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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francostino Skill 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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francostino 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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francostino Skill SQL Injection TestingExecute comprehensive SQL injection vulnerability assessments on web applications to identify database security flaws, demonstrate exploitation techniques, and validate input sanitization mechanisms.
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francostino Skill Cc Skill Clickhouse IoClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.
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sanjay3290 Bundle Postgres Readonly QueriesExecute safe read-only SQL queries against PostgreSQL databases with multi-connection support and defense-in-depth write protection.
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francostino Bundle SQL Optimization PatternsDiagnose slow SQL with query plans, preserve query results, and verify indexing or query changes against representative data.
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francostino Skill Dashboard DesignWeb and App implementation guide for Dashboard Design. Trigger when user wants analytics-focused layouts, data visualization, and modular overview screens.
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chaunsin Bundle Drizzle Migration ConflictDiagnose, repair, and prevent Drizzle Kit migration conflicts involving generated SQL, snapshots, journals, merge queues, and team workflows.
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francostino Skill Sqlmap Database PentestingProvide systematic methodologies for automated SQL injection detection and exploitation using SQLMap.
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monte-carlo-data Bundle Monte Carlo Validation NotebookGenerates SQL validation notebooks for dbt PR changes with before/after comparison queries.
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francostino Bundle Database Migrations SQL MigrationsSQL database migrations with zero-downtime strategies for PostgreSQL, MySQL, and SQL Server. Focus on data integrity and rollback plans.
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francostino Skill Cross Platform Contract Propagation AuditUse when auditing whether a field, enum, flag, or API contract propagates consistently across storage, services, clients, analytics, and tests.
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alterlab-ieu Bundle Alterlab BenchlingIntegrates the Benchling R&D platform via its REST API and SDK — access the registry (DNA, proteins), inventory, ELN entries and workflows, build Benchling Apps, and query the Benchling Data Warehouse. Use when automating Benchling lab data management, syncing sample registry or inventory records, scripting ELN entries/workflows, or running SQL against the Benchling Data Warehouse. Part of the AlterLab Academic Skills suite.
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alterlab-ieu Bundle Alterlab PDF ExtractFree Elicit-columns analog — ingest N PDFs (or any MarkItDown-supported document) and build a per-paper evidence table with user-defined columns, one row per paper and one column per attribute/question you want pulled from every source. Use when extracting structured data across many papers into a comparison table or data-extraction sheet (sample size, methods, main finding, effect, population/intervention/outcome, limitations), screening a corpus into a spreadsheet, or pulling the same fields from a stack of PDFs into CSV/Markdown. Routes conversion through MarkItDown; offline heuristic backend by default, optional LLM backend for precise answers. Part of the AlterLab Academic Skills suite.
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alterlab-ieu Bundle Alterlab Clinical DecisionGenerates professional clinical decision support (CDS) documents for pharmaceutical and clinical research settings — biomarker-stratified patient cohort analyses with outcomes and evidence-based treatment recommendation reports with decision algorithms, supporting GRADE evidence grading, statistical analysis (hazard ratios, survival curves, waterfall plots), biomarker integration, and regulatory compliance, output as publication-ready LaTeX/PDF. Use when building a CDS document, cohort analysis, or treatment recommendation report for drug development, clinical research, or evidence synthesis, or when GRADE grading, hazard ratios, survival/waterfall plots, or biomarker stratification are requested. Part of the AlterLab Academic Skills suite.
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bouclem Bundle Data WarehousingSnowflake, BigQuery, Redshift, dimensional modeling, and modern data warehouse architecture
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bouclem Bundle SQL DatabasesSQL query optimization, schema design, indexing strategies, and relational database mastery for production data systems
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bouclem Skill Data Jupyter PythonGuidelines for data analysis and Jupyter Notebook development with pandas, matplotlib, seaborn, and numpy.
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bouclem Skill Excel SpreadsheetsCreate, modify, and manage Excel spreadsheets.
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bouclem Skill Data Analysis JupyterExpert guidance for data analysis, visualization, and Jupyter Notebook development with pandas, matplotlib, seaborn, and numpy.
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bouclem Skill Analytics TrackingDesign, audit, and improve analytics tracking systems that produce reliable, decision-ready data.
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aniruddhaadak80 Bundle Dcf ModelBuild institutional-quality DCF valuation models in Excel — revenue projections, FCF build, WACC, terminal value, Bear/Base/Bull scenarios, 5x5 sensitivity tables. Pairs with excel-author. Use for intrinsic-value equity analysis.
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aniruddhaadak80 Skill Lbo ModelBuild leveraged buyout models in Excel — sources & uses, debt schedule, cash sweep, exit multiple, IRR/MOIC sensitivity. Pairs with excel-author. Use for PE screening, sponsor-case valuation, or illustrative LBO in a pitch.
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aniruddhaadak80 Skill PPTX AuthorBuild PowerPoint decks headless with python-pptx. Pairs with excel-author for model-backed decks where every number traces to a workbook cell. Use for pitch decks, IC memos, earnings notes.
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aniruddhaadak80 Bundle Excel AuthorBuild auditable Excel workbooks headless with openpyxl — blue/black/green cell conventions, formulas over hardcodes, named ranges, balance checks, sensitivity tables. Use for financial models, audit outputs, reconciliations.
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aniruddhaadak80 Skill Merger ModelBuild accretion/dilution (merger) models in Excel — pro-forma P&L, synergies, financing mix, EPS impact. Pairs with excel-author. Use for M&A pitches, board materials, or deal evaluation.
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aniruddhaadak80 Skill Comps AnalysisBuild comparable company analysis in Excel — operating metrics, valuation multiples, statistical benchmarking vs peer sets. Pairs with excel-author. Use for public-company valuation, IPO pricing, sector benchmarking, or outlier detection.
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aniruddhaadak80 Bundle 3 Statement ModelBuild fully-integrated 3-statement models (IS, BS, CF) in Excel with working capital schedules, D&A roll-forwards, debt schedule, and the plugs that make cash and retained earnings tie. Pairs with excel-author.
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aniruddhaadak80 Bundle Darwinian EvolverEvolve prompts/regex/SQL/code with Imbue's evolution loop.
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aniruddhaadak80 Bundle Memento FlashcardsSpaced-repetition flashcard system. Create cards from facts or text, chat with flashcards using free-text answers graded by the agent, generate quizzes from YouTube transcripts, review due cards with adaptive scheduling, and export/import decks as CSV.
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rootcastleco 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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rootcastleco Skill 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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rootcastleco Skill Youtube AutomationAutomate YouTube tasks via Rube MCP (Composio): upload videos, manage playlists, search content, get analytics, and handle comments. Always search tools first for current schemas.
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rootcastleco Skill 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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rootcastleco Skill 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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rootcastleco Skill 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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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 dcf-model, lbo-model, excel-author. 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.