Best agent skills for Data Scientists, page 12

A skill your agent uses when the user needs academic paper retrieval — searching scientific literature by author/year/journal, finding paper chunks for RAG-style citations, or expanding original…

opendatalab/Sciverse-Agent-Tools

Generates data visualization charts (bar, line, area, pie, doughnut, scatter, radar, treemap) as PNG using Apache ECharts v6.

Varnan-Tech/opendirectory

Refresh RepoPrompt tool guidance when the CLI/MCP surface changes.

w-winter/dot314

Solutions for non-trivial PerforatedAI integration scenarios.

PerforatedAI/PerforatedAI

Write less code and say less about it. An agent skill from Green-PT/honey-for-devs.

Green-PT/honey-for-devs

Refreshes dbt artifact schemas from dbt-labs/dbt-core and regenerates Pydantic parser classes.

yu-iskw/dbt-artifacts-parser

URL과 수집 항목을 받아 사이트를 정찰하고 데이터를 수집하여 엑셀로 출력하는 범용 웹 크롤링 에이전트. An agent skill from byungjunjang/web-crawler.

byungjunjang/web-crawler

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

machina-sports/sports-skills

Author or review a Drizzle DB migration for zero-downtime safety — expand/contract phasing, backward-compatibility with the deployed app version, and writing the -- migration-safe acknowledgment the…

simstudioai/sim

Submit, monitor and benchmark jax-gcm (jcm) simulations on NCAR Derecho's PBS queues.

climate-analytics-lab/jax-gcm

查询 tdx2db 同步的 A 股行情数据库（dailydata / minutedata）。取日线分钟线、均线截面筛选、检查数据新鲜度/完整性、排查同步问题时使用。

xbfighting/tdx2db

Generate or improve a company-specific data analysis skill by extracting tribal knowledge from analysts.

w95/awesome-claude-corporate-skills

Preflight checks and diagnosis for ten known failure modes of ML training on NVIDIA DGX Spark's GB10, spanning launch errors, memory, thermals, bandwidth and precision.

wshobson/agents

Work on the Nexus LLM eval harness in tests/eval/ — author or fix a scenario fixture, write an eval config, change the executors, assertions or reports, or explain a run that produced nothing…

ProfSynapse/nexus

Lets a plotting agent query a gallery of scientific figure references, show candidates for you to pick from, and export the chosen ones before it writes plot code.

Dsadd4/AgentFigureGallery

How to write and run verl-omni CPU tests (testoncpu.py) that exercise adapters, rewards, and configs without a GPU or model weights.

verl-project/verl-omni

Search papers from top AI/ML conferences. An agent skill from Xiangyue-Zhang/auto-deep-researcher-24x7.

Xiangyue-Zhang/auto-deep-researcher-24x7

Guide for setting up thread-safe database connection pooling (FireDAC / UniDAC) in multithreaded Horse applications.

HashLoad/horse

A skill your agent uses when you need GA4 + GTM tracking delivery from site discovery through publish, or when the right phase entry point is still unclear.

jtrackingai/analytics-tracking-automation

Guide for writing eval conversation JSONs and running them through policy engines

open-bias/open-bias

Search local videos by meaning, exact words or reference image, analyze scenes, and export clips using the cerul CLI.

cerul-ai/cerul

Bring a dataset .yml's metadata in line with house conventions (title, summary, description, coverage, publisher, maintainer comments).

opensanctions/opensanctions

Browse the web using Browserless.io cloud browser service. An agent skill from zhaojiaqi/MeowHub.

zhaojiaqi/MeowHub

Set up the NVIDIA "Build an Agent" DevX workshop as a working JupyterLab environment from INSIDE a locked-down OpenShell/NemoClaw sandbox, and hand the user the token URL + access commands.

brevdev/workshop-build-an-agent

Measure whether an RT-VLM configuration change altered caption quality — capture paired baseline and candidate captions for a set of videos, score both against a ground truth with an LLM judge, and…

NVIDIA-AI-Blueprints/video-search-and-summarization

Estimate a covariance / correlation / precision matrix incrementally with precise.

microprediction/precise

A skill your agent uses when releasing a beta build of this Obsidian plugin for BRAT-based testing (e.g.

joybro/obsidian-similar-notes

Rules for adding a new model or model family to the finetuning pipeline, or changing finetuning behavior for an existing one — engine-agnostic customization via family hooks instead of if/else in…

overmind-core/overmind

Search Google, scrape web pages, Amazon product pages, YouTube subtitles, or Reddit (post/subreddit) using the Decodo Scraper OpenClaw Skill.

Decodo/decodo-openclaw-skill

Open or update a draft GitHub pull request after Polar-specific review and cubic CLI review.

polarsource/polar

A skill your agent uses when a clinical CSV/Excel dataset needs profiling and cleaning before analysis (missing values, outliers, duplicates, type mismatches).

Aperivue/medsci-skills

Analyse GC2/Centia Parquet snapshots with DuckDB by walking the STAC catalog.json in the snapshot store — find datasets, decide whether a dataset has geometry (and in which CRS), read one snapshot…

mapcentia/geocloud2

Guides training and analyzing sparse autoencoders with SAELens to break neural network activations into interpretable features, including superposition and monosemanticity studies.

Orchestra-Research/AI-Research-SKILLs

Shows how to use Pinecone, a managed vector database, for production RAG, semantic search and recommendations: indexes, upserts, queries, filters and namespaces.

Orchestra-Research/AI-Research-SKILLs

Turn a HardwareVisualizer maintainer correction, repeated failure, surprising invariant, or costly investigation into an evidence-backed learning record and the right durable guardrail.

shm11C3/HardwareVisualizer

A skill your agent uses when creating data visualizations for papers - generates publication-quality plots with top-journal color schemes

Norman-bury/research-writing-skill

[power-bi] Power BI PBIR Report Builder with IBCS Visuals. An agent skill from lukasreese/powerbi-claude-skills.

lukasreese/powerbi-claude-skills

A skill your agent uses when you need to measure per-phase memory allocation statistics to investigate memory usage.

coreos/chunkah

多智能体团队管理。创建、查看、修改、删除 CountBot 的多智能体团队，管理团队成员（角色）和团队级自定义模型配置。当用户要新建 Pipeline/Graph/Council 团队、调整成员分工、修改依赖关系、开关技能系统、设置团队专属模型时使用。

countbot-ai/CountBot

Keeps a persistent, append-only journal of ML experiment hypotheses and results across sessions, so no hyperparameter or architecture change runs without being logged first.

Leeroo-AI/superml

Mines local Claude Code session transcripts with a deterministic Python pipeline to show what the agent is actually used for, how often it fails and what it costs.

amd/gaia

Write or review Triton kernels for vLLM, with practical guidance for generated-code inspection, launch grids, indexing, specialization, tuning, and representative performance validation.

guqiong96/Lvllm

PostHog event tracking standards for Supabase Studio. An agent skill from supabase/supabase.

supabase/supabase

A skill your agent uses when the user prompts "write spec" or "make spec".

romeerez/orchid-orm

Convert quantitative research report PDFs to markdown, then extract structured knowledge (paperId, title, year, source, keywords, tldr, abstract, strategy, method, experiment, result) into JSONL…

CamusGIT/EvoQuant

A skill your agent uses when you need a deterministic inspection of a WordPress repository (plugin/theme/block theme/WP core/Gutenberg/full site) including tooling/tests/version hints, and a…

gambitph/Stackable

AIPC, AI Porting Conversion. An agent skill from qualcomm/qai-appbuilder.

qualcomm/qai-appbuilder

Validates an experiment's setup, works out lift, p-value and confidence interval from A/B test data, and recommends whether to ship, extend or stop.

phuryn/pm-skills