Would pre-action Decision Receipts help distinguish safe recall, risky reuse, and memory writes?

[rpelevin]

Hi - memory-lancedb-pro is close to a boundary we are validating: memory recall, rerank, isolation, and writes that can influence future agent behavior.

We are testing a small OpenClaw-style pre-action receipt pattern:

• npm: @neurarelay/openclaw-preflight-adapter@0.1.0
• repo: https://github.com/neurarelay/relay-action-card
• source: examples/openclaw/preflight-adapter
• proof: npm run openclaw:proof

The pattern is:

proposed action -> Action Card -> Decision Receipt -> runtime/plugin-owned execution

The receipt is refs-only and is meant to record authority, evidence, policy, risk, route, and trace context before consequential actions execute.

Question:

For a memory plugin with retrieval, rerank, isolation, and management operations, would a pre-action Decision Receipt help distinguish safe recall, risky reuse, and memory writes that affect future actions?

If yes, where should it sit?

• before memory.write / backup / import-style operations
• before recall/rerank output is injected into the agent context
• around cross-scope isolation decisions
• after the fact in logs only

Boundary: this is an external proof and validation question only, not an official OpenClaw / ClawHub integration, listing, approval, partnership, endorsement, or request for memory-lancedb-pro to adopt Neura.

[AliceLJY]

Thanks for sharing @rpelevin. The pre-action Decision Receipt pattern is an interesting angle for auditability around consequential memory writes. Whether to adopt an external adapter/pattern like this is really a project-direction call, so I'll leave it for @win4r / @rwmjhb to evaluate against the roadmap. Appreciate the writeup and the working proof.

[rpelevin]

Thanks Alice, appreciate the clear roadmap boundary.

To make the evaluation concrete, the smallest placement I had in mind is:

• no receipt for ordinary read-only recall by default
• a receipt when recalled/reranked memory is promoted into agent context for a consequential action
• a stronger receipt before memory.write / import / backup / cross-scope reuse
• logs remain useful after the fact, but the audit boundary is strongest before the memory-influenced action executes

The receipt would stay refs-only and runtime/plugin-owned. This is just boundary validation, not a request for memory-lancedb-pro to adopt an external adapter.

Happy to leave it with @win4r / @rwmjhb.