Ultrawork Data Access Patterns

About

This skill provides essential guidance for agents operating within the Ultrawork framework, establishing strict protocols for accessing session, task, and context data. By prioritizing script-based JSON access over direct file reads, it dramatically reduces token consumption—often by over 99%—and ensures consistent error handling across all agent roles. It acts as an abstraction layer that insulates agents from schema changes while providing AI-optimized summaries of complex project states, making it a foundational component for efficient long-running autonomous tasks.

Key Features

• Storage format abstraction to insulate agents from schema changes
• Token-efficient script-based JSON field extraction
• Consistent error handling and validation for session and task IDs
• Standardized access patterns for session, context, and task data
• 2 GitHub stars
• AI-friendly markdown summaries for complex evidence logs

Use Cases

• Managing and updating task lists with structured evidence and status tracking
• Retrieving AI-optimized summaries of exploration context and documentation
• Extracting specific session phases or status flags without consuming full file tokens