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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camiloespinoza Bundle Accountant Cl Nestjs PrismaChilean accounting system design for NestJS + Prisma ORM. Covers double-entry GL, subledgers, DTE/VAT posting (SII), closings, financial/tax reports, bank reconciliation, and parameterizable tax rules. Use when designing or implementing accounting modules, journal entries, chart of accounts, Chilean tax logic (IVA, DTE, F29), Prisma schemas for accounting, or financial/tax SQL reports in NestJS.
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carapace-sh Bundle JqUse when working with the jq command-line JSON processor — filters, builtins, operators, path expressions, assignments, variables, functions, regex, format strings, dates, modules, invocation flags, and exit codes. Triggers on all jq-related topics: filters, programs, queries, the manual, builtins, regex, modules, reduce/foreach, select/walk/recurse/map, CLI flags (--arg, --argjson, --null-input, --raw-output, --compact-output, --stream, --exit-status), format strings (@base64, @csv, @sh, @uri), tojson/fromjson, date functions, $ENV/env, path functions (getpath, setpath, del, paths), sort/group_by, sub/gsub/test/match, with_entries/map_values, modulemeta/import, input/inputs, operators (//, destructuring), control flow (label, break, try, catch), and SQL-style builtins (INDEX, JOIN).
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carrielabs Bundle Data BriefUse this skill when the user provides a dataset (CSV, Excel, JSON, SQL dump, or raw text data) and asks for analysis, insights, a data report, a dashboard, or any form of data visualization. Trigger phrases include: "analyze this data", "make a dashboard", "what does the data say", "give me insights", "build a report", "data brief", "data-brief", "data visualization", "帮我分析数据", "做一个数据看板", "给我洞察", "数据简报", "做个报告". Also triggers when user shares a file path to a data file and asks "what can you find" or "tell me what this data says".
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carrielabs Bundle Reddit IntelScrape Reddit posts by keyword, classify intent and sentiment by industry, translate to Chinese, and export a bilingual Excel intelligence report. Trigger when user says: scrape reddit, reddit analysis, reddit insights, monitor reddit, 爬reddit, reddit舆情, reddit帖子分析, 分析reddit, reddit监控, 帮我看看reddit上, reddit上有什么人说
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cathrynlavery Bundle TallyTally Forms REST API CLI for form management and automation. Use when creating/updating forms, reading submissions, exporting CSV or JSON, managing webhooks, or browsing workspaces via the Tally API.
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alphaparkinc Bundle Genpark Claw DesktopThe open-source, instantaneous, and superior alternative to GenPark's corporate "Desktop AI Workspace". Execute complex multi-file reasoning, deep document parsing (TXT, MD, CSV, JSON), and automated reporting directly on your local machine using the GenPark framework.
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alphaparkinc Skill Genpark Doc ProcessorIntelligent document, PDF, and spreadsheet data extractor.
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digitizers Bundle Cloudways MCPOperational guide for managing Cloudways servers and applications, across one or several Cloudways accounts, via the official Cloudways MCP server (Cloudways' hosted MCP / Remote MCP, per their support docs). Use whenever the user mentions Cloudways, a Cloudways server or app, server monitoring, app monitoring, bandwidth, disk usage, PHP/MySQL/traffic analytics, Varnish cache, app cloning, backups/restore on Cloudways, Git deployments on Cloudways, SSL/Let's Encrypt on Cloudways, malware scans / Security Suite, staging sync, team members, AgencyOS client billing, or running an audit/onboarding on a Cloudways-hosted client site. Any write operation (start/stop/restart server, backup, restore, update CNAME, purge cache, change service state, git pull, SSL install/revoke, IP whitelist update, staging sync, team/billing changes, delete server/app) requires explicit confirmation of target server/app and intended action before execution.
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dinesh0666 Bundle DatastoryAuto-generates an executive data narrative report from any uploaded CSV or Excel file. Use this skill whenever a user uploads a CSV, XLSX, or data file and wants analysis, a data story, a data profile, a summary report, insights, anomaly detection, or an executive summary of their data. Also trigger when user says things like "analyze this data", "what does this dataset say", "generate a report from this file", "profile my data", "summarize this spreadsheet", "turn this into a story", or "data story". The output is a polished Word document (.docx) with a full data profile, key metrics, anomaly callouts, trend insights, and an AI-written executive narrative — zero manual effort.
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diskd-ai Bundle Diskd CLIdiskd CLI (`diskd`) usage for platform Projects, project-scoped Drive Sessions, and Drive files through the public apis-service gateway. Use when managing projects (`project`), listing or reading sessions (`session list/read/messages`), applying authorized session mutations, listing, reading, downloading, searching, uploading, syncing, copying, moving, or deleting Drive files; running exact/BM25 search (`grep`), semantic search (`vsearch`), natural-language spreadsheet questions (`biquery`), Drive DB operations, auth/context, self-update, JSON output, or the embedded MCP server. Triggers on mentions of diskd, diskd CLI, project/session CLI access, `diskd project/session/download`, Drive commands, or adding diskd as an MCP server to an agent.
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d-laub Skill XolarsUse when writing or modifying Python code that imports `xolars` — pairing an xarray Dataset with per-dimension Polars frames, constructing the `Xolars` container, selecting with isel/sel, or doing zarr+parquet round-trips via write/open. Skip for plain xarray or polars work that doesn't touch the `Xolars` class.
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d-wwei Bundle Financial AnalysisBuild institutional-grade financial analyses: comparable company analysis, DCF valuation, LBO model, and Excel spreadsheet workflows. **Functions:** - Comps Analysis: Build comparable company analyses with valuation multiples - DCF Model: Discounted Cash Flow valuation models - LBO Model: Leveraged Buyout modeling - 3-Statements: Income Statement, Balance Sheet, Cash Flow integration **Activate when:** User wants financial modeling, company valuation, investment analysis, M&A comps, Excel reports **Note:** This skill provides analysis methodology. Real-time financial data requires external data sources (APIs, Bloomberg, etc.)
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d33pm3 Bundle Powergrid IndiaPAN India RE Substation skill - 132+ CTU/PGCIL substations across 5 regions (WR, NR, SR, ER, NER) and 30 states. Performs live web research (CTUIL, PGCIL, CEA, MNRE, GEC), reconciles against the embedded baseline, and builds a 10-sheet XLSX workbook with an Analytics Dashboard. Always use this skill for: India RE substation data; RE-grid XLSX workbooks; PGCIL/CTUIL substation lists; GNA/LTA connectivity margins; Green Energy Corridor Phase-I/II; 765/400 kV evacuation nodes; BESS or Pump Storage nodes; RE parks (Khavda, Bhadla, Pang, Pavagada, Kurnool, Fatehgarh, Barmer, Rewa); RE developers (Adani Green, NTPC, SECI, ReNew, Greenko); FDRE/hybrid/PSP nodes; InvIT RE transmission assets. Invoke even for casual queries touching India RE substations, PGCIL, or CTUIL. Not for electricity tariff or regulatory-law questions, discom/utility financial modeling, or thermal topics with no RE evacuation angle.
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dprolabs Bundle Dpro HlUse this skill for Hyperliquid and dPro workflows: market/account reads, asset reads, news reads, account readiness checks, spot-perp fund transfers, explicitly confirmed live trading, and dPro onchain analytics. Supports spot, perp, and HIP-3 assets with strict symbol matching, explicit market namespaces for trading, account resolution, preflight checks, and post-submit verification.
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darkrishabh Bundle Basic SkillSummarize small CSV files and identify the highest revenue month.
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dragon1086 Bundle Prism Entry Quality AnalysisAnalyze PRISM-INSIGHT entry or buy quality and trigger experiments from sanitized observability JSONL using the deterministic Evidence Packet workflow. Use for requests such as "매수품질 데이터 분석해줘", "진입품질이 좋아졌나", "어떤 트리거가 좋은가", trigger replacement, replay, SHADOW readiness, or LIVE promotion review. Do not use ad-hoc SQL or infer confirmed fills.
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dromara Bundle Autotable UsageAutoTable 框架完整使用指南。基于 JDBC 的自动建表框架(非 MyBatis 依赖),支持 9 种数据库。覆盖注解配置、多数据库适配、生命周期钩子、SPI 扩展、SQL 审计、数据初始化、多数据源等。当用户询问 AutoTable 的用法、注解、配置、扩展、最佳实践时激活。
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drtgryhf-svg Bundle Data Analysis业务数据分析助手(电商/增长方向)。连接 MySQL 数据库或读取 CSV/Excel,完成需求澄清 → SQL 查询 → 数据体检 → 全自动清洗 → 自动 EDA 探索 → 漏斗/留存/复购/RFM/指标异动归因分析 → 可视化 → 结论先行分析报告的完整流程;内置只读安全防护、MySQL 8 SQL 模板、10 个开箱即用脚本和演示电商数据,对新手友好。当用户提到分析数据、查数据库、写 SQL、漏斗、留存、转化率、GMV、DAU、复购、用户分群、指标为什么涨/跌、做报表,或给出任何 csv/xlsx/数据库数据想找业务结论时都应使用——用户不必说出"数据分析"四个字。
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dtsola Bundle Xiaoyaoclaw Kb RetrieverOpenClaw local knowledge-base retriever & QA over a local directory (md/pdf/xlsx): hierarchical data_structure.md index navigation + progressive retrieval, core retrieval zero-dependency, Windows & macOS (PDF/Excel need on-demand pip packages, see skill body). Use when user asks to retrieve/answer from a knowledge base directory (knowledge base/retrieve/ RAG over local files). 中文:面向本地知识库目录的检索和问答助手。 核心流程:(1)分层 data_structure.md 索引导航 (2)遇到 PDF/Excel 时必须先读取 references 学习处理方法 (3)处理文件后再检索。按文件类型组合使用 grep/Select-String、read、pdfplumber、pandas 进行渐进式检索,避免整文件加载。 用户问题涉及"从知识库目录回答问题/检索信息/查资料/knowledge base/本地知识库检索"时使用。 与 xiaoyaoclaw-workspace-initializer(目录规范)、xiaoyaoclaw-memory-distill(记忆蒸馏)、 xiaoyaoclaw-task-progress-tracker(任务进度)组成四件套。
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duckduckgo Skill Optimize Button PatternsIteratively improves cookie-popup button regex patterns in button-patterns.js against labelled-button-texts.csv. Use when labels are updated, benchmark coverage is low, or the user asks to optimize/fix button pattern regexes. Targets zero false positives and ≥90% weighted coverage per label (settings, accept, reject, acknowledge).
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eatmoreduck Bundle Boss Zhipin ScraperScrape BOSS直聘 (job listing site) via Chrome CDP. Searches jobs by keyword/city/filters, fetches JD details, outputs structured JSON/CSV with plaintext salary, and can summarize scraped results into a job-market prompt. Use when user wants to search/analyze jobs on BOSS直聘 or zhipin.com.
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eclipse-vertx Skill Writing TestsTesting patterns for Vert.x SQL Client: test frameworks, async testing, test locations, and how to run tests.
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conceptwebworld26 Bundle Notes To DiagramTurn rough, unstructured points into finished diagrams for Mermaid, draw.io and Lucidchart - classDiagram, sequenceDiagram, flowchart, erDiagram, C4, stateDiagram, gitGraph, gantt, pie/xychart - then export them to SVG, PNG or JPG and bundle every image into one PDF. Use this whenever someone supplies raw material (a .docx, .pdf, .xlsx, .csv, .txt, meeting notes, a pasted bullet list, scribbled requirements, a spec dump) and wants it visualized, mapped out, modelled, diagrammed, or turned into an editable diagram file - including "make a flowchart from this", "turn these notes into an ERD", "diagram this doc", "give me a draw.io file", "I need this in Lucidchart", or "export the diagrams as PNG and put them in a PDF". Also use when notes must become a diagram of a named type but are messy, incomplete, or out of order.
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crafter-station Skill Sismo CLIConsultar datos sísmicos públicos de Perú (IGP) y Colombia (SGC), además de datos volcánicos peruanos, desde terminal con procedencia trazable. Usar cuando el usuario pida sismos de Perú o Colombia, magnitudes, aceleraciones por estación, waveforms Z/N/E, exportar GeoJSON/CSV, niveles volcánicos publicados o verificar fuentes. Cada salida incluye fuente oficial, hora de consulta y limitaciones. Read-only, sin credenciales.
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crazyykhllc-bit Bundle Cyber Ppt当用户需要把 DOCX、PDF、TXT、XLSX、研究报告、业务材料或原始数据转成高密度、可编辑、咨询风格 PPTX 时使用;也适用于需要 SCR 论证、视觉风格探索、详细图表和渲染质检的 PPT。
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cslawyer1985 Bundle Data Observatory DashboardUse when transforming arbitrary structured or semi-structured data into a high-density, source-aware, interactive data visualization dashboard. Fits CSV, Excel, JSON, webpage tables, public datasets, research/policy/legal/financial/industry data, and requests that mention "可视化仪表盘", "数据可视化", "矩形树图", "treemap", "数据看板", "报表可视化", "Excel 做成看板", "业务数据大屏", "交互式数据大屏", "数据观察仪表盘", "高密度可视化", "沿用矩形树图数据观察仪表盘方法论", "自动获取数据并可视化", or "把这些数据做成交互网页".
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curiosity-ai-bv Bundle BabylonjsBabylon.js 8 3D engine development expertise with curated API patterns, code examples, and on-demand documentation access. Use when working with Babylon.js scenes, meshes, materials (PBR/Standard), cameras, lights, shadows, GUI (2D/3D), animations, physics (Havok), thin instances, glTF loading, post-processing, WebXR, procedural/code-built 3D models, or any 3D rendering task. Covers: (1) Scene setup and engine initialization (WebGL/WebGPU), (2) Mesh creation, transforms, instancing, and merging, (3) PBR and Standard materials with textures, (4) Camera types (ArcRotate, Universal, Follow), (5) Lighting and shadows, (6) 2D/3D GUI with AdvancedDynamicTexture, (7) Animation system and animation groups, (8) Asset loading (glTF, OBJ, STL), (9) Performance optimization and profiling, (10) ASRS/warehouse digital twin visualization patterns, (11) Procedural modeling: building high-quality 3D models from primitives with animation-ready parent/pivot hierarchies, CSG2 booleans, lathes, extrudes, and custom VertexData.
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atsign-foundation Bundle At Client Skills SdkUse this skill when a developer is building a Dart or Flutter app that depends on at_client or at_client_flutter from pub.dev, stores or shares data via the Atsign Protocol, needs onboarding (CRAM new-atsign, atKeys file, keychain, APKAM) or APKAM enrollment, asks how to open, own, stop or switch an AtClient or read its connection state (online / offline / refused), how its sync and notification services start and stop, or asks about AtCollection<T>, CItem<T>, Query<T>, sub-collections, event streams, read receipts, wherePath typed predicates, or watchWithTree deep hierarchies. Also use when the developer asks how to send or receive notifications via NotificationService, how to do request/response RPC between atsigns (AtRpc), how to run headless agents or CLIs (CLIBase) or coordinate multiple agent instances, how to read or write directly against the remote atServer (useRemoteAtServer), which pub.dev packages to add, how to unit-test without a live atServer, or whether to use AtCollection vs notifications+SQL
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axelfreeman Bundle Gymcam AnalyticsTurn a gym's existing cameras and class schedule into attendance and trainer-performance analytics — daily summaries, per-trainer fill rates and no-shows, classes ranked by profitability. Use when a gym owner asks which classes to cut, who their best trainer is, how busy the gym is today, or which classes make money — no check-ins, no new hardware.
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ayman-benmada Bundle Security AuditPerforms a complete application security analysis based on the OWASP Top 10 (2025). Use this skill whenever the user mentions: security audit, OWASP analysis, security code review, application vulnerabilities, application pentest, security review, security flaw, API security, code verification, hardening, or asks to verify the security of code, an architecture, or a configuration. Also trigger for terms such as: SQL injection, XSS, CSRF, weak authentication, secrets in code, sensitive data exposure, access control, SSRF. This skill orchestrates 10 OWASP category reference guides and produces a structured, actionable report.
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b3sty191 Bundle B3sty Skillb3sty rules for implementing, reviewing, debugging, refactoring, or optimizing RedM/FiveM Lua resources. Use for FXServer manifests, client/server Lua, natives/entities, native invocation from docs (hashes, InvokeNative, marshalling, RDR3 structs), events/callbacks/exports/NUI, NUI/browser-UI bridge (SendNUIMessage, RegisterNUICallback, SetNuiFocus), NUI XSS/player-string rendering, OneSync/entity networking (net IDs, ownership, routing buckets, broadcasts), built-in client events (weaponDamageEvent, explosionEvent), anti-cheat/event-security hardening (give-item/give-money dupe prevention, RegisterNetEvent trust boundary, ACE permissions, SQL injection, secrets/convars, identifier trust, payload size/depth bounds, economy audit trails), SetHttpHandler endpoint hardening, server convar hardening (sv_pureLevel, sv_scriptHookAllowed, sv_requestParanoia, rcon, endpoint privacy) and third-party resource vetting, server validation, throttles/cooldowns, state bags, CFX runtime gotchas (threads, source, exports, ide
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maks417 Bundle DOCX Extractor CLIExtract and analyze Word .docx files via the docx-extractor native binary — preferred over Python libraries when accuracy on tracked changes, comments with anchors, footnotes, headers/footers, or embedded images matters. Use whenever the user provides a .docx file or asks to read, summarize, or analyze a Word document. Do not use for creating or editing docx, or for PDF, PPTX, or XLSX.
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mapleeve Bundle Voscript APIUse when an agent needs to operate a VoScript server, automate transcription jobs, fetch or export transcript results, manage voiceprints, run AS-norm cohort workflows, or prepare public-safe VoScript validation/release notes.
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fibrousop07-dev Bundle Lazy SkillsRoutes multi-step or multi-tool tasks to the right combination of connected skills without loading every skill's full instructions upfront. Use this whenever a task plausibly touches more than one specialized skill in sequence or in combination — e.g. "query the database and validate the schema," "format this SQL and check it against the schema," or any request where completing it well would mean chaining two or more skilled capabilities together. Also use it proactively whenever you're about to invoke a skill and aren't sure whether related skills exist that the task also needs. Do NOT use this for single-skill tasks that already trigger cleanly on their own — it adds a lookup step that isn't worth it there.
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flexoid Bundle Ticktick CLIOperate TickTick through the `ticktick` command-line interface, including authentication, read/query flows, and safe mutations for tasks, projects, folders, columns, tags, habits, user info, focus analytics, and sync payloads. Use when users ask to run TickTick terminal commands, parse TickTick CLI JSON output, resolve IDs, or fix TickTick CLI configuration/auth failures.
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flipsidecrypto Bundle EdisylBuild and run AI agent fleets on the Flipside platform, connect data warehouses, and resolve natural-language analytics questions through Stratum. Use when authoring agents and skills from YAML, composing them into fleets and teams, starting missions, connecting a data source (Snowflake, Postgres, BigQuery, Databricks, Redshift, MySQL), or driving Stratum NL→SQL resolve and indexing. Requires the Edisyl CLI (https://github.com/FlipsideCrypto/edisyl-tools).
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 xolars, accountant-cl-nestjs-prisma, jq. 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.