Best data and analytics skills, page 14

Covers logging and viewing training metrics, histograms, model graphs, embeddings and profiles with TensorBoard in PyTorch and TensorFlow projects.

Orchestra-Research/AI-Research-SKILLs

Pipeline stage that turns a mathematical modeling report into runnable programs per sub-question, frozen numerical results and reviewable evidence files.

WuXinbo-bo/Math-model-skills

You MUST use this before any data analysis or investigation - before exploring a dataset, loading or profiling data, running a model, computing a statistic, or testing an idea, and before any…

K-Dense-AI/science-superpowers

A skill your agent uses for Helm chart work - creating charts, modifying existing charts, values design, testing.

astronomer/airflow-chart

Project knowledge for developing and maintaining @cablate/mcp-google-map.

cablate/mcp-google-map

Detects Chan theory price structures (fractals, strokes, pivots) and first, second and third buy and sell points from OHLCV bars using the czsc library, in Chinese.

HKUDS/Vibe-Trading

Acquire, clean, analyze, verify, visualize, and explain data for journalism.

jamditis/claude-skills-journalism

Turns a local CSV or JSON file, or data fetched from an approved source, into an editable data-visualization video by adapting HyperFrames templates.

Unclecheng-li/AI_Animation

Add a new data-visualization entry to the dataviz-inspiration gallery.

holtzy/dataviz-inspiration

Track and document analytical assumptions and decisions. An agent skill from nimrodfisher/data-analytics-skills.

nimrodfisher/data-analytics-skills

Runs a seven-step quality-control and exploration pipeline on scRNA-seq, CyTOF or flow cytometry data and writes a plain-language report of what it found.

LigphiDonk/Oh-my--paper

Expert guidance for working with Dagster and the dg CLI. An agent skill from dagster-io/skills.

dagster-io/skills

Open and operate the Cesium MCP 3D map, create map objects and GeoJSON layers, or inspect the selected object in the connected map.

gaopengbin/cesium-mcp

A skill your agent uses when a Bruin pipeline, asset, or command fails and the cause is not yet clear.

bruin-data/bruin

Build full-stack dashboard applications using React/Next.js + shadcn/ui + Tailwind CSS + Recharts + Express with customizable data sources.

QwenLM/qwen-code-examples

Consolidates BERTopic, LDA or NMF topic output into a theory-driven classification framework and writes the final labels back to an Excel file.

TyrealQ/q-skills

Analyze text content and produce statistics including word count, line count, character count, most frequent words, and readability metrics.

NVIDIA/SkillEvaluator

Analyzes CSV, Parquet and JSON data with DuckDB, Polars, numpy and matplotlib, preferring a persistent kernel over repeated one-shot processes.

code-yeongyu/oh-my-openagent

Add new AI models to Kiln's mlmodellist.py and produce a Discord announcement.

Kiln-AI/Kiln

Build a sanitized analytics report from your Model Matchmaker usage for community contribution.

coyvalyss1/model-matchmaker

MindSpore 文档发布新分支时，链接更替与组件清洗技能，用于清理组件和替换链接. An agent skill from mindspore-ai/docs.

mindspore-ai/docs

This skill helps users automatically scrape business data from Google Maps using the BrowserAct Google Maps API.

browser-act/skills

Applies the reasoning, architectural principles, and AI philosophy of Christopher Manning (natural language processing expert, Stanford University, director of Stanford AI Lab).

K-Dense-AI/mimeo

A skill your agent uses when preparing a fix or feature PR for review and adding before/after plot evidence to the PR body.

RussellSB/pytrendy

This skill should be used when the user asks about 'GovMap layers', 'GovMap API', 'map layers', 'entitiesByPoint', 'layer metadata', 'govmap endpoints', 'what layers are available', 'query map data…

LiorVainer/data-israel

Queries historical A-share, Hong Kong stock, ETF and index data through an MCP server: daily K-lines, financial statements, market indicators and screening.

Yourdaylight/stock_datasource

A skill your agent uses when the user asks to create, scaffold, or edit Jupyter notebooks (.ipynb) for experiments, explorations, or tutorials; prefer the bundled templates and run the helper script…

trailofbits/skills-curated

A skill your agent uses when engineering or selecting the best features for single-response classification or regression in MATLAB, whatever the data's modality — for non-tabular data it routes…

matlab/matlab-agentic-toolkit

Work with Data Commons, a platform providing programmatic access to public statistical data from global sources.

davila7/claude-code-templates

Handles vector geospatial data in Python with GeoPandas: reading shapefiles, GeoJSON and GeoPackage, reprojecting, spatial joins, overlays, clipping and maps.

davila7/claude-code-templates

Molecular machine learning toolkit. An agent skill from davila7/claude-code-templates.

davila7/claude-code-templates

Electronic lab notebook API integration. An agent skill from davila7/claude-code-templates.

davila7/claude-code-templates

PGA Tour, LPGA, and DP World Tour golf data via ESPN public endpoints — tournament leaderboards, scorecards, season schedules, golfer profiles/overviews, and news.

machina-sports/sports-skills

Generate a formatted Mondo release announcement with statistics table from release diff reports

monarch-initiative/mondo

Data cleaning, entity matching, and deduplication skill for Claude Code and Codex: triage, standardize, and validate a CSV, Excel, or JSON list of B2B companies or contacts before enrichment.

explorium-ai/gtm-skills

A skill your agent uses when designing or analyzing a controlled experiment — falsifiable hypothesis, sample size from an MDE, reading significance/CI/power, CUPED, or rescuing tests that won't go…

ericrisco/rsc-harness

Rewrite messy or AI-generated crawler code into clean, production-ready style that follows the zavod best practices.

opensanctions/opensanctions

Build a company-specific GEO backend tracking plan from a company name plus optional supporting information, using authoritative retrieval anchored on the official website, business-feature…

yaojingang/yao-geo-skills

Fast DataFrame library (Apache Arrow). An agent skill from davila7/claude-code-templates.

davila7/claude-code-templates

Send IM messages to users in batch. An agent skill from Harryoung/efka.

Harryoung/efka

Remote control tmux sessions for interactive CLIs (python, gdb, etc.) by sending keystrokes and scraping pane output.

mitsuhiko/agent-stuff

Strip agent-generated noise from a diff — comments that restate the code, private helpers in test files, near-duplicate tests, tests with no assertions, unrequested indexes and validation, defensive…

polarsource/polar

Methodology for probabilistic forecasting of when and whether a future event will occur.

pymc-labs/decision-lab

Deploy and run experiments for ML/DL training (local, remote, or Modal GPU) AND spatial data science / GIScience experiments (local, data-driven).

GRIND-Lab-Core/night_owl_research_agent

TimescaleDB - PostgreSQL extension for high-performance time-series and event data analytics, hypertables, continuous aggregates, compression, and…

2025Emma/vibe-coding-cn

File sentinel that monitors the working directory for changes and marker comments, then auto-triggers appropriate skills.

SethGammon/Citadel

生成研究/项目架构图、流程图、层次图（swimlane / processflow / hierarchytree）。适合 PPT 汇报、技术文档、综述插图。输出风格接近 draw.io，可选 graphviz（高质量）/ matplotlib（零依赖）双后端。

csmar432/finai-research

Builds Windmill data pipelines as independent, pipeline-annotated scripts forming a DAG over shared storage, defaulting to DuckDB nodes that materialize into DuckLake tables.

windmill-labs/windmill