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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agentik-os Bundle Habit Tracker OsOperate a conversation-first, LLM-assisted habit system for creating good habits, reducing unwanted habits, running daily check-ins, handling urges and lapses, producing adaptive reviews and visual progress reports, and integrating habits with Mindset {OS}, Life {OS}, or Omega {OS}. Use for habit setup, routine design, accountability, morning/evening check-ins, “I did it/I missed/I’m tempted” messages, weekly or monthly reviews, recovery seasons, behavior experiments, habit analytics, and durable tracking from natural-language conversations.
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iblai Bundle Iblai Vibe MonetizationReference and family index for ibl.ai's item-level monetization system — Stripe Connect Express, paywalls, per-item pricing tiers, checkout, subscriptions, and revenue analytics. Distinct from /iblai-vibe-credit (Platform-wide credit balances). Use when the user mentions monetization, paywalls, item sales, Stripe Connect, pricing, subscriptions, or asks where a monetization workflow lives. See /iblai-vibe-monetization-onboard for Connect onboarding, /iblai-vibe-monetization-configure for the admin MonetizationTab + wizard, /iblai-vibe-monetization-checkout for the PaywallModal + access-check + Stripe checkout (incl. guest/public buy), /iblai-vibe-monetization-subscription for the user PurchasesTab + cancel flow, /iblai-vibe-monetization-analytics for revenue and subscribers, /iblai-vibe-monetization-app-paywall to charge for the whole app (pay-to-enter on the organization's own Stripe account, no Express Connect), /iblai-vibe-credit for Platform-wide credits, /iblai-vibe-auth for token wiring.
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iblai Bundle Iblai Vibe Monetization AnalyticsBuild custom Platform analytics surfaces — revenue dashboards, subscriber lists, paywalls overview, and a self-service subscription cancel helper on top of ibl.ai's item monetization. The in-tab MonetizationTab does NOT render revenue or subscriber data today, so these hooks are the building blocks for custom dashboards, leaderboards, and admin tools. Use when the user mentions analytics, revenue, subscribers, sales volume, sales count, commission, dashboard, paywalls list, cancel subscription, or "monetization metrics". See /iblai-vibe-monetization for the family index, /iblai-vibe-monetization-onboard for Stripe Connect status + commission, /iblai-vibe-monetization-configure for paywall setup, /iblai-vibe-monetization-subscription for the user-side counterpart, /iblai-vibe-auth for token wiring, and /iblai-vibe-rbac for the IsPlatformAdmin gate.
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iblai Bundle Iblai Vibe Monetization ConfigureBuild the admin MonetizationTab inside the Account page — the Platform seller wizard that turns an agent/course/program/pathway/custom item into a paid product, with paywall settings (grandfathering, free tier, trial days) and per-item pricing tiers. Use when the user mentions monetization tab, paywall configuration, item pricing, pricing tiers, wizard, custom items, grandfathering, item search, or "configure a paywall". See /iblai-vibe-monetization for the family index, /iblai-vibe-monetization-onboard for the Stripe Connect prerequisite, /iblai-vibe-monetization-checkout for what buyers see, /iblai-vibe-monetization-subscription for the user purchases pane, /iblai-vibe-monetization-analytics for revenue, /iblai-vibe-account for the host page, /iblai-vibe-rbac for the can_sell_items gate, /iblai-vibe-auth for token wiring.
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iblai Bundle Iblai Vibe Monetization SubscriptionBuild the user-facing PurchasesTab inside the Profile page — list, detail, and cancel for the current user's subscriptions on a Platform. Use when the user mentions purchases, my subscriptions, subscription list, cancel subscription, stripe portal, grandfathered, legacy subscription, subscription detail, or cancel-at-period-end. See /iblai-vibe-monetization for the family index + auth + RBAC, /iblai-vibe-monetization-checkout for how the user got here (paywall, checkout, callback), /iblai-vibe-monetization-analytics for the admin subscriber view, /iblai-vibe-profile for the Profile shell that hosts this tab, and /iblai-vibe-auth for the token wiring.
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serejaris Bundle Deep ResearchUtilizes a suite of tools to facilitate exhaustive, evidence-based deep research and long-form report engineering. Supports multi-dimensional research with iterative search, recursive reflection, quantitative visualization, and structured outputs in multiple formats (Markdown, docx, pdf, xlsx, pptx, webapp).
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serejaris Bundle Anki Card MakerExtract key knowledge from study materials (text, Markdown, notes) and generate front-question + back-answer flashcards, producing an Anki-compatible CSV file ready for import. Trigger when users mention flashcards, Anki, spaced repetition, need to convert notes into Q&A pairs, or request memory cards or review cards from their study content.
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serejaris Bundle Fund Risk CompareCompare multiple ETFs using NAV CSV data, generating key risk-return metrics like annualized return, max drawdown, Sharpe ratio, and a correlation matrix. Triggered when users ask to compare ETFs or funds, calculate performance metrics, analyze NAV data, or mention terms like Sharpe ratio, correlation analysis, or max drawdown.
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runxhq Bundle SQL AnalystAnswer a bounded data question from one declared governed read; use the explicit plan runner when only a schema-validated analysis plan is wanted.
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runxhq Bundle Google AnalyticsRead and normalize GA4 properties, metadata, standard reports, and realtime reports through any compatible Runx connector, preserving the measurement caveats an operator needs before turning analytics into action.
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nirholas Skill Nft Analytics GuideGuide to NFT analytics — floor price tracking, wash trading detection, rarity analysis, collection metrics, and marketplace comparison. Covers free tools and APIs for evaluating NFT collections and individual tokens. Use when helping users research NFT markets or evaluate collections.
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nirholas Skill Bnbchain MCP GuideGuide to the BNB Chain MCP server — developer tools for AI crypto agents including DeFi trading, DEX swaps, smart contract deployment, token operations, staking, bridging, wallet automation, honeypot detection, security analysis, price oracles, market data, and protocol analytics on BSC and opBNB.
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nirholas Skill Volume Trading StrategiesComplete mastery guide for volume trading and market making in crypto — understanding order book dynamics, bid-ask spreads, volume profile analysis, VWAP/TWAP execution, market making strategies, liquidity provision, wash trading detection, volume manipulation tactics and defenses, and building automated trading bots. Covers CEX and DEX volume mechanics, on-chain analytics for detecting artificial volume, and legitimate strategies for bootstrapping liquidity in new token launches.
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nirholas Skill Defillama Analytics GuideMaster the DeFi Llama API — the best free, keyless, rate-limit-free API for DeFi data. Covers TVL, protocol stats, yield pools, stablecoin analytics, token prices, chain comparisons, and bridge volumes. Essential for any AI agent working with DeFi market intelligence.
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nirholas Skill Defi Dashboard BuildingGuide to building DeFi analytics dashboards with free APIs — data architecture, API integration patterns, key metrics, visualization strategies, and a complete reference of free endpoints. Use when helping users create custom DeFi monitoring tools or understand how analytics platforms work.
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nirholas Skill X Twitter Automation GuideGuide to XActions — a TypeScript automation library for X (Twitter). Features browser automation, thread posting, engagement monitoring, follower analytics, and DM automation. 78 stars. Includes rate-limit-aware scheduling and anti-detection measures.
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gked2121 Skill Icp Deep ScannerDeep-scan any tools you connect (CRM, email, support, reviews, analytics, billing, database) to produce a data-grounded Ideal Customer Profile and a reusable persona library. Read-only by default. Use when you need to define or refresh your ICP, build buyer personas from real data instead of guesses, or generate the persona inputs that the customer-panel-of-experts and prospect-panel-simulator skills consume.
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gked2121 Bundle Weekly Business ReportAuto-generates weekly KPI reports from multiple data sources including Supabase analytics, CRM data, financial spreadsheets, and email metrics. Produces executive-ready reports with dashboards, trends, highlights, concerns, and action items.
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gked2121 Bundle Database Schema DesignerDesign optimized database schemas for SQL and NoSQL databases including tables, relationships, indexes, and constraints. Creates ERD diagrams, migration scripts, and data modeling best practices. Use when users need database design, schema optimization, or data architecture planning.
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agentik-os Skill SecauditForensic security audit v1 (Gestalt-Popper). 25-phase deep analysis of everything that is VULNERABLE RIGHT NOW: OWASP Top 10 verification, XSS testing (25+ payload patterns), SQL/NoSQL injection, CORS misconfiguration, CSP headers audit, authentication bypass, session management, JWT security, IDOR detection, SSRF probing, open redirect testing, file upload vulnerabilities, rate limiting verification, brute force protection, secrets scanning (env vars, git history, JS bundles), dependency CVE audit, SSL/TLS configuration, security headers audit, API authentication verification, input validation completeness, plus verdict, fix plan, fix execution, re-audit, and rate-limit safety gate. Score /400. Preamble v1.0 compliant. Audit -> Plan -> Fix -> Re-audit. Use when user says "/secaudit", "security audit", "is it secure", "vulnerability scan", "pentest the code", "find vulnerabilities", "security review", "owasp audit".
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agentik-os Skill Powerup LibraryRouter into the private Power-Up skill library (907 specialist Claude skills) that is NOT loaded into the active namespace. Use this the moment a request matches one of its domains, so the right specialist skill is applied instead of a generic answer. Covers: 30 days of content, cold outreach / cold email, sell on Etsy, launch a digital product, launch a podcast, grow on YouTube, faceless channel, start and grow a newsletter, LinkedIn personal brand, build an email funnel, get more leads, write a sales page, write better ads, write like a human, master AI prompting, make AI Instagram videos, create AI product photos, build brand identity, nail pricing, productize a service, find your niche, run webinars, sell with social proof, build a paid community, write a book, course creator, business analyst, automate your business with AI, vibe-code an app; plus bundle categories: Ads & Paid Media, Analytics & Data, Branding & Design, Client & Consulting, Content & Copywriting, Courses & Education, E-commerce & Product
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vodouai Skill Analytics ReporterBuilds KPI dashboards, creates metrics reports, analyzes user behavior patterns, designs event tracking strategies, and presents data insights to stakeholders
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changhochien Skill Pitch AgentUse when financial-services work requires end-to-end investment banking pitch agent. Given a target company and a strategic situation (e.g., "exploring strategic alternatives"), autonomously pulls comps and precedents from market data, builds a DCF and football-field valuation in Excel, and generates a branded pitch deck on the bank's PowerPoint template. Use when an MD or senior banker asks for a first-draft pitch on a name — not for editing an existing deck (use the pitch-deck skill directly for that)..
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changhochien Bundle Pitch DeckUse when financial-services work requires populates investment banking pitch deck templates with data from source files. Use when: user provides a PowerPoint template to fill in, user has source data (Excel/CSV) to populate into slides, user mentions populating or filling a pitch deck template, or user needs to transfer data into existing slide layouts. Not for creating presentations from scratch..
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changhochien Skill Audit XlsUse when financial-services work requires audit a spreadsheet for formula accuracy, errors, and common mistakes. Scopes to a selected range, a single sheet, or the entire model (including financial-model integrity checks like BS balance, cash tie-out, and logic sanity). Triggers on "audit this sheet", "check my formulas", "find formula errors", "QA this spreadsheet", "sanity check this", "debug model", "model check", "model won't balance", "something's off in my model", "model review"..
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changhochien Skill Lbo ModelUse when financial-services work requires this skill should be used when completing LBO (Leveraged Buyout) model templates in Excel for private equity transactions, deal materials, or investment committee presentations. The skill fills in formulas, validates calculations, and ensures professional formatting standards that adapt to any template structure..
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changhochien Skill Model BuilderUse when financial-services work requires builds DCF, LBO, three-statement, and trading-comps models live in Excel from a ticker and assumption set. Use when you need a clean model from scratch — not for updating an existing coverage model (use earnings-reviewer for that)..
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changhochien Skill XLSX AuthorUse when financial-services work requires produce a .xlsx file on disk (headless) instead of driving a live Excel workbook — for managed-agent sessions with no open Office app..
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changhochien Skill Clean Data XlsUse when financial-services work requires clean up messy spreadsheet data — trim whitespace, fix inconsistent casing, convert numbers-stored-as-text, standardize dates, remove duplicates, and flag mixed-type columns. Use when data is messy, inconsistent, or needs prep before analysis. Triggers on "clean this data", "clean up this sheet", "normalize this data", "fix formatting", "dedupe", "standardize this column", "this data is messy"..
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changhochien Skill Comps AnalysisUse when financial-services work requires build institutional-grade comparable company analyses with operating metrics, valuation multiples, and statistical benchmarking in Excel/spreadsheet format..
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changhochien Skill Datapack BuilderUse when financial-services work requires build professional financial services data packs from various sources including CIMs, offering memorandums, SEC filings, web search, or MCP servers. Extract, normalize, and standardize financial data into investment committee-ready Excel workbooks with consistent structure, proper formatting, and documented assumptions. Use for M&A due diligence, private equity analysis, investment committee materials, and standardizing financial reporting across portfolio companies. Do not use for simple financial calculations or working with already-completed data packs..
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changhochien Bundle Initiating CoverageUse when financial-services work requires create institutional-quality equity research initiation reports through a 5-task workflow. Tasks must be executed individually with verified prerequisites - (1) company research, (2) financial modeling, (3) valuation analysis, (4) chart generation, (5) final report assembly. Each task produces specific deliverables (markdown docs, Excel models, charts, or DOCX reports). Tasks 3-5 have dependencies on earlier tasks..
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aravinds-wick Bundle XLSXUnless otherwise stated by the user or existing template
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aravinds-wick Skill Security SqliApply SQL injection protection using prepared statements for database queries. Use when generating or modifying code that uses exec, query, queryOne, querySql, etc.; follows .agent/rules/security-sqli.mdc.
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aravinds-wick Skill Security AuditRuns systematic audits for common web security vulnerabilities (OWASP Top 10, SQL injection, XSS, CSRF, insecure unserialization, command injection, and JWT misuse).
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aravinds-wick Skill Global SecurityManage and execute tasks for global-security. Use when validating staged changes before a commit or PR — catches linting errors, secrets, vulnerable dependencies, security patterns (eval, SQL injection, XSS, hardcoded keys), bad branch names, coverage drops, and build failures. Use --checks= for targeted validation.
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 habit-tracker-os, iblai-vibe-monetization, iblai-vibe-monetization-analytics. 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.