Data Science & ML Agent Skills
210 skills for data science & ml — ranked by real installs, refreshed continuously, never faked.
# Skill Installs
1 
azure-kusto microsoft/azure-skills Execute KQL queries and analyze data in Azure Data Explorer for log analytics, telemetry, and time series insights. 470k installs 2 
paper-context-resolver lllllllama/ai-paper-reproduction-skill Resolve reproduction-critical gaps by extracting dataset, preprocessing, and protocol details from primary papers. 141k installs 3 
xlsx anthropics/skills Built for serious spreadsheet work where you need actual Excel files as output, not just data analysis. 139k installs 4 azure-observability microsoft/azure-skills Query metrics, logs, and traces across Azure Monitor, Application Insights, and Log Analytics. 98k installs 5 
analytics-tracking coreyhaines31/marketingskills Set up, audit, and improve analytics tracking to measure marketing and product decisions. 58k installs 6 
nia nozomio-labs/nia-skill Unified indexing and search across code repositories, documentation, research papers, datasets, local folders, Slack, and Google… 51k installs 7 analytics coreyhaines31/marketingskills analytics 38k installs 8 
apify-ultimate-scraper apify/agent-skills Universal AI-powered web scraper for any platform. Scrape data from Instagram, Facebook, TikTok, YouTube, LinkedIn, X/Twitter, Go… 14k installs 9 
deepline-analytics code.deepline.com Agent skill from code.deepline.com. 9.8k installs 10 
notebooklm pleaseprompto/notebooklm-skill notebooklm 7.2k installs 11 apify-generate-output-schema apify/agent-skills Generate output schemas (dataset_schema.json, output_schema.json, key_value_store_schema.json) for an Apify Actor by analyzing it… 6.6k installs 12 
data-analysis claude-office-skills/skills data analysis 5.8k installs 13 
pytorch-patterns affaan-m/everything-claude-code pytorch patterns 4.9k installs 14 
ctf-ai-ml ljagiello/ctf-skills ctf ai ml 4.7k installs 15 
pandas-pro jeffallan/claude-skills pandas pro 4.2k installs 16 
marimo-notebook marimo-team/skills marimo notebook 4.1k installs 17 
jupyter-notebook openai/skills jupyter notebook 3.5k installs 18 
lck-analytics nomadamas/k-skill lck analytics 3.3k installs 19 
langsmith-dataset langchain-ai/langsmith-skills langsmith dataset 2.9k installs 20 
data-analytics markdown-viewer/skills data analytics 2.8k installs 21 
data-analysis bytedance/deer-flow data analysis 2.8k installs 22 apify-content-analytics apify/agent-skills apify content analytics 2.6k installs 23 
jupyter-notebook-writing zc277584121/marketing-skills jupyter notebook writing 2.4k installs 24 
skill-writer pytorch/pytorch skill writer 2.4k installs 25 
cargo-analytics getcargohq/cargo-skills Agent skill from getcargohq/cargo-skills. 2.4k installs 26 
app-analytics eronred/aso-skills app analytics 2.3k installs 27 jupyter-to-marimo marimo-team/skills jupyter to marimo 2.3k installs 28 
llm-public-opinion-analytics-assistant aradotso/data-skills Agent skill from aradotso/data-skills. 2.1k installs 29 
business-analytics-reporter ailabs-393/ai-labs-claude-skills business analytics reporter 2.1k installs 30 roblox-mm2-analytics-toolkit aradotso/data-skills Agent skill from aradotso/data-skills. 2.1k installs 31 mm2-analytics-roblox-tracker aradotso/data-skills Agent skill from aradotso/data-skills. 2k installs 32 mm2-roblox-analytics-toolkit aradotso/data-skills Agent skill from aradotso/data-skills. 2k installs 33 mm2-analytics-dashboard-roblox aradotso/data-skills Agent skill from aradotso/data-skills. 2k installs 34 murder-mystery-2-analytics-toolkit aradotso/data-skills Agent skill from aradotso/data-skills. 2k installs 35 mm2-analytics-roblox-toolkit aradotso/data-skills Agent skill from aradotso/data-skills. 2k installs 36 mm2-roblox-analytics-tracker aradotso/data-skills Agent skill from aradotso/data-skills. 2k installs 37 llm-public-opinion-analytics aradotso/data-skills Agent skill from aradotso/data-skills. 1.9k installs 38 
product-skills alirezarezvani/claude-skills Router/index for the 12 product skills bundled in this plugin (RICE prioritization, OKRs, UX research, design tokens, competitive… 1.9k installs 39 
analytics-tracking kostja94/marketing-skills analytics tracking 1.9k installs 40 
arize-dataset arize-ai/arize-skills arize dataset 1.9k installs 41 llm-intelligent-public-opinion-analytics aradotso/data-skills Agent skill from aradotso/data-skills. 1.7k installs 42 options-analytics-agent-langgraph aradotso/data-skills Agent skill from aradotso/data-skills. 1.7k installs 43 employee-performance-analytics-hr aradotso/data-skills Agent skill from aradotso/data-skills. 1.7k installs 44 
dummy-dataset phuryn/pm-skills dummy dataset 1.7k installs 45 analytics-tracking-automation aradotso/data-skills Agent skill from aradotso/data-skills. 1.7k installs 46 
dx-app-analytics-query forcedotcom/sf-skills Agent skill from forcedotcom/sf-skills. 1.7k installs 47 harvard-art-museums-etl-analytics aradotso/data-skills Agent skill from aradotso/data-skills. 1.7k installs 48 harvard-artifacts-etl-analytics aradotso/data-skills Agent skill from aradotso/data-skills. 1.7k installs 49 harvard-art-museum-etl-analytics aradotso/data-skills Agent skill from aradotso/data-skills. 1.7k installs 50 harvard-artifacts-data-engineering-analytics aradotso/data-skills Agent skill from aradotso/data-skills. 1.7k installs 51 harvard-artifacts-collection-etl-analytics aradotso/data-skills Agent skill from aradotso/data-skills. 1.6k installs 52 
vss-setup-video-analytics-api nvidia/skills Agent skill from nvidia/skills. 1.6k installs 53 harvard-artifacts-collection-data-engineering-analytics aradotso/data-skills Agent skill from aradotso/data-skills. 1.6k installs 54 vss-setup-behavior-analytics nvidia/skills Agent skill from nvidia/skills. 1.6k installs 55 vss-query-analytics nvidia/skills Agent skill from nvidia/skills. 1.6k installs 56 
ml-ai grafana/skills ml ai 1.6k installs 57 harvard-artifacts-etl-streamlit-analytics aradotso/data-skills Agent skill from aradotso/data-skills. 1.6k installs 58 
machine-learning mindrally/skills machine learning 1.6k installs 59 
exploratory-data-analysis davila7/claude-code-templates exploratory data analysis 1.5k installs 60 crash-analytics eronred/aso-skills crash analytics 1.5k installs 61 
huggingface-datasets huggingface/skills huggingface datasets 1.5k installs 62 deep-learning-pytorch mindrally/skills deep learning pytorch 1.5k installs 63 
data-analysis lingzhi227/agent-research-skills data analysis 1.4k installs 64 tao-convert-dataset-format nvidia/skills Agent skill from nvidia/skills. 1.4k installs 65 tao-validate-dataset-format nvidia/skills Agent skill from nvidia/skills. 1.4k installs 66 
notebooklm giuseppe-trisciuoglio/developer-kit notebooklm 1.4k installs 67 snowflake-dbt-airbnb-analytics aradotso/data-skills Agent skill from aradotso/data-skills. 1.4k installs 68 
dt-app-notebooks dynatrace/dynatrace-for-ai dt app notebooks 1.4k installs 69 game-analytics-platform-computer-vision aradotso/data-skills Agent skill from aradotso/data-skills. 1.3k installs 70 
google-analytics-data-api-basics google/skills Agent skill from google/skills. 1.3k installs 71 google-analytics-admin-api-basics google/skills Agent skill from google/skills. 1.2k installs 72 data-analysis-jupyter mindrally/skills data analysis jupyter 1.2k installs 73 
domain-ml actionbook/rust-skills domain ml 1.2k installs 74 harvard-artifacts-collection-analytics-app aradotso/data-skills Agent skill from aradotso/data-skills. 1.1k installs 75 
kibana-anomaly-detection elastic/agent-skills Elastic ML anomaly detection skill — investigation/RCA, score explanation, 1.1k installs 76 
agent-data-ml-model ruvnet/ruflo agent data ml model 1k installs 77 
pandas data analysis pluginagentmarketplace/custom-plugin-python pandas data analysis 1k installs 78 google-analytics davila7/claude-code-templates google analytics 964 installs 79 
lean-analytics wondelai/skills Agent skill from wondelai/skills. 956 installs 80 
ml-paper-writing zechenzhangagi/ai-research-skills ml paper writing 955 installs 81 
exploratory-data-analysis k-dense-ai/scientific-agent-skills exploratory data analysis 941 installs 82 data-analytics-skills-claude aradotso/data-skills Agent skill from aradotso/data-skills. 940 installs 83 dt-obs-predictive-analytics dynatrace/dynatrace-for-ai dt obs predictive analytics 917 installs 84 car-sales-data-engineering-analytics aradotso/data-skills Agent skill from aradotso/data-skills. 911 installs 85 pytorch-lightning k-dense-ai/scientific-agent-skills pytorch lightning 880 installs 86 open-notebook k-dense-ai/scientific-agent-skills open notebook 859 installs 87 senior-ml-engineer alirezarezvani/claude-skills senior ml engineer 846 installs 88 geopandas k-dense-ai/scientific-agent-skills geopandas 834 installs 89 analytics-data-analysis mindrally/skills analytics data analysis 823 installs 90 
notebooklm sickn33/antigravity-awesome-skills notebooklm 802 installs 91 
dune duneanalytics/skills dune 801 installs 92 
machine-learning-engineer 404kidwiz/claude-supercode-skills machine learning engineer 791 installs 93 senior-ml-engineer davila7/claude-code-templates senior ml engineer 786 installs 94 turboquant-pytorch aradotso/trending-skills turboquant pytorch 782 installs 95 torchcode-pytorch-interview-practice aradotso/trending-skills torchcode pytorch interview practice 762 installs 96 wildworld-dataset aradotso/trending-skills wildworld dataset 747 installs 97 harvard-art-museums-data-engineering-analytics aradotso/data-skills Agent skill from aradotso/data-skills. 742 installs 98 campaign-analytics alirezarezvani/claude-skills Analyzes campaign performance with multi-touch attribution, funnel conversion analysis, and ROI calculation for marketing optimiz… 737 installs 99 coinmarketcap-diamonds-premium-analytics aradotso/data-skills Agent skill from aradotso/data-skills. 724 installs 100 
ml-paper-writing orchestra-research/ai-research-skills ml paper writing 723 installs
azure-kusto microsoft/azure-skills Execute KQL queries and analyze data in Azure Data Explorer for log analytics, telemetry, and time series insights. 470k installs 2 paper-context-resolver lllllllama/ai-paper-reproduction-skill Resolve reproduction-critical gaps by extracting dataset, preprocessing, and protocol details from primary papers. 141k installs 3 xlsx anthropics/skills Built for serious spreadsheet work where you need actual Excel files as output, not just data analysis. 139k installs 4 azure-observability microsoft/azure-skills Query metrics, logs, and traces across Azure Monitor, Application Insights, and Log Analytics. 98k installs 5 analytics-tracking coreyhaines31/marketingskills Set up, audit, and improve analytics tracking to measure marketing and product decisions. 58k installs 6 nia nozomio-labs/nia-skill Unified indexing and search across code repositories, documentation, research papers, datasets, local folders, Slack, and Google… 51k installs 7 analytics coreyhaines31/marketingskills analytics 38k installs 8 apify-ultimate-scraper apify/agent-skills Universal AI-powered web scraper for any platform. Scrape data from Instagram, Facebook, TikTok, YouTube, LinkedIn, X/Twitter, Go… 14k installs 9 deepline-analytics code.deepline.com Agent skill from code.deepline.com. 9.8k installs 10 notebooklm pleaseprompto/notebooklm-skill notebooklm 7.2k installs 11 apify-generate-output-schema apify/agent-skills Generate output schemas (dataset_schema.json, output_schema.json, key_value_store_schema.json) for an Apify Actor by analyzing it… 6.6k installs 12 data-analysis claude-office-skills/skills data analysis 5.8k installs 13 pytorch-patterns affaan-m/everything-claude-code pytorch patterns 4.9k installs 14 ctf-ai-ml ljagiello/ctf-skills ctf ai ml 4.7k installs 15 pandas-pro jeffallan/claude-skills pandas pro 4.2k installs 16 marimo-notebook marimo-team/skills marimo notebook 4.1k installs 17 jupyter-notebook openai/skills jupyter notebook 3.5k installs 18 lck-analytics nomadamas/k-skill lck analytics 3.3k installs 19 langsmith-dataset langchain-ai/langsmith-skills langsmith dataset 2.9k installs 20 data-analytics markdown-viewer/skills data analytics 2.8k installs 21 data-analysis bytedance/deer-flow data analysis 2.8k installs 22 apify-content-analytics apify/agent-skills apify content analytics 2.6k installs 23 jupyter-notebook-writing zc277584121/marketing-skills jupyter notebook writing 2.4k installs 24 skill-writer pytorch/pytorch skill writer 2.4k installs 25 cargo-analytics getcargohq/cargo-skills Agent skill from getcargohq/cargo-skills. 2.4k installs 26 app-analytics eronred/aso-skills app analytics 2.3k installs 27 jupyter-to-marimo marimo-team/skills jupyter to marimo 2.3k installs 28 llm-public-opinion-analytics-assistant aradotso/data-skills Agent skill from aradotso/data-skills. 2.1k installs 29 business-analytics-reporter ailabs-393/ai-labs-claude-skills business analytics reporter 2.1k installs 30 roblox-mm2-analytics-toolkit aradotso/data-skills Agent skill from aradotso/data-skills. 2.1k installs 31 mm2-analytics-roblox-tracker aradotso/data-skills Agent skill from aradotso/data-skills. 2k installs 32 mm2-roblox-analytics-toolkit aradotso/data-skills Agent skill from aradotso/data-skills. 2k installs 33 mm2-analytics-dashboard-roblox aradotso/data-skills Agent skill from aradotso/data-skills. 2k installs 34 murder-mystery-2-analytics-toolkit aradotso/data-skills Agent skill from aradotso/data-skills. 2k installs 35 mm2-analytics-roblox-toolkit aradotso/data-skills Agent skill from aradotso/data-skills. 2k installs 36 mm2-roblox-analytics-tracker aradotso/data-skills Agent skill from aradotso/data-skills. 2k installs 37 llm-public-opinion-analytics aradotso/data-skills Agent skill from aradotso/data-skills. 1.9k installs 38 product-skills alirezarezvani/claude-skills Router/index for the 12 product skills bundled in this plugin (RICE prioritization, OKRs, UX research, design tokens, competitive… 1.9k installs 39 analytics-tracking kostja94/marketing-skills analytics tracking 1.9k installs 40 arize-dataset arize-ai/arize-skills arize dataset 1.9k installs 41 llm-intelligent-public-opinion-analytics aradotso/data-skills Agent skill from aradotso/data-skills. 1.7k installs 42 options-analytics-agent-langgraph aradotso/data-skills Agent skill from aradotso/data-skills. 1.7k installs 43 employee-performance-analytics-hr aradotso/data-skills Agent skill from aradotso/data-skills. 1.7k installs 44 dummy-dataset phuryn/pm-skills dummy dataset 1.7k installs 45 analytics-tracking-automation aradotso/data-skills Agent skill from aradotso/data-skills. 1.7k installs 46 dx-app-analytics-query forcedotcom/sf-skills Agent skill from forcedotcom/sf-skills. 1.7k installs 47 harvard-art-museums-etl-analytics aradotso/data-skills Agent skill from aradotso/data-skills. 1.7k installs 48 harvard-artifacts-etl-analytics aradotso/data-skills Agent skill from aradotso/data-skills. 1.7k installs 49 harvard-art-museum-etl-analytics aradotso/data-skills Agent skill from aradotso/data-skills. 1.7k installs 50 harvard-artifacts-data-engineering-analytics aradotso/data-skills Agent skill from aradotso/data-skills. 1.7k installs 51 harvard-artifacts-collection-etl-analytics aradotso/data-skills Agent skill from aradotso/data-skills. 1.6k installs 52 vss-setup-video-analytics-api nvidia/skills Agent skill from nvidia/skills. 1.6k installs 53 harvard-artifacts-collection-data-engineering-analytics aradotso/data-skills Agent skill from aradotso/data-skills. 1.6k installs 54 vss-setup-behavior-analytics nvidia/skills Agent skill from nvidia/skills. 1.6k installs 55 vss-query-analytics nvidia/skills Agent skill from nvidia/skills. 1.6k installs 56 ml-ai grafana/skills ml ai 1.6k installs 57 harvard-artifacts-etl-streamlit-analytics aradotso/data-skills Agent skill from aradotso/data-skills. 1.6k installs 58 machine-learning mindrally/skills machine learning 1.6k installs 59 exploratory-data-analysis davila7/claude-code-templates exploratory data analysis 1.5k installs 60 crash-analytics eronred/aso-skills crash analytics 1.5k installs 61 huggingface-datasets huggingface/skills huggingface datasets 1.5k installs 62 deep-learning-pytorch mindrally/skills deep learning pytorch 1.5k installs 63 data-analysis lingzhi227/agent-research-skills data analysis 1.4k installs 64 tao-convert-dataset-format nvidia/skills Agent skill from nvidia/skills. 1.4k installs 65 tao-validate-dataset-format nvidia/skills Agent skill from nvidia/skills. 1.4k installs 66 notebooklm giuseppe-trisciuoglio/developer-kit notebooklm 1.4k installs 67 snowflake-dbt-airbnb-analytics aradotso/data-skills Agent skill from aradotso/data-skills. 1.4k installs 68 dt-app-notebooks dynatrace/dynatrace-for-ai dt app notebooks 1.4k installs 69 game-analytics-platform-computer-vision aradotso/data-skills Agent skill from aradotso/data-skills. 1.3k installs 70 google-analytics-data-api-basics google/skills Agent skill from google/skills. 1.3k installs 71 google-analytics-admin-api-basics google/skills Agent skill from google/skills. 1.2k installs 72 data-analysis-jupyter mindrally/skills data analysis jupyter 1.2k installs 73 domain-ml actionbook/rust-skills domain ml 1.2k installs 74 harvard-artifacts-collection-analytics-app aradotso/data-skills Agent skill from aradotso/data-skills. 1.1k installs 75 kibana-anomaly-detection elastic/agent-skills Elastic ML anomaly detection skill — investigation/RCA, score explanation, 1.1k installs 76 agent-data-ml-model ruvnet/ruflo agent data ml model 1k installs 77 pandas data analysis pluginagentmarketplace/custom-plugin-python pandas data analysis 1k installs 78 google-analytics davila7/claude-code-templates google analytics 964 installs 79 lean-analytics wondelai/skills Agent skill from wondelai/skills. 956 installs 80 ml-paper-writing zechenzhangagi/ai-research-skills ml paper writing 955 installs 81 exploratory-data-analysis k-dense-ai/scientific-agent-skills exploratory data analysis 941 installs 82 data-analytics-skills-claude aradotso/data-skills Agent skill from aradotso/data-skills. 940 installs 83 dt-obs-predictive-analytics dynatrace/dynatrace-for-ai dt obs predictive analytics 917 installs 84 car-sales-data-engineering-analytics aradotso/data-skills Agent skill from aradotso/data-skills. 911 installs 85 pytorch-lightning k-dense-ai/scientific-agent-skills pytorch lightning 880 installs 86 open-notebook k-dense-ai/scientific-agent-skills open notebook 859 installs 87 senior-ml-engineer alirezarezvani/claude-skills senior ml engineer 846 installs 88 geopandas k-dense-ai/scientific-agent-skills geopandas 834 installs 89 analytics-data-analysis mindrally/skills analytics data analysis 823 installs 90 notebooklm sickn33/antigravity-awesome-skills notebooklm 802 installs 91 dune duneanalytics/skills dune 801 installs 92 machine-learning-engineer 404kidwiz/claude-supercode-skills machine learning engineer 791 installs 93 senior-ml-engineer davila7/claude-code-templates senior ml engineer 786 installs 94 turboquant-pytorch aradotso/trending-skills turboquant pytorch 782 installs 95 torchcode-pytorch-interview-practice aradotso/trending-skills torchcode pytorch interview practice 762 installs 96 wildworld-dataset aradotso/trending-skills wildworld dataset 747 installs 97 harvard-art-museums-data-engineering-analytics aradotso/data-skills Agent skill from aradotso/data-skills. 742 installs 98 campaign-analytics alirezarezvani/claude-skills Analyzes campaign performance with multi-touch attribution, funnel conversion analysis, and ROI calculation for marketing optimiz… 737 installs 99 coinmarketcap-diamonds-premium-analytics aradotso/data-skills Agent skill from aradotso/data-skills. 724 installs 100 ml-paper-writing orchestra-research/ai-research-skills ml paper writing 723 installs Showing the top 100 of 210 — browse and filter all agent skills.
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Frequently asked questions
What are the best data science & ml skills for coding agents?
Ranked by real installs, the current top data science & ml skills are: azure-kusto (470k installs), paper-context-resolver (141k installs), xlsx (139k installs), azure-observability (98k installs), analytics-tracking (58k installs).
How do I install a data science & ml skill?
Copy the install command from the skill's page — for example: npx -y skills add https://github.com/microsoft/azure-skills --skill azure-kusto --agent claude-code. Skills follow the open SKILL.md standard, so they work with Claude Code, Codex, Cursor, Gemini CLI, and other compatible agents.
How many data science & ml skills are listed here?
210 data science & ml skills are currently tracked, with metrics (installs, stars, last-update dates) sourced from GitHub and package registries and refreshed continuously.