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Skill catalog

657data analysis agent skills synced from skills.sh, with their install counts. Read them here, or let your agent fetch the right one through the Graph-of-Skills MCP server.

Want your agent to use these? Set up Graph-of-Skills or get a free key. How these skills are sourced and what we check. Cannot find one? Your agent can write a skill for your own library. Have skills of your own? Install one on another machine. A skill that comes from GitHub shows its npx skills add command on its page.

  1. huggingface-datasets huggingface/skills

    Use this skill for Hugging Face Dataset Viewer API workflows that fetch subset/split metadata, paginate rows, search text, apply filters, download parquet URLs, and read size or statistics.

    2,428 installs
  2. dt-migration dynatrace/dynatrace-for-ai

    Migrate Dynatrace classic and Gen2 entity-based DQL to Smartscape equivalents. Covers three scenarios. (1) mass data queries filtered by classic entity conditions — migrate to direct dimension filters first, Smartscape…

    2,417 installs
  3. single-cell-rna-qc anthropics/knowledge-work-plugins

    Performs quality control on single-cell RNA-seq data (.h5ad or .h5 files) using scverse best practices with MAD-based filtering and comprehensive visualizations. Use when users request QC analysis, filtering low-quality…

    2,399 installs
  4. apache-airflow-orchestration reason-machines/data-skills

    Expert knowledge of Apache Airflow for building, scheduling, and monitoring data pipelines and workflows

    2,391 installs
  5. building-omnistudio-datamapper forcedotcom/sf-skills

    OmniStudio Data Mapper (formerly DataRaptor) creation and validation with 100-point scoring. Use when building Extract, Transform, Load, or Turbo Extract Data Mappers, mapping Salesforce object fields, or reviewing exis…

    2,390 installs
  6. Cross-cutting OmniStudio analysis skill for namespace detection, dependency visualization, and impact analysis across OmniScripts, FlexCards, Integration Procedures, and Data Mappers. TRIGGER when: user asks about OmniS…

    2,388 installs
  7. datatalks-data-engineering-zoomcamp reason-machines/data-skills

    Free 9-week data engineering course covering Docker, Terraform, Kestra, BigQuery, dbt, Spark, and Kafka with hands-on projects

    2,388 installs
  8. scientific-visualization k-dense-ai/scientific-agent-skills

    Creates and audits truthful, accessible, publication-ready scientific figures with Matplotlib, Seaborn, or Plotly. Use it for figure design, multi-panel layouts, uncertainty and missing-data displays, color/contrast rev…

    2,381 installs
  9. llm-public-opinion-analytics-assistant reason-machines/data-skills

    Multi-platform hot search crawler and LLM-powered public opinion analysis system with clustering, sentiment analysis, and multi-channel push notifications

    2,380 installs
  10. analytics-tracking kostja94/marketing-skills

    Compatibility pointer for GA4 event, key-event and User-ID tracking; maintained in Open Analytics.

    2,377 installs
  11. gmgn-wallet-review gmgnai/gmgn-skills

    A short trading portrait of ONE wallet address — a single style tag (磨损户 / P小将 / 印钞机 … plus a speed subtitle), one sentence recapping its record and one sentence of next-step advice, for 1D / 7D / 30D / 全部, voiced 你 for…

    2,376 installs
  12. roblox-mm2-analytics-toolkit reason-machines/data-skills

    Analytics and inventory management toolkit for Roblox Murder Mystery 2 gameplay optimization

    2,376 installs
  13. nextflow-development anthropics/knowledge-work-plugins

    Run nf-core bioinformatics pipelines (rnaseq, sarek, atacseq) on sequencing data. Use when analyzing RNA-seq, WGS/WES, or ATAC-seq data—either local FASTQs or public datasets from GEO/SRA. Triggers on nf-core, Nextflow,…

    2,369 installs
  14. data-visualization owl-listener/designer-skills

    Select chart types and design data encodings — marks, axes, labels, and accessible chart styling. Use when presenting data graphically. Owns chart selection and encoding only; the categorical colour ramp itself belongs…

    2,357 installs
  15. instrument-data-to-allotrope anthropics/knowledge-work-plugins

    Convert laboratory instrument output files (PDF, CSV, Excel, TXT) to Allotrope Simple Model (ASM) JSON format or flattened 2D CSV. Use this skill when scientists need to standardize instrument data for LIMS systems, dat…

    2,356 installs
  16. mm2-analytics-roblox-tracker reason-machines/data-skills

    Analyze Murder Mystery 2 gameplay data, track inventory, and optimize strategy using this Roblox analytics toolkit

    2,355 installs
  17. mm2-roblox-analytics-toolkit reason-machines/data-skills

    Murder Mystery 2 gameplay analytics, inventory tracking, and strategy optimization toolkit for Roblox

    2,354 installs
  18. nemo-retriever nvidia/skills

    Use when searching, extracting, ingesting, or querying a document collection with the NeMo Retriever 26.8.1 CLI, including local LanceDB indexes and deployed Retriever services. Use for PDFs, images, Office files, HTML,…

    2,354 installs
  19. mm2-analytics-dashboard-roblox reason-machines/data-skills

    Murder Mystery 2 inventory tracking, analytics dashboard, and gameplay optimization toolkit for Roblox

    2,344 installs
  20. optimize marketcalls/vectorbt-backtesting-skills

    Optimize strategy parameters using VectorBT. Tests parameter combinations and generates heatmaps.

    2,344 installs
  21. murder-mystery-2-analytics-toolkit reason-machines/data-skills

    Analytics dashboard and inventory management toolkit for Roblox Murder Mystery 2 game data tracking and optimization

    2,338 installs
  22. mm2-analytics-roblox-toolkit reason-machines/data-skills

    Roblox Murder Mystery 2 analytics dashboard and inventory tracking toolkit with data visualization and strategy analysis

    2,337 installs
  23. mm2-roblox-analytics-tracker reason-machines/data-skills

    Analytics and inventory tracking toolkit for Roblox Murder Mystery 2 with strategic gameplay insights

    2,320 installs
  24. football-data machina-sports/sports-skills

    Football (soccer) data across the world's major leagues — standings, schedules, match stats, xG, transfers, player profiles, head-to-head history, team strength (Elo), and match forecasts. Zero config, no API keys. Cove…

    2,317 installs
  25. Translates Snowflake dbt SQL models to Standardized BigQuery SQL. Handles SQL compilation, Jinja macro placeholder masking, BigQuery Translation Service migration workflows, AST-based config transformations, explicit ty…

    2,298 installs
  26. extract actionbook/actionbook

    Extract structured data from websites and produce an executable Playwright script plus extracted data. Use when the user wants to scrape, extract, pull, collect, or harvest data from any website — product listings, tabl…

    2,289 installs
  27. trigger-cost-savings triggerdotdev/skills

    Analyze Trigger.dev tasks, schedules, and runs for cost optimization opportunities. Use when asked to reduce spend, optimize costs, audit usage, right-size machines, or review task efficiency. Combines static source ana…

    2,276 installs
  28. statistical-analysis k-dense-ai/scientific-agent-skills

    Guided statistical analysis for research data - test selection, assumption checking, effect sizes, power analysis, Bayesian alternatives, and APA-formatted reporting. Use whenever a user wants to compare groups, test a…

    2,258 installs
  29. strategy-compare marketcalls/vectorbt-backtesting-skills

    Compare multiple strategies or directions (long vs short vs both) on the same symbol. Generates side-by-side stats table.

    2,256 installs
  30. llm-public-opinion-analytics reason-machines/data-skills

    Multi-platform public opinion analysis assistant with web scraping, LLM-powered analytics, topic clustering, sentiment analysis, and multi-channel alerts

    2,255 installs
  31. data-ingest ar9av/obsidian-wiki

    Ingest any raw text data, conversation logs, chat exports, or unstructured documents into the Obsidian wiki. Use this skill when the user wants to process data that isn't standard documents or Claude history — things li…

    2,250 installs
  32. alphafold-database-fetch-and-analyze google-deepmind/science-skills

    Retrieve and analyze AlphaFold predicted structures for a protein. Use when the user provides a specific UniProt Accession ID and wants structural confidence metrics (pLDDT), domain boundary analysis, or disorder assess…

    2,229 installs
  33. mapbox-geospatial-operations mapbox/mapbox-agent-skills

    Expert guidance on choosing the right geospatial tool based on problem type, accuracy requirements, and performance needs

    2,226 installs
  34. business-analytics-reporter ailabs-393/ai-labs-claude-skills

    This skill should be used when analyzing business sales and revenue data from CSV files to identify weak areas, generate statistical insights, and provide strategic improvement recommendations. Use when the user request…

    2,221 installs
  35. ncbi-sequence-fetch google-deepmind/science-skills

    Retrieve protein and nucleotide sequences from NCBI databases using E-utilities. Supports direct accession lookup, CDS translation, gene+organism search, locus lookup, PubMed-linked sequences, patent protein extraction,…

    2,218 installs
  36. openfda-database google-deepmind/science-skills

    Query, search, and download data from the openFDA API for drugs, devices, foods, tobacco, cosmetics, animal and veterinary products, substances, and transparency data. Use for FDA adverse events, recalls, labeling, appr…

    2,208 installs
  37. matplotlib k-dense-ai/scientific-agent-skills

    Creates and customizes scientific plots with Matplotlib. Used for fine-grained control over plot elements, novel plot types, and scientific workflows. Export to PNG/PDF/SVG for publication. For quick statistical plots u…

    2,191 installs
  38. chembl-database google-deepmind/science-skills

    Query the ChEMBL database for bioactive molecules, drug targets, bioactivity data, approved drugs, and chemical structures. Use when the user asks about compounds, targets, IC50/Ki values, drug mechanisms, or structure…

    2,181 installs
  39. ensembl-database google-deepmind/science-skills

    Query the Ensembl database to resolve gene, transcript, and protein IDs, fetch genomic or protein sequences, retrieve gene structures (exons), and get variant consequence and effect predictions (VEP). Use this skill as…

    2,171 installs
  40. Create executive-ready business reports from KPIs, sales or operational data, and stakeholder notes—with prioritized findings, trend context, and actionable recommendations. Use when the user asks for a business report,…

    2,168 installs
  41. human-protein-atlas-database google-deepmind/science-skills

    Use when you want to retrieve semi-quantitative protein expression and spatial localisation data from the Human Protein Atlas (HPA).

    2,158 installs
  42. LP, MILP, QP — concepts, problem-text parsing, and formulation patterns (parameters, constraints, decisions, objective). Concepts only; no API.

    2,149 installs
  43. reactome-database google-deepmind/science-skills

    Query the Reactome database (Analysis and Content Services). Use when the user asks about pathway analysis, gene list enrichment, retrieving results by token, finding unmapped or not-found identifiers, mapping identifie…

    2,149 installs
  44. data-analyst cline/skills

    Act as an interactive data analyst for ClickHouse-backed analytics. Use when the user asks questions about internal data, metrics, dashboards, telemetry, active users, revenue, funnels, trends, distributions, or wants a…

    2,148 installs
  45. exploratory-data-analysis k-dense-ai/scientific-agent-skills

    Performs bounded, local exploratory analysis of explicitly supported scientific files. Supports redacted CSV/TSV/JSON profiles; optional NumPy, HDF5, FASTA/FASTQ, and basic image metadata inspection; missingness/leakage…

    2,140 installs
  46. jaspar-database google-deepmind/science-skills

    Query the JASPAR database for Transcription Factor (TF) binding profiles. Use when retrieving Position Frequency Matrices (PFMs) or Position Weight Matrices (PWMs) for specific TFs, resolving gene symbols to JASPAR Matr…

    2,133 installs
  47. gnomad-database google-deepmind/science-skills

    Query the Genome Aggregation Database (gnomAD). Use when determining the rarity or allele frequency of specific genetic variants, retrieving gene constraint metrics (pLI, LOEUF) to assess loss-of-function intolerance, f…

    2,131 installs
  48. quickgo-database google-deepmind/science-skills

    Query the QuickGO and Evidence & Conclusion Ontology (ECO) REST API. Use this when you need to map genes to biological processes, molecular functions, or cellular components, find genes associated with a specific pathwa…

    2,131 installs
  49. dt-obs-predictive-analytics dynatrace/dynatrace-for-ai

    Predictive analytics for Dynatrace — time series forecasting with the timeseries-forecast tool, capacity saturation planning, trend and anomaly detection across hosts, services, and infrastructure.

    2,123 installs
  50. encode-ccres-database google-deepmind/science-skills

    Query the ENCODE Registry of cis-Regulatory Elements (cCREs) via the SCREEN GraphQL API, or make custom queries to the ENCODE Portal REST API for experiments and files (ChIP-seq peaks, etc.). Use when you want to query…

    2,121 installs