sprouted.dev/sprout-cli

Weather System - Context-Aware Development

Automatically track your development progress and eliminate context loss. Never lose your place again.

🌐 Try Weather System at sprouted.dev - Install in 30 seconds
📖 Complete Documentation - Getting started guides and examples

What is the Weather System?

The Weather System automatically preserves your development context - what you're working on, recent progress, and where you're headed next. Like meteorology tracks atmospheric conditions, Weather tracks your development "atmosphere" and makes it instantly shareable with AI assistants.

Quick Start

Install and try Weather System in any Git repository:

# Install Weather System (macOS, Linux, Windows)
curl -fsSL https://sprouted.dev/install.sh | sh

# See your current development context
sprout weather

# Get AI-friendly context for assistants like Claude
sprout weather --for-ai

🔥 Works in any Git repository - no special structure required!

See complete documentation and examples at sprouted.dev

Key Features

✨ Automatic Context Tracking - Monitors git activity and development patterns
🤖 AI Assistant Onboarding - Complete project understanding in seconds
🌡️ Development Weather - Visual progress tracking with temperature and conditions
⚡ Flow State Preservation - Never lose your place across sessions
🔄 Team Handoffs - Share rich context instantly
🔒 Privacy First - All data stored locally by default

How It Works

Weather System understands your development context by analyzing:

• Git commit patterns and branch activity
• File modification patterns and focus areas
• Development momentum and project health
• Architectural decisions and progress indicators

This creates a rich, shareable context that AI assistants can understand immediately - no lengthy explanations needed.

Claude Context Management (New!)

Weather System now includes intelligent context management for Claude sessions:

# Check Claude's context usage
sprout weather context-status

# Monitor context usage in background
.claude/commands/context-monitor monitor

# Prepare handoff before hitting context limits
.claude/commands/onboard-next-assistant

Features:

• Automatic Detection - Knows when Claude is approaching context limits
• Intelligent Handoffs - Preserves critical context between sessions
• Background Monitoring - Alerts you before hitting limits
• Universal Compatibility - Works in any workspace type

Learn more about Claude Context Management →

For Contributors

This repository contains the Weather System source code and follows a spec-driven development process.

Repository Structure

• libs/weather/ - Core Weather System library (Go)
• apps/sprout-cli/ - Command-line interface
• docs/ - Specifications and development documentation
• templates/ - Document templates for spec-driven development

The Ultimate Validation Story 🏆

On January 23, 2025, we hit Claude's usage limits while implementing usage limit recovery. The Weather System we were building saved its own development session. Read the full story →

"The only time in history someone was excited about hitting usage limits!"

Contributing

• Check out our Contributing Guide
• Browse open issues
• Join discussions in GitHub Discussions

🌱 Built by developers, for developers - with the community at heart.