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10 picks · ranked by GitHub stars

Best agent skills for data analysis

The best agent skills for data analysis are Migration, Orca Chat Visuals and Dating Web; Migration leads with 115,623 GitHub stars.

The list covers 136 agent skills in the appsgit catalog, one entry per repository.

Updated · data from GitHub, refreshed daily

Top picks

  1. Rank 1:

    Migration

    JuliusBrussee/caveman

    Implement reversible compatibility-safe transitions.

    Active · last commit Oct 25, 2026

    Data & analysisGo

    Stands out for the most GitHub stars. Migration has 115,623 GitHub stars, has 102,855 installs on skills.sh and runs without an API key.

  2. Rank 2:

    Orca Chat Visuals

    stablyai/orca

    Show a chart, diagram, table, report or mockup inline in this Orca chat as an HTML page.

    Active · last commit Oct 28, 2026

    OfficialData & analysisTypeScript

    Stands out for being published by the vendor itself. Orca Chat Visuals has 108,421 GitHub stars, is published by the vendor itself and runs without an API key.

  3. Rank 3:

    Dating Web

    nexu-io/open-design

    A consumer-feeling dating / matchmaking dashboard — left rail navigation, ticker bar of community signals, headline KPIs, a 30-day mutual-matches bar chart, and a match-rate trend block.

    Active · last commit Oct 28, 2026

    Data & analysisTypeScript

    Stands out for a permissive Apache-2.0 license. Dating Web has 104,489 GitHub stars and runs without an API key.

At a glance

Agent skills for data analysis compared

Ranked by GitHub stars (installs on skills.sh break ties), at most one entry per repository so one project cannot fill the list.

Top 10 picks compared, data as of Oct 28, 2026
AppStands out forLicenseGitHub starsLast commitAPI key
Migrationthe most GitHub starsApache-2.0115,623Oct 25, 2026Not needed
Orca Chat Visualsbeing published by the vendor itselfMIT108,421Oct 28, 2026Not needed
Dating Weba permissive Apache-2.0 licenseApache-2.0104,489Oct 28, 2026Not needed
How It Works–Apache-2.0103,816Oct 28, 2026Not needed
Ruview Quickstarta permissive MIT licenseMIT100,454Oct 26, 2026Not needed
Understand Dashboard–MIT88,650Oct 26, 2026Not needed
Safety Scan–MIT79,852Oct 28, 2026Not needed
Hyperframes Registry–Apache-2.074,225Oct 28, 2026Not needed
Arboreto–MIT55,021Oct 26, 2026Not needed
Analyzing Financial Statements–MIT53,858Oct 24, 2026Not needed

Full ranking

All 10 picks, ranked

Ranked by GitHub stars (installs on skills.sh break ties), at most one entry per repository so one project cannot fill the list.

  1. 1

    Migration

    Implement reversible compatibility-safe transitions.

    Stands out for the most GitHub stars. Migration has 115,623 GitHub stars, has 102,855 installs on skills.sh and runs without an API key.

  2. 2

    Orca Chat Visuals

    Show a chart, diagram, table, report or mockup inline in this Orca chat as an HTML page.

    Stands out for being published by the vendor itself. Orca Chat Visuals has 108,421 GitHub stars, is published by the vendor itself and runs without an API key.

  3. 3

    Dating Web

    A consumer-feeling dating / matchmaking dashboard — left rail navigation, ticker bar of community signals, headline KPIs, a 30-day mutual-matches bar chart, and a match-rate trend block.

    Stands out for a permissive Apache-2.0 license. Dating Web has 104,489 GitHub stars and runs without an API key.

  4. 4

    How It Works

    Explain how claude-mem captures observations, when memory injection kicks in, and where data lives.

    How It Works has 103,816 GitHub stars and runs without an API key.

  5. 5

    Ruview Quickstart

    Onboarding and first-run for RuView (WiFi-DensePose) — Docker demo with simulated data, repo build, and the fastest path to a live sensing dashboard.

    Stands out for a permissive MIT license. Ruview Quickstart has 100,454 GitHub stars and runs without an API key.

  6. 6

    Understand Dashboard

    Launch the interactive web dashboard to visualize a codebase's knowledge graph.

    Understand Dashboard has 88,650 GitHub stars and runs without an API key.

  7. 7

    Safety Scan

    Scan inputs for prompt injection, unsafe content, and adversarial attacks using AIDefence.

    Safety Scan has 79,852 GitHub stars and runs without an API key.

  8. 8

    Hyperframes Registry

    About 450 ready-made HyperFrames blocks and components installed as editable source - transitions, overlays, titles, kinetic type, captions, charts, map overlays, 3D, camera moves.

    Hyperframes Registry has 74,225 GitHub stars, has 1,001,997 installs on skills.sh and runs without an API key.

  9. 9

    Arboreto

    Infers candidate gene regulatory networks from bulk or single-cell expression data using AertsLab Arboreto GRNBoost2 and GENIE3.

    Arboreto has 55,021 GitHub stars and runs without an API key.

  10. 10

    Analyzing Financial Statements

    This skill calculates key financial ratios and metrics from financial statement data for investment analysis.

    Analyzing Financial Statements has 53,858 GitHub stars, is published by the vendor itself and runs without an API key.

FAQ

Questions and answers

Still curious? Email info@appsgit.com.

Do these agent skills need an API key?

None of the 10 picks needs an API key or token according to their published configuration.

Which coding agents work with these skills?

Claude Code (all), Codex (9 of 10), Cursor (6 of 10) and GitHub Copilot (6 of 10). The client list comes from each project's published compatibility data; appsgit does not guess it.

Are any of these agent skills official?

Yes: Orca Chat Visuals and Analyzing Financial Statements are published by the vendor themselves.

How is this list ranked?

Ranked by GitHub stars (installs on skills.sh break ties), at most one entry per repository so one project cannot fill the list.

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