Best agent skills for Data Scientists, page 8

Volatility forecasting and position sizing via walk-forward GARCH(1,1).

milesdeutscher/garchmethod

Build post-match team + player reports (24-chart dashboard, per-player dashboards, stats CSV) from a WhoScored URL.

ricardoherediaj/football-analytics-tutorials

Generate a long-form Chinese interview-prep cheat sheet on a specific ML/LLM topic — formulas with derivations, from-scratch PyTorch code, comparison tables, and 25 高频面试题 (L1 必会 / L2 进阶 / L3 顶级 lab).

wanshuiyin/ARIS-in-AI-Offer

巴逆逆反指標分析。觸發時機：使用者要求追蹤巴逆逆、分析反指標、抓取社群貼文並推送 Telegram 時. An agent skill from cablate/banini-tracker.

cablate/banini-tracker

Adds new custom nodes to the ComfyUI Nix project, including npins fetching, dependency resolution in package.nix, disabling impure pip installs, and verifying the Nix build.

nixified-ai/flake

Audit websites for Google AdSense application readiness and ad-serving compliance.

yantoumu/adsense-site-auditor-skill

Reference for all AI tools available in DBX Studio's AI chat system.

Dbxstudio/dbx-studio

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

Develop, optimize, debug, and validate an AReno CUDA, Triton, fused, attention, convolution, routing, or MoE operator.

inclusionAI/AReno

This skill should be used when users need to analyze CSV or Excel files, understand data patterns, generate statistical summaries, or create data visualizations.

5zjk5/prompt-engineering

Query AutoRAG-Research pipeline results using natural language.

NomaDamas/AutoRAG-Research

Score and prepare Power BI semantic models for AI (Fabric Data Agent / Copilot).

DKH-DK/Self-Service-Power-BI-Fabric

Design, test, create, and attach LangSmith online evaluators for production traces or conversation threads.

langchain-ai/langsmith-skills

Policy for AlbumentationsX transforms that combine multiple images or objects.

albumentations-team/AlbumentationsX

Generate images with FLUX models (Black Forest Labs) via inference.sh CLI.

danielmeppiel/agentic-sdlc-handbook

CodeMie Analytics expert — use this skill whenever the user asks about CodeMie usage data, AI adoption metrics, user leaderboards, CLI insights, spending, LiteLLM costs, token usage, or wants to…

codemie-ai/codemie-code

Expert guidance for SeaORM 2.0, Rust's async ORM with strongly-typed columns, nested ActiveModels, Entity Loader API, and entity-first workflow.

FlyinPancake/yoink

A skill your agent uses when the user asks to pick a model, subscription, or reasoning effort, or to run router status, usage refresh, or resume a router session.

nidhi-singh02/agent-router

A skill your agent uses when creating, editing, reviewing, or troubleshooting Bruin semantic layer models, semantic query CLI usage, metric and dimension definitions, joins, segments, filters…

bruin-data/bruin

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

Query images with a local Ollama vision model without loading the image into the main agent context.

gridaco/grida

Iteratively improves cookie-popup button regex patterns in button-patterns.js against labelled-button-texts.csv.

duckduckgo/tracker-radar-collector

A skill your agent uses when asked to migrate IsaacLab projects to mjlab, compare IsaacLab and mjlab APIs, import meshes into mjlab tasks, or author new mjlab-native tasks/components directly from…

cmjang/mjlab-skillkit

Scrape and search Reddit posts using Apify. An agent skill from gooseworks-ai/goose-skills.

gooseworks-ai/goose-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

Friendly, step-by-step setup for ERD Studio in an existing dbt project, for people who may be new to dbt or data modelling.

liam-machine/erd-studio

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

Create reproducible Jupyter notebooks for performance experiments.

JetBrains/intellij-community

Core Redis modeling guidance — choose the right data structure (String, Hash, List, Set, Sorted Set, JSON, Stream, Vector Set) and use consistent colon-separated key names.

redis/agent-skills

A skill your agent uses when the user wants to design or extend a FlashAttention-style forward kernel on B200/Blackwell, involving the two MMAs QKᵀ and PV, online softmax, S/P/O in TMEM, warp roles…

mirage-project/mirage

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

pixeltable/pixeltable

Translate a Dagster or Prefect project to rivers, the Rust-powered asset orchestrator.

ion-elgreco/rivers

This skill should be used when the user asks to "create an agent instruction", "add agent instructions", "scaffold an agent sample", "create a system prompt sample", "add a system prompt", "create a…

pnp/copilot-prompts

Model Hub — download pre-exported models from Qualcomm AI Hub, run inference on-device, and export them to App Builder as ready-to-import Packs.

qualcomm/qai-appbuilder

Applies Qt Canvas2D (QtCanvas2D / Qt Canvas Painter, Qt 6.12+) best practices when producing or working with Canvas2D QML source code.

TheQtCompanyRnD/agent-skills

Add a new diffusion model (text-to-image, text-to-video, image-to-video, text-to-audio, image editing) to vLLM-Omni, including native non-Diffusers ports, reference-parity validation, Cache-DiT…

vllm-project/vllm-omni

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

Build and risk-screen a compact role-based method shortlist for a mathematical-modeling subquestion.

zhnnky329/MathModeling-skills

Guides evaluation of a RAG system by diagnosing failures in traces, building a retrieval test set and scoring retrieval and generation separately.

ai-evals-course/evals-skills

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

Consolidate recent logs, sessions, and existing memory files into durable topic memories, normalize dates, prune stale entries, and keep MEMORY.md short enough for prompt use.

LearnPrompt/cc-harness-skills

Queries the data warehouse with SQL and answers business questions about data.

astronomer/agents

Shows how to launch distributed Megatron-LM training on a SLURM cluster: sbatch skeleton, torch.distributed.run setup, CUDA_DEVICE_MAX_CONNECTIONS rules and failure diagnosis.

NVIDIA/Megatron-LM

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

Analyze user conversion funnels, calculate step-by-step conversion rates, create interactive visualizations, and identify optimization opportunities.

liangdabiao/claude-data-analysis-ultra-main

A skill your agent uses when writing, editing, reviewing, or running Helm chart tests for the Astronomer airflow-chart repository.

astronomer/airflow-chart

College Basketball (CBB) data via ESPN public endpoints and the NCAA's official endpoints — scores, standings, rosters, schedules, game summaries, play-by-play, win probability, rankings, futures…

machina-sports/sports-skills