Qiao-yq commented on issue #1539:
URL: https://github.com/apache/dubbo-admin/issues/1539#issuecomment-6384456151

   ## Proposed Core MVP Plan
   
   After Phase 1 passes G1, the next milestone will deliver the issue’s three 
core capabilities: prompt templates, long-conversation summarization, and 
cross-session memory, through a unified Context Compiler.
   
   | PR | Status | Scope | Acceptance |
   | --- | --- | --- | --- |
   | 1. Compiler and Templates 
([#1610](https://github.com/apache/dubbo-admin/pull/1610)) | Completed | 
Unified Source contracts, versioned templates, tool-call/result records, and 
request budgeting | Every Act/Answer call uses the compiler; roles, tool pairs, 
and budgets remain valid |
   | 2. Conversation Summaries 
([#1611](https://github.com/apache/dubbo-admin/pull/1611)) | Completed | 
Structured rolling summaries, bounded recovery, and history fallback | Earlier 
goals survive beyond the recent window; failures and deletion do not corrupt or 
revive summaries |
   | 3. Cross-Session Memory | Planned | Explicit user-scoped memory APIs, 
project/task matching, and update/delete consistency | Relevant facts carry 
across Sessions; isolation holds and invalidated facts are not reinjected 
through tracked dependencies |
   | 4. User Controls and Validation | Planned | Simple memory editor, chat 
project/task selection, and end-to-end tests | Users can save, recall, correct, 
delete, clear, and disable memory through the UI |
   
   **Status:** PRs 1 and 2 are completed; PRs 3 and 4 remain planned. Delivery 
follows PR 1 → 2 → 3 → 4, targeting `ai`.
   
   All changes retain Phase 1 security and lifecycle guarantees. Automatic 
memory extraction, page-context integration, dynamic plugin management, and 
advanced retrieval are deferred.
   
   Completion requires all three capabilities to work end to end, including 
failure recovery and isolation checks. This milestone delivers the core 
capabilities within the issue’s scope, with the remaining G2/G3 requirements to 
be completed in subsequent work.


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