hermes - 💡(How to fix) Fix Improve L natural memory recall [1 comments, 1 participants]

What to build

Teach L to answer follow-up questions from recent ledger and memory context without starting from zero. This slice should make ordinary conversation feel continuous: when Leo asks about something discussed last night or yesterday, L should search the right local memory surfaces, identify the closest prior topic, and answer with the remembered context instead of asking Leo to restate everything.

Acceptance criteria

• L can resolve natural follow-ups such as 'เมื่อคืนคุยเรื่องอะไรนะ' or 'ต่อจากเมื่อคืน...' against recent ledger and memory entries.
• The reply distinguishes remembered context from fresh analysis and avoids pretending certainty when the evidence is thin.
• The behavior works outside finance examples; tests cover at least one non-stock topic.
• Regression tests cover a successful recall and a no-confident-match fallback.

Blocked by

None - can start immediately