Analyze datasets
Discover skills for inspecting CSVs, summarizing datasets, creating charts, validating metrics, and helping agents reason over structured data.
Builders choosing skills for profile a dataset and generate charts. Ranked from the OpenAgentSkill index using quality, trust, freshness, adoption, and install readiness.
Search intent
These pages are generated from real registry records. The list below is not a generic article; every row links to a skill profile with install, trust, audit, and risk fields.
微舆：人人可用的多Agent舆情分析助手，打破信息茧房，还原舆情原貌，预测未来走向，辅助决策！从0实现，不依赖任何框架。
Excellent quality, 42K stars, and a 23 use-case fit score.
Best suited scenario
Load tabular data
$ npx skills add 666ghj/BettaFishTurn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 160,000+ scientists worldwide. 140 ready-to-use skills plus 100+ scientific databases covering biology, chemistry, medicine, and drug discovery. Compatible with Cursor, Claude Code, Codex, Pi, Antigravity, and the open Agent Skills standard.
Excellent quality, 33K stars, and a 23 use-case fit score.
Best suited scenario
Load tabular data
$ npx skills add K-Dense-AI/scientific-agent-skillsA reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.
Excellent quality, 21K stars, and a 20 use-case fit score.
Best suited scenario
Load tabular data
$ npx skills add marimo-team/marimoWebGL2 powered visualization framework
Excellent quality, 14K stars, and a 20 use-case fit score.
Best suited scenario
Load tabular data
$ npx skills add visgl/deck.glVisually explore, understand, and present your data.
Excellent quality, 7.1K stars, and a 19 use-case fit score.
Best suited scenario
Load tabular data
$ npx skills add microsoft/SandDanceThis is a database of 300.000+ symbols containing Equities, ETFs, Funds, Indices, Currencies, Cryptocurrencies and Money Markets.
Excellent quality, 7.9K stars, and a 18 use-case fit score.
Best suited scenario
Retrieve market data
$ npx skills add JerBouma/FinanceDatabaseMarketing skills for Claude Code and AI agents. CRO, copywriting, SEO, analytics, and growth engineering.
Excellent quality, 41K stars, and a 18 use-case fit score.
Best suited scenario
Collect channel signals
$ npx skills add coreyhaines31/marketingskillsTurns Data and AI algorithms into production-ready web applications in no time.
Excellent quality, 19K stars, and a 17 use-case fit score.
Best suited scenario
Inspect source files
$ npx skills add Avaiga/taipyUnofficial Python API and agentic skill for Google NotebookLM. Full programmatic access to NotebookLM's features—including capabilities the web UI doesn't expose—via Python, CLI, and AI agents like Claude Code, Codex, and OpenClaw.
Excellent quality, 18K stars, and a 17 use-case fit score.
Best suited scenario
Inspect source files
$ npx skills add teng-lin/notebooklm-pyThe backtesting engine that gives you an unfair advantage. Run thousands of trading ideas before others finish one.
Excellent quality, 7.9K stars, and a 16 use-case fit score.
Best suited scenario
Retrieve market data
$ npx skills add polakowo/vectorbtProduction-grade engineering skills for AI coding agents.
Excellent quality, 81K stars, and a 16 use-case fit score.
Best suited scenario
Inspect source files
$ npx skills add addyosmani/agent-skillsReview a branch or diff against repository standards and the originating spec in two independent analysis passes.
Excellent quality, 169K stars, and a 16 use-case fit score.
Best suited scenario
Inspect source files
$ npx skills add mattpocock/skills --skill code-reviewA relentless interview that pressure-tests a plan against the codebase, sharpens domain language, and updates CONTEXT.md and ADRs when decisions become durable.
Excellent quality, 165K stars, and a 16 use-case fit score.
Best suited scenario
Inspect source files
$ npx skills add mattpocock/skills --skill grill-with-docsGuidance for distinctive, intentional UI design, typography, visual direction, and non-template-like product interfaces.
Excellent quality, 166K stars, and a 16 use-case fit score.
Best suited scenario
Inspect visual requirements
$ npx skills add anthropics/skills --skill frontend-designTurn the current conversation and codebase context into a structured implementation spec, then publish it to the configured project issue tracker.
Excellent quality, 165K stars, and a 16 use-case fit score.
Best suited scenario
Inspect source files
$ npx skills add mattpocock/skills --skill to-specBreak a plan, spec, or conversation into independently actionable tracer-bullet tickets with explicit blocking relationships.
Excellent quality, 177K stars, and a 16 use-case fit score.
Best suited scenario
Inspect source files
$ npx skills add mattpocock/skills --skill to-ticketsUse Playwright to interact with and test local web applications, capture screenshots, debug UI behavior, and inspect browser logs.
Excellent quality, 166K stars, and a 16 use-case fit score.
Best suited scenario
Navigate pages
$ npx skills add anthropics/skills --skill webapp-testingBring a coding agent directly into the terminal
Excellent quality, 106K stars, and a 16 use-case fit score.
Best suited scenario
Inspect source files
$ npx skills add google-gemini/gemini-cliAn agentic skills framework & software development methodology that works.
Excellent quality, 257K stars, and a 16 use-case fit score.
Best suited scenario
Inspect repository metadata
$ npx skills add obra/superpowersImplement work from an approved spec or ticket set, run focused and full tests, invoke code review, and commit the result to the current branch.
Excellent quality, 176K stars, and a 16 use-case fit score.
Best suited scenario
Inspect source files
$ npx skills add mattpocock/skills --skill implementCreate original visual art, posters, PNG assets, and PDF documents through a clear design philosophy.
Excellent quality, 166K stars, and a 16 use-case fit score.
Best suited scenario
Read uploaded files
$ npx skills add anthropics/skills --skill canvas-designA tool that converts codebases, SQL schemas, and other files into queryable knowledge graphs for AI coding assistants.
Excellent quality, 92K stars, and a 16 use-case fit score.
Best suited scenario
Understand table relationships
$ npx skills add Graphify-Labs/graphify🌐 Make websites accessible for AI agents. Automate tasks online with ease.
Excellent quality, 99K stars, and a 16 use-case fit score.
Best suited scenario
Navigate pages
$ npx skills add browser-use/browser-useApply Anthropic official brand colors, typography, and visual standards to appropriate Anthropic-related artifacts.
Excellent quality, 166K stars, and a 16 use-case fit score.
Best suited scenario
Inspect visual requirements
$ npx skills add anthropics/skills --skill brand-guidelinesLightweight coding agent that runs in your terminal
Excellent quality, 91K stars, and a 16 use-case fit score.
Best suited scenario
Inspect source files
$ npx skills add openai/codex🪨 why use many token when few token do trick — Claude Code skill that cuts 65% of tokens by talking like caveman
Excellent quality, 91K stars, and a 16 use-case fit score.
Best suited scenario
Inspect source files
$ npx skills add JuliusBrussee/cavemanA single CLAUDE.md file to improve Claude Code behavior, derived from Andrej Karpathy's observations on LLM coding pitfalls.
Excellent quality, 175K stars, and a 16 use-case fit score.
Best suited scenario
Inspect source files
$ npx skills add multica-ai/andrej-karpathy-skillsAn AI agent skill that provides design intelligence and UI/UX guidelines for building professional interfaces across multiple platforms.
Excellent quality, 107K stars, and a 16 use-case fit score.
Best suited scenario
Navigate pages
$ npx skills add nextlevelbuilder/ui-ux-pro-max-skill🎨 Local-first, open-source Claude Design alternative. 🖥️ Native desktop app. ⚡ 259+ Skills · ✨ 142+ Design Systems 🖼️ Web · desktop · mobile prototypes · slides · images · videos · HyperFrames 📦 Sandboxed preview · HTML/PDF/PPTX/MP4 export 🤖 Claude Code / OpenClaw / Codex / Cursor / OpenCode / Qwen / Copilot / Hermes / Kimi & 17+ CLIs.
Excellent quality, 83K stars, and a 16 use-case fit score.
Best suited scenario
Inspect source files
$ npx skills add nexu-io/open-designMakes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.
Excellent quality, 86K stars, and a 16 use-case fit score.
Best suited scenario
Inspect source files
$ npx skills add DietrichGebert/ponytailSelection method
OpenAgentSkill scores each candidate against the workflow keywords, then balances fit with GitHub stars, quality signals, trust profile, Agent Proven outcome evidence, maintenance freshness, and whether there is a clear install path.
The ranking combines workflow fit, quality score, trust profile, GitHub adoption, maintenance freshness, and whether a clear install path exists.
No. Treat the list as a shortlist, open the skill detail page, inspect the repository and license, then test the install command in a sandbox workflow.
Yes. Use /api/skills/search with the related task or /api/agent/rankings?slug=best-data-analysis-skills to fetch ranked skill data.
Analyze datasets
Discover skills for inspecting CSVs, summarizing datasets, creating charts, validating metrics, and helping agents reason over structured data.
Builders choosing skills for profile a dataset and generate charts. Ranked from the OpenAgentSkill index using quality, trust, freshness, adoption, and install readiness.
Search intent
These pages are generated from real registry records. The list below is not a generic article; every row links to a skill profile with install, trust, audit, and risk fields.
微舆：人人可用的多Agent舆情分析助手，打破信息茧房，还原舆情原貌，预测未来走向，辅助决策！从0实现，不依赖任何框架。
Excellent quality, 42K stars, and a 23 use-case fit score.
Best suited scenario
Load tabular data
$ npx skills add 666ghj/BettaFishTurn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 160,000+ scientists worldwide. 140 ready-to-use skills plus 100+ scientific databases covering biology, chemistry, medicine, and drug discovery. Compatible with Cursor, Claude Code, Codex, Pi, Antigravity, and the open Agent Skills standard.
Excellent quality, 33K stars, and a 23 use-case fit score.
Best suited scenario
Load tabular data
$ npx skills add K-Dense-AI/scientific-agent-skillsA reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.
Excellent quality, 21K stars, and a 20 use-case fit score.
Best suited scenario
Load tabular data
$ npx skills add marimo-team/marimoWebGL2 powered visualization framework
Excellent quality, 14K stars, and a 20 use-case fit score.
Best suited scenario
Load tabular data
$ npx skills add visgl/deck.glVisually explore, understand, and present your data.
Excellent quality, 7.1K stars, and a 19 use-case fit score.
Best suited scenario
Load tabular data
$ npx skills add microsoft/SandDanceThis is a database of 300.000+ symbols containing Equities, ETFs, Funds, Indices, Currencies, Cryptocurrencies and Money Markets.
Excellent quality, 7.9K stars, and a 18 use-case fit score.
Best suited scenario
Retrieve market data
$ npx skills add JerBouma/FinanceDatabaseMarketing skills for Claude Code and AI agents. CRO, copywriting, SEO, analytics, and growth engineering.
Excellent quality, 41K stars, and a 18 use-case fit score.
Best suited scenario
Collect channel signals
$ npx skills add coreyhaines31/marketingskillsTurns Data and AI algorithms into production-ready web applications in no time.
Excellent quality, 19K stars, and a 17 use-case fit score.
Best suited scenario
Inspect source files
$ npx skills add Avaiga/taipyUnofficial Python API and agentic skill for Google NotebookLM. Full programmatic access to NotebookLM's features—including capabilities the web UI doesn't expose—via Python, CLI, and AI agents like Claude Code, Codex, and OpenClaw.
Excellent quality, 18K stars, and a 17 use-case fit score.
Best suited scenario
Inspect source files
$ npx skills add teng-lin/notebooklm-pyThe backtesting engine that gives you an unfair advantage. Run thousands of trading ideas before others finish one.
Excellent quality, 7.9K stars, and a 16 use-case fit score.
Best suited scenario
Retrieve market data
$ npx skills add polakowo/vectorbtProduction-grade engineering skills for AI coding agents.
Excellent quality, 81K stars, and a 16 use-case fit score.
Best suited scenario
Inspect source files
$ npx skills add addyosmani/agent-skillsReview a branch or diff against repository standards and the originating spec in two independent analysis passes.
Excellent quality, 169K stars, and a 16 use-case fit score.
Best suited scenario
Inspect source files
$ npx skills add mattpocock/skills --skill code-reviewA relentless interview that pressure-tests a plan against the codebase, sharpens domain language, and updates CONTEXT.md and ADRs when decisions become durable.
Excellent quality, 165K stars, and a 16 use-case fit score.
Best suited scenario
Inspect source files
$ npx skills add mattpocock/skills --skill grill-with-docsGuidance for distinctive, intentional UI design, typography, visual direction, and non-template-like product interfaces.
Excellent quality, 166K stars, and a 16 use-case fit score.
Best suited scenario
Inspect visual requirements
$ npx skills add anthropics/skills --skill frontend-designTurn the current conversation and codebase context into a structured implementation spec, then publish it to the configured project issue tracker.
Excellent quality, 165K stars, and a 16 use-case fit score.
Best suited scenario
Inspect source files
$ npx skills add mattpocock/skills --skill to-specBreak a plan, spec, or conversation into independently actionable tracer-bullet tickets with explicit blocking relationships.
Excellent quality, 177K stars, and a 16 use-case fit score.
Best suited scenario
Inspect source files
$ npx skills add mattpocock/skills --skill to-ticketsUse Playwright to interact with and test local web applications, capture screenshots, debug UI behavior, and inspect browser logs.
Excellent quality, 166K stars, and a 16 use-case fit score.
Best suited scenario
Navigate pages
$ npx skills add anthropics/skills --skill webapp-testingBring a coding agent directly into the terminal
Excellent quality, 106K stars, and a 16 use-case fit score.
Best suited scenario
Inspect source files
$ npx skills add google-gemini/gemini-cliAn agentic skills framework & software development methodology that works.
Excellent quality, 257K stars, and a 16 use-case fit score.
Best suited scenario
Inspect repository metadata
$ npx skills add obra/superpowersImplement work from an approved spec or ticket set, run focused and full tests, invoke code review, and commit the result to the current branch.
Excellent quality, 176K stars, and a 16 use-case fit score.
Best suited scenario
Inspect source files
$ npx skills add mattpocock/skills --skill implementCreate original visual art, posters, PNG assets, and PDF documents through a clear design philosophy.
Excellent quality, 166K stars, and a 16 use-case fit score.
Best suited scenario
Read uploaded files
$ npx skills add anthropics/skills --skill canvas-designA tool that converts codebases, SQL schemas, and other files into queryable knowledge graphs for AI coding assistants.
Excellent quality, 92K stars, and a 16 use-case fit score.
Best suited scenario
Understand table relationships
$ npx skills add Graphify-Labs/graphify🌐 Make websites accessible for AI agents. Automate tasks online with ease.
Excellent quality, 99K stars, and a 16 use-case fit score.
Best suited scenario
Navigate pages
$ npx skills add browser-use/browser-useApply Anthropic official brand colors, typography, and visual standards to appropriate Anthropic-related artifacts.
Excellent quality, 166K stars, and a 16 use-case fit score.
Best suited scenario
Inspect visual requirements
$ npx skills add anthropics/skills --skill brand-guidelinesLightweight coding agent that runs in your terminal
Excellent quality, 91K stars, and a 16 use-case fit score.
Best suited scenario
Inspect source files
$ npx skills add openai/codex🪨 why use many token when few token do trick — Claude Code skill that cuts 65% of tokens by talking like caveman
Excellent quality, 91K stars, and a 16 use-case fit score.
Best suited scenario
Inspect source files
$ npx skills add JuliusBrussee/cavemanA single CLAUDE.md file to improve Claude Code behavior, derived from Andrej Karpathy's observations on LLM coding pitfalls.
Excellent quality, 175K stars, and a 16 use-case fit score.
Best suited scenario
Inspect source files
$ npx skills add multica-ai/andrej-karpathy-skillsAn AI agent skill that provides design intelligence and UI/UX guidelines for building professional interfaces across multiple platforms.
Excellent quality, 107K stars, and a 16 use-case fit score.
Best suited scenario
Navigate pages
$ npx skills add nextlevelbuilder/ui-ux-pro-max-skill🎨 Local-first, open-source Claude Design alternative. 🖥️ Native desktop app. ⚡ 259+ Skills · ✨ 142+ Design Systems 🖼️ Web · desktop · mobile prototypes · slides · images · videos · HyperFrames 📦 Sandboxed preview · HTML/PDF/PPTX/MP4 export 🤖 Claude Code / OpenClaw / Codex / Cursor / OpenCode / Qwen / Copilot / Hermes / Kimi & 17+ CLIs.
Excellent quality, 83K stars, and a 16 use-case fit score.
Best suited scenario
Inspect source files
$ npx skills add nexu-io/open-designMakes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.
Excellent quality, 86K stars, and a 16 use-case fit score.
Best suited scenario
Inspect source files
$ npx skills add DietrichGebert/ponytailSelection method
OpenAgentSkill scores each candidate against the workflow keywords, then balances fit with GitHub stars, quality signals, trust profile, Agent Proven outcome evidence, maintenance freshness, and whether there is a clear install path.
The ranking combines workflow fit, quality score, trust profile, GitHub adoption, maintenance freshness, and whether a clear install path exists.
No. Treat the list as a shortlist, open the skill detail page, inspect the repository and license, then test the install command in a sandbox workflow.
Yes. Use /api/skills/search with the related task or /api/agent/rankings?slug=best-data-analysis-skills to fetch ranked skill data.