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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indranilbanerjee Skill Parse CalendarParse a monthly content calendar from DOCX, XLSX, Notion, or pasted text into structured calendar-data.json — the source of truth every downstream skill reads. Triggers on "/parse-calendar", "parse the calendar", "import this calendar", "here is the month", "load the content plan", "calendar to JSON", or whenever a client calendar arrives in any format. No calendar yet? /socialforge:ideate-month drafts one in this exact shape.
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indranilbanerjee Skill Ingest PerformanceFeed last month's real numbers into next month's plan: ingest a platform analytics export (CSV from Instagram Insights, LinkedIn analytics, TikTok Studio, X analytics — any export with a post-id column) into per-post performance records, then rank the month's wins with sample floors and margin rules so ideation compounds measured winners, not remembered ones. Triggers on "/ingest-performance", "here are last month's numbers", "import analytics", "which posts performed best", "engagement report", "what worked last month", or whenever ideate-month needs its wins rung fed. Writes performance.json next to the month's tracker; /socialforge:ideate-month reads it and labels every win measured vs anecdotal.
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irwebtools Bundle SupabaseOptionally add a real backend when persistence, authentication, storage, shared data, or server-side behavior materially improves the experience. Use Supabase tools to move quickly while preserving SQL, migrations, policies, types, and API/data contracts developers can continue toward production.
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iura-ai Skill Przeglad TabelarycznyMasowy przegląd wielu dokumentów prawnych (umowy, NDA, umowy najmu, umowy kredytowe, SPA, MSA itp.) przez ekstrakcję ustrukturyzowanych danych do arkusza Excel w prawie polskim. Każdy dokument staje się wierszem; każde pytanie przeglądowe staje się kolumną. Używaj gdy użytkownik chce przeglądać, porównywać lub analizować zbiór dokumentów prawnych obok siebie, wyodrębniać kluczowe terminy z portfela dokumentów, przeprowadzać due diligence w data roomie, audytować portfel umów lub tworzyć arkusz podsumowujący klauzule, ryzyka, daty, zobowiązania lub odstępstwa w wielu umowach. Również wyzwalaj gdy użytkownik wspomina "przegląd tabelaryczny", "matryca dokumentów", "porównanie umów", "ekstrakcja klauzul", "due diligence", "audyt portfela umów", lub chce jakąkolwiek ustrukturyzowaną, wielodokumentową analizę prawną dostarczoną jako arkusz kalkulacyjny.
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iura-ai Skill Tabellarische BeoordelingMassale beoordeling van meerdere juridische documenten (contracten, NDA's, huurovereenkomsten, leningsovereenkomsten, SPA's, MSA's, etc.) door extractie van gestructureerde gegevens naar een Excel-spreadsheet naar Nederlands recht. Elk document wordt een rij; elke beoordelingsvraag wordt een kolom. Gebruik wanneer de gebruiker documenten wil beoordelen, vergelijken of analyseren naast elkaar, kernvoorwaarden uit een documentenportfolio wil extraheren, due diligence in een dataroom wil uitvoeren, een contractenportfolio wil auditen, of een spreadsheet wil maken met samenvattingen van clausules, risico's, data, verplichtingen of afwijkingen in meerdere overeenkomsten. Activeer ook bij "tabellarische beoordeling", "documentenmatrix", "contractvergelijking", "clausule-extractie", "due diligence", "contractenportfolio-audit".
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bolna-ai Bundle Setup InboundWire a Bolna voice agent to answer inbound calls on a specific phone number. Covers the `POST /inbound/setup` mapping, IVR menus and digit-collect steps (Plivo-only), caller identification via `ingest_source_config` (Internal API / CSV / Google Sheet), inbound spam controls (`inbound_limit`, `whitelist_phone_numbers`, `disallow_unknown_numbers`), and auto-switch multilingual system messages (hangup, user-online check, tool wait). Use when building a support line, front-desk agent, IVR router, or multi-agent department setup.
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bolna-ai Bundle Get ExecutionsFetch and analyze Bolna call execution data, raw logs, transcripts, recordings, costs, statuses, hangup details, extracted data, agent history, and batch executions. Use for debugging failed calls, analytics export, CRM sync, webhook reconciliation, and call monitoring.
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cdatasoftware Skill Connect AI GooglesheetsUse when querying Google Sheets data through CData Connect AI. Covers the Google Sheets data model (Spreadsheets and Sheets metadata, dynamic per-sheet data tables), the spreadsheet→sheet→data query flow, the create-spreadsheet/add-sheet/insert workflow, stored procedures, and Google Sheets-specific conventions. Composes on top of the connect-ai-base skill.
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cntwdev Skill SQL ExpertWrite, optimize, and debug SQL queries for any database dialect
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cntwdev Bundle File SummaryExtract core outline and key data conclusions from PDF / Word / Excel files of any size
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naieum Bundle Snitch VercelVercel security + readiness skill. Thin tools for the agent to compose. Detects the user's project, audits account/team/project/env/domains/deployments/protection/functions/middleware/storage/edge-config/log-drains/analytics/cost posture, applies idempotent hardening, and produces honest migration / scaling guidance. Triggers on audit my Vercel deployment, harden Vercel, Vercel security audit, secure Vercel project, Vercel deployment protection, Vercel env audit, should I move to Vercel, Vercel scaling readiness, Vercel incident response, Vercel custom domain TLS.
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nexus-research-lab Bundle XLSX只要电子表格文件(.xlsx、.xlsm、旧版 .xls、.csv、.tsv)是任务的主要输入或输出,或者需要 被打开、读取、创建、修改,就使用本 Skill。也适用于公式、格式、图表、数据清洗和表格格式转换。 不用于既不读取也不产出表格文件的一般数据分析、数据库流程、独立脚本或普通文档制作。
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ntygod Bundle Data Analyst当用户要在内存中对 CSV / JSON / Excel 做数据加载、清洗、统计分析、假设检验、图表可视化或数据质量检查时使用。
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ntygod Bundle Database Query当用户要连接外部数据库(SQLite / MySQL / PostgreSQL)编写 SQL、查询数据、导出结果或分析库表结构时使用。
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m-sec-org Bundle Pentest Fuzz SkillHelp with authorized Web pentest, Web fuzzing, and CTF-style vulnerability analysis. Use this skill whenever the user wants payload ideas, fuzz dictionaries, quick probe strings, test methodology, response-difference heuristics, or per-vulnerability checklists for common Web bugs such as SQL injection, XSS, SSTI, SSRF, XXE, file inclusion, IDOR, JWT weaknesses, deserialization, auth bypass, or command injection. Make sure to use it when the user asks how to test a Web bug, what characters or tokens to fuzz, how to organize notes by vulnerability type, or which vulnerability family a behavior most likely belongs to, even if they do not explicitly mention a skill.
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marcelinero Bundle Analitica DatosAplicar técnicas de análisis de datos en pruebas de auditoría — ACL, IDEA, SQL, Python, R — para procesar poblaciones completas, detectar anomalías, ejecutar reglas de negocio y producir evidencia objetiva. Activar siempre que se hable de analítica, data analytics, ACL, IDEA, scripting de auditoría, prueba al 100% de la población, queries, cruces, anomalías, outliers, reglas de detección, ETL, pruebas masivas, análisis de transacciones, examen extenso, CAATs, Computer Assisted Audit Techniques, big data en auditoría.
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nightdreams-bat Skill Setup HelpGuide the user through a manual multi-step setup they must do themselves — deploying a backend, changing domain DNS, configuring a VPS, a SQL migration, filing taxes, any procedure where the agent should NOT act for them. Keeps the current step in focus while always showing the remaining steps so nothing is lost when the user asks follow-ups. Use when the user says "setup help", "walk me through", "help me set up X", "guide me through X step by step".
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soia-team Bundle Soia Dev Officecli Ops以 OfficeCLI 安全读取、复制后修改并验证 DOCX、XLSX、PPTX。触发:「OfficeCLI」「OpenXML 验证」「Office 文件原子修改」
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studioxvii Bundle Parse MapParse structured Modbus register maps into candidate rows with source values, rejected rows, assumptions, and holds. Use when the source is CSV, JSON, XML, XLSX, or structured text and needs traceable candidate rows.
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studioxvii Bundle Build ModpollBuild deterministic read-only BETA artifacts for gavinying/modpoll or supported Witte Modbus Poll profiles. Use when the user asks for Modpoll, Witte Modbus Poll, gavinying CSV, or a Modpoll probe/final setup.
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studioxvii Bundle Analyze CaptureAnalyze bounded Modbus samples and report communication, timing, signal, and raw-word evidence. Use when the user has capture data, JSON/CSV samples, or asks about stale, missing, flatline, or signal-quality problems.
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studioxvii Bundle Compile User MapCompile an OEM Modbus PDF or structured register map plus measurement intent into an organized user map, JSON, CSV, and optional target outputs in one resumable run. Use when the user wants an organized user map or offline outputs from an OEM source rather than a specialist review chain.
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studioxvii Bundle Build Custom ExportBuild a deterministic declarative text or CSV export from a documented example and canonical Modbus map. Use when the user needs a reusable text or CSV exporter and not a Node-RED, Modpoll (BETA), or ModScan (BETA) adapter.
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tavily-ai Bundle Fill Missing FieldsFill in missing data on a list of companies, people, or products by looking each one up on the web. Use this skill when the user has a spreadsheet, CSV, or list of names and wants missing fields added — CEO, funding raised, headquarters, employee count, contact info, pricing, or any other web-discoverable attribute — or says "enrich this list", "fill in the missing columns", "add company data from the web", "find the CEO for each of these", "complete this spreadsheet", or "add contact info to this list". Takes a list you already have and adds columns to it. Do NOT use this for building a list from scratch (see build-entity-list) or for single-entity deep research reports (see tavily-research).
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kesepain-ke Bundle Kb Retriever本地双层知识库检索与问答。用户要求从知识库、资料目录或本地文档中查信息、总结、核对来源时使用。先按 data_structure.md 分层导航,再渐进检索候选文件;遇到 PDF/Excel 时先读取本 Skill 的 references 处理指南。
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lassejlv Bundle Legal Policy DrafterDraft, update, or audit legal-policy documents such as TERMS.md, PRIVACY.md, cookie notices, SaaS policies, app-store privacy text, and GDPR-friendly privacy disclosures from repository evidence. Use for legal policy work that requires inspecting product behavior, data flows, billing, auth, analytics, subprocessors, and missing business facts without inventing unsupported claims.
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mnhkahn Skill Roadbook路书分享——需要先 cyeam login(OneDrive),支持 CSV 文本生成路书列表、查看详情。不想坐过山车看球赛的话去问 tv skill。【重要】必须先读 skill 原文获取正确命令格式,禁止瞎猜。
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itechmeat Bundle Sqlite Database ExpertExpert in SQLite embedded database development for Tauri/desktop applications with focus on SQL injection prevention, migrations, FTS search, and secure data handling
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alexanderop 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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cmolg Bundle Ceet Data AnalyticsCognitive Extraction Engine for data scientists, analytics engineers, and data analysts. Use whenever a user wants to clone the judgment of a data practitioner — how they frame questions, design metrics, build models, run experiments, pick tools (SQL / Python / dbt / notebooks), and reason about confidence and causality. Trigger on "extract my analytics thinking", "clone our data scientist", "build an AI analyst that thinks like me", "interview me about metrics and experiments", "make a data cognitive clone". Outputs are tool-agnostic.
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heapy Bundle Kotlin ToolchainUse when working with JetBrains Kotlin Toolchain v0.12.x, formerly Amper, including module.yaml, project.yaml, module templates, nested templates, libs.versions.toml, the kotlin CLI wrapper, `//` project paths, Kotlin/JVM, Android, iOS, Kotlin Multiplatform, Kotlin/JS, Kotlin/Wasm (wasm-js, wasm-wasi), Kotlin/Native, server-side apps, dependencies, testing, KMP library publishing, Maven Central, build plugins, built-in technologies (Compose, Ktor, Spring Boot, serialization, kotlinx.rpc, DataFrame, Power Assert, KSP, Lombok), Maven and Gradle migration, JDK provisioning, and toolchain caches.
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impertio-studio Bundle Qgis Core Data ProvidersUse when loading data into QGIS, constructing layer URIs, or choosing between data formats. Prevents URI format errors that cause silent layer loading failures. Covers 12+ data providers, URI construction patterns, vector/raster/mesh formats, and GeoPackage best practices. Keywords: data provider, QgsDataSourceUri, load layer, Shapefile, GeoPackage, GeoJSON, PostGIS, WMS, WFS, memory layer, CSV, open file, import data, add layer, connect database.
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shisuidata Skill SQL ReviewerUse when reviewing SQL for data development. Checks logic correctness, metric consistency, joins, aggregations, deduplication, null handling, date boundaries, partition filters, performance risks, engine-specific issues, and safer rewrite suggestions.
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shisuidata Skill Data Doc WriterUse when writing or improving data documentation for warehouse tables, metrics, dashboards, SQL jobs, data products, or handover materials so other people and agents can understand data purpose, grain, fields, logic, ownership, and usage constraints.
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shisuidata Skill Table Design AdvisorUse when designing or reviewing a data warehouse table schema. Advises on warehouse layer, table grain, fact or dimension modeling, fields, primary key, partitioning, update strategy, lifecycle, naming, downstream usage, and data quality checks.
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shisuidata Skill Retention Cohort AnalysisUse when analyzing retention, cohort behavior, repeat purchase, active user return, lifecycle changes, or user stickiness over time. Builds cohort definitions, retention matrices, segment comparisons, and business interpretations.
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 data-analyst, kotlin-toolchain, parse-calendar. 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.