aminghadersohi opened a new pull request, #35840:
URL: https://github.com/apache/superset/pull/35840

   Restore essential behavioral documentation removed in 241cfa52037. LLMs need 
this info to use tools correctly (e.g., charts saved by default).
   
   Changes:
   - generate_chart: Restored save_chart=True default behavior, LLM display 
guidance
   - update_chart: Clarified requires saved chart, display URL guidance
   - generate_dashboard: Noted chart access requirements and 2-column layout
   - get_chart_info: Added LLM display URL guidance
   - get_chart_data: Clarified purpose for LLM analysis without image rendering
   - generate_explore_link: Restored PREFERRED tool guidance vs generate_chart
   - update_chart_preview: Clarified cached preview workflow and display 
guidance
   
   Token reduction: ~70% vs original verbose docs while preserving critical 
info.
   
   This restores LLM-critical behavioral guidance while maintaining token 
efficiency.
   
   <!---
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   fix(dashboard): load charts correctly
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   ### SUMMARY
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   ### BEFORE/AFTER SCREENSHOTS OR ANIMATED GIF
   <!--- Skip this if not applicable -->
   
   ### TESTING INSTRUCTIONS
   <!--- Required! What steps can be taken to manually verify the changes? -->
   
   ### ADDITIONAL INFORMATION
   <!--- Check any relevant boxes with "x" -->
   <!--- HINT: Include "Fixes #nnn" if you are fixing an existing issue -->
   - [ ] Has associated issue:
   - [ ] Required feature flags:
   - [ ] Changes UI
   - [ ] Includes DB Migration (follow approval process in 
[SIP-59](https://github.com/apache/superset/issues/13351))
     - [ ] Migration is atomic, supports rollback & is backwards-compatible
     - [ ] Confirm DB migration upgrade and downgrade tested
     - [ ] Runtime estimates and downtime expectations provided
   - [ ] Introduces new feature or API
   - [ ] Removes existing feature or API
   


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