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
oyi77 prefect-flows
Orchestrates Python data pipelines with Prefect flows, tasks, retries, caching, parallel execution, and deployments to work pools.
10
oyi77 scrapers
Monitors websites, RSS feeds, and e-commerce pages for content changes and price drops, with social listening and custom scraping for competitive intelligence and market research.
10
chimeranext observability-stack
Implements a complete observability stack with Prometheus metrics, Grafana dashboards, Jaeger distributed tracing, and structured logging, including heartbeat-based absence detection for scheduled jobs on Google Cloud.
4 · bundle
demerzels-lab ryot
Tracks media progress, reviews, collections, analytics, and calendar in Ryot, with automation support.
10 · bundle
demerzels-lab ga4
Query Google Analytics 4 (GA4) data via the Analytics Data API. Pull website analytics like top pages, traffic sources, user counts, sessions, conversions, or any GA4 metrics and dimensions, with support for custom date ranges and filtering.
10 · bundle
demerzels-lab whoop
Fetches latest WHOOP recovery, sleep, and strain data and generates daily suggestions.
10 · bundle
samuelpatro drizzle-orm-d1
Build Cloudflare D1 schemas and queries with Drizzle ORM, including migrations, relations, and batch operations.
2 · bundle
cloudthinker-ai aws
Executes AWS CLI commands with parallel execution, CloudWatch statistics syntax, Cost Explorer aggregation, and output token limits.
7
cloudthinker-ai aws-ses
Analyzes AWS SES sending statistics, bounce and complaint rates, identity management, configuration sets, and deliverability tracking using the SES v2 API.
7
cloudthinker-ai managing-coda
Manages Coda workspaces via the REST API, covering document discovery, page and table inspection, formula retrieval, and workspace analytics.
7
cloudthinker-ai analyzing-tidb
Analyzes TiDB cluster topology, slow queries, hot regions, and SQL performance using read-only database and API queries.
7
cloudthinker-ai managing-agora
Manages and analyzes Agora real-time communication resources, including channels, usage, and quality metrics, via the Agora REST API.
7
tools-only 022-pre-c8b9ae3d
Provides a pre-built Salesforce B2B Commerce data model as a Mermaid flowchart with color coding and relationship indicators, plus an optional script to enrich the diagram with live org metadata.
7 · bundle
tools-only 141-pre-fc2ddd2a
Provides a pre-built Salesforce Party Model data model template with Mermaid diagrams, object tables, and relationship summaries for Industry Clouds.
7 · bundle
tools-only 162-use-e70e84f3
Provides guidance on using Apache Spark RDDs, including creation, transformations, actions, and performance considerations.
7 · bundle
tools-only 180-pre-f6fe6217
Provides a pre-built Salesforce Service Cloud data model template with Mermaid diagrams, ASCII fallback, and relationship summaries for documentation and analysis.
7 · bundle
tools-only 085-aeon-556c1766
Provides guidance on using the Aeon library for time series forecasting, covering model selection, implementation, and evaluation.
7 · bundle
tools-only 153-dxpy-bae649e0
Provides Python bindings to interact with the DNAnexus platform, enabling file uploads, job management, and API calls.
7 · bundle
infinition maps
Geocode addresses, find nearby places, compute routes and distances, and get timezones using free OpenStreetMap data with no API keys.
2 · bundle
infinition codebase-inspection
Analyze repositories for lines of code, language breakdown, file counts, and code-vs-comment ratios using pygount, with guidance on using language servers for symbol navigation.
2
johnalbertini14-glitch xint
Search, analyze, and engage with X/Twitter from the terminal, including bookmarks, likes, following, trends, and Grok AI analysis, with export to JSON, CSV, or Markdown.
1 · bundle
johnalbertini14-glitch whoop
Fetches your latest WHOOP recovery, sleep, and strain data and generates a short set of suggestions for the day.
1 · bundle
johnalbertini14-glitch xint-rs
Search, analyze, and monitor X/Twitter from the terminal with a fast Rust CLI, including AI-powered analysis, trends, and follower tracking.
1 · bundle
phoroth graphify-windows
Builds a navigable knowledge graph from any folder of files, with community detection, an audit trail, and outputs including interactive HTML, GraphRAG-ready JSON, and a plain-language report.
3 · bundle
lucaspmarie-a11y convex
Design schemas, write TypeScript functions, and manage real-time data, auth, storage, scheduling, and deployment for Convex backends.
5
lucaspmarie-a11y graphify-windows
Turns any folder of files into a navigable knowledge graph with community detection, producing interactive HTML, GraphRAG-ready JSON, and a plain-language report.
5 · bundle
qhjqhj00 depmap
Query the Cancer Dependency Map (DepMap) for CRISPR gene dependency scores, drug sensitivity data, and gene effect profiles to identify cancer-specific vulnerabilities, synthetic lethal interactions, and validate oncology drug targets.
3 · bundle
qhjqhj00 roc
Computes the Receiver Operating Characteristic (ROC) metric using torchmetrics, supporting binary, multiclass, and multilabel tasks.
3
qhjqhj00 networkx
Create, analyze, and visualize complex networks and graphs in Python, covering graph construction, algorithms, generators, I/O, and visualization.
3 · bundle
qhjqhj00 squad
Computes the SQuAD metric using torchmetrics, given predictions and ground truth. Use when evaluating question-answering outputs with exact match and F1 scores.
3
qhjqhj00 matplotlib
Create publication-quality static, animated, and interactive plots with fine-grained control over every element, from basic charts to multi-panel figures, with export to PNG, PDF, and SVG.
3 · bundle
bdm-15 igce-builder-ffp
Firm-fixed-price cost buildup mirroring 1102 IGCE FFP wrap-rate math (BLS OEWS + GSA CALC+ + GSA Per Diem). USE WHEN the user asks to "build an FFP IGCE", "wrap rate buildup", "FFP cost estimate", "layer fringe overhead G&A fee", "how should we price this FFP task order", or "IGCE parity for our bid". Pulls labor categories from pursuit vault or defaults, stacks fringe/overhead/G&A/fee, exports JSON + XLSX to Studio. DO NOT USE FOR T&M/LH pricing (`igce-builder-lh-tm`), cost-reimbursement (`igce-builder-cr`), OT milestones (`ot-prototype-strategist`), or obligation intel (`competitive-intel`).
0
micsapp xlsx
Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing data, (3) Modify existing spreadsheets while preserving formulas, (4) Data analysis and visualization in spreadsheets, or (5) Recalculating formulas
3 · bundle
bytesagain ppe
Personal protective equipment tracker. Use when json ppe tasks, csv ppe tasks, checking ppe status.
12 · bundle
artubss vaex
Use essa skill para processar e analisar grandes conjuntos de dados tabulares (bilhões de linhas) que excedem a RAM disponível. Vaex excels em operações DataFrame out-of-core, avaliação lazy, agregações rápidas, visualização eficiente de big data e machine learning em datasets grandes. Aplique quando usuários precisarem trabalhar com arquivos CSV/HDF5/Arrow/Parquet grandes, realizar estatísticas rápidas em datasets massivos, criar visualizações de big data ou construir pipelines de ML que não cabem em memória.
10 · bundle
artubss flowio
Analise arquivos FCS (Flow Cytometry Standard) v2.0-3.1. Extraia eventos como arrays NumPy, leia metadados/canais, converta para CSV/DataFrame, para pré-processamento de dados de citometria de fluxo.
10 · bundle
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 observability-stack, ryot, drizzle-orm-d1. 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.