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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greenmamba29 Skill Notion ExporterExport Notion databases, pages, and wikis to Markdown, PDF, CSV, or JSON. Supports recursive page traversal, property mapping, relation resolution, and scheduled automated exports.
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akaihola Bundle Email Mailbox AnalyzerAnalyzes email mailbox usage by extracting IMAP configurations and running imapdu to generate detailed usage reports. Use this skill when you need to analyze email storage, identify large mailboxes, and generate CSV reports.
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jr2804 Bundle Database SchemaGenerate comprehensive database schemas with proper relations, migrations, and ORM/ODM models for PostgreSQL, MongoDB, and SQLite. Use when creating database schemas that integrate with FastAPI applications, including SQLAlchemy models for SQL databases, PyMongo/ODMantic models for MongoDB, Alembic migrations, and proper relationship definitions.
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moonpay Skill Partner Skill NameDescribe what this skill does and when an AI agent should use it. Be specific — this field determines whether Claude loads this skill. Bad: "Analytics tool for blockchain data" Good: "Use when the user asks to analyze on-chain token metrics, wallet PnL, or DEX volume using Dune Analytics queries"
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mgriot Skill Database Schema DesignerDesign robust, scalable, production-ready database schemas for SQL and NoSQL databases. Use this skill whenever the user mentions designing a schema, creating tables, modeling data, database architecture, normalization, indexing, migrations, or anything about structuring a database — even if they don't use the word "schema". Trigger on phrases like "I need a database for...", "how should I store...", "what tables do I need...", "help me model...", "design my data model", or any request to think through how to persist data. Covers normalization (1NF–3NF), indexing strategies, constraint design, foreign key patterns, soft deletes, audit trails, multi-tenancy, migration patterns, and performance optimization.
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tekliner Skill SQL ImportSQL import workflow - connect to MySQL/Postgres/MSSQL, pick a table or write a custom query, discover schema, preview rows, and create a scheduled extract
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tekliner Bundle Notebook EditorEdit and run notebook/recipe cells with SQL, union, join operations
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tekliner Skill Flat Data File ImportFile import workflow - upload CSV/Excel/TSV files, set up email-based, managed SFTP, or managed S3 file import into Improvado
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erwinkn Bundle WhyUse for 'why does X work this way', 'why we picked Y', design rationale, regressions, postmortems, or data-backed thresholds. Discovers available MCPs and queries each evidence category (source control, issue tracker, long-form docs, real-time chat, infrastructure observability, error tracking, product analytics warehouse) in parallel, then returns a cited read on decisions and tradeoffs. Use how for runtime behavior.
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aeyeops Bundle D2Use whenever the user wants to produce, edit, or render any kind of diagram with D2, the Terrastruct text-to-diagram language at https://d2lang.com — architecture, flowchart, sequence, ER/SQL schema, UML class, network topology, mind map, deployment, org chart, state machine, grid layout, mermaid-style flow, or anything similar — even when they don't say "D2" explicitly. Trigger on requests for `.d2` files, mentions of `d2`/`d2lang`, or open-ended diagramming tasks ("draw me a system diagram", "make a flowchart of X", "diagram the request flow", "give me an ER diagram for these tables"). Covers the full DSL — shapes, connections, containers, classes, vars, globs/filters, imports, layers/scenarios/steps, styling, themes, sketch mode, icons, markdown/LaTeX/code blocks, layout engines, CLI flags, and the specialized diagram shapes.
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thkt Bundle TranscribeReads a spreadsheet (xlsx, ods, csv) that the Read tool cannot open, converts merged-cell business documents into Markdown, and verifies that no cell was lost.
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aeyeops Skill Owasp Top 10Use when reviewing code for security, performing a security audit, checking for OWASP Top 10 vulnerabilities, fixing injection flaws, preventing XSS, securing authentication, or checking access control. Covers every category with detection patterns, vulnerable and fixed code examples, and prevention checklists - broken access control, cryptographic failures, injection including SQL and command injection, insecure design, security misconfiguration, vulnerable and outdated components, identification and authentication failures, software and data integrity failures, security logging and monitoring failures, and SSRF. For auditing existing code; for writing new code safely, use secure-coding.
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thapaliyabikendra Bundle Postgresql Query GenerationGenerate optimized PostgreSQL queries for Entity Framework Core projects. Automatically discovers domain entities, relationships, and conventions to produce production-ready SQL. Use when: 1. You need complex PostgreSQL queries across multiple related entities 2. Working with ABP Framework and need multi-tenancy/soft delete patterns 3. Querying JSONB fields or need recursive CTEs 4. Building analytics/reporting queries with window functions 5. Optimizing existing queries with proper indexes and joins.
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valec3 Skill Backend Security Best PracticesSQL injection prevention, XSS, CSRF, validation.
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propane-ai Skill Health ScoringHealth dimensions, score factors, and risk flags for customer accounts. Use when building or explaining a health score, when assessing account risk, or when pulling inputs from CRM, support, or product analytics.
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propane-ai Skill Churn PredictionChurn signals, at-risk criteria, and suggested actions for customer accounts. Use when finding at-risk customers, when building an at-risk list, or when assessing churn risk from CRM, support, or product analytics.
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propane-ai Skill Data ReportingStructure reports from analytics data for different audiences. Use when writing data reports, analytics summaries, or metric reports for exec, product, or eng — what to include (summary, metrics, trends, recommendations), tables and narrative.
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propane-ai Skill Expansion OpportunitiesUsage vs entitlement, expansion opportunity by account or segment. Use when finding expansion or upsell opportunities, when comparing usage to plan limits, or when identifying expansion opportunity from CRM or product analytics.
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propane-ai Skill Data Analytics For DesignUse product analytics (funnels, cohorts, feature adoption) for design decisions and design reporting. Use when grounding briefs or handoffs in data, interpreting behavioral data for UX, or creating data-backed design or UX reports.
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matrixx0070 Bundle XLSXSpreadsheet deliverable doctrine — formulas not hardcoded values, zero formula errors via recalc, financial-model color/number conventions, template preservation, openpyxl vs pandas routing. Condensed from grok's xlsx skill; full doc in references/.
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ab-aswini Bundle Ab Test SetupWhen 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 this change," "variant copy," "multivariate test," or "hypothesis." For tracking implementation, see analytics-tracking.
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packmindhub Bundle Michel Packmind Engineer ReviewReview an implemented GitHub issue the way a senior Packmind engineer would — the human-judgment checks that ESLint, the TypeScript compiler, and e2e tests cannot catch (authorization scoping, hexagonal-architecture conformance, analytics-event wiring, UX copy, UI reactivity, CLI behavior, multi-tenancy safety, and more). Use this skill once an issue has been implemented and you have a diff to inspect — before opening or merging the PR. Trigger on 'review this implementation', 'engineer review', 'packmind review', 'QC this issue', 'is this issue done well', 'review issue #NNN', or any post-implementation quality gate. Reach for it even when the user just says the work is done and asks 'anything I missed?' — automated checks already ran; this is the layer they don't cover.
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matrixx0070 Bundle SQL Query BuilderWrite safe, performant SQL queries with parameterization, joins, and indexing guidance
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sgcarstrends Skill SecuritySecurity auditing for code vulnerabilities (OWASP Top 10, XSS, SQL injection) and dependency scanning (pnpm audit, Snyk). Use when handling user input, adding authentication, before deployments, or resolving CVEs.
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matrixx0070 Skill Bulk ExtractExtract the same structured data from many URLs at once using TinyFish batch runs and deliver the combined results as a spreadsheet or CSV. Use when the user has a list of URLs, companies, products, or listings and wants the same fields pulled from each — e.g. "get pricing from these 40 pages", "extract contact info for this list of firms", "turn these listings into a spreadsheet".
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matrixx0070 Bundle SpreadsheetExcel/XLSX workbook operations — create, read, pivot, chart metadata, validate
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sgcarstrends Bundle Instrument Product AnalyticsAdd PostHog product analytics events to track user behavior. Use after implementing new features or reviewing PRs to ensure meaningful user actions are captured. Also handles initial PostHog SDK setup if not yet installed.
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ryomurakami1983 Bundle Dotnet Database PerformanceOptimize .NET database access with CQRS read/write separation, N+1 prevention, AsNoTracking, row limits, and SQL-side joins. Use when: designing data access layers, optimizing slow queries, or choosing between EF Core and Dapper.
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ryomurakami1983 Bundle Dotnet Access To Oracle Migrationこんなときに使う: Migrate Access SQL to Oracle, generate .NET C# code. Use when converting Access queries to Oracle.
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ccplugins Bundle Difesa AttacchiAggiunge a un sito/app un agente di difesa che rileva e blocca richieste malevole (SQL injection, XSS, path traversal, brute force, bot) con rate limiting, blocklist IP e modalità lockdown che chiude il sistema preservando i dati. Trigger - "blocca attacchi", "anti-attacco", "firewall", "WAF", "lockdown", "difendi il sito", "rate limiting", "sotto attacco".
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scdenney Bundle Doc To MarkdownRead or convert any document a research workflow hands you — PDF, Word, PowerPoint, Excel, OpenDocument, RTF, EPUB, or CSV. Use whenever a document has to be read, opened, quoted, summarized, searched, extracted, or added to a source library. Decides whether to read the file directly or convert it, picks the converter from the document's actual structure, and decides whether the resulting Markdown is a tracked artifact or a scratch file to delete.
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scdenney Bundle Conjoint CleaningTurns a raw Qualtrics conjoint export into an analysis-ready long-format dataset — export settings and metadata rows, identifying which Qualtrics implementation produced the file, reshaping wide to long by hand or with cjoint read.qualtrics and cjdata reshape_conjoint, mapping the choice variable onto profiles, ratings and secondary DVs, attribute-level translation and factor ordering, pilot data-quality diagnostics, and subgroup merges. Use when the user has a conjoint CSV and asks how to clean, reshape, restructure, or debug it, cannot line the choice column up with the profiles, or asks what the data must look like before AMCE estimation. Design questions go to conjoint-design, validity review to conjoint-diagnostics.
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lerianstudio Skill Ring Designing Data ModelDesigning the physical data model as a real stack-native schema (schema.sql with CREATE TABLE DDL, indexes, and constraints for Postgres/Go; schema.prisma for Prisma/TS; Postgres schema.sql as fallback) from the Gate 4 OpenAPI spec and TRD. Gate 5 of ring:planning-large-features; runs after ring:designing-api-contracts, before ring:pinning-dependency-versions. Use when the system stores persistent data. Skip for Small Track, no persistent data, or an unvalidated API contract.
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jst-well-dan Skill Seaborn基于 Matplotlib 的统计可视化库,与 Pandas 深度集成。通过简洁的 API 提供美观的默认样式,适用于分布、关系和分类比较的快速探索。最擅长箱线图、小提琴图、成对图、热力图。交互式图表建议使用 plotly;出版级样式建议使用 scientific-visualization。
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sitaggart Bundle WhyUse for 'why does X work this way', 'why we picked Y', design rationale, regressions, postmortems, or data-backed thresholds. Discovers available MCPs and queries each evidence category (source control, issue tracker, long-form docs, real-time chat, infrastructure observability, error tracking, product analytics warehouse) in parallel, then returns a cited read on decisions and tradeoffs. Use how for runtime behavior.
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ngxtm Bundle Sqlx DatabaseAsync Rust SQL toolkit with compile-time checked queries.
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 d2, owasp-top-10, ab-test-setup. 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.