agent-memory

Track agent expertise across sessions by enabling a structured knowledge registry that records agent strengths, weaknesses, and familiarity with specific files and patterns for future reference.

Cross-session agent memory is a structured knowledge graph linking agents, files, and actions to maintain collaboration context. You need it when delegating tasks to agents with proven domain familiarity.

Route tasks by applying a memory system to delegation decisions, matching incoming tasks to agents with proven strengths and domain familiarity recorded in a structured knowledge registry.

Yes, you can build a cross-session knowledge graph that links agents, files, and actions to improve collaboration and traceability across your project's development lifecycle.

Limitations include managing registry size through defined pruning rules and relying on safe data handling triggers, which require consistent memory updates to maintain accurate delegation matching.