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
vikingokft gws-sheets-append
Appends a row or multiple rows to a Google Sheets spreadsheet using the gws CLI, with support for simple values or JSON arrays and optional target range.
0
tools-only 184-see-8d3a4f98
Documents the required and optional keys for defining unit tests in a dbt YAML schema file.
7 · bundle
tools-only 062-sql-5eac1a75
Explains syntax differences for common SQL operations across PostgreSQL, MySQL, SQL Server, and Oracle, including auto-increment keys, string concatenation, date functions, pagination, booleans, JSON, case sensitivity, and recursive CTEs.
7 · bundle
tools-only 161-pre-598f4ddf
Provides a pre-built Salesforce data model template for Quotes and Orders, including Mermaid diagrams, relationship tables, and key concepts.
7 · bundle
tools-only 131-crud-4c931cea
Perform create, read, update, and delete operations in MongoDB, covering query and update operators, atomic operations, and bulk writes.
7 · bundle
tools-only 164-aeon-39ccf444
Predict continuous values from temporal sequences using aeon's time series regressors, covering convolutional, deep learning, distance-based, feature-based, hybrid, interval-based, and shapelet-based approaches.
7 · bundle
tools-only 187-step-459c2d7b
Guides analysis of Neuropixels recordings from raw data to curated units, covering preprocessing, motion correction, spike sorting, quality metrics, and export.
7 · bundle
johnalbertini14-glitch tidb-cloud-zero
Provisions disposable TiDB Cloud Zero databases via API and CLI, returning connection strings for immediate SQL use.
1 · bundle
johnalbertini14-glitch onchain
Tracks crypto prices, wallet balances, portfolio values, and CEX history via a command-line interface, with support for Polymarket prediction markets.
1 · bundle
johnalbertini14-glitch gno
Index local folders and search documents with BM25, vector, or hybrid queries, plus AI answers with citations and a web UI.
1 · bundle
johnalbertini14-glitch ga4
Query Google Analytics 4 (GA4) data via the Analytics Data API. Use when you need to pull website analytics like top pages, traffic sources, user counts, sessions, conversions, or any GA4 metrics/dimensions. Supports custom date ranges and filtering.
1 · bundle
johnalbertini14-glitch spots
Finds all places in an area using grid-based Google Places scanning, not just the ones Google surfaces. Supports location or coordinate search, filtering by rating and reviews, and exporting results to JSON, CSV, or an interactive map.
1 · bundle
moonklabs kb-structure
Structures company knowledge bases for business plan automation, defining a 7-category schema, completeness scoring, and storage layouts for Notion or local Markdown.
0
phoroth jq
Query, filter, transform, and aggregate JSON data using jq, with practical patterns for shell pipelines and CLI integration.
3
phoroth adhx
Fetches any X/Twitter post as structured JSON via the ADHX API, including full article content, author info, and engagement metrics, without scraping or a browser.
3
phoroth convex
Build reactive backends with Convex: schema design, TypeScript functions, real-time subscriptions, auth, file storage, scheduling, and deployment.
3
phoroth hasdata
Extract public web data via HasData APIs, including search engine results, structured data from ecommerce, travel, jobs, and local business platforms, with support for web scraping, pre-parsed APIs, and async jobs.
3 · bundle
phoroth seaborn
Create publication-quality statistical graphics directly from tabular datasets, covering relational, distribution, categorical, regression, and matrix plots with minimal code.
3
lucaspmarie-a11y jq
Query, filter, and transform JSON with expert jq patterns, including aggregation, string formatting, and shell pipeline integration.
5
lucaspmarie-a11y polars
Process in-memory datasets with Polars' expression API, lazy evaluation, and parallel execution, including pandas migration patterns and I/O for CSV, Parquet, and JSON.
5
lucaspmarie-a11y seaborn
Create publication-quality statistical graphics using Seaborn, with dataset-oriented plotting, multivariate analysis, automatic statistical estimation, and complex multi-panel figures.
5
lucaspmarie-a11y networkx
Creates, manipulates, and analyzes complex networks and graphs using the NetworkX Python package, including graph algorithms, synthetic network generation, I/O, and visualization.
5
qhjqhj00 jq
Query, filter, transform, and aggregate JSON data using jq, with practical patterns for shell pipelines and integration with CLI tools.
3 · bundle
qhjqhj00 seaborn
Create publication-quality statistical graphics in Python with dataset-oriented plotting, semantic mapping, and built-in statistical estimation.
3 · bundle
qhjqhj00 auc
Evaluates machine learning classifiers on their ability to distinguish signal from background in particle physics simulations, measuring how well algorithms rank signal events above background ones using the AUC metric.
3
qhjqhj00 qqe
Computes bibliometric indices for AI/NLP conferences, including QQE, average/median citations, and citation inequality, from annual publication and citation data.
3
qhjqhj00 ray-data
Process large ML datasets in parallel across CPU or GPU clusters, with streaming execution, multi-format I/O, and integration with Ray Train, PyTorch, and TensorFlow for batch inference and preprocessing pipelines.
3 · bundle
qhjqhj00 cider
Computes CIDEr and related metrics to score how well generated image descriptions align with human consensus, using reference sentences and triplet annotations.
3
qhjqhj00 theilsu
Computes Theil's U (uncertainty coefficient) between predictions and ground truth using the torchmetrics implementation, handling categorical data and NaN strategies.
3
bdm-15 renderers
Office-document renderers for pursuit deliverables — Markdown to DOCX (Pandoc/OpenXML) and JSON envelopes to styled XLSX (openpyxl). USE WHEN the user asks to export a Studio markdown file to Word, convert compliance matrix JSON to Excel, render proposal outline as DOCX, or run a one-off format conversion on files under pursuits/. Consumer skills (proposal-generator, subcontractor-sow-builder, compliance-auditor) call these scripts internally; users can also run renderers directly from Agent Skills or chat. DO NOT USE FOR drafting content (use proposal-generator), visual decks/PDF/PPTX (use huashu-design), or domain analysis.
0 · bundle
bdm-15 igce-builder-lh-tm
Labor-hour and time-and-materials cost buildup with fully burdened hourly rates (BLS OEWS + GSA CALC+ + per diem MCPs). USE WHEN the user asks to "build a T&M IGCE", "labor hour estimate", "fully burdened hourly rate", "LH IGCE", "time and materials pricing", or "burden multiplier stack". Exports JSON + XLSX to Studio. DO NOT USE FOR FFP wrap rates (`igce-builder-ffp`), cost-reimbursement fee caps (`igce-builder-cr`), or OT bids (`ot-prototype-strategist`).
0
georgeqle cohort-review
Post-launch metrics & funnel analysis — cohort retention, channel performance, and progress against targets from $metrics
1 · bundle
aaaaqwq pine-visualizer
Decomposes trading ideas into actionable Pine Script components by analyzing YouTube videos or conceptual questions, then produces structured implementation plans.
1
timlai666 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
1 · bundle
timlai666 sql-pro
Use when optimizing SQL queries, designing database schemas, or tuning database performance. Invoke for complex queries, window functions, CTEs, indexing strategies, query plan analysis.
1 · bundle
timlai666 dask
Distributed computing for larger-than-RAM pandas/NumPy workflows. Use when you need to scale existing pandas/NumPy code beyond memory or across clusters. Best for parallel file processing, distributed ML, integration with existing pandas code. For out-of-core analytics on single machine use vaex; for in-memory speed use polars.
1 · 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 hasdata, 164-aeon_39ccf444, tidb-cloud-zero. 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.