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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ocean326 Skill Parallel Data EnrichmentBulk data enrichment. Adds web-sourced fields (CEO names, funding, contact info) to lists of companies, people, or products. Use for enriching CSV files or inline data. Supports multi-turn: pass --previous-interaction-id from a prior research or enrichment to carry context forward.
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sir-chawakorn Skill Data AnalysisData processing, analysis, and visualization with Python/JavaScript. Use for data exploration, pandas operations, chart generation, and insights extraction.
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sir-chawakorn Skill Error Analytics📊 Error Analytics Skill
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sir-chawakorn Skill Natural Language SQL🗄️ Natural Language SQL Skill
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yogsoth-ai Bundle Study Design Tool GateClassify a paper's study design (RCT, cohort, case-control, diagnostic-accuracy, systematic-review, animal-study, prediction-model, etc., or not_applicable) and dispatch to the correct downstream bias-risk/quality/reporting tool and specific variant (CASP has 8 variants, JBI ~6, RoB2 has parallel/cluster/crossover versions). Use this as the mandatory first step before running ANY of CASP, JBI, AMSTAR-2, NOS, RoB2, ROBINS-I, QUADAS-2, CONSORT, STROBE, ARRIVE, SPIRIT, TRIPOD, or engineering-config-grading — these tools are all study-design-conditional and picking the wrong variant produces meaningless results. It is entirely correct and common for this gate to determine that none of these medically-descended tools applies (e.g. most CS/ML papers) — that is a valid, complete answer, not a failure.
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aibangjuxin Skill Analytics ReporterYou are a data-savvy and insightful Analytics Reporter. You are an expert at pulling data from various sources (like Google Analytics, Mixpanel, and application databases), analyzing it, and presenting it in a way that is easy for non-technical stakeholders to understand. You are proficient in SQL and data visualization tools like Looker, Tableau, or Google Data Studio.
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liujiayi3703 Bundle Sci FigureUse when the user provides Excel, CSV, or structured data and wants publication-grade scientific figures, charts, plotting, exploratory analysis, statistical annotations, captions, figure export, or a traceable analysis report for a paper, thesis, lab report, or formal submission.
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hoatv2211 Bundle Telemetry Event Contract ReviewUse when reviewing game analytics or telemetry event names, IDs, required properties, types, versions, privacy classes, producers, consumers, and backward compatibility before instrumentation changes.
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hoatv2211 Bundle Product Analytics Experiment ReviewUse when a game product experiment or A/B test needs review across hypothesis, population, assignment, metrics, guardrails, instrumentation, segmentation, sample size, significance, novelty, ethics, and decision rules; not for telemetry schema alone.
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hoatv2211 Bundle Liveops Content Rollout And RollbackUse when a live game content update needs a governed rollout and rollback plan across cohort, canary, configuration, dependencies, monitoring, approvals, triggers, recovery, communication, and post-rollout verification; not for incident response after failure.
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mpsuesser Skill Effect SQLType-safe SQL with Effect — SqlClient tagged-template queries, SqlSchema, SqlModel CRUD repositories, SqlResolver batching, and Migrator. Use when working with databases, writing queries, defining models, or setting up migrations.
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sumitake Skill SQL EngineerSenior SQL specialist for query design, query optimization, and schema-aware performance work across relational databases. Use when the user says "optimize this SQL query", "explain this query plan", "design these indexes", or "/agent-collab:sql-engineer." Also offer this proactively when a diff adds a new query against a large table, changes a join or aggregation, or introduces a schema change that could affect an existing access pattern.
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jpeetz Bundle Document ProcessingEnd-to-end document processing agent skill covering PDF manipulation (extract, merge, split, rotate, watermark, form-fill, OCR), DOCX creation and editing (templates, mail-merge, style management), XLSX spreadsheet handling (formulas, charts, pivot tables, data analysis), PPTX presentation generation (layouts, charts, media, speaker notes), and cross-format document conversion via pandoc and native libraries. Primary keyword clusters: PDF manipulation automation, DOCX generation Python, Excel spreadsheet automation openpyxl, PowerPoint generation python-pptx, document format conversion pandoc, mail merge automation, PDF OCR extraction, batch document processing, office automation Python, template-driven document generation. Designed for agentic platforms — Claude Code, Codex, Cursor, Gemini CLI, OpenClaw, GitHub Copilot, Windsurf, and OpenCode.
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ootto-ai Bundle Hook MiningMine a CSV of REAL top-performing hooks and generate alternatives that keep what made them work: hold the storytelling psychology and structure fixed, hot-swap only the power words. Use when the user has hook performance data (a Sandcastles / social-analytics export, scraped competitor hooks, their own analytics) and says "mine hooks", "remix hooks", "hook variations", "make hooks from this CSV", or "give me hook options from what's working". NOT for inventing hooks from nothing — that's viral-hook-writer.
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ootto-ai Skill Analytics ReadoutReads your reel insights and explains in plain English what to make more of and what to stop — no jargon. Use when the user says "explain my analytics", "what do my numbers mean", "read my insights", "how did this reel do".
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full-stack-skills Bundle Tauri App SQLGuidance for Tauri v2 SQL plugin setup, migrations, and safe query access.
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muratmirgun Bundle Go DatabaseUse when writing, reviewing, or debugging Go code that talks to a SQL database (PostgreSQL, MySQL, MariaDB, SQLite). Covers library choice (database/sql, sqlx, sqlc, pgx, GORM trade-offs), parameterized queries, context propagation, NULL handling, scanning, transactions and isolation, connection pool tuning, and migration tooling. Apply when adding repository code, refactoring SQL, or auditing for missing rows.Close()/QueryContext.
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liangdabiao Bundle Amazon Seller Analytics分析亚马逊卖家店铺和产品组合。预估营收、识别爆款、评估增长轨迹、揭示策略模式。适用于竞争情报和市场研究。
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k1lgor Skill Data AnalystSenior data analyst skill for extracting statistically rigorous insights from structured and semi-structured data. Use for analytics, reporting, and decision-support work — A/B tests, cohort analysis, funnel analysis, and insight narratives. Covers EDA, significance testing with effect sizes, bias detection, SQL analysis patterns, and reproducible reporting.
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openminis Skill Asc CLIUse the asc (App Store Connect CLI) to manage iOS/macOS apps — TestFlight builds, beta groups, distribution, App Store submissions, release, user reviews, analytics reports, crash logs, and more. Triggers when user mentions "asc", "TestFlight", "beta test", "app store review", "App Store Connect", "release v1.x", "public tester", "add build to test", "check crashes", "what's new", "store listing", "submit to app store review", "approve and release", or any App Store Connect operation.
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thejefflarson Skill InjectionDetects SQL, command, and template injection caused by user input reaching an interpreter without parameterization. Use when writing code that constructs database queries, builds SQL strings, executes shell commands, processes templates with user input, evaluates code dynamically, or passes user- controlled data to any external interpreter.
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varunk130 Skill XLSXCreate, read, edit spreadsheet files (.xlsx, .xlsm, .csv, .tsv). Supports formulas, formatting, charts, data cleaning, and financial modeling conventions.
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zebbern 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 information through injection", "detect SQL injection flaws", or "exploit database query vulnerabilities". It provides comprehensive techniques for identifying, exploiting, and understanding SQL injection attack vectors across different database systems.
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scaryrawr 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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kaakati Skill Data StrategyComprehensive data strategy covering governance, architecture, quality, analytics, and organizational culture. USE THIS SKILL when the user asks about data governance frameworks, data architecture design, analytics roadmaps, data platform selection, data quality improvement, data mesh vs data warehouse decisions, data catalog implementation, data monetization, or building a data-driven organization. Covers the full stack from governance to culture with actionable maturity assessments.
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kaakati Skill Workforce PlanningUSE THIS SKILL when the user asks about headcount planning, workforce strategy, skills gap analysis, capacity modeling, future of work, talent strategy, workforce segmentation, build/buy/borrow/bot analysis, workforce cost modeling, attrition forecasting, labor market analysis, contingent workforce, automation impact, FTE planning, or workforce right-sizing. Also trigger for "skills taxonomy," "talent supply chain," "strategic workforce planning," "workforce analytics," "labor productivity," or any request to project workforce needs over 12-24 months tied to business strategy, digital transformation, M&A integration, or cost reduction.
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kaakati Skill Fraud Risk AssessmentFraud risk assessment engine following the COSO Fraud Risk Management Guide. Builds fraud risk universes, maps anti-fraud controls, identifies red flags, designs data analytics detection programs, and evaluates anti-fraud program maturity. USE THIS SKILL when the user mentions fraud risk, anti-fraud controls, fraud detection, red flags, whistleblower program, fraud investigation, Benford's law, fraud triangle, fraud schemes, asset misappropriation, financial statement fraud, corruption, cyber fraud, or anti-fraud program assessment. Covers the full anti-fraud lifecycle from prevention through investigation readiness.
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mthines Bundle MeasurableEnsures every delivery ships with the telemetry needed to prove its impact and catch its own regressions: RUM/analytics events for user-facing web changes (delegates to rum-tracking), OpenTelemetry traces/metrics/structured logs for new or changed API endpoints, and explicit error/warning signal paths so failures surface instead of going silent. Modes: guide (default), implement, audit, setup. `setup` runs a first-time interview that records the project's telemetry stack, per-package instrumentation approach for monorepos, and regression-detection expectations as a committed Observability Profile. Triggers on "is this measurable", "add telemetry", "instrument this endpoint", "check observability coverage", "add RUM and API telemetry", "will we know if this regresses", "set up observability profile", "/measurable".
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blackbelttechnology Skill Document ConverterConvert documents bidirectionally via the pi-doc-engine facade: ingest PDF/DOCX/PPTX/XLSX to provenance-stamped Markdown (with OCR), and produce templated DOCX/PDF from Markdown with diagrams, TOC and round-trip merge. Use on "convert this PDF to markdown", "ingest these docs into kb", "make a DOCX from markdown with our template", "render this spec to PDF", "OCR this scanned PDF".
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xyva-yuangui Bundle Excel XLSXRead, write, and generate Excel files with correct types, dates, formulas, and cross-platform compatibility.
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xyva-yuangui Bundle Document QA文档问答工具。对 PDF/Word/TXT/MD/CSV 文件进行自然语言问答,自动提取内容、检索相关段落并用 LLM 给出精准回答。支持单文件和整个目录。
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nvidia Bundle Source Etl QueryQuery the host-side source-etls REST mirror for GitHub discussions, historical GitHub mirror data, and NVIDIA forums research.
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nvidia Skill Public Web SearchSearch the current public web through the recipe's optional, policy-scoped Tavily integration and return cited titles, URLs, snippets, and search metadata. Use for current public information that is not available from the configured Slack, Outlook, GitHub, or source-ETL skills. Do not use for opening a result page, extracting a URL, browser automation, or arbitrary HTTP requests.
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digitalspeed Skill Gws Sheets ReadGoogle Sheets: Read values from a spreadsheet.
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digitalspeed Skill Gws Sheets AppendGoogle Sheets: Append a row to a spreadsheet.
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digitalspeed Skill Recipe Log Deal UpdateAppend a deal status update to a Google Sheets sales tracking spreadsheet.
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 parallel-data-enrichment, data-analysis, error-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.