fix(agent): move archived summary into system prompt for KV cache stability
- Append [Archived Context Summary] to system prompt instead of injecting it into the user message runtime context, improving KV cache reuse across turns and avoiding consecutive same-role messages. - _last_summary persists in metadata (no pop) for restart survival; summary is re-injected every turn via the stable system prompt. - Remove dynamic "Inactive for X minutes" from _format_summary — use static last_active timestamp instead to preserve KV cache stability. - Pass session_summary through build_messages() so both normal and ask_user paths receive the archived summary in the system prompt. - estimate_session_prompt_tokens now reads _last_summary from metadata to include the summary in token budget estimation. - Remove obsolete session_summary parameter from maybe_consolidate_by_tokens and estimate_session_prompt_tokens call sites in loop.py (summary flows through build_messages instead). - Ensure /new (session.clear()) clears _last_summary from metadata.
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@@ -399,7 +399,6 @@ class TestConsolidationUnaffectedByUnifiedSession:
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# estimate was called (consolidation was attempted)
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consolidator.estimate_session_prompt_tokens.assert_called_once_with(
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session,
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session_summary=None,
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)
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# but archive was not called (no valid boundary)
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consolidator.archive.assert_not_called()
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