- Store and edit context data across sessions
- Track agent progress and user feedback
- Provide tools like sandbox, filesystem, and skills
- Learn agent skills from past sessions to improve over time
Context Storage
Unified storage for llm messages, files, skills, and sandboxes.
Agent Observability
Automatic task extraction, success/failure detection, and progress tracking.
Context Engineering
Build compact context for agents with edit strategies.
Skill Memory
Agent memory stored as skills — filesystem-compatible, configurable, and human-readable.