[Feature Request] Add a short "long-horizon reasoning & safety checklist" doc (docs only)

[onestardao]

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Feature Request Description

Hi DeepTutor team,

Thank you for building and releasing DeepTutor. A teaching oriented system that combines multi-turn dialogue, tools and retrieval is very exciting.

I have been working on failure-mode checklists for RAG and agent systems (recently contributing a robustness entry to Harvard MIMS Lab’s ToolUniverse). For tutoring scenarios like DeepTutor, I often see a few recurring issues:

• long-horizon reasoning loses key assumptions from earlier turns
• retrieval quietly drifts to off-topic or low-quality sources
• the assistant becomes overconfident when evidence is missing or weak
• feedback to the student is not clearly grounded in retrieved material

I would like to propose a small documentation-only feature.

Proposed feature

Add a short doc page under the docs (or any section you prefer) named something like:

deep_tutor_reasoning_and_safety_checklist.md

The page could include:

1. Typical failure modes in tutoring scenarios:
   • forgetting earlier constraints or instructions
   • using unverified or low-quality sources
   • giving strong advice based on weak evidence
2. For each mode:
   • symptom → likely causes → recommended checks (logs, retrieval results, prompts)
3. A simple checklist for debugging and for opening issues:
   • which tools were used, retrieved snippets, anonymized conversation trace.

Motivation

• DeepTutor is likely to be used with real students, where reliability and pedagogical safety matter.
• A small checklist can help users and maintainers talk about failures more precisely and debug faster.
• This is a docs-only addition and can evolve over time.

If this aligns with the project goals, I would be happy to open a PR with a concise initial draft.

Thank you for considering.

Related Module

Dashboard

Use Case

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Additional Context

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