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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asgard-ai-platform Bundle Cs AnalyticsMeasure and optimize customer service performance using CSAT, NPS, CES, First Contact Resolution, and text mining on support tickets. Use this skill when the user needs to evaluate CS team performance, identify top complaint drivers, optimize staffing, or build CS dashboards — even if they say 'is our CS team doing well', 'what are customers complaining about', 'how many agents do we need', or 'build a CS dashboard'.
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asgard-ai-platform Skill Tw Ecom Analytics BenchmarksTaiwan e-commerce benchmark ranges for CVR, ROAS, LTV, AOV, repeat rate, cart-abandon — segmented by vertical (3C, 美妝, 服飾, 母嬰, 生鮮) and channel (DTC, Shopee, momo). Use when a TW merchant asks 'is my CVR / ROAS good?' or when sizing a business case. Source discipline: cite industry report or vendor data; mark undocumented ranges as estimates. STATUS: SKELETON — body pending.
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aladicf Skill Data Viz 2Design charts, metrics, and data tables that help users interpret and compare data. Use when the user asks to visualize data, choose chart types, improve dashboard analytics, or make data presentation accessible. Dashboard navigation and shell layout alone belong to add-ui or arrange.
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hmbown Skill Awaken 2Awaken gives a non-intelligent system a usable voice without pretending the underlying system became sentient. The real move is to wrap a thermostat, spreadsheet, legacy database, shell script, or crusty internal tool in a conversational or agent-like interface that exposes what it can already do. Good Awaken work turns buried affordances into accessible ones. Bad Awaken work hallucinates capabilities the substrate does not have. The spell is strongest when the wrapper is honest about its limits and preserves the original system's safety boundaries.
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hmbown Skill True Polymorph 2In D&D, True Polymorph is the permanent transformation — the target becomes something fundamentally different, and if held long enough, the change is irreversible. Unlike Polymorph (temporary disguise or adaptation), True Polymorph means the old identity is gone. The real-world version is irreversible system transformation: rewriting a service from Python to Rust so thoroughly the Python version cannot be recovered, migrating from SQL to a graph database with no backward-compatible schema, or restructuring an organization so completely that the old org chart is not just outdated but nonsensical. True Polymorph is the point of no return.
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shengdabai Bundle Review 2Pre-landing PR review. Analyzes diff against the base branch for SQL safety, LLM trust boundary violations, conditional side effects, and other structural issues. Use when asked to "review this PR", "code review", "pre-landing review", or "check my diff". Proactively suggest when the user is about to merge or land code changes.
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shengdabai Skill Review 3Pre-landing PR review. Analyzes diff against the base branch for SQL safety, LLM trust boundary violations, conditional side effects, and other structural issues. Use when asked to "review this PR", "code review", "pre-landing review", or "check my diff". Proactively suggest when the user is about to merge or land code changes.
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richfrem Bundle Excel To CSV 2Excel to CSV conversion skill. Convert specific bounding tables or entire worksheets within `.xlsx` or `.xls` binary formats into flat `.csv` tabular data. Use this when you find an Excel file and need its data mapped into an accessible format for text analysis, filtering, or programmatic pipelining.
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richfrem Bundle Excel To CSV 3Excel to CSV conversion skill. Auto-invoked to convert specific tables or worksheets within an `.xlsx` or `.xls` file into flat `.csv` format for easier text processing and ingestion.
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builderio Skill Data Programs 2Save a run-code fetch/join/aggregate script as a stored, refreshable data source that dashboard panels bind to and render. Use when an ad-hoc provider-api-request or run-code analysis should become a live dashboard panel other users see, or when a cohort/join needs an arbitrary property filter, an IN-search, or a cross-provider stitch a canned action can't express.
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builderio Skill Provider API 2Make arbitrary authenticated HTTP calls to configured Analytics provider APIs when first-class actions are too narrow.
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builderio Skill Creative Context 5Reuse approved dashboards and creative context while respecting named contexts, immutable packs, provenance, and opt-out state. Use when building or refining a dashboard, or when the user references saved or approved context.
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acaprino Bundle Xray Method 2X-ray method: mechanical structure extraction fused with semantic reading into a ground-truth account of WHAT, WHY, HOW and CONSEQUENCES. Python, Java, JavaScript, TypeScript, SQL, PL/SQL, Rust. TRIGGER WHEN: encountering an unfamiliar codebase, needing pre-review technical context, before a major refactor, or when documentation is stale or missing. DO NOT TRIGGER WHEN: the user wants human-readable narrative docs (use /codebase-mapper:map-codebase), a public-facing README, or a review verdict (senior-review consumes this output instead).
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acaprino Bundle Xray Method 3X-ray method: mechanical structure extraction fused with semantic reading into a ground-truth account of WHAT, WHY, HOW and CONSEQUENCES. Python, Java, JavaScript, TypeScript, SQL, PL/SQL, Rust. TRIGGER WHEN: encountering an unfamiliar codebase, needing pre-review technical context, before a major refactor, or when documentation is stale or missing. DO NOT TRIGGER WHEN: the user wants human-readable narrative docs (use /codebase-mapper:map-codebase), a public-facing README, or a review verdict (senior-review consumes this output instead).
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acaprino Bundle Xray Method 4X-ray method: mechanical structure extraction fused with semantic reading into a ground-truth account of WHAT, WHY, HOW and CONSEQUENCES. Python, Java, JavaScript, TypeScript, SQL, PL/SQL, Rust. TRIGGER WHEN: encountering an unfamiliar codebase, needing pre-review technical context, before a major refactor, or when documentation is stale or missing. DO NOT TRIGGER WHEN: the user wants human-readable narrative docs (use /codebase-mapper:map-codebase), a public-facing README, or a review verdict (senior-review consumes this output instead).
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garyld1962 Bundle Code Review 2Domain-based PR review controller. Use when you need a structured, multi-lens review of a pull request or code change. Supports two profiles: 'breakpoint' (light mid-flow review covering security, correctness, and tests only) and 'full' (comprehensive PR-boundary review covering all 11 domains). Conditional domains fire only when triggers match: data-integrity fires when the diff touches persistence (migrations, schemas, SQL, repositories, ORM models); api-contract fires when the diff touches a public surface (API routes, controllers, handlers, .proto files, OpenAPI/Swagger specs, library surface, message schema, CLI, or SDK). Do NOT use for trivial changes (typo fixes, mechanical refactors, dependency bumps with no logic changes). Do NOT use when you want professional craft grading or seniority assessment — use the code-review-professional skill instead.
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vibeeval Skill Django SecurityDjango security best practices, authentication, authorization, CSRF protection, SQL injection prevention, XSS prevention, and secure deployment configurations.
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builderio Skill Gong 2Search sales call recordings, transcripts, and participants via Gong. Use this skill when the user asks about sales calls, customer conversations, or call transcripts.
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builderio Skill Bigquery 2Query BigQuery for analytics events, signups, pageviews, subscriptions, and user data. Use this skill when the user asks about metrics, funnels, user activity, or customer usage data.
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gktuoktay Skill XLSXExcel (.xlsx) tabloları ve veri hesaplama dosyaları oluşturmak/okumak için yetenek.
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kyrie66nb Skill Officecli 2Create, analyze, proofread, and modify Office documents (.docx, .xlsx, .pptx) using the officecli CLI tool. Use when the user wants to create, inspect, check formatting, find issues, add charts, or modify Office documents.
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kyrie66nb Bundle XLSXSpreadsheets: read, edit, clean, chart, format, or create xlsx/xlsm/csv/tsv deliverables.
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26zl Bundle Performing Red Team Phishing With GophishAutomate GoPhish phishing simulation campaigns using the Python gophish library. Creates email templates with tracking pixels, configures SMTP sending profiles, builds target groups from CSV, launches campaigns, and analyzes results including open rates, click rates, and credential submission statistics for security awareness assessment.
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26zl Bundle Detecting Anomalous Authentication PatternsDetects anomalous authentication patterns using UEBA analytics, statistical baselines, and machine learning models to identify impossible travel, credential stuffing, brute force, password spraying, and compromised account behaviors across authentication logs. Activates for requests involving authentication anomaly detection, login behavior analysis, UEBA implementation, or suspicious sign-in investigation.
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cas-bigdatalab Bundle CSV Formatter 2CSV格式化器。用于加载和格式化csv类型的文件。 本SKILL使用依赖data_juicer,请在调用前安装好python环境并安装data_juicer,你可用以下指令进行安装: pip install py-data-juicer 当用户提到CSV格式化、CSV数据加载、读取CSV文件、CSV转JSONL等需求时使用此skill。
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microwind Bundle SQL 2当优化SQL查询时,分析执行计划,检查索引使用,优化查询性能。验证SQL语法,分析查询复杂度,和最佳实践。
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microwind Bundle SQL 3当优化数据库性能时,分析查询执行计划,设计高效索引,优化SQL语句。调整数据库配置,监控性能指标,和实施最佳实践。
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microwind Bundle Skill 41当分析数据库查询性能时,优化SQL查询,解决性能瓶颈,监控数据库负载。验证查询计划,优化索引设计,和最佳实践。
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kilo-org Bundle Creating Data Lake TableCreate managed Iceberg tables using Amazon S3 Tables (s3tables API namespace) with automatic compaction and snapshot management. Sets up table bucket, namespace, table, schema, Glue catalog registration, partitioning, IAM access control. Triggers on: create table, data lake table, analytics table, structured data storage, S3 Tables, Iceberg, Athena table, partitioning strategy, access permissions. Do NOT use for: importing files (use ingesting-into-data-lake), vector storage (use storing-and-querying-vectors), querying existing tables (use querying-data-lake), or locating existing table (use finding-data-lake-assets).
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mk-organization-1 Skill Agency Analytics Reporter 2Expert data analyst transforming raw data into actionable business insights. Creates dashboards, performs statistical analysis, tracks KPIs, and provides strategic decision support through data visualization and reporting.
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mk-organization-1 Skill Agency Data Analytics Reporter 2Expert data analyst transforming raw data into actionable business insights. Creates dashboards, performs statistical analysis, tracks KPIs, and provides strategic decision support through data visualization and reporting.
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mk-organization-1 Skill Agency Sales Data Extraction Agent 2AI agent specialized in monitoring Excel files and extracting key sales metrics (MTD, YTD, Year End) for internal live reporting
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mk-organization-1 Skill Django SecurityDjango security best practices: authentication, authorization, CSRF protection, SQL injection prevention, XSS prevention, and secure deployment. Use when auditing Django security, hardening a Django app, or implementing secure authentication and authorization.
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mk-organization-1 Skill Django Security 2Django security best practices, authentication, authorization, CSRF protection, SQL injection prevention, XSS prevention, and secure deployment configurations.
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dabit3 Bundle Dcf ModelBuild institutional-quality DCF valuation models in Excel — revenue projections, FCF build, WACC, terminal value, Bear/Base/Bull scenarios, 5x5 sensitivity tables. Pairs with excel-author. Use for intrinsic-value equity analysis.
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benbrastmckie Skill Skill Budget 2Grant budget spreadsheet generation with forcing questions. Invoke for budget tasks.
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 provider-api, creative-context, cs-analytics. 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.