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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johnalbertini14-glitch Bundle Daredevil Nba SportsdataRequest NBA sports data (schedule, boxscore, standings, injuries, roster, etc.) from the Daredevil seller. Payment per request via x402.
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johnalbertini14-glitch Bundle Office Document Specialist SuiteAdvanced suite for creating, editing, and analyzing Microsoft Office documents (Word, Excel, PowerPoint). Provides specialized tools for automated reporting and document management.
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johnalbertini14-glitch Bundle Pandas Construction AnalysisComprehensive Pandas toolkit for construction data analysis. Filter, group, aggregate BIM elements, calculate quantities, merge datasets, and generate reports from structured construction data.
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johnalbertini14-glitch Bundle Openclaw Reportstudio CommunityGenerate polished, read-only business reports from CSV/XLSX into static deliverables (xlsx+pdf+pptx) using ReportStudio Community. Use when a user says things like “用这个表生成月报/周报/经营分析/PPT+PDF汇报材料”, provides a file path, asks for trends (day/week/month), TopN breakdowns by a dimension/metric, or wants professional exports without hallucinated claims.
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johnalbertini14-glitch Bundle Analytics And Advisory IntelligenceCross-client analytics for Greek accounting firms. Surfaces trends, anomalies, and risks across financial data. Read-only, outputs to /data/reports/.
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phoroth Skill Django Security 2Django security best practices, authentication, authorization, CSRF protection, SQL injection prevention, XSS prevention, and secure deployment configurations.
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artubss Bundle XLSX 2Kit de ferramentas para planilhas (.xlsx/.csv). Criar/editar com fórmulas/formatação, analisar dados, visualização, recalcular fórmulas, para processamento e análise de planilhas.
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composiohq Bundle XLSX 2Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing data, (3) Modify existing spreadsheets while preserving formulas, (4) Data analysis and visualization in spreadsheets, or (5) Recalculating formulas
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thedixitjain Skill X API 2X/Twitter API integration for posting tweets, threads, reading timelines, search, and analytics. Covers OAuth auth patterns, rate limits, and platform-native content posting. Use when the user wants to interact with X programmatically.
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k-dense-ai Bundle Seaborn 2Statistical visualization with pandas integration. Use for quick exploration of distributions, relationships, and categorical comparisons with attractive defaults. Best for box plots, violin plots, pair plots, heatmaps. Built on matplotlib. For interactive plots use plotly; for publication styling use scientific-visualization.
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wshobson Bundle Kpi Dashboard Design 2Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use this skill when building an executive SaaS metrics dashboard tracking MRR, churn, and LTV/CAC ratios; designing an operations center with live service health and request throughput; creating a cohort retention analysis view for a product team; or debugging a dashboard where metrics contradict each other due to inconsistent calculation methodology.
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wshobson Bundle SQL Optimization Patterns 2Master SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries. Use when debugging slow queries, designing database schemas, or optimizing application performance.
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sickn33 Skill Analytics Tracking 2Design, audit, and improve analytics tracking systems that produce reliable, decision-ready data.
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wshobson Bundle Dbt Transformation Patterns 2Master dbt (data build tool) for analytics engineering with model organization, testing, documentation, and incremental strategies. Use when building data transformations, creating data models, or implementing analytics engineering best practices.
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thedixitjain Bundle Ab Test Setup 2When 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," "hypothesis," "conversion experiment," "statistical significance," or "test this." For tracking implementation, see analytics-tracking.
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wshobson Bundle Data Storytelling 2Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data reports, or building executive presentations.
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affaan-m Skill Django Security 2Django security best practices, authentication, authorization, CSRF protection, SQL injection prevention, XSS prevention, and secure deployment configurations.
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alirezarezvani Bundle Snowflake Development 2Use when writing Snowflake SQL, building data pipelines with Dynamic Tables or Streams/Tasks, using Cortex AI functions, creating Cortex Agents, writing Snowpark Python, configuring dbt for Snowflake, or troubleshooting Snowflake errors.
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thedixitjain Skill Microsoft Clarity Automation 2Automate Microsoft Clarity tasks via Rube MCP (Composio): session recordings, heatmaps, and user behavior analytics. Always search tools first for current schemas.
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loopyluci Skill Agri Tech Data Analytics Best PracticesUse when applying agricultural data analytics best pract.
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om-scogo Bundle Effect TS 2Use for nontrivial Effect-TS work including services/layers, typed errors, Schema/JSONSchema, Config, runtime/concurrency, @effect/vitest, @effect/ai, @effect/sql, or @prb/effect-next.
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om-scogo Bundle Golang DatabaseComprehensive guide for Go database access — parameterized queries, struct scanning, NULLable columns, transactions, isolation levels, SELECT FOR UPDATE, connection pool, batch processing, context propagation, and migration tooling. Use when writing, reviewing, or debugging Golang code that interacts with PostgreSQL, MariaDB, MySQL, or SQLite; for database testing; or for questions about database/sql, sqlx, or pgx. Does NOT generate database schemas or migration SQL.
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om-scogo Bundle PDF ConverterConvert PDF files to and from Word, Excel, Image, and other formats
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om-scogo Bundle Subscription LifecycleWhen the user wants to optimize their subscription business end-to-end — from trial start through renewal, cancellation, and win-back. Use when the user mentions "subscription lifecycle", "trial conversion", "churn", "cancellation", "win-back", "lapsed subscribers", "dunning", "billing retry", "grace period", "renewal rate", "subscriber LTV", or "resubscribe". For paywall design and pricing strategy, see monetization-strategy. For subscription analytics dashboards, see app-analytics.
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om-scogo Bundle XLSX ManipulationCreate, edit, and manipulate Excel spreadsheets programmatically using openpyxl
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eliferjunior Skill Security Audit 2Scan code for security vulnerabilities, misconfigurations, and exposed secrets. Use when a user asks to audit security, find vulnerabilities, check for OWASP issues, scan for secrets, review dependencies for CVEs, detect SQL injection, find XSS vulnerabilities, or harden an application. Covers OWASP Top 10, dependency auditing, secrets detection, and generates fix recommendations with severity ratings.
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infometa Bundle Jinshuju 2通过金数据(Jinshuju,jinshuju.net)MCP 操作用户托管在金数据平台上的在线表单:创建 / 复制 / 编辑表单与主题,含自动判分的考试表单、选项计分的测评表单;查询、新增(单条或批量)、更新、删除、批量修改数据;用上传凭证上传本地图片或文件;查询账户套餐额度与团队成员。仅在用户操作其金数据平台数据时使用——触发信号:提到 金数据 / Jinshuju / jinshuju.net、给出 form_token,或要操作一张已托管在金数据上的表单或数据。不要用于:用代码开发表单 / 问卷系统、处理本地文件或表格(Excel / CSV)、图片 / 票据 OCR、物流或监控等与平台无关的自动化,以及与金数据平台无关的通用数据处理。
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infometa Bundle AI Shifu Course Creator 2Use when the user works with AI-Shifu (AI师傅) courses in any capacity of creating, writing, editing, rewriting, optimizing, reordering, deploying, publishing, previewing, or managing Teaching Prompts (per-lesson) and Course Prompts (course-level) — both written in MarkdownFlow (MDF). Covers the full course lifecycle — from converting raw material into structured lessons, to authoring interactions (single-select, multi-select, input, branching), adding variables, images, and course prompts, to deploying and managing live courses on the AI-Shifu platform. Also covers post-deployment analytics on those courses — learner count, completion rate, stuck lessons, orders, revenue, ratings, credit consumption, audience profiles, and individual learner tracking. Trigger on any mention of AI-Shifu, AI师傅, MarkdownFlow, Teaching Prompt, Course Prompt authoring, course analytics, creator analytics, 学习人数, 完成率, 卡课节, 订单收入, 积分消耗, or learner progress.
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infometa Bundle Tencent Docs Sheet Generation从零生成 Excel/xlsx 工作簿。当用户请求"创建/生成/新建/做一份/from scratch" 一个 XLSX 文件、且**没有源 .xlsx/.csv 文件**时使用。支持纯文字需求,也支持 以 pdf/docx/pptx 附件作为内容参考(由 `extract.py` 抽取为 markdown)。 本 skill 在主代理侧准备 schema 与骨架文件,然后委派 sheet-agent 子代理完成单元格填充。
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infometa Skill Tabular ReviewTabular review — one row per document, one column per data point, every cell cited to source. Built for M&A diligence ("review these 200 target contracts for change-of-control, assignment, and MAC clauses") but works for any batch review that needs a spreadsheet out the other end. Use when user says "tabular review", "review grid", "build a grid", "extract these fields from these contracts", "review these documents for X, Y, Z", "give me a spreadsheet of", "batch review", or points at a folder of documents and asks to compare them.
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infometa Skill Entity ComplianceEntity compliance tracker — initialize, report upcoming deadlines, update status, run health audit, export to CSV. Maintains a compliance-tracker.yaml built from the entity table, calculates filing deadlines by entity and jurisdiction, and surfaces what's due in the next 30/60/90 days. Use when user says "entity compliance", "filing deadlines", "annual reports due", "entity tracker", "what filings are due", "entity health", or "good standing".
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theheavenlyd3mon Bundle Exploiting SQL Injection With SqlmapDetecting and exploiting SQL injection vulnerabilities using sqlmap to extract database contents during authorized penetration tests.
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theheavenlyd3mon Bundle Detecting Attacks On Scada SystemsThis skill covers detecting cyber attacks targeting Supervisory Control and Data Acquisition (SCADA) systems including man-in-the-middle attacks on industrial protocols, unauthorized command injection into PLCs, HMI compromise, historian data manipulation, and denial-of-service against control system communications. It leverages OT-specific intrusion detection systems, industrial protocol anomaly detection, and process data analytics to identify attacks that traditional IT security tools miss.
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theheavenlyd3mon Bundle Detecting Insider Threat With UebaImplement User and Entity Behavior Analytics using Elasticsearch/OpenSearch to build behavioral baselines, calculate anomaly scores, perform peer group analysis, and detect insider threat indicators such as data exfiltration, privilege abuse, and unauthorized access patterns.
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theheavenlyd3mon Bundle Exploiting API Injection VulnerabilitiesTests APIs for injection vulnerabilities including SQL injection, NoSQL injection, OS command injection, LDAP injection, and Server-Side Request Forgery (SSRF) through API parameters, headers, and request bodies. The tester crafts malicious payloads targeting different backend technologies and injection contexts to extract data, execute commands, or access internal services. Maps to OWASP API8:2023 Security Misconfiguration and API7:2023 SSRF. Activates for requests involving API injection testing, SQLi in APIs, NoSQL injection, SSRF testing, or API input validation assessment.
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theheavenlyd3mon Bundle Exploiting SQL Injection VulnerabilitiesIdentifies and exploits SQL injection vulnerabilities in web applications during authorized penetration tests using manual techniques and automated tools like sqlmap. The tester detects injection points through error-based, union-based, blind boolean, and time-based blind techniques across all major database engines (MySQL, PostgreSQL, MSSQL, Oracle) to demonstrate data extraction, authentication bypass, and potential remote code execution. Activates for requests involving SQL injection testing, SQLi exploitation, database security assessment, or injection vulnerability verification.
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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 django-security, daredevil_nba_sportsdata, office-document-specialist-suite. 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.