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warn user when scratchpad falls back to synthetic data#70

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Nishu2000-hub wants to merge 1 commit intomindsdb:mainfrom
Nishu2000-hub:warn-synthetic-data-fallback
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warn user when scratchpad falls back to synthetic data#70
Nishu2000-hub wants to merge 1 commit intomindsdb:mainfrom
Nishu2000-hub:warn-synthetic-data-fallback

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Added an IMPORTANT instruction to the scratchpad tool description
requiring the LLM to explicitly warn the user with a ⚠️ message
whenever it falls back to synthetic data due to fetch failures.

Impact

  • Zero risk: prompt-level change only, no logic modified
  • Protects all users on fresh installs before lessons.md is populated
  • One line of defence against silent data hallucination

@torrmal torrmal requested a review from tino097 April 10, 2026 06:27
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