Data & Analytics
Data agent skills make AI agents useful for data work: writing SQL, cleaning datasets, building pipelines, working with spreadsheets, and producing analyses. Each skill is a reviewed SKILL.md file that teaches the agent one workflow well, ready to install in seconds.
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lord1egypt Skill Web Application Fuzzing AutomationBuild and execute customized automated attacks against web applications. Use this skill when: systematically enumerating valid identifiers (userids, document IDs, session tokens) by iterating through a parameter range and detecting hits via HTTP status code, response length, response time, Location header, Set-Cookie header, or grep expression; harvesting sensitive data at scale from access-control-flawed endpoints; fuzzing every request parameter with a universal payload kit covering SQL injection (`'`, `'--`, `'; waitfor delay '0:30:0'--`), XSS (`xsstest`, `"><script>alert('xss')</script>`), OS command injection (`|| ping -i 30 127.0.0.1 ; x || ping -n 30 127.0.0.1 &` and separator variants), path traversal (`../../../../../../etc/passwd`, `../../../../../../boot.ini`), script injection (`;echo 111111`, `response.write 111111`), and remote file inclusion (`http://<your-server>/`); selecting the correct Burp Intruder attack type: Sniper (one position cycled through all payloads), Battering Ram (same payload
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lord1egypt Skill Analyzing DataQueries data warehouse and answers business questions about data. Handles questions requiring database/warehouse queries including "who uses X", "how many Y", "show me Z", "find customers", "what is the count", data lookups, metrics, trends, or SQL analysis.
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lord1egypt Skill Analytics ExpertThis skill should be used when users need help analyzing content analytics data, creating reports, identifying trends, calculating ROI, or providing content optimization recommendations. It activates when users ask analytics questions, request reports, need performance analysis, ROI calculations, trend identification, or content optimization recommendations.
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lord1egypt Skill Aicoin MarketCrypto market data from AiCoin Open API v3 — 200+ exchanges, real-time. Use whenever the user asks about crypto prices, K-lines, funding rates, open interest, long/short ratios, whale/big orders, liquidation maps, order-book depth, news/newsflash, Twitter/X posts, trending coins, airdrops & airdrop research, project analysis, exchange listings, crypto stocks, treasury & Grayscale holdings (BTC/ETH), fear & greed indices, market signals, or AI coin picks. Triggers: 'BTC price', '查行情', '看价格', '大饼多少钱', 'K线', '资金费率', '多空比', '持仓量', '鲸鱼单', '大单', '清算', 'liquidation map', '深度', '快讯', '推特', '热门币', 'trending', '空投', '空投研报', '项目分析', '上了哪些交易所', 'ETF', '监管', '灰度', '国库', '上市公司持币', '恐慌贪婪指数'. ALWAYS run the script for real data — NEVER invent prices or use web_search/web_fetch/browser for crypto data. Use aicoin-hyperliquid for HL whale/trader analytics, aicoin-trading for CEX orders, aicoin-freqtrade for bots, aicoin-onchain for DEX swaps.
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lord1egypt Skill Analytics Data AnalysisImplement analytics, data analysis, and visualization best practices using Python, Jupyter, and modern data tools.
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lord1egypt Skill Aicoin HyperliquidHyperliquid on-chain perpetuals analytics from AiCoin Open API v3 — the primary source for on-chain whale / smart-money / large-fund movement. Use this skill when the user asks about: Hyperliquid whale positions, HL liquidations, HL open interest, HL trader analytics, HL taker flow, HL funding history, AND generic on-chain whale activity — '链上大资金动向', '链上鲸鱼', '聪明钱', '大户在干嘛', 'on-chain whale', 'smart money', 'Hyperliquid大户', 'HL鲸鱼', 'HL持仓', 'HL清算', 'HL持仓量', 'HL交易员', 'HL 资金费率' — because HL is the deepest on-chain perp venue and AiCoin exposes its whale positions / events / liquidations / trader stats without needing any wallet key. For general crypto prices/news use aicoin-market; for DEX swaps / wallets use aicoin-onchain; for CEX trading use aicoin-trading; for Freqtrade use aicoin-freqtrade.
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lord1egypt Skill Analytics MetricsBuild data visualization and analytics dashboards. Use when creating charts, KPI displays, metrics dashboards, or data visualization components. Triggers on analytics, dashboard, charts, metrics, KPI, data visualization, Recharts.
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lord1egypt Skill Altimate Data Engineering SkillsClaude Code skills for analytics and data engineers working with dbt, Snowflake, and data pipelines
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joshuashepherd Skill Paratext AuthorWrite missing or stub paratext for any platform surface — books, courses, podcast episodes — in Alan Hirsch's voice. Queries the database for gaps, writes content, and updates via SQL. Use after running /paratext-audit to fill what it found.
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joshuashepherd Skill Analytics AuditAudit the analytics implementation across all providers (GA4, PostHog, Vercel Analytics, Supabase) — verifies events fire correctly, tenant_id is set on all events, no duplicates, user identity is wired, and privacy/GDPR compliance is met.
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joshuashepherd Bundle Movement Leader Harvest ManifestBuild or reconcile harvest-manifest.json from an existing movement leader content set — docs/harvest markdown, legacy docs/articles|videos, CSV/JSON catalogs, and LINK-only media rows. Classifies type/disposition, assigns stable ids, validates file paths for ZenWrite bundle upload and pnpm harvest:ingest. Use when creating a manifest, fixing manifest drift, preparing a harvest zip, or mapping a folder of files to ingest-ready rows for any leader slug.
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joshuashepherd Skill Supabase AnalyticsSet up Supabase-native analytics for this multi-tenant platform — custom analytics_events table (RLS-scoped per org), per-tenant views, pg_stat_statements for query performance, and Logflare for log analytics.
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joshuashepherd Skill Movemental Tenant ProvisionProvision Movemental movement-leader tenants end-to-end on Supabase — runs Phase 0 prerequisite security/auth gates first, then per-leader identity → auth user → user_profile → owned org → owner membership. Targets the canonical author cohort (Alan Hirsch, Brad Brisco, Liz Rios, Rowland Smith, JR Woodward, Lucas Pulley, Jamie Roach) and the Movemental admin org. Use when asked to "wire up Movemental tenants", "onboard a movement leader", "provision the author orgs", or "run the tenant-wiring prompt".
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jorcan Bundle Segment CdpExpert patterns for Segment Customer Data Platform including Analytics.js, server-side tracking, tracking plans with Protocols, identity resolution, destinations configuration, and data governance ...
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jorcan Bundle XLSX OfficialComprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, ....
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jorcan Bundle Data ScientistExpert data scientist for advanced analytics, machine learning, and statistical modeling. Handles complex data analysis, predictive modeling, and business intelligence.
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jorcan Bundle Data StorytellingTransform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data reports, or building executive present...
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jorcan Bundle Sendgrid AutomationAutomate SendGrid email operations including sending emails, managing contacts/lists, sender identities, templates, and analytics via Rube MCP (Composio). Always search tools first for current sche...
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jorcan Bundle Supabase AutomationAutomate Supabase database queries, table management, project administration, storage, edge functions, and SQL execution via Rube MCP (Composio). Always search tools first for current schemas.
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jorcan Bundle Hugging Face DatasetsCreate and manage datasets on Hugging Face Hub. Supports initializing repos, defining configs/system prompts, streaming row updates, and SQL-based dataset querying/transformation. Designed to work alongside HF MCP server for comprehensive dataset workflows.
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jorcan Bundle SQL Injection TestingThis skill should be used when the user asks to "test for SQL injection vulnerabilities", "perform SQLi attacks", "bypass authentication using SQL injection", "extract database inform...
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jorcan Bundle Google Sheets AutomationRead and write Google Sheets spreadsheets - get content, update cells, append rows, fetch specific ranges, search for spreadsheets, and view metadata. Use when user asks to: read a spreadsheet, update cells, add data to Google Sheets, find a spreadsheet, check sheet...
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jorcan Bundle SQL Optimization PatternsMaster SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries. Use when debugging slow queries, designing database...
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jorcan Bundle Sqlmap Database PentestingThis skill should be used when the user asks to "automate SQL injection testing," "enumerate database structure," "extract database credentials using sqlmap," "dump tables and columns...
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jorcan Bundle Dbt Transformation PatternsMaster dbt (data build tool) for analytics engineering with model organization, testing, documentation, and incremental strategies. Use when building data transformations, creating data models, or ...
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jorcan Bundle Hugging Face Dataset ViewerUse this skill for Hugging Face Dataset Viewer API workflows that fetch subset/split metadata, paginate rows, search text, apply filters, download parquet URLs, and read size or statistics.
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mhassan0000 Bundle Data ReportTurns CSV, Excel, or JSON data into a polished visual report page.
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mhassan0000 Skill PolarsFast in-memory DataFrame library for datasets that fit in RAM. Use when pandas is too slow but data still fits in memory. Lazy evaluation, parallel execution, Apache Arrow backend. Best for 1-100GB datasets, ETL pipelines, faster pandas replacement. For larger-than-RAM data use dask or vaex.
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mhassan0000 Bundle Postgresql CLIPostgreSQL interactive terminal (psql) reference and usage guide. Use this skill whenever the user mentions psql, PostgreSQL command-line client, backslash commands, meta-commands, \d commands, database inspection, SQL scripting in PostgreSQL, importing/exporting data with psql, \copy,...
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mhassan0000 Skill API IntegrationDesigns event-driven architectures, webhook systems, API chaining flows, ETL pipelines, and integration patterns between services. Use whenever the user asks about webhooks, event streaming, API composition, connecting two or more APIs, building pipelines, Pub/Sub, Kafka topics, ETL...
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mhassan0000 Bundle Security GuidancePreToolUse security-anti-pattern hook for Claude Code. Catches 12 common security risks (command injection, XSS, SQL injection, unsafe deserialization, GitHub Actions workflow injection, eval/new Function code injection) BEFORE the Edit/Write/MultiEdit operation completes. Session-state caching prevents duplicate warnings on the same file+rule combo. Stdlib only — no dependencies. Use when you want a safety net during Claude Code sessions that touch security-sensitive code (auth, payments, user input handling, IaC). Disable with ENABLE_SECURITY_REMINDER=0 if you need to perform a verified-safe operation that would otherwise trip a pattern. Triggers — "add security hook", "block unsafe code", "detect command injection before write", "prevent SQL injection patterns", "security warning hook".
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mhassan0000 Skill Hugging Face DatasetsCreate and manage datasets on Hugging Face Hub. Supports initializing repos, defining configs/system prompts, streaming row updates, and SQL-based dataset querying/transformation. Designed to work alongside HF MCP server for comprehensive dataset workflows.
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mhassan0000 Skill Monte Carlo Analyze Root CauseInvestigate data incidents and find root causes using Monte Carlo's observability data. Guides the agent through systematic investigation: alert lookup, lineage tracing, ETL checks, query analysis, and data profiling. Activates when a user asks about data issues, incidents, alerts, or...
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demerzels-lab Bundle Molt TrustThe Analytics Engine for Moltbook. Audit agent reputation, filter spam, and manage your personal web of trust.
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demerzels-lab Bundle Sheet CogSpreadsheet generation powered by CellCog. Create Excel files, financial models, budget templates, data trackers, calculations, projections, XLSX files. AI-powered spreadsheet builder.
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demerzels-lab Bundle X Platform Agent TeneoProfessional X (formerly Twitter) monitoring agent with real-time data access, timeline retrieval, user monitoring, and analytics capabilities powered by Teneo Agent SDK v2.0 tech stack.
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Frequently asked questions
What are Data & Analytics agent skills?
Data agent skills make AI agents useful for data work: writing SQL, cleaning datasets, building pipelines, working with spreadsheets, and producing analyses. Each skill is a reviewed SKILL.md file that teaches the agent one workflow well, ready to install in seconds.
Which Data & Analytics skills are most installed?
Popular Data & Analytics skills on SkillMD right now include hugging-face-datasets, aicoin-market, movement-leader-harvest-manifest. Rankings shift as installs change; sort this page by "Most installs" for the live list.
Do Data & Analytics skills work with Claude Code and Cursor?
Yes. Every skill here ships as a SKILL.md file, an open format that works in Claude Code, Claude.ai, Cursor, Codex, Windsurf, and 60+ other agents. Install one with npx skillmds@latest add <owner>/<name>, or copy the file into your agent's skills directory.