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Data analysis
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 49 | Builds interactive Vega-Lite charts from uploaded data: analyzes the fields, picks five to ten fitting chart types, and produces a React artifact with the data embedded inline. | oaustegard/ | 150 | — | ~2.1k | Automated safety check: Pass | MIT | yesterday |
| 50 | A skill your agent uses when the user has a known, already-observed anomaly in their data — a metric spike or drop, an outlier, an unexpected number — and wants its root cause diagnosed, not guessed. | gaasher/ | 174 | — | ~2.1k | Automated safety check: Pass | MIT | 3 mo ago |
| 51 | Triggers when the master Agent faces a multi-step complex task and is deciding whether / how to outsource sub-tasks to built-in subagents (browser / doc-editor / data-analyst / extractor /… | OpenLoaf/ | 108 | — | ~1.9k | Automated safety check: Pass | AGPL-3.0 | 4 mo ago |
| 52 | 200以上のファイル形式に対応した探索的データ分析(EDA)スキル. An agent skill from minicoohei/ai-agent-camp. | minicoohei/ | 347 | — | ~3.5k | Automated safety check: Pass | MIT | 2 days ago |
| 53 | Cleans raw or scraped competition data and produces exploratory charts and a figure plan as one stage of a mathematical modeling paper workflow. | yushui2022/ | 453 | 1 repo | ~1.7k | Automated safety check: Pass | MIT | 2 days ago |
| 54 | Queries the openFDA API from Python for drug, device, food and veterinary data: adverse events, recalls, labels, approvals, NDC and UNII lookups. | davila7/ | 32k | 11 repos | ~3.6k | Automated safety check: Pass | MIT | today |
| 55 | Processes physiological signals with NeuroKit2 in Python: ECG, PPG, EEG, EDA, respiration, EMG and EOG, including HRV, events and complexity measures. | davila7/ | 32k | 11 repos | ~3k | Automated safety check: Pass | MIT | today |
| 56 | 56.Pyopenms Python interface to OpenMS for mass spectrometry data analysis. | davila7/ | 32k | 11 repos | ~1.4k | Automated safety check: Pass | MIT | today |
| 57 | Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats. | aipoch/ | 2k | — | ~3.7k | Automated safety check: Pass | MIT | 22 days ago |
| 58 | Installing and using common Python packages in SkillBench containers. | A-EVO-Lab/ | 809 | — | ~556 | Automated safety check: Pass | No licence | 1 mo ago |
| 59 | Pipeline stage that turns a mathematical modeling report into runnable programs per sub-question, frozen numerical results and reviewable evidence files. | WuXinbo-bo/ | 111 | — | ~4.5k | Automated safety check: Pass | MIT | 18 days ago |
| 60 | You MUST use this before any data analysis or investigation - before exploring a dataset, loading or profiling data, running a model, computing a statistic, or testing an idea, and before any… | K-Dense-AI/ | 349 | — | ~2.5k | Automated safety check: Pass | Unknown | 26 days ago |
| 61 | Runs a seven-step quality-control and exploration pipeline on scRNA-seq, CyTOF or flow cytometry data and writes a plain-language report of what it found. | LigphiDonk/ | 738 | 1 repo | ~1.4k | Automated safety check: Pass | MIT | 5 mo ago |
| 62 | Consolidates BERTopic, LDA or NMF topic output into a theory-driven classification framework and writes the final labels back to an Excel file. | TyrealQ/ | 108 | — | ~1k | Automated safety check: Pass | MIT | 16 days ago |
| 63 | Analyzes CSV, Parquet and JSON data with DuckDB, Polars, numpy and matplotlib, preferring a persistent kernel over repeated one-shot processes. | code-yeongyu/ | 70k | — | ~1.4k | Automated safety check: Pass | Unknown | today |
| 64 | Build a sanitized analytics report from your Model Matchmaker usage for community contribution. | coyvalyss1/ | 168 | — | ~1.8k | Automated safety check: Pass | MIT | 16 days ago |
| 65 | Handles vector geospatial data in Python with GeoPandas: reading shapefiles, GeoJSON and GeoPackage, reprojecting, spatial joins, overlays, clipping and maps. | davila7/ | 32k | 10 repos | ~1.8k | Automated safety check: Pass | MIT | today |
| 66 | Creates, inspects, edits and runs Jupyter notebooks, scaffolding experiment or tutorial notebooks from templates and preferring a Jupyter MCP server over raw JSON edits. | Kilo-Org/ | 190 | — | ~1.3k | Automated safety check: Pass | MIT | 11 days ago |
| 67 | Use dspy.RLM (Recursive Language Model) for reasoning over contexts too large to fit in an LLM's working window — entire codebases, long logs, massive documents, or multi-step data exploration that… | intertwine/ | 278 | — | ~1.3k | Automated safety check: Pass | MIT | 1 mo ago |
| 68 | Produces a full business health analysis from sales, finance, inventory and customer CSV files: core KPIs, monthly trends, drill-downs and recommendations. | zj-unicom-ai/ | 359 | — | ~662 | Automated safety check: Pass | MIT | yesterday |
| 69 | Collects and verifies App Store Connect analytics report segments with the asc CLI, checking size and MD5 before handing them off for analysis. | rorkai/ | 1.1k | 1 repo | ~1.9k | Automated safety check: Pass | MIT | 4 days ago |
| 70 | Generates production-ready analysis code in Python, R, SQL. An agent skill from liangdabiao/claude-data-analysis-ultra-main. | liangdabiao/ | 290 | — | ~513 | Automated safety check: Pass | No licence | 5 mo ago |
| 71 | Plugin shim for the mathmodel-skill competition workflow. An agent skill from handsomeZR-netizen/mathmodel-skill. | handsomeZR-netizen/ | 292 | — | ~197 | Automated safety check: Pass | MIT | 13 days ago |
| 72 | 72.Payram Auth Authenticate with a PayRam instance to access merchant dashboard APIs. | PayRam/ | 158 | — | ~2.2k | Automated safety check: Pass | No licence | yesterday |
| 73 | Runs read-only MongoDB finds, aggregations and collection listings against databases named in your .env, choosing the connection by label or index. | evolution-foundation/ | 545 | — | ~1.1k | Automated safety check: Notes | Unknown | 4 mo ago |
| 74 | 74.Denario Multiagent AI system for scientific research assistance that automates research workflows from data analysis to publication. | davila7/ | 32k | 8 repos | ~1.5k | Automated safety check: Notes | MIT | today |
| 75 | 75.XLSX Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. | einverne/ | 121 | 39 repos | ~2.7k | Automated safety check: Pass | Proprietary | 1 mo ago |
| 76 | 76.Harness Use Delegate digital work to agents on the computer paired through Harness; discover Store packages and prepare an agent when needed. | autonomous-ai/ | 381 | — | ~8k | Automated safety check: Pass | Apache-2.0 | today |
| 77 | Perform data analysis tasks including data cleaning, statistical analysis, visualization, and insight generation. | xiaoyuge886/ | 198 | — | ~794 | Automated safety check: Pass | MIT | 2 mo ago |
| 78 | Looks up US and global macro series from St. Louis Fed FRED, such as CPI, GDP, Fed funds, yields, M2 and the dollar index, and reports them with units and dates. | kansoku-trade/ | 328 | — | ~1.1k | Automated safety check: Notes | Unknown | 13 days ago |
| 79 | Detect an existing ML workspace or scaffold a fresh one via python -m skoreskills scaffold --package <pkg. | probabl-ai/ | 138 | — | ~1.5k | Automated safety check: Pass | BSD-3-Clause | yesterday |
| 80 | Query NHGRI-EBI GWAS Catalog for SNP-trait associations. An agent skill from davila7/claude-code-templates. | davila7/ | 32k | 10 repos | ~5k | Automated safety check: Pass | MIT | today |
| 81 | Takes a plain-language dashboard request through brand setup, data exploration, planning, an interactive HTML mock and a Tableau implementation spec. | Kilo-Org/ | 190 | — | ~3.8k | Automated safety check: Notes | MIT | 11 days ago |
| 82 | A skill your agent uses when running and reporting the analysis for an Annals of the American Association of Geographers manuscript — spatial statistics and modeling, remote-sensing accuracy, or… | brycewang-stanford/ | 1.2k | — | ~1.3k | Automated safety check: Pass | MIT | 12 days ago |
| 83 | 83.Repl Use nteract notebooks as a persistent Python REPL. An agent skill from nteract/nteract. | nteract/ | 179 | — | ~1.4k | Automated safety check: Pass | BSD-3-Clause | today |
| 84 | Best practices for analytics, data analysis, and visualization using Python, pandas, matplotlib, seaborn, and Jupyter notebooks. | Mindrally/ | 269 | — | ~1.6k | Automated safety check: Pass | Apache-2.0 | today |
| 85 | This skill should be used when working with CSV files to create interactive data visualizations, generate statistical plots, analyze data distributions, create dashboards, or perform automatic data… | ailabs-393/ | 454 | — | ~2.4k | Automated safety check: Pass | MIT | 11 mo ago |
| 86 | A skill your agent uses to orchestrate a multi-domain research team for literature/evidence research and data analysis. | openJiuwen-ai/ | 156 | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | today |
| 87 | Mine and synthesize real top-journal scenario/vignette experiment patterns for behavioral research. | Drchronx/ | 137 | — | ~1.1k | Automated safety check: Pass | Unknown | 4 mo ago |
| 88 | Queries on-chain data with the Chainbase CLI and tracks crypto social trends: token holders and prices, wallet balances, ENS names, narratives and KOL signals. | internet-court/ | 6.5k | 1 repo | ~2k | Automated safety check: Pass | MIT | 1 mo ago |
| 89 | Analytics engineering across data modeling, dbt, transformation, and semantic layers. | borghei/ | 886 | — | ~3.4k | Automated safety check: Pass | MIT | 2 days ago |
| 90 | Performs exploratory data analysis, statistical analysis, and pattern discovery. | liangdabiao/ | 290 | — | ~2.1k | Automated safety check: Pass | No licence | 5 mo ago |
| 91 | Author and run CAO Python workflow scripts — multi-step, parameterized, fan-out orchestrations executed by cao workflow run. | awslabs/ | 1.4k | — | ~4.3k | Automated safety check: Pass | Apache-2.0 | today |
| 92 | Fetch a regional slice of plasma pQTL summary statistics from the UK Biobank Pharma Proteomics Project (UKB-PPP; Sun 2023 Nature) for a specific (protein, ancestry) measurement. | ClawBio/ | 1.2k | — | ~4.6k | Automated safety check: Pass | MIT | today |
| 93 | A skill your agent uses when the user wants an iterative, self-checking exploratory analysis of a dataset — surfacing findings that are each verified by re-running the computation, not asserted. | gaasher/ | 174 | — | ~1.9k | Automated safety check: Pass | MIT | 3 mo ago |
| 94 | Expert data scientist for advanced analytics, machine learning, and statistical modeling. | davila7/ | 32k | 8 repos | ~2.6k | Automated safety check: Pass | MIT | today |
| 95 | 95.Data Analyst This skill should be used when analyzing CSV datasets, handling missing values through intelligent imputation, and creating interactive dashboards to visualize data trends. | ailabs-393/ | 454 | — | ~2.7k | Automated safety check: Pass | MIT | 11 mo ago |
| 96 | Guidance for analyzing structured data, generating statistics and producing data-driven insights. | vixues/ | 232 | — | ~481 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |