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CMP-226: Add guidance for asking questions on uncertain business logic#48

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mal-leanix wants to merge 1 commit intomainfrom
feature/cmp-226-define-business-logic
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CMP-226: Add guidance for asking questions on uncertain business logic#48
mal-leanix wants to merge 1 commit intomainfrom
feature/cmp-226-define-business-logic

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@mal-leanix mal-leanix commented Feb 11, 2026

References:

Changes

  • Renamed section to "When You Don't Know - ASK (Critical)"
  • Added guidance on asking for business logic clarification (classifications, calculations, scoring)
  • Added checklist items for no assumptions and documented logic

Problem

AIs were making assumptions about business logic (e.g., inventing risk scoring, cost savings calculations) instead of asking users to define the methodology.

Solution

Emphasize that users prefer informed questions over broken reports they cannot understand.

- Rename section to 'When You Don't Know - ASK (Critical)'
- Emphasize: NEVER make assumptions, users prefer questions
- Add 'Uncertain Business Logic' subsection with examples
- Add checklist items: 'No assumptions' and 'Business logic documented'
- Keep guidance concise and actionable
@internal-ai-adoption-analytics

📊 Survey: Please help us track internal AI adoption. This is not for evaluation, only for metrics. You can update this anytime before merge.
🤖 Which AI developer tool(s), if any, were used to assist with this PR? Please tick one or more boxes below:

  • None
  • Cline
  • Claude Code
  • Cursor
  • GitHub Copilot
  • Other

🧑‍💻 If AI was used, what was it mainly used for?

  • Coding / Implementation
  • Testing (unit, integration, e2e)
  • Documentation
  • Research / Investigation
  • Refactoring / Cleanup
  • Configuration / DevOps
  • Other

Thank you in advance for your feedback.💙🙏🎉
Here's a joke to brighten your day: How does an AI apologize? 'Sorry, I need to update my parameters!' 🔄

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