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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technickai Bundle Data VerificationUse when data will drive a decision: is it profitable, did X cause Y, which cohort wins. Load BEFORE reporting any number, rate, P&L, backtest result, metrics review, cost model, funnel, or A/B outcome. Five questions that catch the errors re-checking arithmetic never catches, because the calculation is usually right and the input or the question is wrong.
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technickai Bundle Google SheetsUse when creating, populating, formatting, importing, exporting, or quality-checking Google Sheets from CSV, JSON arrays, or computed tabular data.
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viniciusjsdev Bundle App Market Intelligence AnalystAnalyze the iOS market for a specific app, developer portfolio, family of apps, category, or comparable cohort using AppStoreTracker and corroborating Apple evidence. Use for directional downloads, revenue, ranking, review, concentration, momentum, and monetization analysis. Do not use estimates as audited actuals or as standalone proof of market demand.
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wix Skill Order AnalyticsOrder Analytics - Wix Orders API
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wix Bundle Analytics InsightsWix Analytics & Business Insights
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yanko-belov Skill Skill AwarenessAlways active. Tracks usage of code-craft skills across sessions. Log skill applications to enable analytics and identify gaps.
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mickpletcher Bundle Pihole CSV AnalyzerAnalyze CSV exports from Pi-hole such as query logs, top domains, top clients, or adlist exports and produce actionable recommendations. Trigger immediately when the user uploads or mentions a Pi-hole CSV file, types "pihole" or "ph analyze", or asks to analyze DNS query data, blocklist hits, or Pi-hole exports. Produce an in-chat analysis plus candidate blocklist and allowlist outputs for review.
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tray-tecnologia Bundle Tray Produtos VendidosAPI de Produtos Vendidos da Tray. Utilize quando o desenvolvedor precisar consultar o histórico de vendas e analytics de produtos vendidos na loja. API somente leitura com filtros de data.
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openbmb Bundle SpreadsheetsCreate, edit, review, and finalize standalone XLSX, XLS, CSV, and TSV spreadsheet files. Use for spreadsheet generation, formatting, formulas, charts, data consolidation, source-based calculations, numeric reconciliation, legacy conversion, and visual QA. Do not use for live Microsoft Excel control or macro-enabled workbook editing.
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opsmill Bundle Infrahub Managing TransformsCreates Infrahub transforms that convert data into JSON, text, CSV, or device configs using Python or Jinja2 templates. TRIGGER when: building config generation, data export, format conversion, Jinja2 templates, artifact pipelines. DO NOT TRIGGER when: designing schemas, writing validation checks, creating generators, querying live data.
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brojonat Skill HonkerAdd cross-process pub/sub, durable task queues, event streams, and scheduled jobs to a SQLite database using the honker extension. Use when you need Postgres NOTIFY/LISTEN semantics, background job processing, or event-driven architecture without leaving SQLite. Supports Python, Node, Go, Rust, Ruby, Bun, and Elixir via language bindings, or raw SQL via the loadable extension.
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brojonat Bundle Tabular EdaProfile a new tabular dataset before modeling. Find target leakage, missing data patterns, high-cardinality categoricals, near-constant features, redundant pairs, and non-linear relationships that Pearson correlation misses. Use whenever the user hands you a CSV or parquet and asks "what should I do with this?" Always run this skill before training any model on data you haven't seen before.
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brojonat Bundle Parquet AnalysisAnalyze parquet files using Python and Ibis. Use when the user wants to explore, transform, or analyze parquet data files, perform aggregations, joins, or export results. Works with local parquet files and provides database-agnostic data operations.
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ericwang915 Bundle CSV AnalyzerAnalyze CSV and Excel files — statistics, filtering, grouping, and data previews. Use when: user asks to read, analyze, query, summarize, or explore tabular data in CSV, TSV, or Excel files. NOT for: database queries, writing new files, or non-tabular formats.
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hainrixz Skill DB NormalizationAudit relational schema normalization — 1NF through 3NF violations, repeating groups and CSV-in-a-column, partial and transitive functional dependencies, and the inverse trap of premature or undisciplined denormalization. Module M1. Feeds the Design & Integrity score (Modelado category).
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hainrixz Skill DB Security AccessAudit access control and data protection — Row-Level Security state, PII handling, encryption at-rest and in-transit (TLS / sslmode), and SQL-injection exposure from raw concatenation. Module M10. Feeds the Design & Integrity score.
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rcarmo Skill Editable TableOpen a spreadsheet-style widget for a Markdown table so the user can edit it and send the final Markdown table back into chat.
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rcarmo Bundle Proxmox Guest Compare ChartCompare two Proxmox guests using native proxmox tool data collection and render SVG/CSV outputs.
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rcarmo Bundle Portainer Container Compare ChartCompare two containers using native portainer tool data collection and render SVG/CSV outputs.
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stardustai Bundle Dingtalk Knowledge OrganizeUse when the user wants to inventory, organize, classify, clean up, move, rename, deduplicate, or remediate DingTalk knowledge base files with a CSV approval workflow, especially when only uncertain files should be deep-read before executing approved changes.
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cspulse Bundle Nrr NarrativeTurns net and gross revenue retention into a story a board will follow, including what the headline number hides. Trigger whenever the user says "NRR", "net revenue retention", "GRR", "gross retention", "retention narrative", "board update on retention", "explain our retention numbers", "why did NRR drop", "retention story", "prepare the retention slide", or is presenting a retention number to a board, an investor or an executive team. It decomposes the ratio into expansion, price, contraction and churn, insists gross retention appears alongside net, distinguishes cohort from blended, and answers the only question a board is actually asking, which is whether the number is repeatable. Use renewal-forecast for the forward number and portfolio-review for the account reads underneath it.
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hmbown Skill XLSXCreate/edit/analyze/verify spreadsheet workbooks including XLSX/CSV/TSV.
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hmbown Skill SpreadsheetsCompatibility alias for the xlsx skill. Prefer loading xlsx.
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wdm0006 Bundle Auditing Python SecurityAudits Python libraries for security vulnerabilities using Bandit, pip-audit, Semgrep, and detect-secrets. Identifies SQL injection, command injection, hardcoded credentials, secrets exposed through tracebacks, weak cryptography, and insecure deserialization. Use when reviewing library security, setting up security scanning in CI, or implementing secure coding patterns.
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yipng05-max Bundle Text To Excel将结构化文本内容生成为Excel表格(.xlsx)的工具。支持解析用户提供的各种结构化文本(表格、列表、键值对、CSV、Markdown表格、JSON等),自动识别表头和数据行,生成格式规整的Excel文件。支持多sheet、合并单元格、样式设置、冻结窗格、自动筛选、条件格式、数据验证、图表生成等全部功能。当用户提到以下场景时触发:(1) 需要将文本/数据/内容转换为Excel/表格/xlsx文件 (2) 需要生成Excel表格 (3) 需要创建电子表格 (4) 提供了结构化数据并要求输出为Excel (5) 要求整理数据到表格中 (6) 需要把信息做成表格导出。关键词:Excel、表格、xlsx、电子表格、导出表格、生成表格、做成表格、转成表格、整理成表格。
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yipng05-max Bundle Grounded Coding程序化扎根理论编码(Grounded Theory Coding)工具。对访谈记录或其他质性资料进行系统化的 开放编码(识别事件→提炼类属→分析类属)、主轴编码(典范模型关系分析)、选择性编码(核心类属→研究问题→故事线→理论对话), 每份访谈完成后自动保存为 Markdown 文件,所有访谈完成后按需生成汇总 Excel。 当用户提到需要进行扎根编码/扎根理论编码/开放编码/质性编码/grounded coding/open coding/ qualitative coding,或者提到需要对访谈资料/质性资料进行编码分析,或者上传/提供了访谈 记录的本地文件路径时触发此skill。即使用户只是笼统地说"帮我对这份访谈进行编码"、 "扎根编码分析"、"对访谈做开放编码"、"质性资料编码"、"帮我做扎根理论分析",也应触发此skill。
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yipng05-max Bundle Cnki Advanced Search知网(CNKI)高级检索论文自动化工具。当用户提供研究关键词或研究选题时,自动执行 三阶段检索:①主体联合检索(倒剥洋葱法,多组核心概念 AND 联合,获取直接相关文献); ②独立补充检索(对各核心概念组分别单独检索,获取间接相关的背景文献与理论文献); ③汇总合并(去重后按类别分色展示,输出统一 Excel 文件)。 触发条件:用户提到需要在知网/CNKI检索论文、高级检索、按关键词搜索CSSCI/C刊论文、 下载题录信息、获取论文摘要、按被引排序检索;或说"帮我在知网检索XX相关论文"、 "用知网高级检索搜索XX主题的C刊论文"、"帮我检索XX关键词的CSSCI论文"。
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yipng05-max Bundle Foreign Literature Search外文学术文献检索工具(社会科学方向)。基于 OpenAlex 开放 API(无需机构账号、无需 API key), 执行三阶段检索:①主体联合检索(最具体组主检索+其他组后置文本过滤,实现真正 AND 语义) ②独立补充检索(研究对象背景文献 + 核心理论文献)③汇总去重分类 Excel。 同步生成 WoS/Scopus 布尔检索式供有机构权限的用户使用。 触发条件:用户提到需要检索外文/英文/SSCI文献、检索国外学术数据库、帮我搜英文文献、 foreign literature search、检索 SSCI/SCI 论文等。
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yipng05-max Bundle Top Journals Methods Scout全球人文社科顶刊研究方法扫描与汇总工具。通过 OpenAlex API 抓取社会学、政治学、 心理学、传播学、管理学、经济学、人类学、教育学、历史学、语言学、地理学、方法论专刊、 AI-社科交叉期刊、数字人文期刊等 14 大类顶刊近 24 个月(可调)论文, 用启发式规则做大规模方法打标 + AI 识别(L1 家族标签,可处理万篇级), AI 相关方法单独成章并细分 AI-as-tool 与 AI-as-object, 输出 Excel 方法矩阵(4 Sheet)+ Markdown 趋势报告(含教学转化建议)。 面向课程策划人员、研究方法课程教师、研究生方法训练设计者。 触发条件:用户提到"调研顶刊方法""扫描顶刊研究方法""人文社科方法趋势" "最新研究方法汇总""课程方法更新""AI 研究方法扫描""global top journals methods" "scan top journals for methods",或说"帮我看看最近顶刊都用什么方法"、 "查一下过去两年顶刊的 AI 方法"、"为方法论课程准备最新素材"、 "全球顶刊最新研究方法调研"。即使用户只是模糊地说"整理最新研究方法"、 "方法前沿有什么",只要上下文是学术/教学,也应触发此 skill。
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enthrium Bundle SQL DatabasesQuery a SQL database and summarize results in plain English. Use when you need to explore a database schema, analyze data, or answer questions from a SQL source.
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grant-ge Skill Browser浏览器自动化能力。用 playwright-cli 打开网页、登录业务系统、点击、填表、抓取数据、截图、保存登录态。 适用:需要"像人一样"在浏览器里操作某个 Web 页面或业务系统的所有场景。 不适用:用 HTTP API / SQL 就能拿数据(走 Bash + curl);IE 锁定的政务/银行专用浏览器(走 RPA)。
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grant-ge Bundle Pa MaturityPeople Analytics 成熟度评估顾问:通过企业现状访谈和 16 题自评,判定 HR 数据分析成熟度等级,并规划 24 个月升级路线图。
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baronguyen001 Bundle CSV Report WriterTurn a run's list of result dicts into a schema'd CSV and a Markdown table from one column spec - declare columns once, emit both, with stable ordering and safe escaping, stdlib only, no pandas. Use when the user asks to write results to CSV, export a report, make a markdown summary table, or save a run's output as a spreadsheet.
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danhvb Skill SQL AnalysisWrite SQL queries to extract, filter, and analyze data for business insights and requirements validation
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grimoire-rs Bundle Docs InstrumentDocumentation verification gate for a repository that adopted the docs-quality rule set, covering the checks, configs, fixtures, harnesses and reader signals that make those rules enforceable. Use when someone asks to wire up docs checks or a docs CI gate, add doc_type and doc_tier declarations, retrofit a page declaration, set up markdownlint or Vale for prose, check docs links with lychee or a strict build, test documentation examples or code fences, add a doc-example harness, record terminal casts, capture zero-result searches, measure time to first working result, add a docs issue template, a feedback widget or privacy-preserving analytics, add a Lighthouse ratchet for a docs site, or land a new docs lint without turning every open pull request red. Not for deciding which pages to write or what the use-case tiers are, which is the docs-plan skill.
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mileycy516-stack Skill Database SpecialistMaster of SQL, database modeling, optimization, and migrations. Specializes in PostgreSQL, query performance tuning, indexing strategies, and data integrity.
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-verification, google-sheets, app-market-intelligence-analyst. 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.