Data skills for Claude
Skills for SQL, databases, and analytics work.
At a glance
This list has 105 skills from 7 public GitHub repos. 64 of them have a license that lets us quote the description. The newest repo update is 2026-10-13. The oldest is 2026-07-24. Most skills come from alirezarezvani (55), ComposioHQ (38), addyosmani (5). Our basic check flagged notes on 4 of them.
Claude reads skills from ~/.claude/skills/. See the Claude skills page and the install guide.
Data skills
Sorted with licensed, described skills first, then by newest repo update.
browser-testing-with-devtools
Tests in real browsers via Chrome DevTools MCP. Use when building or debugging anything that runs in a browser. Use when you need to inspect the DOM, capture...
deprecation-and-migration
Manages deprecation and migration. Use when removing old systems, APIs, or features. Use when migrating users from one implementation to another. Use when mi...
observability-and-instrumentation
Instruments code so production behavior is visible and diagnosable. Use when adding logging, metrics, tracing, or alerting. Use when shipping any feature tha...
performance-optimization
Optimizes application performance across frontend, backend, queries, and databases. Use when performance requirements exist, when you suspect performance reg...
security-and-hardening
Hardens code against vulnerabilities. Use when auditing an input handler for vulnerabilities, when handling user input, authentication, data storage, or exte...
discernment-nudge
After you give a substantive answer or draft that the user may act on - advice or recommendations, drafted artifacts such as goals, plans, pitches, proposa...
migrate-to-shoehorn
Migrate test files from `as` type assertions to @total-typescript/shoehorn. Use when user mentions shoehorn, wants to replace `as` in tests, or needs partial...
supabase
Use when doing ANY task involving Supabase. Triggers: Supabase products (Database, Auth, Edge Functions, Realtime, Storage, Vectors, Cron, Queues); client li...
supabase-postgres-best-practices
Postgres best practices maintained by Supabase, for Postgres running anywhere. Load this skill BEFORE writing or changing anything that lives in a Postgres d...
ab-test-setup
When the user wants to plan, design, or implement an A/B test or experiment. Also use when the user mentions "A/B test," "split test," "experiment," "test th...
ai-security
Use when assessing AI/ML systems for prompt injection, jailbreak vulnerabilities, model inversion risk, data poisoning exposure, or agent tool abuse. Covers ...
analytics-tracking
Set up, audit, and debug analytics tracking implementation - GA4, Google Tag Manager, event taxonomy, conversion tracking, and data quality. Use when build...
app-store-optimization
App Store Optimization (ASO) toolkit for researching keywords, analyzing competitor rankings, generating metadata suggestions, and improving app visibility o...
browser-automation
Use when the user asks to automate browser tasks, scrape websites, fill forms, capture screenshots, extract structured data from web pages, or build web auto...
campaign-analytics
Analyzes campaign performance with multi-touch attribution, funnel conversion analysis, and ROI calculation for marketing optimization. Use when analyzing ma...
cdo-review
/cs:cdo-review <plan> - Decision-driven Chief Data Officer interrogation of any plan that touches training data, data architecture, data productization, or...
chief-data-officer-advisor
Chief Data Officer advisory for startups: AI training data rights and consent provenance, data product strategy (warehouse vs lakehouse vs mesh, build-vs-buy...
chief-data-officer-advisor
Chief Data Officer advisory for startups: AI training data rights and consent provenance, data product strategy (warehouse vs lakehouse vs mesh, build-vs-buy...
ciso-review
/cs:ciso-review <plan> - Risk-paranoid interrogation of any plan that touches data, compliance, or production access. Use when launching features that hand...
commercial-forecaster
Use when building a quarterly bookings forecast, ARR projection, pipeline forecast, NRR projection, or commit/best-case/pipe-only board number - especially...
competitive-teardown
Analyzes competitor products and companies by synthesizing data from pricing pages, app store reviews, job postings, SEO signals, and social media into struc...
context-engine
Loads and manages company context for all C-suite advisor skills. Reads ~/.claude/company-context.md, detects stale context (>90 days), enriches context duri...
customer-success-manager
Monitors customer health, predicts churn risk, and identifies expansion opportunities using weighted scoring models for SaaS customer success. Use when analy...
data-quality-auditor
Audit datasets for completeness, consistency, accuracy, and validity. Profile data distributions, detect anomalies and outliers, surface structural issues, a...
database-designer
Use when the user asks to design database schemas, plan data migrations, optimize queries, choose between SQL and NoSQL, or model data relationships.
database-schema-designer
Use when the user asks to create ERD diagrams, normalize database schemas, design table relationships, or plan schema migrations.
deep-research
Run a disciplined, multi-source research investigation for a high-stakes question or decision - fan-out web search across many channels, parallel sub-agent...
email-template-builder
Build complete transactional email systems: React Email templates, provider integration (Resend, Postmark, SendGrid, AWS SES), preview server, i18n support, ...
embedded-iot-mentor
Mentor for embedded and IoT hardware projects. Helps select MCUs, dev boards, and toolchains, decides where sensor readings end up (phone, PC, dashboard, or ...
engineering-advanced-skills
Index of 37 advanced engineering agent skills for Claude Code, Codex, Gemini CLI, Cursor, OpenClaw. Use when browsing or choosing among the POWERFUL-tier eng...
engineering-skills
Index of the engineering-team skills bundle for Claude Code, Codex, Gemini CLI, Cursor, OpenClaw, and 6 more tools. Architecture, frontend, backend, QA, DevO...
gcp-cloud-architect
Design GCP architectures for startups and enterprises. Use when asked to design Google Cloud infrastructure, deploy to GKE or Cloud Run, configure BigQuery p...
gdpr-dsgvo-expert
GDPR and German DSGVO compliance automation. Scans codebases for privacy risks, generates DPIA documentation, tracks data subject rights requests with Art. 1...
grants
NIH grant research skill for clinical researchers. Grill-me intake (research idea + career stage + preliminary data + environment + submission posture + know...
linkedin-analytics
Use when someone wants to understand their own LinkedIn numbers - which posts worked, why reach dropped, whether a pattern is real, or how to test a hypoth...
market-research
Use when doing upstream market-research methodology - sizing a market as TAM/SAM/SOM computed BOTH top-down and bottoms-up (never a single unsourced number...
marketing-demand-acquisition
Creates demand generation campaigns, optimizes paid ad spend across LinkedIn, Google, and Meta, develops SEO strategies, and structures partnership programs....
marketing-ops
Central router for the marketing skill ecosystem. Use when unsure which marketing skill to use, when orchestrating a multi-skill campaign, or when coordinati...
migration-architect
Zero-downtime migration planning, compatibility validation, and rollback strategy generation. Tools for system, database, and infrastructure migrations with ...
performance-profiler
Systematic performance profiling for Node.js, Python, and Go applications. Identifies CPU, memory, and I/O bottlenecks, generates flamegraphs, analyzes bundl...
pm-skills
Use when coordinating project-delivery work across the 8 project-management sub-skills - sprint/velocity analytics, portfolio health, Jira/JQL, Confluence,...
pricing-strategist
Use when designing or revisiting product pricing - selecting a pricing model (subscription seat-based, usage-based, value-based, freemium, or hybrid), runn...
product-analytics
Use when defining product KPIs, building metric dashboards, running cohort or retention analysis, or interpreting feature adoption trends across product stages.
product-skills
Use when coordinating product work across the 12 bundled product sub-skills (RICE, OKRs, UX research, design tokens, competitive teardown, analytics, experim...
programmatic-seo
When the user wants to create SEO-driven pages at scale using templates and data. Also use when the user mentions "programmatic SEO," "template pages," "page...
rag-architect
Use when the user asks to design a RAG pipeline, choose a chunking strategy or embedding model, pick a vector database, or evaluate retrieval quality (precis...
saas-scaffolder
Generates complete, production-ready SaaS project boilerplate including authentication, database schemas, billing integration, API routes, and a working dash...
schema-markup
When the user wants to implement, audit, or validate structured data (schema markup) on their website. Use when the user mentions 'structured data,' 'schema....
scrum-master
Advanced Scrum Master skill for data-driven agile team analysis and coaching. Use when the user asks about sprint planning, velocity tracking, retrospectives...
security-guidance
PreToolUse security-anti-pattern hook for Claude Code. Catches 12 common security risks (command injection, XSS, SQL injection, unsafe deserialization, GitHu...
senior-architect
This skill should be used when the user asks to "design system architecture", "evaluate microservices vs monolith", "create architecture diagrams", "analyze ...
senior-backend
Designs and implements backend systems including REST APIs, microservices, database architectures, authentication flows, and security hardening. Use when the...
senior-data-engineer
Data engineering skill for building scalable data pipelines, ETL/ELT systems, and data infrastructure. Expertise in Python, SQL, Spark, Airflow, dbt, Kafka, ...
senior-data-scientist
World-class senior data scientist skill specialising in statistical modeling, experiment design, causal inference, and predictive analytics. Covers A/B testi...
senior-security
Use when the user asks for STRIDE threat modeling, DREAD risk scoring, data-flow-diagram threat analysis, or a quick secret scan - or when a security reque...
seo-audit
When the user wants to audit, review, or diagnose SEO issues on their site. Also use when the user mentions "SEO audit," "technical SEO," "why am I not ranki...
ship-gate
Pre-production audit that scans a codebase for security, database, deployment, code quality, AI/LLM, dependency, frontend, and observability issues. Intercep...
snowflake-development
Use when writing Snowflake SQL, building data pipelines with Dynamic Tables or Streams/Tasks, using Cortex AI functions, creating Cortex Agents, writing Snow...
social-media-manager
When the user wants to develop social media strategy, plan content calendars, manage community engagement, or grow their social presence across platforms. Al...
sql-database-assistant
Use when the user asks to write SQL queries, optimize database performance, generate migrations, explore database schemas, or work with ORMs like Prisma, Dri...
universal-scraping-architect
Use for web scraping, crawling, document extraction, API parsing, or building validation-heavy data pipelines using Firecrawl or local Python scripts.
ux-researcher-designer
UX research and design toolkit for Senior UX Designer/Researcher including data-driven persona generation, journey mapping, usability testing frameworks, and...
youtube-full
Use when the user needs YouTube transcripts, video search, channel browsing, playlist extraction, or content monitoring. Trigger phrases: 'get the transcript...
zero-hallucination-coder
Runs a disciplined Discuss -> Map -> Decompose -> Execute -> Verify loop that grounds code in verified structure - no invented APIs, no assumed imports, no...
vercel-react-best-practices
Open the source on GitHub to read what this skill does.
Apify Automation
Open the source on GitHub to read what this skill does.
Apollo Automation
Open the source on GitHub to read what this skill does.
asin-data-api-automation
Open the source on GitHub to read what this skill does.
Attio Automation
Open the source on GitHub to read what this skill does.
big-data-cloud-automation
Open the source on GitHub to read what this skill does.
brightdata-automation
Open the source on GitHub to read what this skill does.
Coinbase Automation
Open the source on GitHub to read what this skill does.
college-football-data-automation
Open the source on GitHub to read what this skill does.
Contentful Automation
Open the source on GitHub to read what this skill does.
crustdata-automation
Open the source on GitHub to read what this skill does.
Customer.io Automation
Open the source on GitHub to read what this skill does.
dadata-ru-automation
Open the source on GitHub to read what this skill does.
datagma-automation
Open the source on GitHub to read what this skill does.
datarobot-automation
Open the source on GitHub to read what this skill does.
Excel Automation
Open the source on GitHub to read what this skill does.
Firecrawl Automation
Open the source on GitHub to read what this skill does.
Gong Automation
Open the source on GitHub to read what this skill does.
google-search-console-automation
Open the source on GitHub to read what this skill does.
googleads-automation
Open the source on GitHub to read what this skill does.
googlebigquery-automation
Open the source on GitHub to read what this skill does.
Instantly Automation
Open the source on GitHub to read what this skill does.
ipdata-co-automation
Open the source on GitHub to read what this skill does.
Lemlist Automation
Open the source on GitHub to read what this skill does.
MailerLite Automation
Open the source on GitHub to read what this skill does.
Microsoft Clarity Automation
Open the source on GitHub to read what this skill does.
microsoft_clarity-automation
Open the source on GitHub to read what this skill does.
Neon Automation
Open the source on GitHub to read what this skill does.
peopledatalabs-automation
Open the source on GitHub to read what this skill does.
PhantomBuster Automation
Open the source on GitHub to read what this skill does.
rosette-text-analytics-automation
Open the source on GitHub to read what this skill does.
simple-analytics-automation
Open the source on GitHub to read what this skill does.
Snowflake Automation
Open the source on GitHub to read what this skill does.
supadata-automation
Open the source on GitHub to read what this skill does.
survey_monkey-automation
Open the source on GitHub to read what this skill does.
twelve-data-automation
Open the source on GitHub to read what this skill does.
Workday Automation
Open the source on GitHub to read what this skill does.
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Questions
What are data skills?
Skills for SQL, databases, and analytics work. Each one is a folder with a SKILL.md file that Claude reads when a task matches.
How do I install a data skill?
Copy the skill folder into ~/.claude/skills/ and start a new Claude session. Each skill page shows the exact command.
Can I trust these skills?
We run a basic automated check for risky patterns. It is not a full audit. Read a skill before you install it.