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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aradotso Skill Ktx AI Data Agents MCP Context SkillsExecutable context layer for data and analytics agents with skills, memory, and semantic layer for accurate warehouse queries
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aradotso Skill Office Oxide MCP Rust Document ProcessorRust-native MCP server for Office document processing (Excel, Word, PowerPoint, PDF) with sub-millisecond performance
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malekokour Bundle Review Study Conduct PkReviews an assembled pharmacokinetic data package prepared for a dose-escalation or safety-review committee, checking that it is internally consistent with the listings it was built from, complete against what it is required to contain, and consistent with the previous cohort's package — producing a source-linked register of open items for a qualified clinical pharmacologist. Use this skill when someone asks to check, QC or sanity-check an already-assembled cohort PK package, escalation-meeting slide pack or interim PK summary before a human reviewer takes it forward — for example "check the cohort 3 PK pack against the interim listings" or "is anything missing from this package". Do not use for verifying NCA derivations themselves, for reviewing the PK sections of a CSR, or for any request to recommend, support, justify or decide whether to escalate, hold or stop a dose — real-time escalation decisions are excluded from this skill entirely.
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malekokour Bundle Review Escalation SchemaReviews the dose-escalation design of a first-in-human or early-phase study — increment sizes and what justifies them, sentinel and staggering arrangements against the mechanism's risk features, and whether stopping rules are specific enough to apply under pressure. It flags increments justified only by convention, levels whose predicted exposure passes the study's own exposure cap, and rules that require a judgment call rather than stating a trigger. Use it for an escalation schema in a protocol or amendment, or to prepare a design for safety-committee review. Example: "Please an escalation schema in a protocol or amendment." Do not use for starting-dose derivation, for nonclinical package adequacy, for late-phase dose-modification schemes, for deciding whether to escalate a live cohort, or to select or approve any dose.
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zhou210712 Skill Entity Compliance主体合规追踪器——初始化、报告即将到来的截止日、更新状态、运行健康审计、 导出为 CSV。维护从主体清单构建的 compliance-tracker.yaml,按主体和 注册地计算申报截止日,呈现未来30/60/90天内的待办事项。当用户说"主体合规" "申报截止日""年报到期""主体追踪器""什么申报到期""主体健康"或"存续状态"时使用。
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bdambrosio Bundle ProjectExtract metadata/structured fields from each Note in Collection (SQL SELECT)
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bdambrosio Bundle Filter StructuredFilter Collection by field conditions (SQL WHERE)
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bdambrosio Bundle Test JSON SQL JoinTests join primitive (INNER JOIN)
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bdambrosio Bundle Test JSON SQL SortTests sort primitive (ORDER BY)
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bdambrosio Bundle Test JSON SQL PluckTests pluck primitive (SELECT single field)
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bdambrosio Bundle Test JSON SQL SetupCreates test data for JSON SQL primitive tests
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bdambrosio Bundle Test JSON SQL FilterTests filter-structured primitive (WHERE clause)
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bdambrosio Bundle Test JSON SQL ProjectTests project primitive (SELECT fields)
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bdambrosio Bundle Test JSON SQL Search WebTest JSON SQL primitives with search-web output
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bdambrosio Bundle Test JSON SQL Semantic ScholarTest JSON SQL primitives with semantic-scholar output
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aiunlocked1412 Bundle Data Analyst Proเขียน SQL วิเคราะห์ insight สรุป finding และออกแบบ dashboard — แปลงตัวเลขเป็น action
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aiunlocked1412 Bundle Security Engineerตรวจช่องโหว่ OWASP Top 10 JWT SQL injection CSRF พร้อมเสนอวิธีแก้แบบ pentester
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haomingz Bundle XLSXSpecialized utility for advanced manipulation, analysis, and creation of spreadsheet files, including (but not limited to) XLSX, XLSM, CSV formats. Core functionalities include formula deployment, complex formatting (including automatic currency formatting for financial tasks), data visualization, mandatory post-processing recalculation, and finance-focused Excel modeling workflows such as three-statement models, DCF valuation, and public comps analysis.
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haomingz Bundle Outlier ScanCSV数据异常检测工具,使用Z-score、IQR(四分位距)、移动平均偏离三种方法进行扫描,并自动将检测到的异常点分类为「可解释」或「需关注」,输出详细的JSON报告。当用户需要异常检测、离群值排查或数据质量巡检,提及outlier detection、Z-score、IQR、移动平均偏离等关键词或直接上传CSV文件时触发。
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haomingz Bundle Flashcard Studio从学习材料(文本、Markdown、笔记)中提取核心知识点,生成符合间隔重复记忆原理的正面问题+反面答案闪卡,输出可直接导入Anki的CSV文件。当用户提到闪卡、Anki、记忆卡片、知识点提取、复习卡片、间隔重复,或需要将学习内容转换成问答对进行复习时触发。
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haomingz Bundle Fund Risk AnalyzerETF多维对比工具:基于用户提供的净值CSV数据,自动计算并对比多只ETF或基金的年化收益率、最大回撤、夏普比率,并生成相关性矩阵图表。当用户需要对比基金风险收益、计算年化收益/最大回撤/夏普比率、进行相关性分析,或提到关键词如ETF对比、净值分析、风险收益、波动率、Sharpe Ratio、max drawdown时触发。
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haomingz Bundle Regression Insight对 CSV/Excel 数据执行线性回归(OLS)或逻辑回归(Logistic),一键输出完整统计结果(包含回归系数、R²、p值、VIF等)和中文通俗解读。当用户提及回归分析、拟合模型、查看系数显著性、R方、p值、共线性(VIF),或使用关键词如 回归、regression、OLS、logit、拟合、显著性 时触发。
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haomingz Bundle Dataset Health Audit执行数据质量检查,对CSV/Excel/TSV/JSON等表格数据进行12个维度的全面审计,输出质量评分、问题详情和修复建议。当用户需要进行数据质量检测、查看缺失值、重复行、异常值、格式问题、类型混淆,或提及数据质量、质检、数据清洗前检查、异常值检测、格式校验、空值、数据健康度、质量评分等关键词时触发。
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build-with-dhiraj Skill ObservabilityVercel Observability expert guidance — Drains (logs, traces, speed insights, web analytics), Web Analytics, Speed Insights, runtime logs, custom events, OpenTelemetry integration, and monitoring dashboards. Use when instrumenting, debugging, or optimizing application performance and user experience on Vercel.
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uphiago Bundle Error Log MiningMine error_log for creds, paths, SQL when leak hunt finds.
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gianlucanaarden Skill AI Excel AssistentVertaalt een vraag in gewoon Nederlands naar een werkende Excel- of Google Sheets-formule, in de Nederlandse en de Engelse functienaam naast elkaar, met uitleg per argument, met het juiste scheidingsteken en met de juiste dollartekens. Repareert ook formules die stukgaan. Gebruik deze skill ALTIJD wanneer iemand vraagt om "excel formule maken", "welke formule heb ik nodig", "hoe tel ik dit op in excel", "omzet per klant optellen", "per maand of per kwartaal groeperen", "twee lijsten vergelijken in excel", "dubbele rijen eruit halen", "sommen.als", "sumifs", "vert.zoeken", "vlookup", "x.zoeken", "xlookup", "index vergelijken", "draaitabel maken", "google sheets formule", "formule doortrekken", "absolute verwijzing", "dollarteken in excel". Ook triggeren bij foutmeldingen en verzuchtingen als "mijn formule geeft
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grandamenium Skill OfficecliCreate, read, and edit Word (.docx), Excel (.xlsx), and PowerPoint (.pptx) files. Use when a task requires generating a report, analysis spreadsheet, or presentation. No Office installation needed — single binary, works offline.
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xspoonai Bundle Onchain Data AnalysisOn-chain data analysis skill for Etherscan, Dune Analytics, and blockchain explorers
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xspoonai Bundle Github Multi Repo ManagerMulti-repo GitHub management. Cross-repo issues, Projects v2 boards, team workload analytics, milestone tracking, PR pipelines, and release coordination.
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xspoonai Bundle Governance IntelComprehensive DAO governance analytics — scan active proposals, analyze voting patterns, profile delegates, and measure DAO health across 20,000+ Snapshot spaces. No API keys required.
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h-mmer Skill Sqli HunterSQL Injection specialist (H1 #67). Use for error-based, blind boolean, blind time-based, UNION-based, and out-of-band SQLi testing. Provide target endpoints with injectable parameters.
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is-bo Skill Forge TenancyVerify tenant context propagation and isolation across data, cache, files, jobs, search, analytics, and administration.
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is-bo Skill Forge AnalyticsAudit event semantics, consent, data quality, identity, privacy, delivery, and decision usefulness.
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xspoonai Bundle DB SQL RunnerDescription
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xspoonai Bundle Database Operations ManagerAI-powered database optimization, query analysis, schema design validation, and connection management. Analyzes SQL/NoSQL queries, recommends indexes, validates schema design patterns, and optimizes database performance.
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qa-aman Skill Eda ReportRun exploratory data analysis on a dataset and produce a structured report. Use when the user says "explore this dataset", "EDA on X", "analyze this data", "what's in this dataset", "summarize this data", "first look at the data", "understand this dataset before modeling", "data quality check", "describe this dataframe", or wants to understand a new dataset before building models or dashboards.
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 ktx-ai-data-agents-mcp-context-skills, office-oxide-mcp-rust-document-processor, review-study-conduct-pk. 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.