Data & Analytics

Analyze weather data impact on construction schedules. Predict weather delays, optimize work scheduling based on forecasts, and calculate weather-related risk factors for project planning.

YouTube Data API integration for searching videos, listing subscriptions, playlists, and video details. Use when the user wants to search YouTube, check their subscriptions, browse playlists, get video information, or list liked videos.

Fetches real-time FOREX news and market data from Yahoo Finance for major currency pairs (EUR/USD, GBP/USD, USD/JPY, etc.). Analyzes sentiment and provides trading context.

Fetch real-time stock quotes via Quodd API. Get current prices, daily high/low, and after-hours data for US equities. Use when the user asks for stock prices, quotes, market data, or ticker information.

Deep integration guide for Polymarket's CLOB API, Gamma API, and on-chain data. Use when building trading functionality, fetching market data, or implementing order execution.

Enrich leads and companies via Clearbit API. Get company and person data.

Create surveys and collect responses via SurveyMonkey API. Manage surveys, view results, and export data.

Computer vision ML pipelines for image classification, object detection, semantic segmentation, and image generation. Activates for "computer vision", "image classification", "object detection", "CNN", "ResNet", "YOLO", "image segmentation", "image preprocessing", "data augmentation". Builds end-to-end CV pipelines with PyTorch/TensorFlow, integrated with SpecWeave increments.

Fetch productivity data from RescueTime. Use when the user asks about their screen time, productivity score, app usage, time tracking, how they spent their day/week, or wants reports on their computer activity. Requires API key in TOOLS.md or passed directly.

Control Netatmo thermostat and read weather station data. Use for heating control (set temperature, change mode), checking indoor/outdoor temperatures, CO₂ levels, humidity, noise, and pressure readings.

Redis database management. Key-value operations, caching, pub/sub, and data structure commands.

Get current weather and forecasts via wttr.in or Open-Meteo. Use when: user asks about weather, temperature, or forecasts for any location. NOT for: historical weather data, severe weather alerts, or detailed meteorological analysis. No API key needed.