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.
-
kaltura Skill Kaltura APIBuild applications on Kaltura — The Agentic Digital Experience Platform. 52 guides covering authentication (sessions, AppTokens, SSO/SAML), content management (upload, search, categories, metadata, captions), playback, AI services (captions, translation, agents, conversational AI), virtual events, user management, multi-stream, cue points & interactive video (hub + 5 dedicated type guides), short links, content distribution, syndication feeds, analytics, gamification, webhooks, messaging, content moderation (flagging, AI-powered via REACH), experience components (Player, Express Recorder, Captions Editor, Genie Widget, Media Manager, Content Lab, Agents Widget, VOD Avatar Studio, Agentic Avatars via intelligent-agents-sdk, Chat & Collaborate, Embeddable Analytics), Unisphere framework, multi-account management, LTI/LMS integration. 980+ tests validated against live API. API v3 (form-encoded) and modern JSON APIs with curl examples.
-
kangwang42 Bundle Safe Space CleanerAudit and safely reclaim disk space on Windows, defaulting to C:, with verified temporary-file and pure-cache cleanup, review-required installer and large-file candidates, protected-path exclusions, interactive confirmation, and complete JSON/CSV/Markdown reports. Use when a user asks to inspect, clean, free, or explain disk space on a Windows drive; remove temporary or cache files; find old installers or large files; or produce an auditable cleanup report. Do not use for partitioning, formatting, registry cleaners, non-Windows systems, or deleting user content without item-level approval.
-
kappaemme-git Bundle Local Client ProspectorUse this skill to find and qualify local business prospects near a location, especially shops, gyms, restaurants, clinics, salons, and local services that may need a website. It uses the integrated browser for assisted research, checks whether each business has a real website or only social profiles, and returns a concise lead sheet in chat or CSV-style rows.
-
kdocs-app Skill Kdocs操作金山文档(WPS 云文档 / Kdocs / 365.kdocs.cn / www.kdocs.cn)云文档的官方 Skill。核心能力覆盖云端新建、读取、编辑、搜索、分享、整理在线文档(智能文档、Word、Excel、PDF、PPT、演示文稿、智能表格、多维表格)及个人知识库。当用户的任务涉及云文档操作时使用,包括但不限于:写周报/日报/工作汇报、处理合同/发票、创建报名表/登记表、网页剪藏、接龙转表格、信息收集、文档总结与内容生成、改写仿写、翻译、AI PPT生成、PDF拆分导出、标签分类归档、收藏管理、碎片笔记整理、表格美化、回收站还原、知识库管理。
-
kelviq Bundle TareDiagnose Claude Code usage limits — find out where tokens actually went and why a 5-hour or weekly limit was hit. Use this whenever the user mentions hitting a usage limit, being rate limited, burning through their quota, running out of Claude Code usage, unexpected or suspicious token consumption, "why am I hitting limits", phantom usage, or asks to audit, analyze, or track their Claude Code token usage. Also use when the user asks how full their 5-hour window is, whether it is safe to start a big task now, which tool, model, project, file, MCP server, skill or subagent is eating their quota, what their usage would cost on the API, whether a habit or update changed their consumption, whether something is using Claude Code in the background or while they were away, or wants a usage report, a week-over-week comparison, a spreadsheet export, or a shareable redacted summary. Questions about the user's OWN tokens, usage, quota or limits — "where did my tokens actually go this week?" — mean this skill and the loca
-
kenn-io Bundle Msgvault QueryQuery msgvault archive analytics via SQL views. Use when: querying email, chat, or meeting history, analyzing senders/domains/labels, thread analysis, attachment stats, messages per month, sender graphs, domain breakdowns, message analytics. Triggers on: msgvault, message archive, email archive, chat archive, message search, email search, message analytics, sender analysis, domain analysis.
-
kesslerio Bundle Fitbit AnalyticsFitbit health and fitness data integration. Fetch steps, heart rate, sleep, activity, calories, and trends from Fitbit Web API. Generate automated health reports and alerts. Requires FITBIT_CLIENT_ID, FITBIT_CLIENT_SECRET, FITBIT_ACCESS_TOKEN, FITBIT_REFRESH_TOKEN.
-
lgwanai Bundle Echart Skill使用本地 SQL/DuckDB 分析 Excel、CSV 或数据库数据,并生成可审计、可离线运行的 ECharts 图表、Dashboard 和分析报告。适用于数据导入、清洗、查询、同比环比、诊断分析、可视化和企业 BI 交付。
-
lifearchiveproject Bundle Wechat MCP CopilotUse WeChatDataAnalysis MCP to inspect local WeChat accounts, contacts, sessions, messages, Moments, media, and analytics through a small routed playbook. Trigger when the user asks to search, summarize, diagnose, or reason over local WeChat data.
-
limingrui679-design Bundle High Stakes Analytics Decision LabBuild or review source-backed descriptive, diagnostic, predictive, and prescriptive analysis for consequential decisions. Use when an agent must profile and safely prepare uploaded data, turn a real dataset or research question into a reproducible study, investigate drivers without overstating causality, validate a model, compare feasible actions under dependent uncertainty and tail risk, trace every parameter to evidence and approval, or produce an answer-first analytical report across health, business, finance, policy, engineering, operations, behavioral science, AI, or planning.
-
linsheng9731 Skill Openclaw InsightAnalyze OpenClaw AI assistant usage patterns and generate interactive insight reports. Trigger when users ask about: OpenClaw usage stats, session analytics, token consumption, cost estimation, friction analysis, optimization suggestions, or any request to audit/visualize OpenClaw session data (e.g. "show my stats", "how much am I spending on AI", "usage report").
-
liusai0820 Bundle Mindmap Generator思维导图生成器 - 从图片或文档快速生成高质量思维导图。 支持图片识别(PNG/JPG/GIF/WebP)和文档分析(TXT/MD/DOCX/PDF), AI 自动提取结构生成层级清晰的思维导图,同时输出三种格式: PNG图片(易分享)、XMind(可编辑)、Markdown(可修改)。 触发场景:用户上传图片/文档要求生成思维导图、图片转思维导图、 文档转 xmind/图片、帮我做个思维导图等。 必须使用此 skill 的场景(优先级高): - 用户上传了图片文件(png/jpg/webp等)要求"转成思维导图"、"转成xmind"、"生成脑图" - 用户上传了文档(pdf/docx/md/txt)要求"整理成思维导图"、"提取大纲"、"生成脑图" - 用户说"把这张图转成思维导图"、"这个文档帮我做个xmind" - 用户提到"思维导图" + "图片/文档/文件" - 用户询问"怎么用AI把图片转成思维导图" 不应触发的场景: - 用户只是想"总结文档内容"而不需要生成思维导图文件 - 用户想"画流程图"、"做PPT"、"生成图表" - 纯文本处理任务(如 CSV 转 JSON)
-
scoobynko Bundle Case StudyHelp designers and design engineers write portfolio case studies as markdown files. Use this skill whenever someone wants to write a case study, portfolio piece, project write-up, or craft essay about something they designed or built. Triggers on "case study," "portfolio piece," "write up what I built," "document this feature," "craft post," or any request to turn shipped (or unshipped) design work into a presentable markdown page. Also triggers when someone mentions a git branch, PR, or diff in the context of writing about their work, or wants to pull analytics data to quantify impact. Works for UX, product, visual, interaction, design systems, research, and design engineering designers. This is a portfolio coach that asks the right questions, not a template filler.
-
scverse Bundle DecouplerUse for any task involving the decoupler library — inferring biological activity/enrichment scores from omics data (bulk, single-cell, spatial). Triggers on estimating transcription factor (TF) activity, pathway activity, or gene-set enrichment from an AnnData/DataFrame; running ulm, mlm, ora, gsea, gsva, aucell, viper, zscore, waggr, mdt, udt; multi-method consensus; fetching prior knowledge (CollecTRI, DoRothEA, PROGENy, MSigDB hallmarks, OmniPath); pseudobulk and expression filtering; using bundled example datasets (pbmc3k, covid5k, erygast1k, hsctgfb, msvisium, knocktf, toy) and whether they are raw counts or normalized; ranking/plotting activity scores; or benchmarking methods against ground truth. This is a router skill — read the relevant file under references/ before writing decoupler code, because outputs land in different places and several defaults are non-obvious.
-
m13v Skill Claude Usage CalcCalculate Claude Code token consumption, message counts, and list-price cost from local JSONL transcript logs. Use when the user asks "how many tokens / prompts / messages did I use", "what's my Claude cost", "usage in last N days", or anything about local Claude Code usage analytics.
-
m1heng Skill Signoz CLIQuery traces, logs, and metrics from SigNoz using the signoz CLI. Use when debugging observability data, checking alert rules, listing services, or running PromQL/ClickHouse SQL queries against a SigNoz instance.
Audited -
lmnr-ai Bundle LaminarInstrument code with Laminar tracing, run the Laminar CLI, query trace data with SQL, debug agents with record/replay, and migrate from other observability tools. Use when a user mentions Laminar, lmnr, the @lmnr-ai/lmnr or lmnr SDK, lmnr-cli, adding LLM/agent tracing or spans to a TypeScript or Python codebase, viewing traces in the Laminar UI, querying spans/traces, debugging an agent under LMNR_DEBUG (recording runs, replaying cached LLM calls, annotating debug sessions), or moving from Langfuse, LangSmith, Helicone, or OpenTelemetry to Laminar.
-
lovrabet Bundle LovrabetLovrabet 运行态 CLI — 面向业务场景的 AI 操作套件,通过 lovrabet 命令管理应用目录、业务角色与权限、用户级外部账号、Service Tree 业务命令、API 文档发现、数据集查询、Instant API 数据操作、Custom SQL/Backend Function、Personal Backend Function、文件上传、面向票证类业务材料文字与结构化字段提取的 OCR、定时任务、Skill、知识库与运行态 app-config key 状态检查。触发词:云图、lovrabet、lovrabet-cli、业务角色、角色成员、页面权限、菜单权限、数据集权限、user-account bind、provider 外部账号绑定、钉钉 userId 绑定、service tree、业务服务树、api-doc、dataset、data filter、file upload、file query-url、ocr recognize、OCR 识别、票证文字提取、票证字段提取、发票识别、票据识别、证照识别、附件上传、personal-bff、schedule、定时任务、cron、kb、skill、sql exec、bff exec、app-config、accessKey、compress、jq。
-
lovrabet Bundle RabetbaseUse for Lovrabet development work through the rabetbase CLI: create or bind projects (including creating an AppCode project in the current folder), pull Dataset/API facts and maintain SDK clients, or manage datasets, Instant API access policies, database connections, pages, SQL, Backend Functions, menus, notifications, knowledge bases and kb search, Agent Context Rules, roles, files, OCR, deployment metadata, platform issues, and 钉钉沙箱账号绑定. Trigger when the user mentions rabetbase, Lovrabet development, AppCode, Dataset, Instant API allow/deny/route policy, project creation, api pull/codegen, dblink, page, SQL, BFF, menu, notification, knowledge base, kb search, Agent Context Rules, RULES.md, DATABASE.md, rule list/get/set, role, file/OCR, or related development workflows.
-
luqi67677 Bundle Market Table Research开展证据驱动的市场分析、竞品研究、硬件产品调研、用户与人群调研,核验公开来源并输出结论优先、字段统一、证据可追溯的 Word、Excel 或 Markdown 报告。适用于分析市场格局、硬件配置与装配、目标用户、核心需求、竞品与替代方案、价格销量、团队、营销运营和产品机会;不适用于证券行情分析或投资建议。
-
slfmr1 Bundle XLSX UltimateBuild, edit, and verify Excel spreadsheets with Python-backed backtesting. Every formula is independently recalculated and compared. Use for financial models, engineering calcs, dashboards, budgets, payroll, and any tabular data work. Trigger: Excel, spreadsheet, .xlsx, .csv, budget, financial model, pivot table, formula, or calculation. Do NOT use when the deliverable is a Word doc, PowerPoint, or Python script.
-
seatlayer Bundle Integrate SeatlayerAdd, review, diagnose, or verify SeatLayer integrations inside existing applications. Use for managed hosted booking, direct links, embeds, Organizer Websites, Buyer SDK installation, SeatPicker or SeatingChart, mobile SDKs, server SDKs, custom checkout, holds, private or partner sales, buyer access sessions, channels, workspaces, Embedded Designer or control room, webhooks, analytics, checkout recovery, go-live review, and SeatLayer-related code generation or troubleshooting.
-
seo-baby Skill Tiktok SlideshowCreates TikTok image carousels (slideshows with text overlays on photos) via the ViralBaby API. Use when the user wants to: create TikTok slideshows or carousels, find/search for background images for social media content, post or upload slideshow content to TikTok, edit slide text, or manage image collections for content creation. Do NOT use for: general TikTok account management, TikTok analytics or metrics, video editing or video creation (this is for photo slideshows only), non-TikTok social media platforms, or any task unrelated to creating visual slideshow content for TikTok.
-
sfc-gh-nejain Bundle Document Intelligence**[REQUIRED]** For **ALL** document/file extraction, parsing, or processing tasks with Snowflake Cortex AI. Use when: extracting data from PDFs, parsing documents/files, processing invoices/contracts/reports, analyzing charts/blueprints, building document pipelines, reading files from stage, OCR tasks. Triggers: - Documents: document extraction, parse document, documents in stage, docs, paperwork, papers, pages, forms, sheets - Files: file extraction, parse file, files in stage, process files, read PDF, attachments, uploads, assets, blobs, objects, artifacts, staged files, uploaded files - Formats: PDFs, Word docs, Excel files, spreadsheets, slides, presentations, images, scans, screenshots, scanned documents - Business docs: invoices, receipts, bills, statements, quotes, purchase orders, POs, contracts, agreements, policies, claims, reports, manuals, guides, specs, datasheets, applications, certificates, licenses, letters, memos, proposals, work orders, medical scans, lab results, prescriptions, medical reco
-
shannhk Bundle Paid Collab ExtractorExtract every creator paid for a collab on an X/Twitter post via paid.airaa.xyz. Use when the user gives a tweet/X URL and asks to find paid creators, paid collaborators, sponsored creators, who was paid to promote a tweet, who got paid for the collab, or references paid.airaa.xyz, airaa.xyz, or Airaa. Outputs a CSV with handle, display name, followers, tier (Nano/Mid/Macro/Mega), likes, RTs, views, snippet, quote-tweet URL, and profile URL. Triggers on "who was paid for this tweet", "paid collabs", "airaa", "paid promotions", "who got paid to post this", "sponsored creators on this tweet", "extract paid collaborators", "/paid-collab-extractor".
-
shanyin-ai Bundle Director Master山音超级导演大师——由 @山音 设计的导演视听技能,与「山音超级编剧大师」联动。 从剧本出发,完成导演定调、节奏规划、剧本微调、分镜拆解,最终生成标准九列分镜表(xlsx)。 分析了世界顶级导演的视听理论,内置数十种影片类型的导演风格模板库, 支持类型交叉组合。覆盖从概念超短片到长片的全格式分镜。 当用户提到分镜、分镜表、导演、镜头语言、运镜、构图、景别、剪辑节奏、 视听风格、摄影角度、导演风格、拍摄方案、分镜拆解、storyboard、 或任何涉及将剧本转化为可执行拍摄方案的请求时,务必使用此技能。 即使用户只是说"帮我拆分镜""这场戏怎么拍""给我一个导演方案"也应触发。 当用户已有编剧大师生成的剧本并想进入导演阶段时,也应触发。
-
shhac Bundle Agent CloudflareRead-first Cloudflare operations triage via a secret-safe CLI: accounts, zones, DNS, SSL/TLS, rulesets and WAF, cache, Workers, KV, R2, Waiting Rooms, audit logs, analytics, and snapshots. Use when checking zone or DNS configuration, investigating traffic, cache, firewall, or certificate behaviour, looking up account and zone IDs, or making authenticated reads and dry-run mutation previews without exposing API tokens.
-
shhac Bundle Agent SQLRead-only-by-default SQL CLI supporting PostgreSQL, CockroachDB, MySQL, MariaDB, SQLite, DuckDB, Snowflake, and MSSQL. Use when exploring schemas, tables, columns, indexes, and constraints, running SELECTs, explain plans, samples, or counts, querying parquet through DuckDB, managing connections, or writing data when explicitly permitted with --write.
-
shibayamalicht Bundle HubbleJ-PlatPat の商標CSVから、企業ポートフォリオのブランドイメージ空間分析 (8軸ルーブリックへのLLM採点・重心/分散・時系列ドリフト・ホワイトスペース)を行い、 APOLLO CAPCOM デザインのコンサル品質レポート(PDF)とビジュアルサマリーを生成する。 ユーザーが「商標CSV」「商標分析」「商標ポートフォリオ」「ブランドイメージ」 「イメージ空間」「競合の商標」「出願動向のイメージ面」「ネーミングの傾向」 「リブランディングの兆候」「ホワイトスペース」「J-PlatPatのデータを分析」などに 言及したら、スキル名を明示されなくても必ずこのスキルを参照すること。 区分件数の統計分析のみが目的の場合(TradeMark Evolution の領分)は対象外。
-
subsquid-labs Bundle Bigquery Blockchain DatasetsQuery the BigQuery public blockchain datasets — Ethereum, Polygon, Arbitrum, Optimism, Avalanche, Cronos and TRON (goog_blockchain_*_us), plus crypto_ethereum and crypto_bitcoin — with correct SQL at controlled cost. Use before writing any SQL against bigquery-public-data blockchain tables, when the user names one of these datasets, or for on-chain analytics on these chains: blocks, transactions, logs and events, traces and internal transactions, token transfers and holders, wallet history, gas fees, ETH balances, contracts, NFT activity, USDT on TRON, Bitcoin UTXOs. Not for private BigQuery datasets, Dune/Flipside SQL, or other bigquery-public-data crypto_* datasets (Solana, Litecoin, …).
-
supabase Skill New LintCreate a new splinter lint — a SQL view that checks for a database anti-pattern. Use this skill when the user asks to add a lint, create a new check, implement a linting rule, or extend splinter with a new detection.
-
snowboard-software Bundle DotQuery company data using Dot, an AI data analyst with access to your databases. Use when users ask about data, metrics, KPIs, reports, SQL, dashboards, or say "ask dot" or "check the numbers".
-
soapboxbuild Bundle XLSX Live ReviewTurn an already-filled .xlsx into a shareable, live-editable Google Sheet for human review and sign-off, then pull any edits back out as the .xlsx of record. Use this whenever a filled Excel deliverable (a filled template, a generated register, a cost model) needs a human to actually open, comment on, or edit it before it's considered final — not for generating a new spreadsheet from scratch. Triggers on: "let me review this in Sheets", "make this editable", "share this spreadsheet for review", "get sign-off on this xlsx", "live-edit this excel file".
-
sociilabs Skill Conversion TrackingAudit an ecommerce site's end-to-end conversion tracking stack (Meta Pixel + CAPI, GA4, Google Ads Enhanced Conversions, TikTok, LinkedIn, Pinterest, Reddit, Stripe Checkout, Consent Mode v2, coupon/offer pages) and produce a versioned Markdown report with what's done, what's missing, exact code snippets, and prioritized next steps. Use this whenever the user mentions setting up conversion tracking, ad pixels, Meta/Facebook Pixel, Conversions API, CAPI, GA4 ecommerce events, Google Ads conversion tracking, Enhanced Conversions, TikTok Events API, LinkedIn Insight Tag, Pinterest Tag, Reddit Pixel, Stripe Checkout success/webhook setup, Consent Mode v2, coupon/offer pages, discount attribution, UTM tracking, event deduplication, tracking audit, or "why aren't my conversions being tracked." Also use when adding analytics to an ecommerce site or checking a launch-readiness checklist for a store.
-
solidx86 Bundle Fund ScreenerBulk-screen all Public Mutual unit trust funds from Monthly Fund Report (MFR) PDFs and produce a fund master list as a formatted Excel file (importable to Google Sheets). Applies weighted alpha scoring: qualifies funds whose weighted alpha (YTD 5%, 1Y 15%, 3Y 40%, 5Y 25%, 10Y 15%) is positive, ensuring alpha quality matters more than binary pass/fail counts. Use this skill whenever the user says things like: "screen the new MFR", "update the fund qualification list", "which funds qualify this month", "run the fund screener", "update with the [month] MFR", "new monthly report is out — re-run the analysis", or any request to produce or refresh a qualified funds shortlist from Public Mutual MFR data. Also trigger when the user wants to compare qualified funds across months, filter by asset class (equity, bond, Shariah), or update the Google Sheet / Excel output. If the user drops new MFR PDFs and says "these are out" or "new reports", use this skill.
-
southwind-ai Bundle Use WhispersGuide for building products and integrations on top of Southwind Whispers — an AI-powered analytics and report generation platform. Covers domain concepts (data origins, data sources, reports, agents), API key authentication, and end-to-end developer workflows. Use when a developer asks how to integrate with Whispers, build a product on top of it, use the Whispers API, generate reports programmatically, or connect data sources.
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 decoupler, dot, kaltura-api. 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.