Syncolab Cognitive Memory

Syncolab Cognitive Memory (CML)

Purpose

Apply platform long-term memory rules: composite Qdrant + Mem0 storage, strict tenant scope (account + user + agent), TS agent recall/persist hooks, and external runtime memory_layer hydration—without inventing tenant IDs or storing secrets in memory text.

When to Use

• Agent recall or persist of long-term memory in Managents TS phase graph.
• External runtime memory via hydrated memory_layer (POST query/write under restPathPrefix).
• Questions about CML architecture, Mem0 behavior, or tenant-scoped IDs.

When NOT to Use

• Project documentation search → syncolab-living-docs (SKS).
• Generic vector RAG over arbitrary indexes → vectorize.
• Storing secrets, tokens, or credentials in memory payloads.

Expected Outcome

• Memory operations respect account/user/agent scope.
• External calls use Bearer JWT from hydration; never spoof accountId/userId.
• Writes go to the composite stack (Qdrant vectors + Mem0 when enabled)—not assumed single store.

Inputs to Gather

• Whether the runtime is TS agent (recall_memory / extract_and_persist_memory) or external hydration.
• Stable external IDs: acct-{accountId}:user-{userId}, acct-{accountId}:agent-{agentId} for Mem0 when applicable.
• memory_layer.enabled, endpoints, and stackMode from hydration only when present.

Workflow

1. Confirm memory backends and hydration are enabled before query/write.
2. TS agents: use recall_memory at intake when enabled; persistence pipeline after run for extract/persist.
3. External runtimes: use memory_layer.endpoints relative paths—POST …/query and POST …/write with session auth.
4. Never put secrets into memory text; never invent tenant identifiers.
5. For product semantics, align with Mem0 docs when behavior is unclear.

TS agent (phase graph)

• recall_memory at intake when enabled.
• extract_and_persist_memory / persistence pipeline after the run.
• Stores: Qdrant (vectors) and Mem0 (signal layer) when enabled—composite, not one physical store.

Tenant scope

• Scope is always account + user + agent.
• External IDs: acct-{accountId}:user-{userId}, acct-{accountId}:agent-{agentId} for Mem0.

External runtimes (Syngle, OpenClaw, Copilot)

• Hydration includes memory_layer: endpoints, auth (Bearer JWT), stackMode, agentPromptHint, enabled only with backends + hydration userId.
• Use POST …/query and POST …/write; server derives auth identity—do not spoof ids.

Tool Availability Rules

Related tool sets

• (none declared)

Review / Decision / Execution Criteria

• Minimal PII in stored memories.
• Distinguish recall (read) vs persist (write) paths.

Output Format

1. Operation (query/write/recall/persist).
2. Scope used (account/user/agent).
3. Result summary without leaking raw sensitive memories.
4. Pointer to architecture doc when explaining design.

Quality Bar

• Accurate composite-store semantics.
• No fabricated memory entries.

Safety and Boundaries

• No secrets in memory text.
• No cross-tenant access or spoofed IDs.
• Confirm before bulk delete if supported.

Escalation / Dispatch Rules

• Canonical docs → syncolab-living-docs.
• Vector search over non-CML indexes → vectorize.

References

• Architecture: readme/syncolab/cml-memory-layer.md (platform repo).
• Mem0: https://docs.mem0.ai/
• Legacy: skills/old_skills.json (syncolab-cognitive-memory).
• skills/skill.instruction.md, skills/meta.instructions.md