Skill Finder
The best Claude skills for data analysis
Start with Scientific Agent Skills from K-Dense if you analyze research data: it has the top score here, 80, and its 177 skills teach Claude scientific Python tools such as scanpy, rdkit and pymc. Product teams on Amplitude should start with add-analytics-instrumentation instead. The list also covers Link spending data, sourced research reports, crypto markets and Hugging Face.
The 11 skills made for this job
-
1
Get Scientific Agent SkillsScientific Agent Skills
For researchers who want Claude to run analyses with scientific Python tools in biology, chemistry or statistics. Skip it if your work never touches lab data or research code.
-
2
Get instrument-eventsinstrument-events
For product teams adding Amplitude tracking who want each call placed at the right line of code. Skip it if you haven't run discover-event-surfaces or don't use Amplitude.
-
3 Get diff-intake
diff-intake
For teams adding analytics tracking who want a PR turned into a YAML change brief. Skip it if you just want an ordinary code review of the diff.
-
4 Get add-analytics-instrumentation
add-analytics-instrumentation
For product teams on Amplitude who want a tracking plan drawn from a PR, branch, file or feature. Skip it if you do not use Amplitude.
-
5
Get financial-insightsfinancial-insights
For Link users who want to ask Claude about their spending, balances and connected accounts. Skip it if you don't use Link or would rather not share bank data with an agent.
-
6
Get tavily-researchtavily-research
For people who need a sourced write-up on a market, policy or technology question. Skip it if you want one quick fact or don't have Tavily's tvly CLI set up.
-
7
Get gmgn-portfoliogmgn-portfolio
For crypto traders who want wallet holdings, profit and loss, win rate and dev launch history from GMGN. Skip it if you don't trade on-chain or have no GMGN API key.
-
8 Get gmgn-token
gmgn-token
For meme coin traders who want price, holders, smart money and rug-pull signals for one token address. Skip it if you have no GMGN API key or never trade on-chain.
-
9
Get okx-dex-marketokx-dex-market
For on-chain traders who want read-only DEX prices, holders, smart money feeds and news through OKX OnchainOS. Skip it without the companion OKX wallet skill.
-
10 Get gmgn-market
gmgn-market
For meme coin traders scanning trending tokens, new launchpad coins, candles and live signals via GMGN. Skip it if you want market data without buy-signal framing.
-
11
Get Hugging Face SkillsHugging Face Skills
For ML developers who want Claude to use the Hugging Face Hub, train models and ship demos. Skip it if you don't work with models or datasets on Hugging Face.
Also useful for data
Their main job is something else, but they help with this one.
-
Get xlsxxlsx
For people who want Claude to produce or repair Excel files whose formulas still work. Skip it if the result should be a Google Sheet, a written report or a database.
-
Get eas-update-insightseas-update-insights
For Expo teams who ship over-the-air updates and want crash and adoption numbers in the terminal or CI. Skip it if you need per-user crash reports or don't use EAS Update.
-
Get firecrawl-searchfirecrawl-search
For people who want Claude to search the web from the terminal and keep results with excerpts as JSON. Skip it if you do not want to spend credits per search.
-
Get firecrawl-agent
firecrawl-agent
For people who need structured data pulled from sites that take many pages to navigate. Skip it if one page scrape is enough or you won't pay for Firecrawl credits.
-
Get firecrawl-scrape
firecrawl-scrape
For people who have a URL and want its content as markdown or typed JSON. Skip it if you still need to find the pages or must click through forms.
-
Get clickhouse-best-practicesclickhouse-best-practices
For teams designing or reviewing ClickHouse tables, queries and inserts against the vendor's own rules. Skip it if you don't run ClickHouse.
-
Get ARIS (Auto Research In Sleep)ARIS (Auto Research In Sleep)
For ML researchers who want agents to plan experiments, review drafts with a second model and outline papers. Skip it if you don't want drafts sent to another provider.
-
Get amazon-product-researchamazon-product-research
For Amazon sellers who want a scored go or no-go on a product idea from public web data. Skip it if you need real sales figures from seller tools.
-
Get diagram-designdiagram-design
For people who want clean, on-brand diagrams and charts as single HTML files with inline SVG. Skip it if a quick Mermaid sketch or ASCII drawing is all you need.
-
Get seoseo
For site owners who want SEO answers from their own Search Console, Analytics and Bing data. Skip it if you won't connect those accounts or only need a generic checklist.
-
Get Claude AdsClaude Ads
For paid media managers who want evidence-based audits and plans across 12 ad platforms. Skip it if you run no ads or want an agent that edits campaigns without approval.
How to choose
Scientific Agent Skills mostly wraps one library per skill, from astropy to qiskit. Its pymc member walks through priors, seeded sampling and model checks. It needs Python 3.12 or newer and network access, and tells Claude to add a library's citation when a skill feeds a paper.
The Amplitude skills work as a chain. diff-intake turns a pull request into a YAML change brief, discover-event-surfaces lists event candidates, and instrument-events writes a trackingPlan JSON with file paths and code. add-analytics-instrumentation runs the chain and needs an Amplitude project plus those companion skills.
financial-insights answers questions about your spending, balances and connected accounts from a Stripe Link wallet through link-cli. All its commands are read-only, and it is told never to show tokens or full account details. Skip it if you do not use Link.
tavily-research builds a sourced report by splitting a topic into subtopics and searching each, and needs the tvly CLI. Four picks read crypto markets: gmgn-portfolio, gmgn-token and gmgn-market need a GMGN API key, and okx-dex-market uses the OKX OnchainOS CLI. At least one scanner rated gmgn-token and gmgn-market high risk.
Hugging Face Skills use the hf CLI for models and datasets, train models and build Gradio demos, and need a Hugging Face token. Secondary picks include xlsx for Excel files, the Firecrawl skills for web data, ARIS for ML research, and clickhouse-best-practices for ClickHouse queries.