Best agent skills for Data Scientists, page 16

Creates comprehensive dashboard and analytics interfaces that combine data visualization, KPI cards, real-time updates, and interactive layouts.

ancoleman/ai-design-components

Executes agent-enhanced council queries as one Workflow of parallel Claude analyst agents that each query a provider, evaluate response quality, ask follow-up questions, and return a schema-enforced…

hex/claude-council

Sets up Dinobase, a local DuckDB database that syncs data from 100+ business sources, then answers questions across them with SQL joins and previewed write-backs.

kappa90/dinobase

Collect fresh job-posting URLs into ~/.dear-hiring-manager/urls.txt by running an Apify job scraper — the discovery source for /batch.

extrasmall0/dear-hiring-manager

Add a Python dependency through the project env manager, or ask the user to install it when env.managed is false.

probabl-ai/skills

Intelligent web scraper with content extraction, multiple output formats, and error handling

21pounder/terminalAgent

Grow Panache's CommonMark spec conformance under Flavor::CommonMark by running every spec.txt example through the shared parser, comparing rendered HTML against the spec's expected HTML…

jolars/panache

Diagnose and fix broken memory search in OpenClaw. An agent skill from profbernardoj/everclaw-community-branches.

profbernardoj/everclaw-community-branches

Power BI PBIP Dependency Analyzer. An agent skill from lukasreese/powerbi-claude-skills.

lukasreese/powerbi-claude-skills

Write or rewrite English with ASD-STE100 Simplified Technical English rules: one meaning per word, active voice, simple tenses, one instruction per sentence.

TwiTech-LAB/devchain

Compare several Japanese NLP libraries, models, or datasets for a keyword (a specific tool name, or a function/task like '形態素解析') across a handful of criteria chosen for that comparison, rendered as…

taishi-i/awesome-japanese-nlp-resources

Create or update an LLM harness that lets a language model play a kaggle-environments game.

Kaggle/kaggle-environments

Produces ranked, evidence-grounded next steps when an ML experiment has stalled, drawing on a Leeroopedia knowledge base or on fetched docs and issues.

Leeroo-AI/superml

Generate synthetic evaluation datasets for the PXI eval harness (evals/pxi/).

Arize-ai/phoenix

Benchmarks AMD's GAIA agent against Claude Code and across models on quality, honesty, steps, tokens, time and real cost, using gaia eval tasks.

amd/gaia

Add or modify VAD providers and tuning in assistant-api with strict separation from EOS internals.

rapidaai/voice-ai

A skill your agent uses when a FLUX 3 video needs a period or archival look.

black-forest-labs/skills

Create SQLite migrations for MemoryLane storage schema changes.

deusXmachina-dev/memorylane

Use this in the AI blogger crawler project when Douyin daily creator updates should use the Codex Chrome plugin instead of the local web-access CDP proxy to collect creator-page cards, selected…

dragon-hh/ai-boshu-crawler

Run AlphaGenome-PyTorch to get genomic track predictions — via the agt predict CLI (single locus, BED regions, whole chromosomes, raw FASTA sequences, or per-gene count tables/AnnData), variant…

genomicsxai/alphagenome-pytorch

Generate a search quality benchmark for the AI Registry. An agent skill from agentic-community/mcp-gateway-registry.

agentic-community/mcp-gateway-registry

Add, fix, or validate Triton Runner support for an exact Triton version.

toyaix/triton-runner

A skill your agent uses to durably record a hard constraint or invariant that the work must respect.

harrylettering/CodeMemory

Automatically invoke this skill whenever the user asks about Fabric tenant settings or Power BI tenant settings or auditing tenant settings.

data-goblin/power-bi-agentic-development

Test and evaluation harness for AI agents — scenario suites, deterministic replay, regression diffing, cost and latency budgets.

borghei/Claude-Skills

Compare evaluated runs in a retort experiment along factor dimensions.

adrianco/retort

Works with datasets far too big to download or load in pandas — SQL over remote Parquet with DuckDB, aggregate-then-model, iterate on samples.

flyrank-bih/flyrank-ml-internship-starter

Guide users through running Cosmos3 inference — offline batch generation, online serving with Ray and Gradio, parallelism options, input formats, sampling parameters, and prompt upsampling.

NVIDIA/cosmos-framework

Audit a local or remote tabular file (CSV/TSV) for common data quality issues — schema, nulls, types, duplicates.

datopian/portaljs

AI驱动的自动化循环集合。覆盖软件开发、数据科学、内容创作、产品运营、学习管理等领域。当用户需要自动化工作流、修复问题、生成内容、分析数据或执行质量检查时使用。

jwangkun/loops

Domain-validated pipeline guidance for EEG/MEG data analysis using MNE-Python: data loading, preprocessing (filtering, ICA, re-referencing), epoching, ERP/ERF computation, time-frequency…

NeuroAIHub/BrainPilot

Bypasses anti-bot protections using Oxylabs Web Unblocker, an AI-powered proxy that handles fingerprinting, JavaScript rendering, and retries automatically.

oxylabs/agent-skills

Add a new team member to Langfuse's canonical team data and shared team table.

langfuse/langfuse-docs

Use Kernel Atlas to collect phase-aware hipfire measurements and render ISA Fit View visualizations for AMD GPU kernels, quant formats, and architectures.

warpfront/hipfire

Review PRs and local changes for hsliuustc0106/vllm-rlt: Ouro engine and KV correctness, serving behavior, and BF16 accuracy/speed evidence.

ThinkFlowLab/vllm-rlt

Adds distributed and mixed-precision training to a PyTorch script with a few Accelerate lines, then launches it on one GPU, many GPUs or DeepSpeed and FSDP setups.

Orchestra-Research/AI-Research-SKILLs

Analyze prompt-cache effectiveness for Claude Code usage from the Agent Monitor dashboard — cache hit rate (totalcacheread / (totalcacheread + totalinput)), cachewrite vs cacheread reuse, cache-read…

hoangsonww/Claude-Code-Agent-Monitor

Brain-inspired cognitive architecture. An agent skill from LightHaru/agentbrain.

LightHaru/agentbrain

Reference desk for NVIDIA Nemotron 3 Super — architecture, training data, recipes (pretrain/SFT/RL/eval/quantization), and deployment notes.

NVIDIA-NeMo/Nemotron

Delegates dbt and warehouse tasks such as lineage, migrations and cost attribution to the altimate-code CLI agent and relays its answer back.

AltimateAI/data-engineering-skills

Core operations for HyperspaceDB — a multi-geometry vector database.

YARlabs/hyperspace-db

Work with the ChatbotX contact filter system — the shared filter model behind the contacts list, conversations, and broadcast audiences.

ChatbotXIO/ChatbotX

When the user wants to set up, improve, or audit analytics tracking and measurement.

freekmurze/dotfiles

Analyzes Android codebases to implement ML Kit GenAI Prompt API.

sreichholf/dreamDroid

A skill your agent uses when choosing the fastest SGLang Diffusion flags for a model, GPU, and VRAM budget.

sgl-project/sglang

Add or modify utility functions in fe-tools. An agent skill from MichealWayne/fe-tools.

MichealWayne/fe-tools

Activate this skill whenever working with DataJunction (DJ) semantic layer.

DataJunction/dj

Add or modify an AReno algorithm, trainer, loss, advantage calculation, role model, or algorithm-specific configuration.

inclusionAI/AReno