Best agent skills for Data Scientists, page 2

Reproduce any academic paper figure from an uploaded image using accumulated style experience.

Trae1ounG/paper-plot-skills

Reference for building on Microsoft Foundry with the azure-ai-projects Python SDK: project clients, versioned agents, evaluations, connections, datasets and indexes.

microsoft/skills

A skill your agent uses when the user has tabular data (pandas DataFrame, parquet, csv, Arrow, json) and wants to filter, group, aggregate, join, or speed up slow pandas.

vemetric/vemetric

Explore and understand codebases using SocratiCode semantic search, dependency graphs, and context artifacts.

giancarloerra/SocratiCode

Guide for creating and maintaining outbox-based eventually consistent operations in Sentry.

getsentry/sentry

Implement, fix, refactor, or remove repository code under required scope, non-regression, verification, and review gates.

apache/shardingsphere

Fetches RSS feeds from 90 top Hacker News blogs (curated by Karpathy), uses AI to score and filter articles, and generates a daily digest in Markdown with Chinese-translated titles, category…

vigorX777/ai-daily-digest

Selects Garnet spin-wait policies based on the slow-path cost.

microsoft/garnet

Guidelines for Ascend NPU kernel / Triton-Ascend backend performance work in the FLA repo.

fla-org/flash-linear-attention

Integrate Polar billing in server-side Python applications using the versioned Polar and PolarAsync clients.

polarsource/polar

A skill your agent uses when working with Paddle's distributed training system: understanding parallelism strategies (DP, ZeRO, TP, PP, SP), semi-automatic parallel with ProcessMesh + shardtensor…

PaddlePaddle/Paddle

A skill your agent uses when adding or migrating non-thumbnail images for a Hugging Face Blog post.

huggingface/blog

RL training reference for the ART framework. An agent skill from OpenPipe/ART.

OpenPipe/ART

Add a new Redis command (or command variant) to node-redis end-to-end — the <NAME.ts Command file, its registration with JSDoc in the package commands/index.ts, and a co-located <NAME.spec.ts with…

redis/node-redis

Add or update type and shape inference for an ONNX operator.

onnx/onnx

Explains machine learning, LLMs, AI agents and speech modeling in a Hung-Yi Lee-inspired teaching style, drawing on a knowledge base built from his lectures and research references.

voidful/hung-yi-lee-skill

逸尘自用的统一音视频转写入口，在 StepFun Step ASR 与火山引擎豆包 ASR 之间按输出需求、安全边界和可用状态路由。用于本地音频或视频的纯文本转写、时间戳、SRT 字幕、口播粗剪，以及转写前体检；用户明确指定服务商时不得静默切换。Use when a local audio or video file needs transcription and the correct…

mcncarl/yichen-skills

Scrapes sites, handles JavaScript-heavy pages and extracts structured data with Crawl4AI, through its crwl CLI or Python SDK, including schema-based extraction without an LLM.

smallnest/goclaw

Prepare, validate, launch-plan, monitor, resume, and stop configurable Qwopus 27B reinforcement-learning workflows for GRPO or GSPO.

R6410418/Jackrong-llm-finetuning-guide

Scrape BOSS直聘 (job listing site) via Chrome CDP. An agent skill from eatmoreduck/boss-zhipin-scraper.

eatmoreduck/boss-zhipin-scraper

Guides LLM fine-tuning with LoRA and QLoRA through Hugging Face PEFT, from dataset validation and training checks to adapter merging, quantization and deployment.

Jeffallan/claude-skills

Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability in production.

ynulihao/AgentSkillOS

A skill your agent uses when the user wants to run a YOLO-Master task (train/val/predict/track/export/benchmark) or use the Agent Skill dispatcher.

Tencent/YOLO-Master

Quizzes you on a completed phase of the AI Engineering from Scratch course, taking a phase number or name and mapping it to that phase's directory.

rohitg00/ai-engineering-from-scratch

Perform bounded, local exploratory analysis of explicitly supported scientific files.

Oleafly/Oleafly

A skill your agent uses when adding a new PyTorch model to Pyrefly's shape-tracking example corpus under tensor-shapes/pyrefly-torch-stubs/examples — i.e.

facebook/pyrefly

Use the ax CLI instead of curl + throwaway parsing scripts whenever you fetch a URL, explore an unknown web page, or extract structured data from HTML.

yusukebe/ax

Turn a natural-language financial question into a polished, self-contained HTML report.

refraction-ray/xalpha

Train and deploy neural networks in distributed E2B sandboxes with Flow Nexus

ruvnet/agentic-flow

Geolocate or chronolocate a photo with tool-verified reasoning (where was this taken / when was it taken / photo geolocation / geo-guessing).

Oldcircle/geo-sleuth

Create and register new patches for tweakcc. An agent skill from Piebald-AI/tweakcc.

Piebald-AI/tweakcc

Build cross-game mashups and total conversions, the "Minecraft inside Elden Ring" or "skateboarding in MW2" kind.

rehan-remade/universal-modder

Create new agents in Paperclip with governance-aware hiring.

paperclipai/paperclip

AI 类文章和项目教程的撰写与重构优化。支持新写和重构优化（结合最新源码重写已有文章）两种输入模式，四种风格：安装教程、产品评测、面试八股、深度拆解。覆盖 AI Coding 工具实测、AI 开发框架应用、大模型测评、Agent/Skills/RAG 技术讲解，以及 JobClaw 等实战项目的教程。

itwanger/toBeBetterJavaer

Sets up FAISS for fast nearest-neighbor search over large collections of dense vectors, choosing between Flat, IVF, HNSW and product quantization indexes.

Orchestra-Research/AI-Research-SKILLs

钉钉 AI 听记。Use when 查询或修改听记摘要、完整逐字稿、关键词、标签、行动项、录音、上传、思维导图、发言人洞察、ASR 热词/识别词配置或分享权限。写文档走 dingtalk-doc；建待办走 dingtalk-todo；日程走 dingtalk-calendar。命令前缀：dws minutes。

DingTalk-Real-AI/dingtalk-workspace-cli

Rigor Reproduce compatible skill slug for README-first deep learning repository reproduction.

lllllllama/RigorPilot-Skills

Scrape any website into clean markdown or structured JSON. An agent skill from Anakin-Inc/anakin.

Anakin-Inc/anakin

Convert laboratory instrument output files (PDF, CSV, Excel, TXT) to Allotrope Simple Model (ASM) JSON format or flattened 2D CSV.

aws-samples/amazon-bedrock-agents-healthcare-lifesciences

Scaffold a well-designed agent loop with best-practice coaching and a cross-model review council.

ksimback/looper

Add a chart (line, bar, area, pie, or scatter) to a dataset's showcase in a PortalJS portal.

datopian/portaljs

Runs evaluations of Hugging Face Hub models on local hardware with inspect-ai or lighteval, and helps choose between vLLM, Transformers and accelerate backends.

huggingface/skills

Implement specialized video understanding capabilities using the z-ai-web-dev-sdk.

jjyaoao/HelloAgents

Integrate Polar billing in server-side TypeScript applications using the versioned createPolar and createPolarCore clients.

polarsource/polar

Analyzes CSV files, generates summary stats, and plots quick visualizations using Python and pandas.

coffeefuelbump/csv-data-summarizer-claude-skill

Runs HogQL queries against this project's PostHog data from the terminal using posthog-cli, with bundled scripts for dashboard metadata the CLI itself has no command for.

debugtheworldbot/keyStats

SFT training reference for the ART framework. An agent skill from OpenPipe/ART.

OpenPipe/ART

Read or write ONNX text format ("onnxtxt"). An agent skill from onnx/onnx.

onnx/onnx