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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getcargohq Skill Enrich Company DataEnrich a list of companies with firmographics — industry, size, geography, founding year, and headquarters, powered by Cargo. Triggers: "enrich these companies", "add company size and industry to my list", "get firmographics for these domains", "enrich a supplied spreadsheet of company domains once", "fill in company data", "company enrichment", "enrich companies", "what sector is this business in", "how big is this organisation". Providers: cargo. Skip when: you want funding history — use track-funding-rounds; or tech stack — use find-companies-using-tech.
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nextstage-brasil Bundle Ns Graphrag(NS) GraphRAG process. Use for GraphRAG, knowledge graph over documents, multi-hop retrieval, entity/relationship extractors, indirect-link analytics, or grounded structured extraction — even if they only say RAG, NER, knowledge graph, or cited Q&A. Do NOT use for Postgres schema/mode alone (`ns-postgres-rag` first). Do NOT use for competing vector stores, free graph QL, or co-occurrence-as-edge.
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nextstage-brasil Bundle Ns Postgres RAG(NS) PostgreSQL retrieval — pgvector, hybrid FTS+vector, GraphRAG tables, multi-hop, 1MM+ scale. Use for RAG or GraphRAG on Postgres, pgvector, hybrid search, document links, entity merge, multi-hop, or 1MM+ retrieval — even if they say search, embeddings, or knowledge graph in SQL. Do NOT use for ontology/cite-or-refuse (`ns-graphrag`), app code, competing vector DBs, CrewAI, or generic web apps.
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nijanthan-dev Bundle Taxmate Australia WorkbookUse when the user needs TaxMate Australia accountant-facing Excel workbook outputs from reviewed tax-prep data.
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nuonuo0518 Bundle ExcelOpen, create, read, analyze, edit, or validate Excel/spreadsheet files (.xlsx, .xlsm, .csv, .tsv). Use when the user asks to create, build, modify, analyze, read, validate, or format any Excel spreadsheet, financial model, pivot table, or tabular data file. Covers: creating new xlsx from scratch, reading and analyzing existing files, editing existing xlsx with zero format loss, formula recalculation and validation, and applying professional financial formatting standards. Triggers on 'spreadsheet', 'Excel', '.xlsx', '.csv', 'pivot table', 'financial model', 'formula', or any request to produce tabular data in Excel format.
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nuonuo0518 Bundle Nba2k Skin Moment ConfigNBA2KOL2 游戏"时刻"皮肤配表工具。用于向 PlayerSkin.xlsx 及其关联 sheet 追加新的皮肤条目,覆盖完整的依赖链(UniformPanel、PicPanel、VideoPanel、CelebratePanel、IntroPanel、Main、UserInfoPanel),并配置关联的 Equipment.xlsx、Condition.xlsx、ClothesSet.xlsx、ID2StringMapTable.xlsx、Item.xlsx、CommonExchange.xlsx。 在以下场景下请主动使用本技能: - 用户提到要"配表"、"新增皮肤"、"加皮肤条目"、"填 PlayerSkin" - 用户说要配置"时刻"内容、新球员皮肤、或某某球员的XXX版本 - 用户提到 PlayerSkin.xlsx 的任何 sheet(Main、IntroPanel、PicPanel、VideoPanel、UniformPanel、CelebratePanel) - 用户提供了 Main ID、球员英文名文件夹、中文名版本标签等皮肤配置相关信息 - 用户提到"陈列室"、"致敬传奇"、"历史球员"、"现役球员"等系列名称 - 用户说"配XX球员"、"加个时刻"、"新增一个皮肤"、"开始配表" - 用户提到 Equipment、Condition、ClothesSet、Item、CommonExchange 等关联表的配置 - 用户说"碎片"、"合成"、"分解"、"道具配置"、"本地化文本"等配表相关术语
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aicreator-wind Skill Review高级工程师代码审查工具。预合并PR审查,分析SQL安全、LLM信任边界、竞态条件等问题,并实际修复发现的bug。
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arboraistudio Bundle Product PmfDiagnose MVP scope, product-market fit, retention, analytics, feature priority, launch iteration, product judgment, and what to build next.
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robinebers Bundle Google SheetsAnalyze and edit connected Google Sheets with range precision. Use when the user wants to create Google Sheets, find a spreadsheet, inspect tabs or ranges, search rows, plan formulas, create or repair charts, clean or restructure tables, write concise summaries, or make explicit cell-range updates.
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1837620622 Skill XLSX全面的电子表格创建、编辑和分析功能,支持公式、格式设置、数据分析和可视化。适用于处理电子表格(.xlsx, .xlsm, .csv, .tsv 等)的情况,包括:(1) 创建带有公式和格式的新电子表格,(2) 读取或分析数据,(3) 在保留公式的同时修改现有电子表格,(4) 电子表格中的数据分析和可视化,或 (5) 重新计算公式。触发关键词:xlsx, Excel, 电子表格, 数据分析。
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1837620622 Skill Owasp Security遵循 OWASP Top 10 实施安全编码实践。适用于预防安全漏洞、实现认证、保护 API 或进行安全审查。触发关键词:OWASP, security, XSS, SQL injection, CSRF, authentication security, secure coding, vulnerability, 安全编码。
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1837620622 Skill Analytics Metrics构建数据可视化和分析仪表盘。适用于创建图表、KPI 展示、指标仪表盘或数据可视化组件。触发关键词:analytics, dashboard, charts, metrics, KPI, data visualization, Recharts, 数据可视化, 仪表盘, 图表。
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anacatavc Skill Ami Optimize SQLWrite, translate, and optimize high-performance SQL queries across major database engines. Diagnoses execution anti-patterns, recommends indexing strategies, and refactors complex joins into clean CTEs.
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isaac-sim Bundle Spatial Reasoning3D spatial reasoning for USD scene composition. Coordinate math, metersPerUnit conversion, bounding-box analysis, placement transforms (T*R*S ordering), look-at, collision-free grid layouts, zone boundaries, quaternion rotation, spatial indexing (R-tree/grid), SAT/GJK, A* + smoothing, Dubins, 2D bin packing, frustum culling, coordinate system conversions (USD/Unity/Unreal), warehouse standards (OSHA/NFPA/RMI), ABC analysis, numerical stability.
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isaac-sim Skill Isaac Sim RenderingHeadless rendering with Isaac Sim 6.0+ / Kit 110 — frame capture, lighting setup, ACES tone mapping calibration, look-at camera math, and validation thresholds for batch simulation and synthetic data generation. Covers SimulationApp + Replicator RGB annotator, RT2 (RayTracedLighting) vs PathTracing tradeoffs, multi-layer warehouse lighting recipes, deep-aisle vs overview exposure tension, and frame quality validation. Use when capturing screenshots or video from Isaac Sim, generating synthetic data, building rendering pipelines, or tuning lighting and tonemapping for photoreal warehouse / robot / factory scenes. Triggers on: Isaac Sim rendering, headless render, RT2, RayTracedLighting, PathTracing, ACES tonemap, filmIso, SimulationApp render, replicator annotator, warehouse lighting, look-at camera, frame validation.
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isaac-sim Skill Isaac Sim TroubleshootingIsaac Sim 6 (Kit 110) hang/freeze/perf reference for large USD scenes. Startup hangs, stage loading, MDL/shader compilation, physics stepping, Replicator, Hydra, Nucleus network, OOM crashes, perf tuning. Use when Isaac Sim hangs during stage load, shader compile, Nucleus fetch, physics, or Hydra render on factory/warehouse-scale stages.
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omicverse Bundle Data Io LoadingOmicVerse data I/O: use ov.read(), ov.io.read_h5ad, read_10x_h5, read_10x_mtx, read_visium, read_visium_hd, read_nanostring instead of scanpy. Covers h5ad, 10x, spatial, CSV formats.
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jal-co Bundle Security BunReview Bun runtime security audit patterns. Use for auditing Bun-specific vulnerabilities including shell injection, SQL injection, server security, and process spawning. Use proactively when reviewing Bun apps (bun.lockb, bunfig.toml, or bun:* imports present). Examples: - user: "Review this Bun shell script" → audit `$` usage and argument injection - user: "Check my bun:sqlite queries" → verify `sql` tagged template usage - user: "Audit my Bun.serve() setup" → check path traversal and request limits - user: "Is my Bun.spawn() usage safe?" → audit command injection and input validation - user: "Review WebSocket security in Bun" → check authentication before upgrade
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jal-co Bundle Security DjangoReview Django security audit patterns for settings and middleware. Use for auditing SECRET_KEY, DEBUG, CSRF, and auth decorators. Use proactively when reviewing Django apps (settings.py or manage.py present). Examples: - user: "Audit my Django settings.py" → check SECRET_KEY, DEBUG, and ALLOWED_HOSTS - user: "Check Django views for auth" → verify @login_required and permission classes - user: "Review Django CSRF config" → check middleware and @csrf_exempt usage - user: "Scan for SQL injection in Django" → find raw SQL usage instead of ORM - user: "Audit Django REST framework config" → check default permissions and auth
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razshy Bundle PagesALWAYS start here when the user wants a page OR a doc: page, living page, doc, document, living doc, bongo or bongo doc (the old name; new ones are made here, not by a Bongo connector), shared or collaborative doc, write-up, one-pager, memo, brief, proposal, plan, spec, report, meeting notes, notes, checklist, tracker, or anything to read, edit, comment on and share together — 'write this up', 'put this in a doc', 'draft a brief', 'jot this down somewhere we can share and edit', 'turn this file into a page' — the DEFAULT for any of these when no file format is named; a Word/.docx, PDF, .pptx or .xlsx FILE asked for by name goes to that format's skill instead. Also whenever the pages connector is about to be used to create a page. Not for READMEs, code or docstrings. A lowercase /pages as its own word anywhere in the message (not in a URL, path or longer name) invokes this skill whatever else is asked — a summary, an answer, a comparison, a plan: the page is the reply.
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razshy Bundle File ReadingUse this skill when a file has been uploaded but its content is NOT in your context — only its path at /mnt/user-data/uploads/ is listed in an uploaded_files block. This skill is a router: it tells you which tool to use for each file type (pdf, docx, xlsx, csv, json, images, archives, ebooks) so you read the right amount the right way instead of blindly running cat on a binary. Triggers: any mention of /mnt/user-data/uploads/, an uploaded_files section, a file_path tag, or a user asking about an uploaded file you have not yet read. Do NOT use this skill if the file content is already visible in your context inside a documents block — you already have it.
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theveller Bundle Data Source DashboardTurn any raw data source (CSV export, API pull, hand-entered numbers) into a decision-ready interactive dashboard published as an Artifact — 12-section taxonomy, aggregates-only privacy, observed/benchmark/assumed provenance on every number, ES/EN + dark/light, interactive scenarios, and one mechanism diagram via excalidraw-diagram. Use when the user hands over a data export and wants analysis they can act on, or says "hazme un dashboard de estos datos", "analiza este export", "qué me dice esta data", "dashboard de métricas", "build a dashboard from this CSV", "turn this into a dashboard".
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blink-new Skill DatafastAccelerate adoption of DataFast analytics across any stack by codifying the installation, attribution, event, proxy, and API patterns that drive reliable conversion intelligence
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nicholashidalgo Bundle SQL Data Gotcha PackMachine-readable gotcha rules for SQL and data engineering failure patterns. Loaded by data and SQL skills to enforce Never-do-X constraints grounded in real reporting failures.
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marcellourbani Skill Sap Data WorkbookCreate SAP Data Workbooks (.sapwb) for SAP data analysis. Use when the user asks to analyze SAP data, create data quality checks, build reports, compare tables, profile data, or any multi-step SAP data exploration. Workbooks have ABAP SQL cells (queries against SAP) and JavaScript cells (process results). They save as files and can be re-run.
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marcellourbani Skill Design CasesStandalone Phase 3 of SAP UI testing. Turns the _findings.md decision surface and the _screens.md control map into one tests/<PROGRAM>/test-cases/TC-XXX.md per candidate case — grounded in the actual code behaviour (overlap/dedup/boundary), with a per-case selection-screen state table and a mandatory post-test verification section (SQL the model runs, or manual checks the user runs) proving the object did its job. Enforces the target-minimum count, runs the adversarial reviewer, then builds the index. Use when the user asks to design or write test cases for an ABAP object.
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marcellourbani Skill Sap System Personality ReportGenerate a comprehensive SAP System Personality Report. Analyzes custom code landscape, functional footprint, development activity, health metrics, and package breakdown. Use when a user asks to characterize a system, understand a system, get a system overview, system report, system personality, or "what does this system do?" Collects data via SQL queries and presents results in a structured webview.
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somnio-software Skill Optimize Claude ConfigAudits and optimizes a repository's Claude Code configuration so path-scoped rules load lazily and CLAUDE.md stays a lightweight always-loaded index. First maps the real project tree (domains, monorepo package roots, extensions, generated/frozen areas) so every path glob is derived from and validated against actual files — stale globs that match zero files and over-broad ones are caught. Three areas: (1) migrate .claude/rules/**/*.md frontmatter to the native lazy-load `paths:` YAML-array form (away from eager `globs:` or red-flagged CSV `paths:`) with accurate, tree-validated patterns; (2) slim CLAUDE.md files to an index + rule map and delete redundant @import-only shells; (3) audit/install the PreToolUse(Write) hook that works around the read-not-create caveat. Audits first, shows a report, asks for confirmation, then applies. Pass --audit-only to skip applying.
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spillwavesolutions Skill Dekc WalkWalk a data lake/warehouse filesystem or ingest Fabric/Power BI inventory JSON into DEKC.
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spillwavesolutions Skill Dekc Capture QueryCapture SQL or DAX query artifacts.
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poorvith-mp Bundle Saas MetricsTrack MRR, ARR, cohort revenue, net revenue retention, and recognise revenue on the right period. Use when tracking ARR/MRR, Net Revenue Retention, CAC payback, or churn.
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rexedge Skill Paystack TransactionsPaystack Transactions API — initialize payments, verify transactions, list/fetch transaction history, charge saved authorizations, view timelines, get totals, export data, and perform partial debits. Use this skill whenever building a checkout flow, verifying payment status, recharging a returning customer's saved card, pulling transaction reports or analytics, exporting transaction CSVs, or handling any transaction-related Paystack endpoint. Also use when you see references to /transaction/initialize, /transaction/verify, authorization_url, access_code, or charge_authorization in Paystack integrations.
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shalintripathi Skill Hoo ExportUse to flatten the brain to CSV for BI tools - "export the data", "CSV for Sheets or Looker Studio", /organic-os:export. Read-only over the brain; writes only the dated export folder.
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shalintripathi Skill Hoo WeeklyUse for the weekly health check + reflection - "run the weekly", scheduled weekly routine. Runs analytics-reporting-chief and serp-ai-monitor, then hands the week to the reflector.
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emaballarin Skill AnalyzeExtract insight from a finished study and return a variance-aware adopt verdict — search-space boundaries, sampling density, infeasible fraction, training-curve pathologies, isolation plots, then adopt or not. Use for `/tml:analyze`, "here are my sweep results", "which config should I pick", "did this change actually help", "why do my runs disagree", "read this wandb export", "is this result real", or after `/tml:round`. Works standalone on results it did not produce — a CSV, a JSONL, or a tracker export is enough, and it names which checks the missing fields disable. Read-first: writes only under ./.tml/ and never edits project code. Do NOT use to design a study (that is /tml:round) or to review a code diff (that is /tml:review).
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emaballarin Bundle PDF ExploreUse this skill when the user has attached or pointed to a PDF, paper, report, or other document and the answer needs content from more than one place in it: summarize the methods or any other section, compare sections, find where a topic is discussed, read a value or label off a figure or chart, pull tables out as CSV, or find/list/extract every instance of something across the whole document (datasets, benchmarks, citations, figures, table rows, accession numbers — including appendices). It parses the PDF once in Python: pdf_pages (pages as persistent text), pdf_outline (TOC), pdf_tables (deterministic table extraction with per-table page provenance), pdf_images (embedded figures at native resolution), and prepare/assemble helpers that fan whole-doc relevance scans / per-page maps / structured extraction out over Task subagents so the pages never fill your own context. Complementary to the built-in Read(pages=...), which attaches ≤20 PDF pages as ephemeral vision dropped after one turn — reach for this skill
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 ns-graphrag, pages, enrich-company-data. 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.