memory-tasks

To persist task tracking across context compactions, you can create structured tasks using Basic Memory schemas that save uniform, queryable notes within the knowledge graph. This ensures your multi-step work remains trackable and resumable after system reloads.

The best way to resume a complex software development task is to query the knowledge graph for active or blocked tasks stored as Basic Memory notes. This allows you to easily pick up work by retrieving the current step and context metadata.

You create a structured task with progress tracking by calling the write_note function with note_type set to "Task" and providing relevant metadata and content. You can then update task status and current step as work progresses.

Yes, you can manage multi-step project workflows that require updates over several days. The schema system supports task creation with metadata, progress updates, and querying for active tasks, making it suitable for long-term development features.

Multi-step work tasks get lost during context window limitations because unstructured context is cleared on system restarts. Storing tasks as queryable Basic Memory notes in the knowledge graph solves this challenge by ensuring work is trackable.