Best agent skills for Data Scientists, page 17

Build and debug cuEquivariance irreps, custom Irrep subclasses, Clebsch-Gordan tensor products, and equivariant or segmented polynomials.

NVIDIA-BioNeMo/bionemo-agent-toolkit

Operate the user's self-hosted AsterMem service. An agent skill from Asterove/AsterMem.

Asterove/AsterMem

查询本机 CrabRAG RAG 知识库，返回证据片段 JSON；当用户问题需要本地知识库资料、法规、制度、流程或业务规则依据时使用。

guoyijia22/CrabRAG

Read a known webpage or execute a discovered workflow or data-provider capability.

firecrawl/skills

Picks the right chart type for a data question and applies readability rules like axis labels, colorblind palettes and legend restraint.

pipeshub-ai/pipeshub-ai

Turns experimental data such as CSV, JSON or TensorBoard logs into statistical significance tests, visualizations and a drafted Results section.

LigphiDonk/Oh-my--paper

PhD-level expertise in data science, statistics, and machine learning.

magnus919/hermes-profiles

A skill your agent uses for XCrawl scrape tasks, including single-URL fetch, format selection, sync or async execution, and JSON extraction with prompt or jsonschema.

xcrawl-api/xcrawl-skills

A skill your agent uses when the user wants to evolve an ML model/program through population-based search rather than a single sequential refine loop — a generational evolution where parallel…

gaasher/Agent-Loop-Skills

Run agent benchmarks, create tasks, analyze results, and manage agents using BenchFlow.

benchflow-ai/benchflow

Google Coral Edge TPU — real-time object detection natively via Windows WSL

SharpAI/DeepCamera

Explores Hugging Face datasets through the read-only Dataset Viewer API: list splits, preview and page through rows, search, filter, and fetch parquet links and statistics.

huggingface/skills

Fetches Hugging Face paper pages as markdown and reads paper metadata through the papers API when you share a paper URL, an arXiv link or an arXiv ID.

huggingface/skills

Kickstart Many Models Forecasting (MMF) projects on Databricks — explore data, profile series, configure clusters, run forecasting pipelines, and evaluate results.

databricks-industry-solutions/many-model-forecasting

Runs a human-first workflow for labeling PII spans in a transcript, then scores inter-annotator agreement and drafts an adjudicated gold set.

glebis/claude-skills

Load the bundled Choirboy fixed lore when the conversation does not already contain a choirboy-context block.

howdeploy/choirboy-prompt

AI 在项目文档（docs/projects/{YYYYMMDD}-{项目名}/）已存在时，实现任务过程中自动调用（不需要用户手动触发），记录改动细节到 implementation/ 目录。跳过条件：单项目改动的小改动不需要创建实现记录。

ljxpython/ai-agent-platform

Guides building Gradio web UIs and ML demos in Python, covering Interface, Blocks, ChatInterface, event listeners, layouts and chatbots.

huggingface/skills

智能数据库查询技能。通过SSH隧道连接线上数据库，支持自然语言转SQL、执行查询、表结构探索。当用户需要查询数据库、问数据、看表结构时使用此技能。

zrt-ai-lab/opencode-skills

Execute code in E2B sandboxes and integrate with LLMs for tool calling.

agent-sandbox/agent-sandbox

Token-Oriented Object Notation is a compact, human-readable encoding of the JSON data model that minimizes tokens and makes structure easy for models to follow.

butttons/dora

Add support for a new Vision-Language Model (VLM) to AutoRound, including multimodal block handler, calibration dataset template, and special model handling.

intel/auto-round

A library for building, validating, visualizing, and serializing dialogue graphs.

Raidriar7170/hermes-skilleval

Prepare a SparkDiffusion checkout for training or inference.

AlibabaResearch/SparkDiffusion

Benchmark Claude Code skill performance with variance analysis, tracking pass rate, execution time, and token usage across iterations.

AgriciDaniel/skill-forge

Add a built-in openalgo-charts indicator, restyle it, build a settings UI from its descriptor, or author a custom indicator with registerIndicator or the Tier-2 external-data contract.

marketcalls/openalgo-charts

Guardrail tester that checks whether the permission rules and PreToolUse hooks already set up in Claude Code, Codex, Gemini CLI, OpenCode, or Cursor stop a battery of dangerous commands, including…

RyanAlberts/best-of-Agent-Harnesses

Guides mechanistic interpretability work with TransformerLens: loading models, caching activations, using HookPoints, activation patching and attention-pattern analysis.

Orchestra-Research/AI-Research-SKILLs

Uses Ray Data to read, transform and write large datasets across a cluster for ML training and batch inference, with streaming execution and optional GPU steps.

Orchestra-Research/AI-Research-SKILLs

Carve guardrail-adjacent items out of scope with safe alternatives before risk-adjacent work starts, then run the safe remainder at full strength in a fresh subagent that only ever sees the carved…

LilMGenius/paperthin

Diagnose and fix a broken scraper mapping. An agent skill from RealEstateWebTools/property_web_scraper.

RealEstateWebTools/property_web_scraper

Run a skill's evals and report results. An agent skill from redhat-cop/vault-config-operator.

redhat-cop/vault-config-operator

Guidance for using Ramda in transformation-heavy TypeScript or JavaScript.

valkey-io/valkey-admin

《AI Engineering: Building Applications with Foundation Models》(Chip Huyen, O'Reilly 2025) 方法论。

SpaceZephyr/career.skill

Create a new Agent Skill following project standards and templates.

oocx/tfplan2md

Add a new model to the convex-evals coding leaderboard, and optionally the decision benchmark, through a PR, then dispatch its baseline runs.

get-convex/convex-evals

Expert SQL query generation for DBX Studio. An agent skill from Dbxstudio/dbx-studio.

Dbxstudio/dbx-studio

Evaluate any output file against a structured evals.yaml assertions file and produce a score report with per-assertion pass/fail results.

digipulse-engineering/GAAI-framework

The six-section MiniMax H3 full-reference (Ref2VA) contract the APNext H3 Reference Prompt Writer nodes emit - subjectdefinitions, summary, retentionanalysis, detaileddescription, overallsoundscape…

dagthomas/comfyui_dagthomas

Handle EF Core schema changes in Egroo. An agent skill from jihadkhawaja/Egroo.

jihadkhawaja/Egroo

Create a new Whirl example project in the examples/ directory.

godatadriven/whirl

Guides users through selecting the right PINA solver for their problem, or creating a custom solver when no built-in fits.

PINA-org/PINA

Generate publication-quality figures and tables from experiment results.

AI4Scientist/nano-scientist

In-browser review of pending changes before committing or opening a PR.

ClickHouse/ClickHouse

A skill your agent uses when the user is building with xsai or any @xsai/ package, or is evaluating xsAI for a small OpenAI-compatible workflow with text generation, streaming, tool calling…

moeru-ai/airi

Run a single team session to build a project from a prompt. An agent skill from 0x0funky/vibehq-hub.

0x0funky/vibehq-hub

Builds voice and chat AI agents with LiveKit Agents and LiveKit Cloud.

livekit-examples/agent-starter-python

A skill your agent uses to implement hybrid search combining BM25 keyword search with semantic vector search using Reciprocal Rank Fusion (RRF).

timescale/pg-aiguide