Design agent memory systems

Persist multi-layer agent memory

Persisting multi-layer agent memory (short-term, long-term, skill) across conversations.

• · file|module|project scope
• · safe|aggressive refactoring strategy
• · live page URL

• · execution log or transcript

• · AST-Grep

Agent runtime initialized with message queue and optional model service

• · Agent process hangs or infinite loop
• · Communication channel deadlock
• · Memory or CPU exhaustion

• · Includes regression test safety gates
• · Leverages LSP and AST-based code analysis
• · Uses concurrent exploration agents for efficiency
• · Includes post-execution verification step
• · Optimizes for memory and CPU efficiency