Best agent skills for Data Scientists, page 13

Complete CLI reference for the ADS AQUA command-line interface (ads aqua).

oracle/accelerated-data-science

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

A skill your agent uses when building software with AI agents and you need a serious end-to-end workflow instead of vibe coding.

pawel-cell/micky-podcast-agentic-engineering

Build DSPy evaluation harnesses with rich-feedback metrics that are essential for GEPA optimization.

intertwine/dspy-agent-skills

Rules for charts and visualization. An agent skill from FrankChen021/datastoria.

FrankChen021/datastoria

Provides a structured verification workflow for code and prompt outputs.

repowise-dev/claude-code-prompts

Production-grade web scraping with automatic anti-bot bypass, structured JSON parsing for 40+ targets, and geo-targeting.

oxylabs/agent-skills

Inspect external prediction model implementations and adapt them to EasyTSF task contracts.

smilehanCN/EasyTSF

Generate preventive Well-Architected guardrails — AWS Config rules, Service Control Policies, permission boundaries, CloudWatch alarms, and IaC policy checks (CDK Aspects, cfn-guard, OPA/Sentinel) —…

aws-samples/sample-well-architected-skills-and-steering

Run and interpret hipfire GPU diagnostics for ROCm/HIP bring-up, missing kernels, testkernels failures, inference smoke failures, and install/runtime environment problems.

warpfront/hipfire

A skill your agent uses when the user has a RAG (Retrieval-Augmented Generation) system and wants to evaluate its quality — separating retrieval issues from generation issues.

agentscope-ai/OpenJudge

A skill your agent uses when you need to write and execute Python/R code to process, transform, and analyze data, delivering reproducible computational results with complete code-level methodology…

openJiuwen-ai/sciencediscovery

Manages template bundles, categories, and ordering in the ComfyUI template repository.

Comfy-Org/workflow_templates

A skill your agent uses when code needs a judgment about natural language that rules or regex cannot make (classify, route, triage, moderate, score, rank, match, dedupe, filter, extract, verify, or…

aaddrick/building-with-typesafe-jev

Use FlowFlow spaces safely through their scoped MCP server. An agent skill from mirkobozzetto/flowflow.

mirkobozzetto/flowflow

Comprehensive nilearn (neuroimaging) API reference and best practices.

cosanlab/nltools

Reviews, curates, and maintains the Forge library of agents, skills, and templates.

jdforsythe/forge

Advanced image prompt engineering assistant for Chinese-first users.

TanShilongMario/PromptSkill4image

Run Qualitative Diffusion App Designer (QDAD) — a qualitative re-implementation of diffusion for app design.

iblameandrew/open-deepthink

Define a spend budget for Claude Code and, optionally, create a cost alert rule that fires when usage crosses the limit, via POST /api/alerts/rules on the Agent Monitor dashboard.

hoangsonww/Claude-Code-Agent-Monitor

Reference desk for Nemotron 3 Nano / Llama-Nemotron Nano 3 — architecture, training data, recipes, evaluation, quantization, deployment.

NVIDIA-NeMo/Nemotron

Convert an existing company website into a GrowERP-hosted website for a new owner (tenant), including logo and page images.

growerp/growerp

Discord CLI with YAML-first structured output for AI agents — fetch chat history, search messages, sync channels, and AI analysis

jackwener/discord-cli

Cognitive AI tools for HyperspaceDB: Chain-of-Thought stability analysis, Koopman momentum prediction, trust scoring, and Lyapunov convergence for agent reasoning.

YARlabs/hyperspace-db

A skill your agent uses when creating, improving, or optimizing prompts for Claude.

chrispangg/deepagentsdk

A skill your agent uses when a Lens change needs backend HTTP contract coverage.

dyedd/lens

用 Twinkle Eval 跑一次評測——建立 config.yaml、下載或指定資料集、驗證設定、執行並讀結果。當使用者說「跑 benchmark」「跑評測」「建 config」「evaluate 這個模型」「twinkle-eval 怎麼跑」「評測結果怎麼看」「為什麼分數是 0」時使用。涵蓋 15 種 evaluationmethod 的 config 差異、27 個內建可下載…

ai-twinkle/Eval

Understand and audit the ChatbotX base code before making changes.

ChatbotXIO/ChatbotX

Review and adapt vllmmetax/registry registrations, quantization configurations, CustomOps and kernel dispatch against a target vLLM revision and installed MetaX APIs.

MetaX-MACA/vLLM-metax

Call the OpenAgents API (Open Responses and Chat Completions, many models, one key) and read its docs.

OpenAgentsInc/openagents

Reset draft.md from for-editor-only-draft.txt for the next R Weekly issue, carrying over any links contributors added after the last release.

rweekly/rweekly.org

Audit coherence across an arrow of intent by running two parallel fresh Claude sessions — one reconstructs code from a single EARS, the other reconstructs the EARS from stripped code — then…

jszmajda/lid

Route Celestia requests to the correct repo and apply canonical blob submit/retrieve guidance (Go, Rust, and Node RPC) with docs guardrails.

celestiaorg/docs

Automated NCU (Nsight Compute) profiling workflow with full metrics collection and persistent storage

maxiaosong1124/ncu-cuda-profiling-skill

Create, modify, and remove feature flags in RedisInsight. An agent skill from redis/RedisInsight.

redis/RedisInsight

A skill your agent uses when writing, reviewing, or debugging JAX code that involves quax — custom array-ish objects (physical units, LoRA, sparse, symbolic zero, named axes), quax.quaxify…

nstarman/quax

Loads, cleans, aggregates and joins tabular data with pandas under a verification rule: every number reported must be one that the code actually printed.

pipeshub-ai/pipeshub-ai

The analyst's built-in capabilities: data-inspection tools and the always-available actions (visualize and askuser).

microsoft/data-formulator

A skill your agent uses for XCrawl map tasks, including site URL discovery, regex filtering, scope estimation, and crawl planning before full-site crawling.

xcrawl-api/xcrawl-skills

在 Codex App 中为复杂、可并行的知识工作或编程任务自动创建多个可指定模型与推理强度的后台任务，由主 Agent 负责规划、分工、集成和验收。用于多来源调研、多章节内容、复杂 Skill/PPT、跨模块开发、独立验证或 2 个以上互不依赖工作流；也用于用户明确要求模型路由、后台 Worker、Agents Team…

zjp1997720/codex-model-routing-team

Analyzes a dbt project and suggests dbt-bouncer checks that already pass (for existing projects) or a sensible starter config (for greenfield projects).

godatadriven/dbt-bouncer

Work on the C++ layer that the R package and the Python port share — the headers under src/headers/, the Rcpp bindings in src/, the pybind11 bindings in src/python/, and the two build systems that…

openforecast-org/smooth

Structure prediction using OpenFold3, an open-weights PyTorch reproduction of AlphaFold3 from the AlQuraishi Lab.

JimLiu/science-skills

Configure how the playground is displayed: full, focus, simple, lite, editor, codeblock, and result modes.

live-codes/livecodes

Review documentation files for grammar, factual accuracy, and query correctness.

JetBrains/youtrackdb

Add, fix, or debug a Django standings parser in src/ranking/management/modules/, including Statistic.getstandings, leaderboard scraping, and offline regression fixtures.

aropan/clist

Generate YAML configuration files and run CLI commands to onboard organizations into ModelGuide.

modelguide/modelguide

Add a new quantization data type to AutoRound (e.g., INT, FP8, MXFP, NVFP, GGUF variants).

intel/auto-round