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feat(middleware): TodoListMiddleware should survive summarization
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上游 issue 正文
### Checked other resources
- [x] This is a feature request, not a bug report or usage question.
- [x] I added a clear and descriptive title that summarizes the feature request.
- [x] I used the GitHub search to find a similar feature request and didn't find it.
- [x] I checked the LangChain documentation and API reference to see if this feature already exists.
- [x] This is not related to the langchain-community package.
### Package (Required)
- [x] langchain
- [ ] langchain-openai
- [ ] langchain-anthropic
- [ ] langchain-classic
- [ ] langchain-core
- [ ] langchain-model-profiles
- [ ] langchain-tests
- [ ] langchain-text-splitters
- [ ] langchain-chroma
- [ ] langchain-deepseek
- [ ] langchain-exa
- [ ] langchain-fireworks
- [ ] langchain-groq
- [ ] langchain-huggingface
- [ ] langchain-mistralai
- [ ] langchain-nomic
- [ ] langchain-ollama
- [ ] langchain-openrouter
- [ ] langchain-perplexity
- [ ] langchain-qdrant
- [ ] langchain-xai
- [ ] Other / not sure / general
### Feature Description
TodoListMiddleware should re-inject the current todo list into the system prompt on every model call for immunity against summarization.
Currently wrap_model_call only appends static instructions, it never reads state["todos"]. This means the agent's live plan is invisible to the model unless it happens to still be in message history.
Proposed addition: inject_current_todos: bool = True parameter on TodoListMiddleware.__init__. When enabled, _build_system_content() reads state["todos"] and appends a <current_todos> block with status markers ([ ] pending, [~] in_progress, [x] completed) to the system prompt on every model call.
### Use Case
This breaks silently when TodoListMiddleware is composed with SummarizationMiddleware in long-running / deep agent runs.
SummarizationMiddleware compacts message history when the context window fills up. The ToolMessage echo of the last write_todos call is eligible for summarization once trimmed, the model loses visibility of its current …
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