Agent skills · Government & public data

50 listings on this page, in order of arrival. Each one has its own page with README, repository facts and source links.

1. tech-stack-evaluator ★ 25,768
   Technology stack evaluation and comparison with TCO analysis, security assessment, and ecosystem health scoring. Use when comparing framewor
2. weekly-review ★ 25,768
   Use when someone wants to run a weekly review, close open loops, audit stalled projects and commitments, get their system back to trusted, r
3. audit-library-health ★ 1,137
   Use when checking the overall health of a skills library. Run doctor, validate, check for stale skills, and verify generated docs are in syn
4. file-operations ★ 670
   Analyze files and get detailed metadata including size, line counts, modification times, and content statistics. Use when users request file
5. data-processing-nemo-curator ★ 30,576
   GPU-accelerated data curation for LLM training. Supports text/image/video/audio. Features fuzzy deduplication (16× faster), quality filterin
6. optimization-hqq ★ 30,576
   Half-Quadratic Quantization for LLMs without calibration data. Use when quantizing models to 4/3/2-bit precision without needing calibration
7. research-engineer ★ 30,576
   "An uncompromising Academic Research Engineer. Operates with absolute scientific rigor, objective criticism, and zero flair. Focuses on theo
8. bleu ★ 30,576
   "Use this skill whenever a developer wants to turn an idea into a complete, production-ready, end-to-end system plan BEFORE writing any code
9. swarmvault ★ 30,576
   "Use SwarmVault when the user needs a local-first knowledge vault that writes durable markdown, graph, search, dashboard, review, and MCP ar
10. doordash-allergy-shield ★ 30,576
    Persistent dietary safety layer for DoorDash CLI (dd-cli) ordering. Stores a personal/household dietary profile (allergens with severity tie
11. fda-consultant-specialist ★ 30,576
    Senior FDA consultant and specialist for medical device companies including HIPAA compliance and requirement management. Provides FDA pathwa
12. gdpr-dsgvo-expert ★ 30,576
    Senior GDPR/DSGVO expert and internal/external auditor for data protection compliance. Provides EU GDPR and German DSGVO expertise, privacy
13. mdr-745-specialist ★ 30,576
    EU MDR 2017/745 regulation specialist and consultant for medical device requirement management. Provides comprehensive MDR compliance expert
14. quality-documentation-manager ★ 30,576
    Senior Quality Documentation Manager for comprehensive documentation control and regulatory document review. Provides document management sy
15. quality-manager-qmr ★ 30,576
    Senior Quality Manager Responsible Person (QMR) for HealthTech and MedTech companies. Provides overall quality system responsibility, regula
16. quality-manager-qms-iso13485 ★ 30,576
    ISO 13485 Quality Management System specialist for medical device companies. Provides QMS implementation, maintenance, process optimization,
17. regulatory-affairs-head ★ 30,576
    Senior Regulatory Affairs Manager expertise for HealthTech and MedTech companies. Provides strategic regulatory guidance, submission managem
18. risk-management-specialist ★ 30,576
    Senior Risk Management specialist for medical device companies implementing ISO 14971 risk management throughout product lifecycle. Provides
19. anndata ★ 30,576
    This skill should be used when working with annotated data matrices in Python, particularly for single-cell genomics analysis, managing expe
20. arboreto ★ 30,576
    Infer gene regulatory networks (GRNs) from gene expression data using scalable algorithms (GRNBoost2, GENIE3). Use when analyzing transcript
21. biopython ★ 30,576
    "Primary Python toolkit for molecular biology. Preferred for Python-based PubMed/NCBI queries (Bio.Entrez), sequence manipulation, file pars
22. bioservices ★ 30,576
    "Primary Python tool for 40+ bioinformatics services. Preferred for multi-database workflows: UniProt, KEGG, ChEMBL, PubChem, Reactome, Quic
23. cellxgene-census ★ 30,576
    "Query CZ CELLxGENE Census (61M+ cells). Filter by cell type/tissue/disease, retrieve expression data, integrate with scanpy/PyTorch, for po
24. citation-management ★ 30,576
    Comprehensive citation management for academic research. Search Google Scholar and PubMed for papers, extract accurate metadata, validate ci
25. clinical-decision-support ★ 30,576
    "Generate professional clinical decision support (CDS) documents for pharmaceutical and clinical research settings, including patient cohort
26. clinical-reports ★ 30,576
    "Write comprehensive clinical reports including case reports (CARE guidelines), diagnostic reports (radiology/pathology/lab), clinical trial
27. clinvar-database ★ 30,576
    "Query NCBI ClinVar for variant clinical significance. Search by gene/position, interpret pathogenicity classifications, access via E-utilit
28. dask ★ 30,576
    "Parallel/distributed computing. Scale pandas/NumPy beyond memory, parallel DataFrames/Arrays, multi-file processing, task graphs, for large
29. datacommons-client ★ 30,576
    Work with Data Commons, a platform providing programmatic access to public statistical data from global sources. Use this skill when working
30. denario ★ 30,576
    Multiagent AI system for scientific research assistance that automates research workflows from data analysis to publication. This skill shou
31. dnanexus-integration ★ 30,576
    "DNAnexus cloud genomics platform. Build apps/applets, manage data (upload/download), dxpy Python SDK, run workflows, FASTQ/BAM/VCF, for gen
32. ena-database ★ 30,576
    "Access European Nucleotide Archive via API/FTP. Retrieve DNA/RNA sequences, raw reads (FASTQ), genome assemblies by accession, for genomics
33. exploratory-data-analysis ★ 30,576
    Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats. This skill should be used when analyzing
34. geniml ★ 30,576
    This skill should be used when working with genomic interval data (BED files) for machine learning tasks. Use for training region embeddings
35. geo-database ★ 30,576
    "Access NCBI GEO for gene expression/genomics data. Search/download microarray and RNA-seq datasets (GSE, GSM, GPL), retrieve SOFT/Matrix fi
36. get-available-resources ★ 30,576
    This skill should be used at the start of any computationally intensive scientific task to detect and report available system resources (CPU
37. gget ★ 30,576
    "CLI/Python toolkit for rapid bioinformatics queries. Preferred for quick BLAST searches. Access to 20+ databases: gene info (Ensembl/UniPro
38. gtars ★ 30,576
    High-performance toolkit for genomic interval analysis in Rust with Python bindings. Use when working with genomic regions, BED files, cover
39. histolab ★ 30,576
    Digital pathology image processing toolkit for whole slide images (WSI). Use this skill when working with histopathology slides, processing
40. hypogenic ★ 30,576
    Automated hypothesis generation and testing using large language models. Use this skill when generating scientific hypotheses from datasets,
41. hypothesis-generation ★ 30,576
    "Generate testable hypotheses. Formulate from observations, design experiments, explore competing explanations, develop predictions, propose
42. lamindb ★ 30,576
    This skill should be used when working with LaminDB, an open-source data framework for biology that makes data queryable, traceable, reprodu
43. latex-posters ★ 30,576
    "Create professional research posters in LaTeX using beamerposter, tikzposter, or baposter. Support for conference presentations, academic p
44. literature-review ★ 30,576
    Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.). Thi
45. market-research-reports ★ 30,576
    "Generate comprehensive market research reports (50+ pages) in the style of top consulting firms (McKinsey, BCG, Gartner). Features professi
46. matplotlib ★ 30,576
    "Foundational plotting library. Create line plots, scatter, bar, histograms, heatmaps, 3D, subplots, export PNG/PDF/SVG, for scientific visu
47. omero-integration ★ 30,576
    "Microscopy data management platform. Access images via Python, retrieve datasets, analyze pixels, manage ROIs/annotations, batch processing
48. paper-2-web ★ 30,576
    This skill should be used when converting academic papers into promotional and presentation formats including interactive websites (Paper2We
49. peer-review ★ 30,576
    "Systematic peer review toolkit. Evaluate methodology, statistics, design, reproducibility, ethics, figure integrity, reporting standards, f
50. pptx-posters ★ 30,576
    "Create professional research posters in LaTeX using beamerposter, tikzposter, or baposter. Support for conference presentations, academic p