Advanced Capabilities

Use this guide when you want more than baseline memory capture/recall.

Who this is for

• Multi-agent setups
• Governance and traceability needs
• Research workflows and high-context projects

Capability map

• Graph and relationship retrieval
• Scoped memory across global/user/agent/session boundaries
• Workflow and procedure extraction
• Crystallization and proposal-driven evolution
• Reflection and distillation loops

Recommended starting mode

openclaw hybrid-mem config-mode complete
openclaw hybrid-mem verify

Learn each subsystem

• Graph memory: GRAPH-MEMORY.md
• Procedural memory: PROCEDURAL-MEMORY.md
• Memory scoping: MEMORY-SCOPING.md
• Session distillation: SESSION-DISTILLATION.md
• Reflection: REFLECTION.md
• Deep architecture: ARCHITECTURE.md

Governance and quality controls

• Verification and provenance tooling: CLI-REFERENCE.md
• Contradiction handling: CONFLICTING-MEMORIES.md
• Decay/pruning controls: DECAY-AND-PRUNING.md