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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gabrielmoreira Skill Turning Engineering Analytics Into InsightsConverts engineering analytics (PR / CI) data into saved PostHog insights, dashboards, and subscriptions, and explains how to query the product data directly with SQL. Covers discovering per-team GitHub warehouse tables via engineering-analytics-sources, replicating curated column semantics in HogQL, reading exposed engineering_analytics_* warehouse views where product logic is involved (CI cost, fingerprinted failure lines, commit attribution), saving queries with insight-create, and scheduling delivery with subscriptions-create. Use when asked to "save this as an insight", "put CI health / merge times on a dashboard", "email me PR throughput weekly", "chart CI cost", "track time to first review", "subscribe to these numbers", "alert on CI success rate", or "what data/tables/views does engineering analytics read". For ad-hoc CI and merge questions use diagnosing-ci-and-merge-bottlenecks; to investigate one specific CI failure use investigating-ci-failures.
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gabrielmoreira Skill Smart Data Analysis数据分析员工(Data Analyst Agent)的唯一总入口:凡与数据资产、取数、指标、表/视图、 治理职责、知识网络、统计或分析相关的问题,必须先经本 skill 做编排与路由,再进入找表或问数等子流程。 负责 kn 分域、上下文注入(accountId / date)、多候选 KN 时的 LLM 决策、 问数分支的 SQL 生成;与 smart-search-tables / smart-ask-data / ontology-core 的交接。 当用户提出任何数据类自然语言任务、或需在多条业务 KN 间切换时使用; 所有 ontology CLI 执行均委托 ontology-core 完成,本 skill 不直接执行 CLI。
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gabrielmoreira Skill External Model ValidationUse when validating an existing prognostic risk signature on an external bulk expression cohort with survival outcomes, producing risk scores, Kaplan-Meier curves, risk distribution plots, heatmap, and time-dependent ROC curves. NOT for: model training, feature selection, nomogram construction, calibration analysis, or single-cell data.
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gabrielmoreira Skill Cohort Study Quality Assessment NosEvaluates the quality of cohort studies using the Newcastle-Ottawa Scale (NOS). Use when the user provides a cohort study article or text and needs a quality assessment report.
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gabrielmoreira Bundle Detecting SQL Injection VulnerabilitiesDetect and analyze SQL injection vulnerabilities in application code and database queries. Use when you need to scan code for SQL injection risks, review query construction, validate input sanitization, or implement secure query patterns. Trigger with phrases like "detect SQL injection", "scan for SQLi vulnerabilities", "review database queries", or "check SQL security".
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gabrielmoreira Bundle Calculate Labor RequirementsCalculate warehouse labor requirements from workload, productivity, shifts, breaks, service windows, and capacity assumptions.
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gabrielmoreira Skill Research Canadian Logistics DocumentsPrepare Canadian logistics documentation research briefs for warehouse, transport, TDG, customs, import, export, carrier, and audit records.
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gabrielmoreira Skill Investigating Insider Threat IndicatorsInvestigates insider threat indicators including data exfiltration attempts, unauthorized access patterns, policy violations, and pre-departure behaviors using SIEM analytics, DLP alerts, and HR data correlation. Use when SOC teams receive insider threat referrals from HR, detect anomalous data movement by employees, or need to build investigation timelines for potential insider threats.
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gabrielmoreira Bundle Calculate Warehouse CapacityCalculate warehouse capacity from building dimensions, usable space, storage methods, location capacity, and constraints.
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gabrielmoreira Skill Research Us Logistics DocumentsPrepare United States logistics documentation research briefs for warehouse, transportation, hazmat, customs, import, export, carrier, and audit records.
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gabrielmoreira Skill Smart Data Collection智能数据采集技能,用于从图片或文档(PDF、Word、Excel)中提取结构化数据,基于知识网络完成字段映射,生成SQL并写入数据库。当用户提到"数据采集"、"从文档提取数据"、"图片转数据"、"数据导入"、"文档数据入库"、"批量数据提取"或需要从非结构化文件中提取结构化数据并存储时,自动使用此技能。
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gabrielmoreira Skill Sample Correlation AnalysisUse when performing correlation analysis between two variables including Pearson and Spearman correlation methods. Supports command-line parameter input, automatic data format detection, parameter validation, result directory creation, and CSV or TXT format result export.
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gabrielmoreira Skill PDF Extract Experimental MaterialsExtract experimental materials and instrument information from PDFs (or PDF-derived text/Markdown) into three CSV tables; use when a paper/report contains sections like Materials and Methods, Key Resources Table, Reagents, Antibodies, Consumables, Software, Equipment, Instruments, or Reagent Preparation.
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gabrielmoreira Bundle Identify Warehouse CongestionIdentify warehouse congestion from layout, volume, queues, equipment paths, labor activity, delays, and safety boundaries.
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gabrielmoreira Skill Implementing Siem Use Cases For DetectionImplements SIEM detection use cases by designing correlation rules, threshold alerts, and behavioral analytics mapped to MITRE ATT&CK techniques across Splunk, Elastic, and Sentinel. Use when SOC teams need to expand detection coverage, formalize use case lifecycle management, or build a detection library aligned to organizational threat profile.
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gabrielmoreira Skill Posthog Rate LimitsHandle PostHog API rate limits with exponential backoff, request queuing, and understanding PostHog's actual limit tiers (240/min analytics, 600/min flags). Trigger: "posthog rate limit", "posthog throttling", "posthog 429", "posthog retry", "posthog backoff", "posthog too many requests".
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gabrielmoreira Bundle Map Warehouse ProcessMap warehouse processes from physical flow, roles, systems, queues, handoffs, controls, exceptions, and evidence.
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gabrielmoreira Skill Exploiting CSV Formula InjectionIdentifying and exploiting CSV/Excel formula (DDE) injection in import and export features where attacker-controlled data is written into spreadsheets and executed when opened in Excel or LibreOffice.
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gabrielmoreira Skill Oce Cost BrowserBrowse and search the OpenConstructionERP cost database: classification tree, SQL and semantic search, autocomplete, certainty badges, and the resource catalog. Use when a user wants to explore cost data without building a BOQ yet.
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gabrielmoreira Skill Oce Estimate BoqCreate bills of quantities and estimates in OpenConstructionERP: search cost items, build BOQ sections, link BIM elements in bulk, validate the BOQ, and export GAEB/XLSX/JSON. Use for any estimating workflow on the platform.
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gabrielmoreira Bundle Analyze Warehouse KpisAnalyze warehouse KPI data, targets, trends, variance, exceptions, and operational implications with source and unit discipline.
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gabrielmoreira Skill Multi File Excel Parquet Analysis读取多 Sheet Excel 文件并统计规模,支持大文件向 Parquet 格式转换、分类数据统计及可视化报告生成。
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gabrielmoreira Skill Detecting Beaconing Patterns With ZeekPerforms statistical analysis of Zeek conn.log connection intervals to detect C2 beaconing patterns. Uses the ZAT library to load Zeek logs into Pandas DataFrames, calculates inter-arrival time standard deviation, and flags periodic connections with low jitter. Use when hunting for command-and-control callbacks in network data.
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gabrielmoreira Skill Single Cell Research PlannerDesigns complete single-cell research plans from a user-provided biomedical direction. Always use this skill whenever a user wants to design, scope, or structure a single-cell study — including disease-focused, mechanism-focused, biomarker-focused, translational, perturbation-inspired, or validation-aware projects. It should define the research question, choose the best-fit study pattern, recommend sample grouping logic, suggest reference datasets as examples only, specify the core analysis modules, propose a validation ladder, and output four workload configurations (Lite / Standard / Advanced / Publication+). Never fabricate datasets, sample metadata, accession numbers, cohort availability, cell-type labels, external validation resources, or literature references. Always include the mandatory Dataset Disclaimer immediately before any workflow section that mentions datasets or public resources.
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gabrielmoreira Skill Data ProcessingUse when working with structured data files (CSV, JSON, YAML, TOML, Parquet) — querying, transforming, filtering, aggregating, or converting between formats
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gabrielmoreira Skill Posthog Data HandlingPostHog PII handling, GDPR compliance, consent management, data deletion, property sanitization, and privacy-safe analytics configuration. Trigger: "posthog data", "posthog PII", "posthog GDPR", "posthog data retention", "posthog privacy", "posthog CCPA", "posthog consent".
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gabrielmoreira Skill Statistical Significance CalculatorConfigure and manage - Calculate statistical significance calculator operations. Auto-activating skill for Data Analytics. Triggers on: statistical significance calculator, statistical significance calculator Part of the Data Analytics skill category. Use when working with statistical significance calculator functionality. Trigger with phrases like "statistical significance calculator", "statistical calculator", "statistical".
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gabrielmoreira Skill Research Canadian Material Handling SafetyPrepare Canadian material-handling safety research briefs for warehouse movement, storage, lifting, traffic, and ergonomic risks.
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gabrielmoreira Skill Large Excel Analysis And Formatting用于处理多Sheet大型Excel文件,支持大文件Parquet格式转换提速,并使用openpyxl生成带条件高亮和自定义样式的格式化Excel报告及下载链接。
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gabrielmoreira Skill Multi Sheet Reading And Analysis用于读取多工作表Excel文件,动态评估数据量以启用Parquet大文件优化,并执行正则清洗、分类汇总、线性拟合及生成带格式的图表与结果文件。
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gabrielmoreira Skill Deploying Osquery For Endpoint MonitoringDeploys and configures osquery for real-time endpoint monitoring using SQL-based queries to inspect running processes, open ports, installed software, and system configuration. Use when building visibility into endpoint state, threat hunting across fleet, or implementing compliance monitoring. Activates for requests involving osquery deployment, endpoint visibility, fleet management, or SQL-based endpoint querying.
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gabrielmoreira Skill Analyzing Web Server Logs For IntrusionParse Apache and Nginx access logs to detect SQL injection attempts, local file inclusion, directory traversal, web scanner fingerprints, and brute-force patterns. Uses regex-based pattern matching against OWASP attack signatures, GeoIP enrichment for source attribution, and statistical anomaly detection for request frequency and response size outliers.
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gabrielmoreira Skill Research Us Material Handling SafetyPrepare United States material-handling safety research briefs for warehouse movement, storage, lifting, traffic, and ergonomic risks.
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gabrielmoreira Skill Single Sheet Reading And Analysis读取并解析单个Excel工作表数据,支持合并单元格处理、数据清洗、交叉分析及多维度可视化,适用于需要从单表中提取关键指标并进行趋势模拟与图表生成的场景。
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gabrielmoreira Skill Analyzing Macro Malware In Office DocumentsAnalyzes malicious VBA macros embedded in Microsoft Office documents (Word, Excel, PowerPoint) to identify download cradles, payload execution, persistence mechanisms, and anti-analysis techniques. Uses olevba, oledump, and VBA deobfuscation to extract the attack chain. Activates for requests involving Office macro analysis, VBA malware investigation, maldoc analysis, or document-based threat examination.
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gabrielmoreira Skill Exploiting SQL Injection VulnerabilitiesIdentifies and exploits SQL injection vulnerabilities in web applications during authorized penetration tests using manual techniques and automated tools like sqlmap. The tester detects injection points through error-based, union-based, blind boolean, and time-based blind techniques across all major database engines (MySQL, PostgreSQL, MSSQL, Oracle) to demonstrate data extraction, authentication bypass, and potential remote code execution. Activates for requests involving SQL injection testing, SQLi exploitation, database security assessment, or injection vulnerability verification.
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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 turning-engineering-analytics-into-insights, smart-data-analysis, external-model-validation. 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.