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.
Data & Analytics
1,725 skills
github qdrant-monitoring-debugging
Diagnoses Qdrant production issues using metrics and observability tools, covering optimizer problems, memory spikes, and slow queries.
36.2k
github sql-server-table-reconciliation
Compare identical tables across two SQL Server instances using Python with mssql-python and Apache Arrow, detecting missing rows, column mismatches, schema drift, and generating a reconciliation report.
36.2k · bundle
github dataverse-python-production-code
Generate production-ready Python code using the Dataverse SDK with error handling, retry logic, OData optimization, and logging.
36.2k
github dataverse-python-advanced-patterns
Generate production-ready Python code for Dataverse SDK with advanced patterns including error handling, batch operations, OData optimization, and Pandas integration.
36.2k
github migrating-oracle-to-postgres-stored-procedures
Translates Oracle PL/SQL stored procedures to PostgreSQL PL/pgSQL, preserving method signatures and type-anchored parameters while applying Oracle-compatible sorting and leveraging orafce.
36.2k
jeffallan pandas-pro
Perform efficient pandas DataFrame operations for data analysis, manipulation, and transformation with production-grade patterns.
10.4k · bundle
jeffallan spark-engineer
Write, optimize, and debug Apache Spark jobs for high-performance distributed data processing, ETL pipelines, and big data workloads.
10.4k · bundle
inference-sh data-visualization
Create clear, effective data visualizations with chart selection, color theory, and annotation best practices using the inference.sh CLI.
584
orchestra-research chroma
Store and query embeddings with metadata filtering, vector search, and full-text search using an open-source database that scales from notebooks to production.
10.4k · bundle
orchestra-research sentencepiece
Train and use SentencePiece tokenizers for multilingual NLP, supporting BPE and Unigram algorithms with raw Unicode text.
10.4k · bundle
owl-listener data-visualization
Design clear, accessible data visualizations with appropriate chart selection and styling.
1.7k
owl-listener a-b-test-design
Design rigorous A/B tests with clear hypotheses, controlled variants, appropriate metrics, and sample size calculations.
1.7k
tradermonty vcp-screener
Screen S&P 500 stocks for Mark Minervini's Volatility Contraction Pattern (VCP) and detect historical VCPs in a single ticker's price path.
2.3k · bundle
tradermonty skill-idea-miner
Extract, score, and backlog skill idea candidates from Claude Code session logs for a weekly skill generation pipeline.
2.3k · bundle
tradermonty signal-postmortem
Record and analyze post-trade outcomes for trading signals, tracking false positives, missed opportunities, and regime mismatches to generate feedback for signal aggregation and skill improvement.
2.3k · bundle
tradermonty kanchi-dividend-sop
Convert Kanchi-style dividend investing into a repeatable US-stock operating procedure covering screening, deep dive, entry planning, and post-purchase monitoring.
2.3k · bundle
tradermonty edge-candidate-agent
Convert daily market observations into structured research tickets and export validated candidate specs for a trading strategy pipeline.
2.3k · bundle
tradermonty edge-concept-synthesizer
Clusters raw detection tickets into reusable edge concepts with thesis, invalidation signals, and strategy playbooks before strategy design.
2.3k · bundle
tradermonty economic-calendar-fetcher
Fetch upcoming economic events and data releases using the FMP API, including central bank decisions, employment reports, inflation data, GDP releases, and other market-moving indicators for specified date ranges.
2.3k · bundle
tradermonty institutional-flow-tracker
Tracks institutional investor ownership changes and portfolio flows using 13F filings data to identify stocks with significant smart money accumulation or distribution.
2.3k · bundle
tradermonty kanchi-dividend-review-monitor
Monitor dividend portfolios for risk triggers and route anomalies into a human review queue without auto-selling.
2.3k · bundle
tradermonty dividend-growth-pullback-screener
Screens for dividend growth stocks with 12%+ annual dividend growth and 1.5%+ yield that are experiencing temporary pullbacks identified by RSI oversold conditions (RSI ≤40).
2.3k · bundle
expo eas-observe
Add EAS Observe to an Expo project for startup, navigation, and custom-event performance metrics, query them via the EAS CLI, and interpret the results.
2.2k · bundle
adobe page-reduce
Reduces a webpage to a structural skeleton by tokenizing content in the browser and applying LLM reasoning to collapse repeated patterns.
142 · bundle
nexu-io data-report
Converts CSV, Excel, or JSON data into a polished, interactive visual report page with KPI cards, charts, data tables, and insights.
· bundle
nexu-io social-media-matrix
Build a cinematic, data-dense multi-platform social media dashboard with KPI matrix, interactive charts, insights drawer, and dark/light theme toggle.
· bundle
zhaoxuya520 competition-pcap-protocol
Analyze PCAP files by reconstructing TCP/UDP sessions, decoding application-layer protocols, and correlating packet sequences with host or malware behavior for CTF challenges.
12.8k · bundle
franks-intellab agentic-kaggle-skill
End-to-end Kaggle competition workflow for scored submissions, covering code competitions, validation, metrics, public notebook/discussion intel, tabular/text/image modeling, tuning, ensembling, multi-notebook architectures, Kaggle GPU offload, and hidden-test debugging.
170 · bundle
24601 surrealkit
Manages SurrealDB schemas as desired-state .surql files, with sync for disposable databases and reviewed rollouts for shared or production environments, plus seeding and declarative testing.
34
stieges bpmn-generator
Generates OMG-compliant BPMN 2.0 XML and SVG diagrams from natural language process descriptions, with validation, automatic layout, and optional process optimization advisories.
32 · bundle
klotzkette excel
Prüft Frist, Form, Zuständigkeit, Rechtsweg und Sofortmaßnahmen für Behörden-, Gerichts- oder Registerwege in der Liquiditätsplanung und liefert eine Fristen- und Risikoampel mit Sofortschritten.
1.5k
majiayu000 rag
Builds Retrieval-Augmented Generation systems with document chunking, embedding generation, vector storage, and retrieval pipelines, including evaluation and optimization.
567 · bundle
majiayu000 aeon
Provides scikit-learn compatible algorithms for time series machine learning, including classification, regression, clustering, forecasting, anomaly detection, segmentation, and similarity search.
567 · bundle
ecnu-icalk java-jsoup
Parses betting odds HTML tables with Java and Jsoup, extracting company names, odds values, and change timestamps using specific CSS selectors.
559
agentskillexchange postgres-mcp-pro
Query, analyze, and tune PostgreSQL databases through your AI agent with safe access controls, including index tuning recommendations, query plan analysis, health monitoring, and schema intelligence.
28
agentskillexchange weights-biases-run-monitor
Streams live training metrics, system stats, and gradients from active W&B runs, alerts on metric regressions, and posts summaries to Slack.
28
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 page-reduce, eas-observe, social-media-matrix. Rankings shift as installs change; sort this page by "Most downloaded" 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 add <owner>/<name>, or copy the file into your agent's skills directory.