Data & Analytics · For data scientists

Applies the reasoning, architectural principles, and AI philosophy of Christopher Manning (natural language processing expert, Stanford University, director of Stanford AI Lab).

K-Dense-AI/mimeo

This skill should be used when the user asks about 'GovMap layers', 'GovMap API', 'map layers', 'entitiesByPoint', 'layer metadata', 'govmap endpoints', 'what layers are available', 'query map data…

LiorVainer/data-israel

A skill your agent uses when the user asks to create, scaffold, or edit Jupyter notebooks (.ipynb) for experiments, explorations, or tutorials; prefer the bundled templates and run the helper script…

trailofbits/skills-curated

A skill your agent uses when engineering or selecting the best features for single-response classification or regression in MATLAB, whatever the data's modality — for non-tabular data it routes…

matlab/matlab-agentic-toolkit

Work with Data Commons, a platform providing programmatic access to public statistical data from global sources.

davila7/claude-code-templates

Handles vector geospatial data in Python with GeoPandas: reading shapefiles, GeoJSON and GeoPackage, reprojecting, spatial joins, overlays, clipping and maps.

davila7/claude-code-templates

PGA Tour, LPGA, and DP World Tour golf data via ESPN public endpoints — tournament leaderboards, scorecards, season schedules, golfer profiles/overviews, and news.

machina-sports/sports-skills

Data cleaning, entity matching, and deduplication skill for Claude Code and Codex: triage, standardize, and validate a CSV, Excel, or JSON list of B2B companies or contacts before enrichment.

explorium-ai/gtm-skills

Rewrite messy or AI-generated crawler code into clean, production-ready style that follows the zavod best practices.

opensanctions/opensanctions

Fast DataFrame library (Apache Arrow). An agent skill from davila7/claude-code-templates.

davila7/claude-code-templates

Send IM messages to users in batch. An agent skill from Harryoung/efka.

Harryoung/efka

Remote control tmux sessions for interactive CLIs (python, gdb, etc.) by sending keystrokes and scraping pane output.

mitsuhiko/agent-stuff

Strip agent-generated noise from a diff — comments that restate the code, private helpers in test files, near-duplicate tests, tests with no assertions, unrequested indexes and validation, defensive…

polarsource/polar

Methodology for probabilistic forecasting of when and whether a future event will occur.

pymc-labs/decision-lab

Deploy and run experiments for ML/DL training (local, remote, or Modal GPU) AND spatial data science / GIScience experiments (local, data-driven).

GRIND-Lab-Core/night_owl_research_agent

TimescaleDB - PostgreSQL extension for high-performance time-series and event data analytics, hypertables, continuous aggregates, compression, and…

2025Emma/vibe-coding-cn

File sentinel that monitors the working directory for changes and marker comments, then auto-triggers appropriate skills.

SethGammon/Citadel

生成研究/项目架构图、流程图、层次图（swimlane / processflow / hierarchytree）。适合 PPT 汇报、技术文档、综述插图。输出风格接近 draw.io，可选 graphviz（高质量）/ matplotlib（零依赖）双后端。

csmar432/finai-research

Builds Windmill data pipelines as independent, pipeline-annotated scripts forming a DAG over shared storage, defaulting to DuckDB nodes that materialize into DuckLake tables.

windmill-labs/windmill

Publish a Python package to PyPI using uv with credentials loaded from a local .secrets file.

ML4ITS/TimeVQVAE

Guide for using OptimusKG, the biomedical knowledge graph, through the optimuskg Python client.

mims-harvard/OptimusKG

Autonomously navigate websites and extract structured data across pages.

firecrawl/skills

Guidance for Power BI Project (PBIP) structure, thick and thin reports, project renames, forks, and validation.

data-goblin/power-bi-agentic-development

Analyzes Neuropixels extracellular recordings end-to-end with SpikeInterface.

K-Dense-AI/scientific-agent-skills

Creates, inspects, edits and runs Jupyter notebooks, scaffolding experiment or tutorial notebooks from templates and preferring a Jupyter MCP server over raw JSON edits.

Kilo-Org/kilo-marketplace

Turns raw flux balance analysis output and a COBRApy model into gene essentiality maps, phenotypic phase planes, flux sampling results, pathway summaries and secretion predictions.

aiming-lab/AutoResearchClaw

Guide for contributing to the verified-sources repository. An agent skill from dlt-hub/verified-sources.

dlt-hub/verified-sources

Use dspy.RLM (Recursive Language Model) for reasoning over contexts too large to fit in an LLM's working window — entire codebases, long logs, massive documents, or multi-step data exploration that…

intertwine/dspy-agent-skills

Generates publication-quality figures for ML papers from research context.

Orchestra-Research/AI-Research-SKILLs

Generates production-ready analysis code in Python, R, SQL. An agent skill from liangdabiao/claude-data-analysis-ultra-main.

liangdabiao/claude-data-analysis-ultra-main

Walks through fixing dbt compilation, database and test errors: read the full error, check upstream models, apply a fix, then verify with dbt build and a data preview.

AltimateAI/data-engineering-skills

盒子原创行业研究 Skill 组合中的趋势分析专项。判断行业、技术、需求或商业化变化所处阶段、驱动机制、核心变量、时间关系、经营后果与证伪条件。用于“分析行业趋势或未来走向”“判断技术扩散阶段”“研究供需、需求演变或景气变化”等问题。

hexiaofeier/hehe-industry-research-skill-pack

生成、重构或审核科研可视化代码，支持 Python 的 Matplotlib/Seaborn 与 MATLAB. An agent skill from yrui-cmd/Cell.

yrui-cmd/Cell

Compare an AReno branch, model, checkpoint, algorithm, scheduler, or kernel against a baseline.

inclusionAI/AReno

Creating interactive data visualisations using d3.js. An agent skill from Dokhacgiakhoa/Agent-Skills-4-Vibe-Coding-CLI.

Dokhacgiakhoa/Agent-Skills-4-Vibe-Coding-CLI

A skill for analyzing website anti-bot defense mechanisms and developing legitimate evasion strategies.

revfactory/harness-100

Find the TikTok photo-mode carousels (slideshows) that actually go viral in a niche and the accounts behind them, rank them by organic quality (save-rate, like-rate, boost detection) instead of raw…

nestyme/awesome-prompts

Runs read-only MongoDB finds, aggregations and collection listings against databases named in your .env, choosing the connection by label or index.

evolution-foundation/evo-nexus

Scrape blog posts via RSS feeds (free, no API key) with Apify fallback for JS-heavy sites.

gooseworks-ai/goose-skills

A skill your agent uses when creating a new C++ plugin DLL for the data-workbench platform, or modifying an existing plugin's structure, CMake, UI integration, or data access.

czyt1988/data-workbench

Invoke this skill when making any modification to a notebook (.ipynb) in the OCI agent.

Netflix-Skunkworks/oci-agent

Tracks ML experiments, versions models in the MLflow registry and covers deployment and reproducibility, with autologging for common frameworks.

Orchestra-Research/AI-Research-SKILLs

GEE scripting and remote sensing analysis workflow guide. An agent skill from zzhonglei/GeoCode-Release.

zzhonglei/GeoCode-Release

Twitter 推文爬取器 - 指定用户名爬取推文，保存为 Markdown 格式，支持自定义数量和字段. An agent skill from huangserva/servasyy_skills.

huangserva/servasyy_skills

Analyze scenario/vignette experiment datasets for behavioral research.

Drchronx/ai-agent-research-starter-kit

Parallel/distributed computing. An agent skill from davila7/claude-code-templates.

davila7/claude-code-templates

Microscopy data management platform. An agent skill from davila7/claude-code-templates.

davila7/claude-code-templates

统一编排关键词驱动的公共网页、AI 最新动态、垂直领域和社交平台搜索，返回标准化候选；支持有界 X Research、显式站点 Map，以及本次搜索所得候选的轻量核验。不用于读取或下载用户直接给出的已知 URL，此类任务使用 yichen-content-archive。

mcncarl/yichen-skills