codex - 💡(How to fix) Fix Stronger task-thread continuity across related follow-up questions [2 comments, 3 participants]

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openai/codex#18080Fetched 2026-04-17 08:33:10
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Fix Action

Fix / Workaround

  • detect that several consecutive questions belong to the same active task
  • merge related follow-up questions into one coherent decision when appropriate
  • return to the current main task by default, unless the new question truly changes direction
  • update execution plans as full deliverables, instead of patching one small section per turn
RAW_BUFFERClick to expand / collapse

What variant of Codex are you using?

CLI

What feature would you like to see?

I’d like Codex to maintain stronger continuity across an active task, instead of optimizing too heavily for the latest user message only.

In longer planning and architecture sessions, I often ask several follow-up questions that are all part of the same design decision. Right now, Codex often answers them one by one in isolation, and keeps shifting the proposed next step around the latest sub-question.

What I want instead:

- detect that several consecutive questions belong to the same active task
- merge related follow-up questions into one coherent decision when appropriate
- return to the current main task by default, unless the new question truly changes direction
- update execution plans as full deliverables, instead of patching one small section per turn

This is not mainly about verbosity. It is about continuity, task awareness, and better consolidation of related turns.

### Additional information

This is especially noticeable in real planning work.

Example pattern:
1. I ask about request IDs.
2. Then I ask about retention strategy.
3. Then I ask about identifier mapping.
4. All of these are part of the same implementation decision.

Instead of consolidating them into one finalized design update, Codex often answers each turn locally and changes the “next step” around the most recent message.

As a result:
- I have to repeatedly pull the conversation back to the active task
- I have to restate how several sub-questions relate to each other
- plan documents get updated incrementally in a fragmented way

A mode or heuristic that favors “complete the current task thread” over “respond locally to the latest prompt” would be a major usability improvement.

extent analysis

TL;DR

Implement a task-aware response mode that consolidates related follow-up questions into a coherent decision, prioritizing continuity over local optimization.

Guidance

  • Identify and flag consecutive questions that belong to the same active task, using context and intent analysis.
  • Develop a heuristic to merge related follow-up questions into a single, unified response that addresses the overall task goal.
  • Update the response generation algorithm to prioritize returning to the current main task by default, unless the new question significantly changes direction.
  • Consider introducing a "task thread" concept to manage the conversation flow and ensure that plan documents are updated in a cohesive manner.

Example

No code snippet is provided as the issue description focuses on high-level functionality and usability improvements.

Notes

The proposed solution requires significant changes to the Codex architecture and response generation algorithm. The exact implementation details will depend on the underlying technology stack and system design.

Recommendation

Apply a workaround by introducing a manual "task thread" management system, where the user explicitly indicates when a new question is related to the current task, allowing Codex to prioritize continuity over local optimization. This can be done through special keywords or phrases that signal the start and end of a task thread.

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