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feat: add typed memory index and topic files for workspace memory #1232

@cluster2600

Description

@cluster2600

Summary

Add a structured memory layout on top of the existing workspace model so MEMORY.md becomes a concise index rather than a catch-all document.

Problem

Today NemoClaw documents workspace persistence, but it does not provide a disciplined format for long-term memory. This makes recall noisy and encourages the agent to append arbitrary content into a single file.

Proposal

  • Keep MEMORY.md as a curated index.
  • Add topic files under the workspace for individual memory entries.
  • Enforce soft caps on index size and entry length.
  • Provide clear guidance for when to write to daily notes versus curated memory.

Acceptance Criteria

  • MEMORY.md is treated as an index, not a dumping ground.
  • Topic files can be added without breaking existing workspace persistence.
  • The agent receives stable, documented instructions for memory structure.

Non-goals

  • Cross-user or cross-repository shared memory in this issue.
  • Automatic memory extraction in the first implementation.

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    enhancement: featureUse this label to identify requests for new capabilities in NemoClaw.enhancement: uiUse this label to identify requests to improve NemoClaw web interface.

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