Best agent skills for Data Scientists, page 10

Guides chart, dashboard and map design: pick the simplest form for the question, state the finding in the title, and check palettes with a local validator.

QwenLM/qwen-code

A skill your agent uses when the user has changed a prompt (system prompt, RAG template, agent instruction, etc.) and wants to know whether the candidate is better or worse than the baseline.

agentscope-ai/OpenJudge

Imports and registers subgraph blueprints into the ComfyUI workflowtemplates repository.

Comfy-Org/workflow_templates

Scrape quarterly anime lineups from https://yuc.wiki/ and output structured results for a specified or latest quarter.

yjl9903/AnimeGarden

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

Build, repair, and verify charts in an existing Semiotic project, when Semiotic is explicitly requested, or when evaluating its documented capabilities against a visualization task.

nteract/semiotic

SmartCrusher + CCR context compression — crunch large JSON arrays, tool outputs, and search results to save tokens.

momori777/Artemis

Scaffold a first eval suite for an agent: mine real failures into cases, write behavioural checks over traces, and generate the runner.

undefined-ui/second-brain-os

A skill your agent uses when the workflow is too slow, too expensive, or both and needs latency, cost, or token usage optimization.

sharpdeveye/maestro

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

Review and upgrade MetaX model support against a target vLLM revision and installed MACA components, recursively including model-dependent attention and kernels.

MetaX-MACA/vLLM-metax

Entry point and controller for computational chemistry and materials workflows.

JCLiuGroup/AI-Computational-Chemist

Scaffold, build, and verify a neocarta source or format connector against the connector contract.

neo4j-labs/neocarta

Critic layer for the inference optimizer. An agent skill from AMD-AGI/Hyperloom.

AMD-AGI/Hyperloom

Publish the current R Weekly draft as a new weekly post. An agent skill from rweekly/rweekly.org.

rweekly/rweekly.org

Evaluate and score agent behavior against a golden reference.

agentevals-dev/agentevals

xsAI SDK v0.4.x API reference - extra-small AI SDK with OpenAI-compatible API

yusixian/moe-copy-ai

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

ai-dynamo/aiconfigurator

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

wahyudesu/Fastapi-AI-Production-Template

Track, retrieve, screen, and synthesize research frontiers for geospatial AI, remote sensing big data, and transferable computer vision methods.

limi124/remote-sensing-research-radar

A skill your agent uses for XCrawl crawl tasks, including bulk site crawling, crawler rule design, async status polling, and delivery of crawl output for downstream scrape and search workflows.

xcrawl-api/xcrawl-skills

Deprecated placeholder. An agent skill from vasu-devs/JustHireMe.

vasu-devs/JustHireMe

Create agent company packages that conform to agentcompanies/v1.

paperclipai/paperclip

YOLO 2026 — state-of-the-art real-time object detection. An agent skill from SharpAI/DeepCamera.

SharpAI/DeepCamera

A skill your agent uses when creating, reviewing, or styling charts, graphs, dashboards, sparklines, or any data visualization.

caylent/tufte-data-viz

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

jetperch/pyjoulescope_ui

A skill your agent uses for Codex models/pricing, scheduled tasks, skills, settings, setup, troubleshooting, customization, automations, and self-knowledge—including 'you,' 'your,' 'this app,' or…

theowenyoung/home

Single source of truth and librarian for ALL Claude official documentation.

xiaoyuge886/aigc

End-to-end R data analysis workflow from exploration through regression to publication-ready tables and figures

maxwell2732/paper-replicate-agent-demo

JeecgBoot 系统主数据查询与管理。Use when user asks to query/create/manage system master data, or says "查询角色", "查询用户", "查询部门", "查询字典", "创建字典", "创建角色", "查岗位", "查职务", "查租户", "查数据源", "查定时任务", "系统主数据", "query…

jeecgboot/skills

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

Embed proteins with Meta AI's ESM-2 (fair-esm package). An agent skill from JimLiu/science-skills.

JimLiu/science-skills

Search, browse, select, import, review, publish, and materialize reusable scientific-figure assets through Scientific Figure Library.

xuzhougeng/ScientificFigureLibrary

Add a new hardware inference backend to AutoRound for deploying quantized models (e.g., CUDA/Marlin, Triton, CPU, HPU, ARK).

intel/auto-round

Updates the docs website after a change to the SDK or CLI. An agent skill from tetherto/qvac.

tetherto/qvac

Query the local code graph (functions, classes, calls, imports) through the Deeplake mount at memory/graph/.

activeloopai/hivemind

Investigates geocoder data quality issues by querying live S3 parquet files via MotherDuck MCP.

walkthru-earth/geocoding-playground

Rules for Operately schema migrations (app/priv/repo/migrations/) and data migrations (app/lib/operately/data/change.ex).

operately/operately

Integrate new evaluation datasets into FlagEvalMM as benchmark tasks.

flageval-baai/FlagEvalMM

Create or edit a live-rules instruction in the project's atomic rule set.

Eigenwise/eigenwise-toolshed

Configure and launch SparkDiffusion sparse finetuning for Wan 2.1 or Wan 2.2.

AlibabaResearch/SparkDiffusion

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

Ali-Marandi/ClimateDataAnalyzer

Create a new PySpark data source implementation. An agent skill from allisonwang-db/pyspark-data-sources.

allisonwang-db/pyspark-data-sources

Render an ARIS Markdown / JSON artifact (IDEAREPORT, AUTOREVIEW, KILLARGUMENT, PAPERPLAN, research-wiki state, etc.) into a single-file HTML view designed for human reading.

wanshuiyin/ARIS-in-AI-Offer

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

Guides an agent through tracking ML experiments with W&B: run logging, config capture, hyperparameter sweeps, artifacts and a model registry.

Orchestra-Research/AI-Research-SKILLs

Set up or repair Entrix guardrail specs in the current repository by discovering real quality signals, generating docs/fitness, and iterating with entrix validation until the result is executable.

phodal/entrix

Create and audit truthful, accessible, publication-ready scientific figures with Matplotlib, Seaborn, or Plotly.

Oleafly/Oleafly