude-skills | MIT |
/onboarding-plan |
Create a structured 30/60/90-day onboarding plan for any new hire | mohitagw15856/pm-claude-skills | MIT |
/patient-communication |
Write clear, plain English patient communications for any healthcare context | mohitagw15856/pm-claude-skills | MIT |
/performance-review |
Write structured, balanced performance reviews from bullet-point inputs | mohitagw15856/pm-claude-skills | MIT |
/pm-weekly-review |
Structure a PM’s weekly review and planning session | mohitagw15856/pm-claude-skills | MIT |
/pptx-slide-auditor |
Audit a PowerPoint presentation for layout issues, text overflow, visual hierarchy problems, and consistency gaps | mohitagw15856/pm-claude-skills | MIT |
/pr-description-writer |
Write a clear, structured pull request description from a git diff, branch summary, or commit list | mohitagw15856/pm-claude-skills | MIT |
/prd-template |
Create a Product Requirements Document following proven PM template structure | mohitagw15856/pm-claude-skills | MIT |
/press-release |
Write a professional press release for any announcement | mohitagw15856/pm-claude-skills | MIT |
/pricing-strategy |
Structure pricing strategy decisions, packaging options, and tier design for SaaS and digital products | mohitagw15856/pm-claude-skills | MIT |
/process-documentation |
Document any business process in a clear, structured format | mohitagw15856/pm-claude-skills | MIT |
/product-health-analysis |
Interpret product metrics against goals and surface actionable signals | mohitagw15856/pm-claude-skills | MIT |
/product-launch-checklist |
Generate a comprehensive pre-launch, launch day, and post-launch checklist for any product release | mohitagw15856/pm-claude-skills | MIT |
/project-status-report |
Write a structured project status report for any project | mohitagw15856/pm-claude-skills | MIT |
/proposal-writer |
Write a structured sales proposal or commercial proposal for any deal | mohitagw15856/pm-claude-skills | MIT |
/redundancy-consultation |
Structure a redundancy consultation process and draft key communications | mohitagw15856/pm-claude-skills | MIT |
/research-protocol |
Write a structured research protocol or study design document | mohitagw15856/pm-claude-skills | MIT |
/retention-analysis |
Structure a retention analysis, churn investigation, or engagement deep-dive for any product team | mohitagw15856/pm-claude-skills | MIT |
/retro-analysis |
Analyse sprint delivery data and produce a structured retrospective brief | mohitagw15856/pm-claude-skills | MIT |
/rice-impact-matrix |
Score features using RICE and plot against strategic alignment for nuanced prioritisation | mohitagw15856/pm-claude-skills | MIT |
/rice-prioritisation |
Score and rank product initiatives using the RICE framework | mohitagw15856/pm-claude-skills | MIT |
/roadmap-narrative |
Transform a prioritised initiative list into a compelling strategic roadmap narrative | mohitagw15856/pm-claude-skills | MIT |
/roadmap-presentation |
Create structured roadmap presentations calibrated to any audience | mohitagw15856/pm-claude-skills | MIT |
/runbook-writer |
Write an operational runbook for a service, incident type, or deployment procedure | mohitagw15856/pm-claude-skills | MIT |
/sales-battlecard |
Create a competitive sales battlecard for any competitor | mohitagw15856/pm-claude-skills | MIT |
/sales-forecasting-model |
Build a structured sales forecast framework for any business or team | mohitagw15856/pm-claude-skills | MIT |
/seo-content-brief |
Create a structured SEO content brief for any target keyword or topic | mohitagw15856/pm-claude-skills | MIT |
/sop-writer |
Write a Standard Operating Procedure (SOP) for any operational task | mohitagw15856/pm-claude-skills | MIT |
/sprint-brief |
Generate a structured sprint brief from sprint data and goals | mohitagw15856/pm-claude-skills | MIT |
/sprint-planning |
Structure and facilitate sprint planning sessions | mohitagw15856/pm-claude-skills | MIT |
/sql-query-explainer |
Explain, optimise, or translate SQL queries into plain language | mohitagw15856/pm-claude-skills | MIT |
/stakeholder-influence-mapper |
Map stakeholders for a product decision and produce a tailored influence strategy with talking points | mohitagw15856/pm-claude-skills | MIT |
/stakeholder-update |
Create concise executive stakeholder updates using the BLUF (Bottom Line Up Front) framework | mohitagw15856/pm-claude-skills | MIT |
/strategic-narrative-generator |
Generate the strategic story connecting a product roadmap to company goals in a form non-technical stakeholders can repeat | mohitagw15856/pm-claude-skills | MIT |
/system-design-interview |
Structure a complete system design answer for interview questions or real architecture sessions | mohitagw15856/pm-claude-skills | MIT |
/tax-planning-checklist |
Generate a structured tax planning checklist and review framework for any individual or business context | mohitagw15856/pm-claude-skills | MIT |
/teaching-lesson-plan |
Design a structured lesson plan for any subject, audience, or format | mohitagw15856/pm-claude-skills | MIT |
/team-offsite-planner |
Plan a team offsite from goals to full agenda | mohitagw15856/pm-claude-skills | MIT |
/technical-spec-template |
Create structured technical specification documents that bridge product requirements and engineering implementation | mohitagw15856/pm-claude-skills | MIT |
/test-strategy-doc |
Write a test strategy document from a feature spec, PRD, or system description | mohitagw15856/pm-claude-skills | MIT |
/user-interview-synthesis |
Synthesise user interview transcripts into structured research findings | mohitagw15856/pm-claude-skills | MIT |
/user-research-synthesis |
Analyze and synthesize user research findings into structured, actionable insights | mohitagw15856/pm-claude-skills | MIT |
/ux-research-plan |
Create a structured UX research plan for any product question or feature | mohitagw15856/pm-claude-skills | MIT |
/vendor-evaluation |
Create a structured vendor evaluation framework for any procurement decision | mohitagw15856/pm-claude-skills | MIT |
/workshop-facilitation-guide |
Design and facilitate any workshop, working session, or collaborative meeting | mohitagw15856/pm-claude-skills | MIT |
| Skill | What it does | Origin | Licence |
|---|---|---|---|
/anesthesiologist |
Board-certified anesthesiologist with 15+ years experience in OR anesthesia, critical care, and pain medicine | theneoai/awesome-skills | MIT + attribution |
/attending-physician |
Expert skill for attending-physician | theneoai/awesome-skills | MIT + attribution |
/clinical-pharmacist |
A world-class clinical pharmacist specializing in medication therapy management (MTM), drug interaction analysis, pharmacokinetic dosing, antimicrobial stewardship, and patient cou… | theneoai/awesome-skills | MIT + attribution |
/clinical-research-associate |
Senior Clinical Research Associate with 10+ years experience in Phase I-IV trials, GCP compliance, site management, and regulatory submissions | theneoai/awesome-skills | MIT + attribution |
/clinical-research-coordinator |
Expert-level Clinical Research Coordinator with 10+ years of experience in multi-phase clinical trials, IRB/ethics committee submissions, patient recruitment strategies, and FDA/EM… | theneoai/awesome-skills | MIT + attribution |
/clinical-trial-manager |
Elite clinical trial manager specializing in study planning, site management, vendor oversight, and regulatory compliance. Ensures clinical trials are executed on time, within budg… | theneoai/awesome-skills | MIT + attribution |
/dental-technician |
Certified dental laboratory technician with expertise in removable and fixed prosthodontics, crown and bridge work, dental implants, and orthodontic appliances | theneoai/awesome-skills | MIT + attribution |
/dietitian |
A world-class registered dietitian specializing in medical nutrition therapy (MNT), macronutrient calculation, clinical nutrition assessment (SGA, MUST), enteral/parenteral nutriti… | theneoai/awesome-skills | MIT + attribution |
/disease-investigator |
Public health epidemiologist specializing in infectious disease investigation, outbreak response, contact tracing, and disease surveillance | theneoai/awesome-skills | MIT + attribution |
/emergency-dispatcher |
Expert-level Emergency Dispatcher with 10+ years of experience in high-volume 911/120 emergency call centers, specializing in medical priority dispatch, resource allocation, crisis… | theneoai/awesome-skills | MIT + attribution |
/emergency-medical-tech |
Certified Emergency Medical Technician (EMT) with advanced training in emergency response, trauma assessment, cardiac emergencies, and pre-hospital care | theneoai/awesome-skills | MIT + attribution |
/epidemiologist |
Elite epidemiologist specializing in outbreak investigation, disease surveillance, reproductive number estimation, and public health research. Applies rigorous statistical methods … | theneoai/awesome-skills | MIT + attribution |
/general-practitioner |
Expert-level Clinical Physician skill providing evidence-based clinical reasoning, differential diagnosis support, treatment guideline synthesis, and patient safety frameworks | theneoai/awesome-skills | MIT + attribution |
/genomics-analyst |
Senior Genomics Analyst specializing in genomic data analysis, disease risk assessment, precision medicine applications, and bioinformatics | theneoai/awesome-skills | MIT + attribution |
/health-economist |
Elite health economist specializing in health technology assessment, cost-effectiveness analysis, pharmacoeconomics, and health policy evaluation. Applies economic principles to op… | theneoai/awesome-skills | MIT + attribution |
/health-educator |
Elite health educator specializing in health promotion, disease prevention, behavior change, and community health programs. Designs and implements evidence-based interventions to i… | theneoai/awesome-skills | MIT + attribution |
/health-informatics-specialist |
Elite health informatics specialist specializing in EHR optimization, clinical decision support, health data analytics, and interoperability. Bridges clinical practice and informat… | theneoai/awesome-skills | MIT + attribution |
/health-inspector |
Health Inspector specializing in public health inspection, regulatory compliance, safety monitoring, and facility evaluation | theneoai/awesome-skills | MIT + attribution |
/home-health-aide |
Elite home health aide specializing in patient care, activities of daily living assistance, and home safety in residential settings. Provides compassionate, dignified care that sup… | theneoai/awesome-skills | MIT + attribution |
/icu-nurse |
ICU Nurse specializing in critical care nursing, life support management, hemodynamic monitoring, and emergency response | theneoai/awesome-skills | MIT + attribution |
/infection-control-officer |
Infection Control Officer specializing in healthcare-associated infection prevention, surveillance, protocol development, and regulatory compliance | theneoai/awesome-skills | MIT + attribution |
/interventional-tech |
Certified Interventional Radiology Technologist (CIT, RCIS) with 12+ years in cath lab, interventional radiology, and neurointerventional procedures | theneoai/awesome-skills | MIT + attribution |
/lab-technologist |
A certified medical laboratory technician (MLT) or technologist (CLS) with expertise in clinical chemistry, hematology, immunology, microbiology, blood banking, specimen collection… | theneoai/awesome-skills | MIT + attribution |
/medical-social-worker |
Licensed Medical Social Worker (LMSW, LCSW) with 12+ years in hospital settings, specializing in discharge planning, patient advocacy, and psychosocial support | theneoai/awesome-skills | MIT + attribution |
/nursing-assistant |
A certified nursing assistant (CNA) with expertise in patient care fundamentals, vital signs monitoring, activities of daily living (ADL) assistance, infection control (Standard Pr… | theneoai/awesome-skills | MIT + attribution |
/nursing-expert |
Senior nursing expert with extensive clinical experience in patient care, nursing protocols, and healthcare management | theneoai/awesome-skills | MIT + attribution |
/occupational-health-specialist |
Elite occupational health specialist specializing in workplace safety, injury prevention, health surveillance, and regulatory compliance. Protects worker health through hazard asse… | theneoai/awesome-skills | MIT + attribution |
/occupational-physician |
Board-certified occupational physician specializing in work-related disease diagnosis, workplace health assessments, and OSHA compliance | theneoai/awesome-skills | MIT + attribution |
/optician |
A licensed optician (ABO-certified) with expertise in eyeglass and contact lens dispensing, refraction interpretation, lens selection (single vision, bifocal, progressive, material… | theneoai/awesome-skills | MIT + attribution |
/or-nurse |
Operating Room (OR) Nurse with specialized training in surgical assistance, instrument management, sterile technique, and intraoperative patient care | theneoai/awesome-skills | MIT + attribution |
/pathologist |
Expert pathologist specializing in tissue diagnosis, histopathology, and laboratory medicine | theneoai/awesome-skills | MIT + attribution |
/patient-navigator |
Elite patient navigator specializing in care coordination, barriers reduction, and patient advocacy across the healthcare continuum. Guides patients through complex healthcare syst… | theneoai/awesome-skills | MIT + attribution |
/pharmacy-technician |
A certified pharmacy technician (CPhT/PTCB) with expertise in prescription processing, medication dispensing, inventory management, pharmacy calculations (dose conversions, day sup… | theneoai/awesome-skills | MIT + attribution |
/psychologist |
Expert-level Clinical Psychologist skill providing evidence-based psychological assessment, CBT/DBT/ACT therapeutic frameworks, mental health triage, and psychoeducation support | theneoai/awesome-skills | MIT + attribution |
/public-health-analyst |
Elite public health analyst specializing in epidemiological surveillance, health policy analysis, program evaluation, and population health assessment. Transforms health data into … | theneoai/awesome-skills | MIT + attribution |
/radiologist |
A world-class radiologist specializing in multimodality image interpretation (CT, MRI, X-ray, ultrasound, nuclear medicine), structured reporting (BI-RADS, TI-RADS, Fleischner Soci… | theneoai/awesome-skills | MIT + attribution |
/rehabilitation-engineer |
Senior rehabilitation engineer specializing in assistive technology, prosthetics design, and ADA-compliant mobility solutions | theneoai/awesome-skills | MIT + attribution |
/rehabilitation-therapist |
Expert rehabilitation therapist specializing in physical therapy, occupational therapy, and recovery programs | theneoai/awesome-skills | MIT + attribution |
/resident-physician |
You are a Resident Physician in postgraduate year (PGY) 2–4 undergoing supervised clinical training in [specialty]. | theneoai/awesome-skills | MIT + attribution |
/social-worker |
Expert-level Social Worker skill providing case management frameworks, psychosocial assessment, resource navigation, crisis intervention, and advocacy methodologies | theneoai/awesome-skills | MIT + attribution |
/tcm-therapist |
Traditional Chinese Medicine (TCM) therapist specializing in acupuncture, tuina massage, herbal medicine, and holistic healing based on TCM principles | theneoai/awesome-skills | MIT + attribution |
/ultrasound-physician |
Expert ultrasound physician specializing in diagnostic ultrasonography, image interpretation, and procedural guidance | theneoai/awesome-skills | MIT + attribution |
/vaccination-staff |
Expert vaccination staff specializing in immunization delivery, vaccine handling, cold chain management, and public health vaccination programs | theneoai/awesome-skills | MIT + attribution |
/village-doctor |
Village doctor providing primary healthcare in rural and underserved communities with limited resources, basic equipment, and broad generalist knowledge | theneoai/awesome-skills | MIT + attribution |
| Skill | What it does | Origin | Licence |
|---|---|---|---|
/critique-affordance |
Critique a rendered screen’s affordances — what looks clickable, state visibility, CTA clarity, and action discoverability | owl-listener/designer-skills | MIT |
/critique-brand-consistency |
Critique a rendered screen against mood.md, voice.md, and tokens.md | owl-listener/designer-skills | MIT |
/critique-color |
Critique a rendered screen’s colour — contrast ratios, palette coherence, and semantic meaning | owl-listener/designer-skills | MIT |
/critique-composition |
Critique a rendered screen’s composition — balance, whitespace, rhythm, and gestalt grouping | owl-listener/designer-skills | MIT |
/critique-information-density |
Critique a rendered screen’s density — cognitive load, content prioritisation, scanning patterns, and progressive disclosure | owl-listener/designer-skills | MIT |
/critique-typography |
Critique a rendered screen’s typography — scale usage, readability, consistency, and token compliance | owl-listener/designer-skills | MIT |
/critique-visual-hierarchy |
Critique a rendered screen’s hierarchy — entry point, eye flow, weight distribution, and emphasis | owl-listener/designer-skills | MIT |
| Skill | What it does | Origin | Licence |
|---|---|---|---|
/cold-email |
Write cold emails that get replies using proven frameworks (AIDA, PAS, BAB). Enforces best practices like 50-125 word limit and personalized openers. user-invocable: true argument-… | humanizerai/agent-skills | MIT |
/detect-ai |
Analyze text to detect if it was written by AI. Returns a score from 0-100 with detailed metrics | humanizerai/agent-skills | MIT · paid API key |
/follow-up |
Write follow-up emails that re-engage without being annoying. Uses proven psychology for follow-up sequences. 42% of replies come from follow-ups. user-invocable: true argument-hin… | humanizerai/agent-skills | MIT |
/humanize |
Transform AI-generated text into natural, human-like content that bypasses AI detectors like GPTZero, Turnitin, and Originality.ai. Uses credits based on word count. user-invocable… | humanizerai/agent-skills | MIT · paid API key |
/readability |
Analyze text readability with Flesch-Kincaid, Gunning Fog, SMOG, and other metrics. Returns objective scores with interpretation and recommendations. user-invocable: true argument-… | humanizerai/agent-skills | MIT |
/word-stats |
Get word count, character count, reading time, and text statistics. Quick analysis without questions. user-invocable: true argument-hint: “[text to analyze] | humanizerai/agent-skills | MIT |
| Skill | What it does | Origin | Licence |
|---|---|---|---|
/academic-paper |
12-agent academic paper writing pipeline. 11 modes (full/plan/outline/revision/revision-coach/abstract/lit-review/format-convert/citation-check/disclosure/rebuttal-audit). 6 paper … | Imbad0202/academic-research-skills | CC-BY-NC |
/academic-paper-reviewer |
Multi-perspective academic paper review with dynamic reviewer personas. Runs a 5-seat, role-separated review panel (Journal-Fit Reviewer + 3 peer-review roles + Devil’s Advocate) w… | Imbad0202/academic-research-skills | CC-BY-NC |
/academic-pipeline |
Orchestrator for the full academic research pipeline: research -> write -> integrity check -> review -> revise -> re-review -> re-revise -> final integrity check -> finalize. Coord… | Imbad0202/academic-research-skills | CC-BY-NC |
/deep-research |
Universal deep research agent team. 13-agent pipeline for rigorous academic research on any topic. 8 modes: full research, quick brief, paper review, lit-review, fact-check, three-… | Imbad0202/academic-research-skills | CC-BY-NC |
| Skill | What it does | Origin | Licence |
|---|---|---|---|
/brandkit |
Premium brand-kit image generation skill for creating high-end brand-guidelines boards, logo systems, identity decks, and visual-world presentations. Trained for minimalist, cinema… | Leonxlnx/taste-skill | MIT |
/design-taste-frontend |
Anti-slop frontend skill for landing pages, portfolios, and redesigns. The agent reads the brief, infers the right design direction, and ships interfaces that do not look templated… | Leonxlnx/taste-skill | MIT |
/image-to-code |
Elite website image-to-code skill for Codex. For visually important web tasks, it must first generate the design image(s) itself, deeply analyze them, then implement the website to… | Leonxlnx/taste-skill | MIT |
/redesign-existing-projects |
Upgrades existing websites and apps to premium quality. Audits current design, identifies generic AI patterns, and applies high-end design standards without breaking functionality.… | Leonxlnx/taste-skill | MIT |
| Skill | What it does | Origin | Licence |
|---|---|---|---|
/algorithmic-art |
Create generative art using p5.js with seeded randomness, flow fields, particle systems, and interactive parameter exploration | Anthropic | see repo |
/frontend-slides |
Create stunning, animation-rich HTML presentations from scratch or by converting PowerPoint files | Anthropic | see repo |
/web-artifacts-builder |
Suite of tools for creating elaborate, multi-component HTML artifacts using React, Tailwind CSS, and shadcn/ui | Anthropic | see repo |
| Skill | What it does | Origin | Licence |
|---|---|---|---|
/design-context |
> Foundational design context skill. Establishes brand identity, color system, typography, design style, and audience preferences. Trigger phrases: “set up design context”, “define… | ArnavPuri/designskills | MIT |
/graphic-design |
> Core graphic design skill for generating eye-catching visuals via Gemini 3.1 Flash image generation and/or HTML/CSS/SVG code. Covers composition, color theory, typography treatme… | ArnavPuri/designskills | MIT |
/social-media-graphic |
> Platform-specific social media graphic design via AI image generation and code generation. Generates correctly-sized visuals for Instagram, Twitter/X, LinkedIn, Facebook, Pintere… | ArnavPuri/designskills | MIT |
| Skill | What it does | Origin | Licence |
|---|---|---|---|
/one-way-door |
Flags irreversible decisions before commit | jamditis/claude-skills-journalism | MIT |
/photo-metadata |
Embeds photo IPTC/EXIF/XMP metadata, caption, credit, alt text, license, AI-source label, GPS stripping, and C2PA credentials. | jamditis/claude-skills-journalism | MIT |
/supply-chain-hardening |
Install-time cooldowns for npm/bun plus a sandboxed pre-install scan for bypasses | jamditis/claude-skills-journalism | MIT |
| Skill | What it does | Origin | Licence |
|---|---|---|---|
/coach |
Developmental edit — evaluates whether a draft has the fundamental building blocks (thesis, structure, argument) before scoring style and voice | nadiem99/claude-writing-skills | MIT |
/top-edit |
Final automated pass before publishing. Screens for AI tells, house style violations, and common writing patterns that make prose sound generated. Also captures a standout paragrap… | nadiem99/claude-writing-skills | MIT |
| Skill | What it does | Origin | Licence |
|---|---|---|---|
/canvas-design |
Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other stat… | Anthropic (via ComposioHQ/awesome-claude-skills) | Apache-2.0 · bundles 54 OFL fonts |
| Skill | What it does | Origin | Licence |
|---|---|---|---|
/design-auditor |
Audit designs against 19 rules across Figma files and code (HTML/CSS/React/Vue/Tailwind). Auto-detects framework and design system (MUI, Chakra, shadcn/ui, Ant Design, Radix, Boots… | Ashutos1997/claude-design-auditor-skill | no LICENSE file — see repo |
| Skill | What it does | Origin | Licence |
|---|---|---|---|
/seedance-20 |
This skill should be used when creating, improving, or troubleshooting Seedance 2.0 video on any surface - Dreamina, Jimeng, CapCut, Doubao, Volcengine/Ark, BytePlus, Runway’s Seed… | Emily2040/seedance-2.0 | MIT |
| Skill | What it does | Origin | Licence |
|---|---|---|---|
/llm-council |
Run any question, idea, or decision through a council of 5 AI advisors who independently analyze it, peer-review each other anonymously, and synthesize a final verdict. Based on Ka… | aiwithremy/claude-skills-llm-council | no LICENSE file — see repo |
| Skill | What it does | Origin | Licence |
|---|---|---|---|
/humanizer |
| Remove signs of AI-generated writing from text | blader/humanizer | MIT |
| Skill | What it does | Origin | Licence |
|---|---|---|---|
/line-and-copy-editor |
>- Combined line and copy editing for nonfiction manuscripts: sentence-level prose work plus grammar, consistency, and factual cross-checks in one pass | ghanemzadeh/claude-skills | MIT |
| Skill | What it does | Origin | Licence |
|---|---|---|---|
/remove-ai-marks |
> Remove multi-vendor AI provenance marks: invisible Unicode (Layer A), statistical text watermarks via rewrite (Layer B, always offer), and C2PA/EXIF/XMP/container metadata on PNG… | guillaumemeyer/watermarks-remover | MIT |
| Skill | What it does | Origin | Licence |
|---|---|---|---|
/slr-prisma |
Guide users through writing a systematic literature review (SLR) following the PRISMA 2020 framework | keemanxp/slr-prisma | see repo |
| Skill | What it does | Origin | Licence |
|---|---|---|---|
/seedance-25 |
Design, derive, optimize, diagnose, and rewrite scripts or copy-ready prompts specifically for Dreamina/即梦 Seedance 2.5 | liyue-aigc/seedance-2-5-video-director | MIT + NOTICE |
| Skill | What it does | Origin | Licence |
|---|---|---|---|
/logo-designer |
| Design and iterate on logos using SVG | neonwatty/logo-designer-skill | MIT (locally patched) |
| Skill | What it does | Origin | Licence |
|---|---|---|---|
/brand-extract |
| Extract a complete Brand Kit from a live website by driving the in-app browser | nexu-io/open-design | Apache-2.0 |
| Skill | What it does | Origin | Licence |
|---|---|---|---|
/source-code-context |
Use when an AI coding agent is guessing API names or framework behavior from incomplete docs. Shows how to provide local source-code references so the agent searches the real imple… | pawel-cell/micky-podcast-agentic-engineering | MIT per frontmatter — no repo LICENSE |
| Skill | What it does | Origin | Licence |
|---|---|---|---|
/impeccable |
Use when the user wants to design, redesign, shape, critique, audit, polish, clarify, distill, harden, optimize, adapt, animate, colorize, extract, or otherwise improve a frontend … | pbakaus/impeccable | Apache-2.0 |
| Skill | What it does | Origin | Licence |
|---|---|---|---|
/remotion |
Best practices for Remotion - Video creation in React | remotion-dev/skills | MIT |
| Skill | What it does | Origin | Licence |
|---|---|---|---|
/svg-logo-designer |
Create professional SVG logos from descriptions and design specifications. Generates multiple logo variations with different layouts, styles, and concepts. Produces scalable vector… | rknall/claude-skills | no LICENSE file — see repo (locally patched) |
| Skill | What it does | Origin | Licence |
|---|---|---|---|
/graphify |
Use for any question about a codebase, its architecture, file relationships, or project content — especially when graphify-out/ exists, where the question should be treated as a gr… | safishamsi (third-party) | see author |
| Skill | What it does | Origin | Licence |
|---|---|---|---|
/creative-director |
> AI creative director with recursive self-assessment. Generates concepts using world-class methodologies (SIT, TRIZ, Lateral Thinking, bisociation), scores against 6 weighted crit… | smixs/creative-director-skill | CC BY 4.0 — attribution to Serge Shima REQUIRED, incl. derivatives |
131 skills installed but deactivated to reduce trigger noise
(symlinks moved to ~/.claude/skills-parked/). Restore any
with
mv ~/.claude/skills-parked/<name> ~/.claude/skills/.
| Skill | What it does | Origin | Licence |
|---|---|---|---|
/3d-molecule-ray-tracer |
Generate photorealistic rendering scripts for PyMOL and UCSF ChimeraX. | aipoch/medical-research-skills | MIT |
/Case-control-study-quality-assessment-nos |
Clinical Research Bias Assessment - Case-Control Study (NOS) v2.3.0 | aipoch/medical-research-skills | MIT |
/Lab-Prep-Calculations |
Perform pre-experiment calculations and generate step-by-step preparation protocols for dilutions, solution preparation, dissolution, and % concentrations when planning formulation… | aipoch/medical-research-skills | MIT |
/TorchDrug-English |
PyTorch-native Graph Neural Network framework for molecules and proteins. Suitable for building custom GNN architectures for drug discovery, protein modeling, or knowledge graph re… | aipoch/medical-research-skills | MIT |
/adaptyv |
Cloud laboratory platform for automated protein testing and validation; use when you have designed protein sequences and need wet-lab experimental validation (e.g., binding, expres… | aipoch/medical-research-skills | MIT |
/adme-property-predictor |
Analyze data with adme-property-predictor using a
reproducible workflow, explicit validation, and structured outputs for
review-ready interpretation. |
aipoch/medical-research-skills | MIT |
/adverse-event-narrative |
Generates CIOMS I-compliant ICSR narratives from adverse event case data for FDA and EMA regulatory submission. Includes temporal analysis, MedDRA coding, causality assessment usin… | aipoch/medical-research-skills | MIT |
/anndata |
Data structure for annotated matrices in single-cell analysis; use when reading/writing .h5ad (or zarr) and exchanging data with the scverse ecosystem. | aipoch/medical-research-skills | MIT |
/baseline-extraction-for-clinical-trials |
Extracts clinical trial baseline data (study, region, participants, etc.) from article text or PMID. Checks PubMed for metadata; always falls back to LLM extraction for full detail… | aipoch/medical-research-skills | MIT |
/benchling-integration |
Integrate with the Benchling R&D platform when you need to programmatically manage registry entities, inventory, ELN entries, workflows, events, or data warehouse analytics via API… | aipoch/medical-research-skills | MIT |
/biopython |
A comprehensive toolbox for computational molecular biology; use it when you need programmatic sequence/structure parsing, batch bioinformatics pipelines, or automated NCBI/BLAST w… | aipoch/medical-research-skills | MIT |
/biopython-advanced |
Advanced Biopython modules for motifs, population genetics, sequence utilities, restriction analysis, clustering, and GenomeDiagram visualization; use when you need extended bioinf… | aipoch/medical-research-skills | MIT |
/biopython-alignment |
Sequence alignment and alignment file processing with Biopython (Bio.Align/Bio.AlignIO), triggered when you need global/local pairwise alignment, MSA read/write/format conversion, … | aipoch/medical-research-skills | MIT |
/biopython-phylo |
Use Bio.Phylo to read/write phylogenetic trees and perform visualization and statistics; use when tree parsing/conversion, pruning/rerooting, distance calculation, or plotting is r… | aipoch/medical-research-skills | MIT |
/biopython-sequence-io |
Use Biopython to read/write/convert biological sequence files (FASTA/GenBank/FASTQ, etc.) and perform basic sequence operations; use when you need reliable sequence I/O, lightweigh… | aipoch/medical-research-skills | MIT |
/biopython-structure |
Use Bio.PDB to parse and analyze protein structures (PDB/mmCIF) for structural bioinformatics tasks; use when you need structure parsing, geometry calculations, or structural compa… | aipoch/medical-research-skills | MIT |
/bioservices |
Unified Python access to 40+ bioinformatics web services; use when you need to query multiple databases (e.g., UniProt/KEGG/ChEMBL/Reactome) with one consistent API in a single wor… | aipoch/medical-research-skills | MIT |
/buffer-calculator |
Calculate precise buffer recipes with accurate mass and volume measurements for molecular biology and biochemistry. Supports PBS, RIPA, and TAE with concentration scaling, stock so… | aipoch/medical-research-skills | MIT |
/chemical-storage-sorter |
Sort laboratory chemicals into safe storage groups by hazard classification (acids, bases, oxidizers, flammables, toxics). Identifies incompatible pairs, generates storage plans wi… | aipoch/medical-research-skills | MIT |
/chemical-structure-converter |
Convert between IUPAC names, SMILES strings, molecular formulas, and common names for chemical compounds. Supports SMILES validation, batch processing, structure standardization, a… | aipoch/medical-research-skills | MIT |
/circos-plot-generator |
Generate Circos configuration files for circular genomics data visualization. Supports genomic variations (SNPs, CNVs, structural variants), cell-cell communication networks, and c… | aipoch/medical-research-skills | MIT |
/cnv-caller-plotter |
Detect copy number variations from whole genome sequencing data and generate publication-quality genome-wide CNV plots. Supports CNV calling, segmentation, and visualization for ca… | aipoch/medical-research-skills | MIT |
/co2-tank-monitor |
IoT monitoring simulation to predict CO2 tank depletion and prevent weekend gas outages in cell culture facilities. Monitors cylinder pressure, calculates consumption rates, provid… | aipoch/medical-research-skills | MIT |
/cobrapy |
Constraint-based reconstruction and analysis (COBRA) for metabolic models; use when you need to simulate growth/production, analyze flux ranges, or run knockout and medium studies … | aipoch/medical-research-skills | MIT |
/cohort-study-quality-assessment-nos |
Evaluates the quality of cohort studies using the Newcastle-Ottawa Scale (NOS) | aipoch/medical-research-skills | MIT |
/cold-chain-risk-calculator |
Calculate temperature excursion risks for cold chain transport. Assesses route risk, packaging suitability, and monitoring requirements for biological samples and pharmaceuticals r… | aipoch/medical-research-skills | MIT |
/crispr-screen-analyzer |
Process CRISPR screening data to identify essential genes and hit candidates. Performs quality control, statistical analysis (RRA), and hit calling for pooled CRISPR screens includ… | aipoch/medical-research-skills | MIT |
/datamol |
A Pythonic wrapper around RDKit with simplified interfaces and sensible defaults. Preferred for standard drug discovery workflows including SMILES parsing, standardization, descrip… | aipoch/medical-research-skills | MIT |
/deeptools |
NGS analysis toolkit. Used for BAM to bigWig conversion, quality control (correlation, PCA, fingerprint plots), heatmaps/feature plots (TSS, peaks), suitable for ChIP-seq, RNA-seq,… | aipoch/medical-research-skills | MIT |
/diagnostic-study-quality-assessment-quadas-2 |
Analyzes clinical diagnostic accuracy studies for bias using the QUADAS-2 tool | aipoch/medical-research-skills | MIT |
/dicom-anonymizer |
De-identify DICOM medical images by removing PHI tags for research sharing, with audit logging and study-linkage preservation support. | aipoch/medical-research-skills | MIT |
/dnanexus-integration |
DNAnexus cloud genomics platform. Build apps/applets, manage data (upload/download), dxpy Python SDK, run workflows, process FASTQ/BAM/VCF, for developing and executing genomics pi… | aipoch/medical-research-skills | MIT |
/dual-disease-transcriptomic-ml-planner |
Generates complete dual-disease transcriptomic + machine learning research designs from a user-provided disease pair | aipoch/medical-research-skills | MIT |
/ectd-xml-compiler |
Automatically convert uploaded drug application documents (Word/PDF) into XML skeleton structure compliant with eCTD 4.0/3.2.2 specifications. | aipoch/medical-research-skills | MIT |
/ehr-semantic-compressor |
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 | MIT |
/equipment-maintenance-log |
Track lab equipment calibration dates and send maintenance reminders for pipettes, balances, centrifuges, and other instruments. Validates date formats and supports update/delete o… | aipoch/medical-research-skills | MIT |
/esm |
Toolkit for protein language models (ESM3 for multimodal generative protein design; ESM C for efficient embeddings) | aipoch/medical-research-skills | MIT |
/etetoolkit |
ETE (Environment for Tree Exploration) toolkit for phylogenetic and hierarchical tree analysis; use it when you need to parse/manipulate Newick/NHX trees, detect duplication/specia… | aipoch/medical-research-skills | MIT |
/facs-gating-viz-style |
Use facs gating viz style for data analysis workflows that need structured execution, explicit assumptions, and clear output boundaries. | aipoch/medical-research-skills | MIT |
/faers-multi-drug-soc-planner |
Generates complete FAERS-based multi-drug single-SOC safety comparison research designs from a user-provided drug set, comparator, and adverse event domain. Always use this skill w… | aipoch/medical-research-skills | MIT |
/fastqc-report-interpreter |
Use when analyzing FASTQC quality reports from sequencing data, identifying quality issues in NGS datasets, or troubleshooting sequencing problems. Interprets quality metrics and p… | aipoch/medical-research-skills | MIT |
/fda-database |
Query the openFDA API to retrieve FDA regulatory datasets (drugs, devices, adverse events, recalls, submissions, UNII) when you need programmatic safety/regulatory evidence for ana… | aipoch/medical-research-skills | MIT |
/fda-guideline-search |
Search FDA industry guidelines by therapeutic area or topic. | aipoch/medical-research-skills | MIT |
/flowio |
Parse Flow Cytometry Standard (FCS) files v2.0–3.1 and extract events/metadata for preprocessing workflows (e.g., when you need NumPy arrays, channel info, or CSV/DataFrame export … | aipoch/medical-research-skills | MIT |
/forest-plot-styler |
Analyze data with forest-plot-styler using a
reproducible workflow, explicit validation, and structured outputs for
review-ready interpretation. |
aipoch/medical-research-skills | MIT |
/gene-structure-mapper |
Use gene structure mapper for data analysis workflows that need structured execution, explicit assumptions, and clear output boundaries. | aipoch/medical-research-skills | MIT |
/geniml |
Machine learning toolkit for genomic interval (BED) data; use it when you need to tokenize BED collections and train embeddings for regions/cells/labels, build consensus peak unive… | aipoch/medical-research-skills | MIT |
/geopandas |
A Python library for reading, writing, and analyzing geospatial vector data; use it when you need spatial operations (buffer/overlay/join), CRS reprojection, or map visualization o… | aipoch/medical-research-skills | MIT |
/grant-funding-scout |
NIH funding trend analysis to identify high-priority research areas. | aipoch/medical-research-skills | MIT |
/grant-mock-reviewer |
Simulate structured grant peer review for biomedical proposals; use when stress-testing significance, innovation, approach, feasibility, and reviewer-facing weaknesses before submi… | aipoch/medical-research-skills | MIT |
/graphical-abstract-wizard |
Generate graphical abstract layout recommendations based on paper abstracts. | aipoch/medical-research-skills | MIT |
/gtars |
A high-performance Rust toolkit (with Python bindings and a CLI) for genomic interval analysis; use it when you need fast overlap queries, coverage track generation, genomic tokeni… | aipoch/medical-research-skills | MIT |
/heatmap-beautifier |
Professional beautification tool for gene expression heatmaps, automatically adds clustering trees, color annotation tracks, and intelligently optimizes label layout. | aipoch/medical-research-skills | MIT |
/hipaa-compliance-auditor |
Clinical-grade PII/PHI detection and de-identification for healthcare text data. Scans all 18 HIPAA identifier categories with confidence scoring, generates audit logs, supports cu… | aipoch/medical-research-skills | MIT |
/histolab |
Digital pathology image processing toolkit for whole slide images (WSI). Supports WSI formats (SVS, TIFF, NDPI), tile-based analysis, and histological image preprocessing workflows… | aipoch/medical-research-skills | MIT |
/iacuc-protocol-drafter |
Draft IACUC protocol applications with focus on the 3Rs principles justification. | aipoch/medical-research-skills | MIT |
/ib-summarizer |
Summarize core safety information from Investigator’s Brochures for clinical. | aipoch/medical-research-skills | MIT |
/irb-application-assistant |
Assists researchers with Institutional Review Board (IRB) application tasks, including drafting informed consent documents, reviewing research protocols for compliance, generating … | aipoch/medical-research-skills | MIT |
/iso-13485-certification |
A toolkit for preparing ISO 13485:2016 certification documentation for medical device QMS | aipoch/medical-research-skills | MIT |
/lab-budget-forecaster |
Use lab budget forecaster for data analysis workflows that need structured execution, explicit assumptions, and clear output boundaries. | aipoch/medical-research-skills | MIT |
/lab-inventory-predictor |
Predict depletion time of critical lab reagents based on historical usage frequency, and automatically generate purchase alerts when stock falls below safety thresholds. | aipoch/medical-research-skills | MIT |
/labarchive-integration |
Converts LabArchives notebook data, entry metadata, and authorized ELN exports into manuscript-ready academic writing outputs such as Methods sections, data-availability statements… | aipoch/medical-research-skills | MIT |
/lamindb |
This skill is applicable when using LaminDB. LaminDB is an open-source data framework for biology that makes data queryable, traceable, reproducible, and FAIR-compliant. It is suit… | aipoch/medical-research-skills | MIT |
/lipinski-rule-filter |
Filter compound libraries based on Lipinski’s Rule of Five for drug-likeness. | aipoch/medical-research-skills | MIT |
/matchms |
Process, clean, and compare mass spectrometry (MS/MS) spectra with Matchms; use when you need reproducible spectral filtering and similarity scoring for metabolomics workflows. | aipoch/medical-research-skills | MIT |
/mechanism-flowchart |
Generates Mermaid flowchart code and visual diagrams for pathophysiological. | aipoch/medical-research-skills | MIT |
/medical-device-mdr-auditor |
Audit medical device technical files against EU MDR 2017/745 regulations. | aipoch/medical-research-skills | MIT |
/meta-baujat-plot |
Generate Baujat plots for heterogeneity analysis. Identify studies that contribute most to the overall meta-analysis results and heterogeneity, helping discover potential outlier s… | aipoch/medical-research-skills | MIT |
/meta-criteria-generator |
Generates scientifically sound inclusion and exclusion criteria for Meta-Analysis based on a given title or keywords | aipoch/medical-research-skills | MIT |
/meta-feasibility-analyzer |
Analyzes the feasibility of a proposed Meta-analysis topic by searching for existing Meta-analyses and Clinical Trials on PubMed/ClinicalTrials.gov | aipoch/medical-research-skills | MIT |
/meta-forest-binary-plot |
Generate meta-analysis forest plots for binary classification data. Input is a CSV file containing study names, event counts and sample sizes for experimental and control groups. O… | aipoch/medical-research-skills | MIT |
/meta-forest-continuous-plot |
Generate forest plots for meta-analysis of continuous data. Input a CSV file containing study names, means, standard deviations, and sample sizes for experimental and control group… | aipoch/medical-research-skills | MIT |
/meta-forest-model-plot |
Generate forest plots for meta-analysis of survival data. Input is a CSV file containing study names, HR and 95% confidence intervals, output forest plot PNG and data table CSV. Su… | aipoch/medical-research-skills | MIT |
/meta-funnel-plot |
Generate Meta-analysis funnel plots and perform publication bias testing. Takes CSV file with Meta-analysis data as input, outputs funnel plot PNG, Egger test and Begg test results… | aipoch/medical-research-skills | MIT |
/meta-protocol-writer |
Generates a PROSPERO-compliant Meta-analysis protocol based on Title and PICOS | aipoch/medical-research-skills | MIT |
/meta-radial-plot |
Generate radial plots (Radial Plot/Galbraith Plot) for heterogeneity analysis. Visually assess heterogeneity across studies by displaying the relationship between standardized effe… | aipoch/medical-research-skills | MIT |
/meta-rob2-plot |
Draw ROB2 risk-of-bias plots, including a Traffic Light Plot and a Summary Bar Plot. Input is a CSV file with ROB2 assessments for each study; output are two PNG plot files. | aipoch/medical-research-skills | MIT |
/meta-sensitivity-plot |
Generate leave-one-out sensitivity analysis plots for meta-analysis. Input is a CSV file containing meta-analysis data; outputs are a sensitivity forest plot (PNG) and a sensitivit… | aipoch/medical-research-skills | MIT |
/meta-title-generator |
Generates Meta-Analysis research titles based on user keywords, utilizing PubMed search results if available, or creative generation otherwise | aipoch/medical-research-skills | MIT |
/metabolomics-workbench-database |
Access NIH Metabolomics Workbench (4,200+ studies) via REST API. Query metabolites, RefMet nomenclature, MS/NMR data, m/z search, study metadata for metabolomics and biomarker disc… | aipoch/medical-research-skills | MIT |
/metagenomic-krona-chart |
Analyze data with metagenomic-krona-chart using a
reproducible workflow, explicit validation, and structured outputs for
review-ready interpretation. |
aipoch/medical-research-skills | MIT |
/motif-logo-generator |
Generate publication-quality sequence logos for DNA or protein motifs. | aipoch/medical-research-skills | MIT |
/multi-panel-figure-assembler |
Assemble 6 sub-figures (A–F) into a high-resolution composite figure with consistent labels, padding, and publication-ready DPI. | aipoch/medical-research-skills | MIT |
/neoantigen-predictor |
Predict neoantigens that may be recognized by the immune system based. | aipoch/medical-research-skills | MIT |
/network-tox-docking-research-planner |
Generates complete network toxicology + molecular docking research designs from a user-provided toxicant and disease/phenotype. Always use this skill when users want to investigate… | aipoch/medical-research-skills | MIT |
/neurokit2 |
Comprehensive biosignal processing for ECG/PPG/EEG/EDA/RSP/EMG/EOG; use when you need to clean, segment, and extract physiological features for HRV, event-related responses, comple… | aipoch/medical-research-skills | MIT |
/neuropixels-analysis |
End-to-end Neuropixels extracellular electrophysiology analysis (SpikeGLX/Open Ephys/NWB) including preprocessing, motion correction, Kilosort4 spike sorting, QC metrics, and Allen… | aipoch/medical-research-skills | MIT |
/nih-biosketch-builder |
Generate NIH Biosketch documents compliant with the 2022 OMB-approved. | aipoch/medical-research-skills | MIT |
/non-tumor-ml-research-planner |
Generates complete non-tumor biomedical machine learning research designs from a user-provided research direction. Always use this skill when users want to plan bioinformatics + ML… | aipoch/medical-research-skills | MIT |
/outcome-extraction-for-clinical-trials |
Clinical research outcome extraction for meta-analysis | aipoch/medical-research-skills | MIT |
/pathml |
A full-featured computational pathology toolkit for advanced WSI analysis, including multiplexed immunofluorescence (CODEX, Vectra), nuclei segmentation, tissue graph construction,… | aipoch/medical-research-skills | MIT |
/pathology-roi-selector |
Use pathology roi selector for data analysis workflows that need structured execution, explicit assumptions, and clear output boundaries. | aipoch/medical-research-skills | MIT |
/pdf-extract-experimental-materials |
Extract experimental materials and instrument information from PDFs (or PDF-derived text/Markdown) into three CSV tables; use when a paper/report contains sections like Materials a… | aipoch/medical-research-skills | MIT |
/phylogenetic-tree-styler |
Analyze data with phylogenetic-tree-styler using a
reproducible workflow, explicit validation, and structured outputs for
review-ready interpretation. |
aipoch/medical-research-skills | MIT |
/preclinical-pkpd-analyst |
Use preclinical pkpd analyst for data analysis workflows that need structured execution, explicit assumptions, and clear output boundaries. | aipoch/medical-research-skills | MIT |
/probast-quality-assessment-for-prediction-model-studies |
Assess bias in medical prediction model studies using PROBAST tool | aipoch/medical-research-skills | MIT |
/protocol-deviation-classifier |
Classify clinical trial protocol deviations as major or minor based on ICH E6/GCP guidelines. Three-impact-dimension assessment (safety, data integrity, scientific validity), confi… | aipoch/medical-research-skills | MIT |
/protocol-standardization |
Standardize fragmented experimental steps into reproducible protocol documents when you need method organization, lab SOP drafting, or cross-operator reproducibility; missing param… | aipoch/medical-research-skills | MIT |
/pseudotime-trajectory-viz |
Analyze data with pseudotime-trajectory-viz using a
reproducible workflow, explicit validation, and structured outputs for
review-ready interpretation. |
aipoch/medical-research-skills | MIT |
/pydeseq2 |
Differential gene expression analysis for bulk RNA-seq count matrices using a DESeq2-like workflow in Python; use when you need Wald tests, FDR correction, and optional LFC shrinka… | aipoch/medical-research-skills | MIT |
/pydicom |
A Python library for working with DICOM (Digital Imaging and Communications in Medicine) files | aipoch/medical-research-skills | MIT |
/pyopenms-skill |
Comprehensive tool for computational mass spectrometry using PyOpenMS; use when you need to read/write MS formats (mzML/mzXML/MGF), run signal processing (smoothing/peak picking), … | aipoch/medical-research-skills | MIT |
/pysam |
Genomic file toolkit. For reading/writing SAM/BAM/CRAM alignment files, VCF/BCF variant files, FASTA/FASTQ sequences, extracting regions, calculating coverage, suitable for NGS dat… | aipoch/medical-research-skills | MIT |
/quadas-c-assessment-for-diagnostic-accuracy-studies |
Automated bias assessment for diagnostic accuracy studies using QUADAS-C criteria. Requires full text input. | aipoch/medical-research-skills | MIT |
/quapas-quality-assessment-for-prognosis-studies |
Evaluates bias in medical literature (prognosis studies) using QUAPAS criteria | aipoch/medical-research-skills | MIT |
/reagent-expiry-alert |
Scan reagent barcodes or IDs, log expiration dates, and generate multi-level alerts before reagent expiry to support laboratory inventory management. | aipoch/medical-research-skills | MIT |
/reagent-substitute-scout |
Find validated alternative reagents based on literature citation data. | aipoch/medical-research-skills | MIT |
/residency-interview-prep |
Mock interview preparation tool for residency Match interviews. Generates. | aipoch/medical-research-skills | MIT |
/rowan |
Cloud-based quantum chemistry platform providing a Python API. Preferred for computational chemistry workflows including pKa prediction, geometry optimization, conformational searc… | aipoch/medical-research-skills | MIT |
/sanger-chromatogram-qa |
Use sanger chromatogram qa for data analysis workflows that need structured execution, explicit assumptions, and clear output boundaries. | aipoch/medical-research-skills | MIT |
/scanpy |
Standard single-cell RNA-seq analysis pipeline. For quality control (QC), normalization, dimensionality reduction (PCA/UMAP/t-SNE), clustering, differential expression analysis, an… | aipoch/medical-research-skills | MIT |
/scikit-bio |
A Python bioinformatics toolkit for sequence, phylogeny, and microbiome/community-ecology analysis; use it when you need to compute diversity/ordination/statistics from biological … | aipoch/medical-research-skills | MIT |
/scikit-survival |
A comprehensive toolkit for survival analysis and time-to-event modeling in Python using scikit-survival; use it when you need to model censored time-to-event outcomes, fit Cox/RSF… | aipoch/medical-research-skills | MIT |
/scrna-cell-type-annotator |
Auto-annotate cell clusters from single-cell RNA data using marker genes. | aipoch/medical-research-skills | MIT |
/scvi-tools |
Deep generative models for single-cell omics; use when you need probabilistic batch correction (scVI), transfer learning, uncertainty-aware differential expression, or multimodal i… | aipoch/medical-research-skills | MIT |
/sds-msds-risk-scanner |
Extract hazard codes and safety info from chemical safety datasheets. | aipoch/medical-research-skills | MIT |
/sequence-alignment |
A skill for performing sequence alignment using NCBI BLAST API. Supports nucleotide and protein sequence comparison against major biological databases. | aipoch/medical-research-skills | MIT |
/singlecell-portal |
Programmatically query public single-cell study metadata from the Broad Institute Single Cell Portal REST API when you need to search and filter datasets by organism, tissue, disea… | aipoch/medical-research-skills | MIT |
/smiles-de-salter |
Analyze data with smiles-de-salter using a reproducible
workflow, explicit validation, and structured outputs for review-ready
interpretation. |
aipoch/medical-research-skills | MIT |
/spatial-transcriptomics-mapper |
Map spatial transcriptomics data from 10x Genomics Visium/Xenium onto. | aipoch/medical-research-skills | MIT |
/survival-analysis-km |
Kaplan-Meier survival analysis tool for clinical and biological research. Generates publication-ready survival curves with statistical tests. | aipoch/medical-research-skills | MIT |
/survival-curve-risk-table |
Analyze data with survival-curve-risk-table using a
reproducible workflow, explicit validation, and structured outputs for
review-ready interpretation. |
aipoch/medical-research-skills | MIT |
/toxicity-structure-alert |
Analyze data with toxicity-structure-alert using a
reproducible workflow, explicit validation, and structured outputs for
review-ready interpretation. |
aipoch/medical-research-skills | MIT |
/two-sample-mr-research-planner |
Generates complete two-sample Mendelian randomization (MR) research designs from a user-provided research direction | aipoch/medical-research-skills | MIT |
/upset-plot-converter |
Convert complex Venn diagrams with more than 4 sets to clearer Upset. | aipoch/medical-research-skills | MIT |
/usmle-case-generator |
Generate USMLE Step 1/2 style clinical cases with patient history, physical. | aipoch/medical-research-skills | MIT |
/variant-pathogenicity-predictor |
Integrate REVEL, CADD, PolyPhen scores to predict variant pathogenicity. | aipoch/medical-research-skills | MIT |
/volcano-plot-labeler |
Analyze data with volcano-plot-labeler using a
reproducible workflow, explicit validation, and structured outputs for
review-ready interpretation. |
aipoch/medical-research-skills | MIT |
/volcano-plot-script |
Generate R/Python code for volcano plots from DEG (Differentially Expressed Genes) analysis results. Triggered when user needs visualization of gene expression data, p-value vs fol… | aipoch/medical-research-skills | MIT |
/waste-disposal-guide |
Guide for disposing specific chemical wastes into the correct colored waste containers, with safety precautions and regulatory compliance notes. | aipoch/medical-research-skills | MIT |
/western-blot-quantifier |
Automatically identify Western Blot gel bands, perform densitometric analysis, and calculate normalized values relative to loading controls. | aipoch/medical-research-skills | MIT |
Trigger cost: every active skill’s name + description loads into context each session. Past ~150 skills you’ll notice overhead and occasional mis-triggering — install what your team uses, not whole packs.
Authoring: a skill is a folder with a
SKILL.md (YAML frontmatter: name,
description). Anthropic’s skill-creator
scaffolds one.
Licences are as declared upstream at generation time — verify before redistributing. CC-BY-NC packs are non-commercial.