Data & Analytics · For data scientists

Designs ML pipeline infrastructure: experiment tracking with MLflow or Weights & Biases, Kubeflow and Airflow orchestration, Feast feature stores and model validation gates.

Jeffallan/claude-skills

Generate charts: select type, extract data, render image. An agent skill from HezaoHezao/poirot.

HezaoHezao/poirot

A skill your agent uses when planning or reporting statistical analysis - provides test selection, execution code, and APA format guidelines

Norman-bury/research-writing-skill

基于阈值检测时间序列中的显著异常波动点。当需要找出指标异常波动日期、识别数据异动时调用. An agent skill from agentscope-ai/QwenPaw-Data.

agentscope-ai/QwenPaw-Data

Bulk-extract many pages from one site or section. An agent skill from firecrawl/skills.

firecrawl/skills

Tabular Editor documentation search and configuration file guidance (.tmuo, Preferences.json, UiPreferences.json, Layouts.json).

data-goblin/power-bi-agentic-development

Supports multivariate severity assessment and exploratory endpoint-time score forecasting for laboratory animal studies using the RELSA (RELative Severity Assessment) score and ARIMA-based foRcast…

K-Dense-AI/scientific-agent-skills

Creates and audits truthful, accessible, publication-ready scientific figures with Matplotlib, Seaborn, or Plotly.

K-Dense-AI/scientific-agent-skills

Use Hypothesis for property-based testing to automatically generate comprehensive test cases, find edge cases, and write more robust tests with minimal example shrinking.

anam-org/metaxy

Guides an interactive error analysis of LLM outputs: studies the dataset, builds a review interface, picks diverse samples and organizes the failure modes you annotate.

ai-evals-course/evals-skills

Gate quantitative Mira conclusions by requiring reproducible data, formulas, calculation ledgers, or explicit downgrades when numbers drive judgment.

byteseek/Mira

生成 akquant 框架的可执行量化策略代码，涵盖数据接口、事件驱动、风控与优化。当用户需要开发量化策略、配置回测环境、设置风控规则、进行参数优化、实现横截面轮动策略，或提及 akquant 时使用

lzwme/finance-quant-skills

Computes RDKit physicochemical descriptors and molecular fingerprints from SMILES through a uv-run CLI script that skips and logs invalid molecules.

jinzhezenggroup/computational-chemistry-agent-skills

Shows how to log ML runs, configs, metrics and media with SwanLab and view them in cloud, local or self-hosted dashboards.

Orchestra-Research/AI-Research-SKILLs

Ranks the costliest, slowest or heaviest-scanning Snowflake queries from query history and suggests how to optimize them.

AltimateAI/data-engineering-skills

Guides technology selection and implementation of AI and ML features in .NET 8+ applications using ML.NET, Microsoft.Extensions.AI (MEAI), Microsoft Agent Framework (MAF), GitHub Copilot SDK, ONNX…

dotnet/skills

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

archibate/dotfiles-opencode

Combines CSV, TSV and Excel files into one verified table with pandas, by stacking or joining, mapping columns, normalizing keys and removing duplicates.

OneWave-AI/claude-skills

Refresh threadsdailytracker.json. An agent skill from akseolabs-seo/AK-Threads-booster.

akseolabs-seo/AK-Threads-booster

Moderates Peated retailer listings in the store-price match queue by hand, with evidence.

dcramer/peated

Rules for writing Tinybird datasources, pipes, endpoints and materialized views, with SQL constraints, optimization habits and deduplication patterns.

TryGhost/Ghost

Quick overview of all scrapers — quality grades, extraction rates, and coverage gaps.

RealEstateWebTools/property_web_scraper

Take (soon-to-sunset) OWID explorers to redirected MDIMs, end to end.

owid/etl

Tell whether TikTok accounts are shadowbanned / throttled, how likely, why, and what to do.

nestyme/awesome-prompts

Interactive development in marimo notebooks with validation loops.

pymc-labs/CausalPy

Trains scikit-learn models with walk-forward validation on features from OHLCV data to predict return direction and turn the predictions into trading signals.

HKUDS/Vibe-Trading

Guides your agent through unit-root, cointegration, GARCH, bootstrap and regression-diagnostic tests on financial time series, using a tested helper module.

HKUDS/Vibe-Trading

Measures portfolio and backtest risk with VaR, CVaR, maximum drawdown, Monte Carlo simulation, tail modeling and stress tests, using one tested risk module.

HKUDS/Vibe-Trading

Turn a plain-English description ("a node that runs on the kernel and does XGBoost predictions", "a node that trims whitespace", "an ML clustering node") into a correct single-file Flowfile custom…

Edwardvaneechoud/Flowfile

Reads, inspects, and writes Flow Cytometry Standard (FCS) 2.0, 3.0, and 3.1 files with FlowIO.

K-Dense-AI/scientific-agent-skills

Supports geospatial research workflows for remote sensing, vector and raster GIS, spatial statistics, terrain and network analysis, and machine learning for Earth observation.

K-Dense-AI/scientific-agent-skills

Builds and audits reproducible NeuroKit2 research workflows for physiological time-series preprocessing, event/interval analysis, multimodal alignment, variability, and complexity.

K-Dense-AI/scientific-agent-skills

Explain and audit machine-learning predictions with SHAP. An agent skill from K-Dense-AI/scientific-agent-skills.

K-Dense-AI/scientific-agent-skills

Panel data analysis with Python using linearmodels and pandas.

meleantonio/awesome-econ-ai-stuff

End-to-end Neuropixels extracellular electrophysiology analysis (SpikeGLX/Open Ephys/NWB) including preprocessing, motion correction, Kilosort4 spike sorting, QC metrics, and Allen/IBL-style…

aipoch/medical-research-skills

Validate alignment quality with insert size distribution, proper pairing rates, GC bias, strand balance, and other post-alignment metrics.

GPTomics/bioSkills

Fetch URL → markdown / text / HTML via KeiRouter /v1/web/fetch using Firecrawl / Jina Reader / Tavily Extract / Exa Contents.

mydisha/keirouter

Pull structured B2B company data from Clutch.co with the Clutch.co Agency API Actor (johnvc/clutch-agency-api).

apify/awesome-skills

Design or add Sesori product analytics. An agent skill from sesori-ai/sesori_apps_monorepo.

sesori-ai/sesori_apps_monorepo

Load simulation results and query values at specific points, domain-wide statistics, flood extent, or cross-section profiles.

psu-efd/pyHMT2D

Generate an Abaqus FEA training dataset for surrogate / ML models.

theneoai/awesome-skills

Query the OFR (Office of Financial Research) Hedge Fund Monitor API for hedge fund data including SEC Form PF aggregated statistics, CFTC Traders in Financial Futures, FICC Sponsored Repo volumes…

agent-skills-hub/agent-skills-hub

Compares a vision-language model's yes/no predictions with ground truth and writes the false-positive and false-negative cases to a JSONL file with a summary report.

NVIDIA/skills

A skill your agent uses for quantitative product or business analysis: data quality checks, metric diagnostics, KPI design and reporting, dashboards, analytical reports, charts, notebooks, market…

XiaomiMiMo/MiMo-Code

View and update your job application tracker. An agent skill from andrew-shwetzer/career-ops-plugin-do-not-fork-currently-updating-v2-.

andrew-shwetzer/career-ops-plugin-do-not-fork-currently-updating-v2-

Master enterprise-grade Scala development with functional programming, distributed systems, and big data processing.

davila7/claude-code-templates

Deep web scraping, screenshots, PDF parsing, and website crawling using Firecrawl API

davila7/claude-code-templates

Használható, amikor a felhasználó Jupyter notebookok (.ipynb) létrehozását, felépítését vagy szerkesztését kéri kísérletekhez, felfedezésekhez vagy oktatóanyagokhoz; részesítse előnyben a csomagolt…

microsoft/ai-agents-for-beginners