Python · For data scientists

Scaffold a brand-new Comet example in this repo from the canonical template under templates/integration-example/.

comet-ml/comet-examples

Mirrors the visual style of a top-conference paper figure onto your own data, producing a camera-ready PDF and a self-contained matplotlib script.

VILA-Lab/FigMirror

Submission-grade Nature/high-impact journal figure workflow for Python or R.

Citrus-bit/Anaxa

在发布前评估 Agent Skill bundle 的结构完整性、触发质量、产物改进、脚本正确性、安全性、已安装目录树完整性和目标宿主可移植性。

fancyboi999/ai-engineering-from-scratch-zh

Trains and fine-tunes object detection, image classification and SAM or SAM2 segmentation models on Hugging Face Jobs cloud GPUs and saves the results to the Hub.

huggingface/skills

A skill your agent uses when updating any forked OpenWrt package in a NethSecurity workspace from the upstream openwrt/packages feed.

NethServer/nethsecurity

This skill should be used when the user wants to "write agent code", "build an agent with ADK", "add a tool", "create a callback", "define an agent", "use state management", or needs ADK (Agent…

pifferologo/cloud-agents-cli

MATLAB and GNU Octave numerical computing for matrix operations, data analysis, visualization, and scientific computing.

zLanqing/codex-claude-academic-skills

Step-by-step guide for adding a new task implementation to Mirage Persistent Kernel (MPK).

mirage-project/mirage

Gather domain context about the repository and agent — system prompt, tool definitions, domain docs, and behavior patterns from traces.

kayba-ai/agentic-context-engine

Builds, edits, cleans, recalculates and reads Excel workbooks and CSV files with openpyxl and pandas, plus LibreOffice for recalculation and PDF export.

XiaomiMiMo/MiMo-Code

A skill your agent uses when writing or reviewing AI agent configs, system prompts, or tool definitions (JSON/YAML/Python) and you need to catch ambiguous tool descriptions, missing stop conditions…

hermes-labs-ai/lintlang

Create, revise, or audit academic data/result figures for CS/AI/ML papers.

joshua-zyy/academic-paper-writer

Shows how to organize PyTorch training with Lightning's LightningModule and Trainer, covering validation, DDP, callbacks and learning-rate scheduling.

Orchestra-Research/AI-Research-SKILLs

A skill your agent uses when asked to reproduce or refine a single scientific figure panel as editable Python/matplotlib code in NaturePanelForge.

littlepeachs/NaturePanelForge

Raccoon (小浣熊) Data Analysis - Remote code interpreter and data visualization service powered by SenseTime.

SenseTime-Copilot/raccoon-dataanalysis-skill

Build a Fast Dash web app from a Python function. An agent skill from dkedar7/fast_dash.

dkedar7/fast_dash

Interactive click-to-segment using Segment Anything 2 — AI-assisted labeling for Annotation Studio

SharpAI/DeepCamera

Takes a user through building a Meridian marketing mix model, from loading CSV data and mapping columns to running EDA, fitting and saving the model.

google/meridian

Working knowledge of the geoML Python package (github.com/italo-goncalves/geoML): variational Gaussian processes for spatial data, implicit geological modelling, block models, drillhole data…

italo-goncalves/geoML

Handles pandas DataFrame work: cleaning, merging, groupby aggregation, pivots, time-series resampling and memory tuning, with checks on dtypes, shapes and nulls.

Jeffallan/claude-skills

Detects a usable Chinese, Japanese or Korean font and configures matplotlib so chart labels, titles and legends render instead of showing empty boxes.

xjtulyc/MedgeClaw

Drive a live marimo notebook as a workspace: run Python in the same kernel the user does, inspect live notebook state, and commit durable notebook changes.

PhySpace/SimpleCADAPI

Build multimodal AI apps with Pixeltable. An agent skill from pixeltable/pixeltable.

pixeltable/pixeltable

Selectively monitor important long-running or resource-intensive commands with Haoleme by prefixing them with hao, so status, output, and completion notifications sync to the mobile app.

HaolemeApp/Haoleme

Turns a plain-language model training request into a validated QuantMind training config file that can be imported from the Model Training page.

qusong0627/QuantMind

Turns a Tushare API doc URL into a full data plugin for the stock_datasource repo: extractor, ClickHouse schema, query service, config and curl examples.

Yourdaylight/stock_datasource

A skill your agent uses when operating or maintaining the RS-PaperClaw pipeline that fetches remote-sensing arXiv papers, creates per-paper issues, builds daily digests, reconciles issue sets, and…

thinson/RS-PaperClaw

Fetch financial, market, economic, fundamental, news, options, crypto, ETF, index, and macro data through the OpenBB Python interface instead of the OpenBB MCP server.

monarchjuno/vibe-investing

Drive a live marimo notebook in VS Code as a workspace: run Python in the same kernel the user does, inspect and explore live notebook state and data, prototype and debug code, and commit durable…

marimo-team/marimo-lsp

Teaches an agent to build LM pipelines, RAG systems and agents in DSPy using signatures, modules and optimizers instead of hand-tuned prompts.

Orchestra-Research/AI-Research-SKILLs

Writes statistical analysis code for experimental data, runs it through a four-round review, and reports effect sizes, p-values and confidence intervals.

lingzhi227/agent-research-skills

Build a new time-series analytics use case on top of the deployed Time Series Analytics microservice — bring it up with Docker Compose (from a repo clone, or by fetching the compose files from…

open-edge-platform/edge-ai-libraries

Write and edit Noteworthy documents — a Typst framework for textbooks, with blocks (definition/theorem/example/solution), 2D and 3D canvases, geometry, plotting, and live Yjs collaboration.

sihooleebd/noteworthy

Cleans raw credit data and screens variables before loan modeling, dropping unstable, noisy or redundant features and writing an Excel report of every step.

github/awesome-copilot

A skill your agent uses for GPU-accelerated machine learning on tabular data using NVIDIA cuML.

wahyudesu/Fastapi-AI-Production-Template

Design, add, review, or modify AIC Collector operations and their case population.

ai-dynamo/aiconfigurator

Attach to and drive the running Joulescope UI via its --tcp-server remote-control interface.

jetperch/pyjoulescope_ui

中文 AI Agent 实习冲刺导师。用于生成 8 周 AI Agent 学习路线的每周大纲、每日 6 小时学习内容、基于反馈的后续调整，以及 Obsidian 双链知识点维护。适用于用户提出“生成 Week N 大纲”“生成 Day N”“根据反馈继续”“补全双链/生成知识点笔记”等请求时。输出必须为中文，围绕 AI-Interview 主项目，包含固定 5…

Marcos-wu/ai-agent-daily-mentor

Build an auditable release-evidence workflow for a desktop or packaged application.

Ali-Marandi/ClimateDataAnalyzer

Quick-reference help for fine-tuning language models with Axolotl, covering YAML configs, FSDP, context parallelism, compressed saves and dataset formats.

Orchestra-Research/AI-Research-SKILLs

A skill your agent uses when quantizing a diffusion DiT with NVIDIA ModelOpt and making the resulting FP8 or NVFP4 checkpoint loadable, verifiable, and benchmarkable in SGLang Diffusion.

sgl-project/sglang

Guides training and analyzing sparse autoencoders with SAELens to break neural network activations into interpretable features, including superposition and monosemanticity studies.

Orchestra-Research/AI-Research-SKILLs

Shows how to use Pinecone, a managed vector database, for production RAG, semantic search and recommendations: indexes, upserts, queries, filters and namespaces.

Orchestra-Research/AI-Research-SKILLs

Generate data visualization charts (line, scatter, bar, stem, fill-between, stackplot, stairs) from natural language descriptions using an LLM-powered matplotlib pipeline.

AlexisZ12/DataVizAiAssistant

Loads a saved Meridian MMM model and produces an HTML results summary, with optional health checks and approval checkpoints at each step.

google/meridian

Check if upstream Apache DataFusion features (functions, DataFrame ops, SessionContext methods, FFI types) are exposed in this Python project.

apache/datafusion-python

Convert a completed data-analysis conversation into evidence-backed, reproducible living research through the Krisk MCP server.

napjon/krisk