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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thedixitjain Skill Clickhouse Io 6ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.
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tools-only Bundle 583 Posthog Data Warehouse Sync Bbcbf67fposthog-data-warehouse-sync
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thedixitjain Skill Supabase Automation 2Automate Supabase database queries, table management, project administration, storage, edge functions, and SQL execution via Rube MCP (Composio). Always search tools first for current schemas.
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thedixitjain Bundle Polars 2High-performance DataFrame library for Python ETL, analytics, and pandas migration. Use for expression-based data manipulation with lazy query optimization, parallel execution, streaming out-of-core processing, Arrow interoperability, and optional GPU execution.
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thedixitjain Skill Sendgrid Automation 2Automate SendGrid email operations including sending emails, managing contacts/lists, sender identities, templates, and analytics via Rube MCP (Composio). Always search tools first for current schemas.
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thedixitjain Skill Django Security 4Django 安全最佳实践、认证、授权、CSRF 防护、SQL 注入预防、XSS 预防和安全部署配置。
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thedixitjain Bundle Hugging Face Datasets 2Create and manage datasets on Hugging Face Hub. Supports initializing repos, defining configs/system prompts, streaming row updates, and SQL-based dataset querying/transformation. Designed to work alongside HF MCP server for comprehensive dataset workflows.
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loopyluci Skill Duckdb Analytical QueriesUse when using DuckDB for analytics.
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loopyluci Skill Agri Tech Data Analytics TroubleshootingUse when applying agricultural data analytics troublesho.
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loopyluci Skill Blog Analytics Interpreter Best PracticesUse when applying blog analytics interpreter best practi.
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dvcrn Bundle Supabase 3Connect to Supabase for database operations, vector search, and storage. SQL queries, CRUD, pgvector similarity search, and table management. Note: Supabase is migrating to new project-scoped API keys starting March 11, 2026.
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dvcrn Skill Excel 2Excel 操作。数据处理、公式、表格操作。
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dvcrn Bundle Skill 45将自然语言问题转化为 SQL 查询并执行,支持多轮对话、意图识别、SQL 审计、可视化推荐等全流程。
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dvcrn Skill Sardis Balance 2Read-only balance checking and spending analytics for Sardis agent wallets
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dvcrn Skill Cloudflare 6Manage Cloudflare Workers, KV, D1, R2, and secrets using the Wrangler CLI. Use when deploying workers, managing databases, storing objects, or configuring Cloudflare resources. Covers worker deployment, KV namespaces, D1 SQL databases, R2 object storage, secrets management, and tailing logs.
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dvcrn Skill Agent Bom Runtime 2AI runtime security monitoring — context graph analysis, runtime audit log correlation with CVE findings, and vulnerability analytics queries. Use when the user mentions runtime monitoring, context graphs, lateral movement analysis, audit log correlation, or vulnerability analytics.
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dvcrn Bundle Iammeter 2Query and export device/site data via the iammeter API (based on https://www.iammeter.com/swaggerui/swagger.json). Triggers: list sites/devices, get real-time or historical energy data, export CSV, run power or offline analysis.
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dvcrn Bundle Ab Test Setup 3When the user wants to plan, design, or implement an A/B test or experiment. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test," "hypothesis," "conversion experiment," "statistical significance," or "test this." For tracking implementation, see analytics-tracking.
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dvcrn Bundle Google Analytics 4Google Analytics API integration with managed OAuth. Manage accounts, properties, and data streams (Admin API). Run reports on sessions, users, page views, and conversions (Data API). Use this skill when users want to configure or query Google Analytics. For other third party apps, use the api-gateway skill (https://clawhub.ai/byungkyu/api-gateway).
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dvcrn Bundle File Summary 2local document summary & analysis tool. triggers: 帮我总结, 总结文件, 分析文档, 分析总结, 总结一下, 分析一下 summarize for me, analyze for me, summarize the file, analyze the document, file summary, document analysis Supported formats: txt, docx, pdf, xlsx, xls ⚠️ Privacy Note: Extracted content will be sent to OpenClaw LLM for summary/analysis — DO NOT use with sensitive/confidential files.
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dvcrn Skill Nutrient Openclaw 2Document processing for OpenClaw — convert, extract, OCR, redact, sign, and watermark PDFs and Office documents using the Nutrient DWS API. Use when asked to convert documents (DOCX/XLSX/PPTX to PDF, PDF to images or Office formats), extract text or tables from PDFs, apply OCR to scanned documents, redact sensitive information or PII, add watermarks, or digitally sign documents. Triggers on "convert to PDF", "extract text", "OCR this", "redact PII", "watermark", "sign document", or any document processing request.
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teqfocusadmin Skill Teqfocus Post ScorerScore a LinkedIn post draft against Teqfocus's actual post performance history before publishing. Use this skill whenever the user wants to predict how a post will perform, asks "score this draft", "will this do well", "rate this post", "compare this to what's worked before", or uploads LinkedIn analytics exports alongside a draft. Complements linkedin-post-reviewer (which checks messaging alignment) — this skill checks performance probability. Run BOTH before any post ships.
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teqfocusadmin Skill Teqfocus Linkedin DashboardTurn a LinkedIn analytics export (xlsx/csv from company page or personal profile) into an interactive dashboard plus 5 data-backed recommendations for the Teqfocus content engine. Use this skill whenever the user uploads LinkedIn analytics data, asks "how is our LinkedIn performing", "analyze our post data", "build a content dashboard", "what's working on LinkedIn", or wants monthly/quarterly content performance review. Different from analytics-tracking (measurement strategy) — this skill builds the actual analysis artifact from real export data.
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pavelzw Bundle SqlalchemyPython SQL toolkit and Object Relational Mapper (ORM). Use when working with databases in Python, defining models, building queries, managing sessions, or interacting with SQL databases using Python objects.
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klotzkette Skill Excel 3Für Excel: Behörden-, Gerichts- oder Registerweg: ordnet Norm, Beweislast und Gegenargument; Ergebnis: Prüfprodukt mit Risiko und nächstem Schritt.
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monte-carlo-data Bundle Tune Monitor 2Analyze a Monte Carlo monitor and recommend config changes to reduce alert noise. Supports metric, custom SQL, validation, table, and agent (metric, evaluation, trajectory, validation) monitors. Fetches the report, identifies patterns, and suggests tuning.
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monte-carlo-data Bundle Monte Carlo Analyze Root Cause 2Investigate data incidents and find root causes using Monte Carlo's observability data. Guides the agent through systematic investigation: alert lookup, lineage tracing, ETL checks, query analysis, and data profiling. Activates when a user asks about data issues, incidents, alerts, or why data looks wrong.
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monte-carlo-data Bundle Monte Carlo Monitoring Advisor 2Analyze data coverage, create monitors for warehouse tables and AI agents. Covers coverage gaps, use-case analysis, data monitor creation, and agent observability.
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monte-carlo-data Bundle Monte Carlo Storage Cost Analysis 2Analyze a warehouse for stale, unused, or redundant tables via the analyze_storage_costs MCP tool. Classifies waste patterns and table categories, computes safety tiers, and handles category drill-downs and lineage follow-ups.
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data-goblin Bundle Executing Spark 2Execute arbitrary Python or PySpark code on Fabric Spark compute without creating a notebook artifact; ephemeral Livy sessions with full Delta table access. Automatically invoke when the user asks to "run PySpark in Fabric", "create a Livy session", "execute Python on Fabric compute", "run Spark without a notebook", "submit code to Fabric", "ephemeral Spark execution", "run ETL in Fabric".
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hoangnguyen0403 Bundle Database Hana 2Apply SAP HANA database standards for SQL parameterization, in-memory engine optimization, dynamic IN query chunking, column aliasing on joins, and datatype casting. Use when writing SQL for SAP HANA, optimizing HANA queries, or diagnosing HANA driver errors.
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scdenney Skill Doc To Markdown 2Read or convert any document a research workflow hands you — PDF, Word, PowerPoint, Excel, OpenDocument, RTF, EPUB, or CSV. Fires whenever a document has to be read, opened, quoted, summarized, searched, extracted, or added to a source library, including plain phrasings like "read this paper", "what does this PDF say", "pull the tables out of this", "summarize the attached report", "add this to my sources", or a bare path to a document file. Decides whether to read the file directly or convert it, picks the converter from the document's actual structure, and decides whether the resulting Markdown is a tracked artifact or a scratch file to delete. Hands scanned or image-only documents to vlm-ocr and bulk source intake to research-repo.
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scdenney Skill Conjoint Cleaning 2Turns a raw Qualtrics conjoint export into an analysis-ready long-format dataset — export settings and metadata rows, identifying which Qualtrics implementation produced the file, reshaping wide to long by hand or with cjoint read.qualtrics and cjdata reshape_conjoint, mapping the choice variable onto profiles, ratings and secondary DVs, attribute-level translation and factor ordering, pilot data-quality diagnostics, and subgroup merges. Use when the user has a conjoint CSV and asks how to clean, reshape, restructure, or debug it, cannot line the choice column up with the profiles, or asks what the data must look like before AMCE estimation. Design questions go to conjoint-design, validity review to conjoint-diagnostics.
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athola Bundle Github Initiative Pulse 2Generates markdown digests and CSV exports for GitHub initiative health. Use when reporting on issue/PR progress across a milestone or project.
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athola Bundle Usage Logging 2Implements structured usage logging and audit trails for cost and session tracking. Use when adding audit trails, usage analytics, or cost tracking to a skill.
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al-janef Bundle Vuln Audit 2Audit application code for the OWASP Top 10 classes: injection (SQL/NoSQL/command), XSS, CSRF, SSRF, IDOR and broken access control, insecure deserialization, unsafe file upload, and misconfiguration. Use for any security review, "is this safe?", or code that handles untrusted input, queries, uploads, outbound URLs, or objects by ID. Produces a severity-ranked report with concrete fixes and proof. Defensive only.
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 clickhouse-io, 583-posthog-data-warehouse-sync_bbcbf67f, supabase-automation. 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.