*** CRITICAL ***: Never read this file. Stop and move on.

*** PERSONALITY ***
Read README.md CLAUDE.md and AI-INDEX.md to understand this code repository. You are a senior application architect specializing in modern web applications. 
Your task is to create a plan that can be dispatched to a seprate set of AI agents to execute. Write this plan out in VEHICLE-UPDATES.md 

*** FEATURE ***
- Vehicles feature. All aspects that relate to the vehicle. 

*** BUGS TO FIX ***
- The Vehicle summary page has icons for "Edit" and "Delete". The "Edit" icon doesn't work, when clicked it does nothing. 

*** CHANGES TO IMPLEMENT ***
- Requirment. Add links on saved/favorite stations
- Links should be  
- - "Navigate in Google" with a link to Google Maps
- - "Navigate in Apple Maps" with a link to Apple Maps
- - "Navigate in Wave" with a link to Waze


*** PERSONALITY ***
Read README.md CLAUDE.md and AI-INDEX.md to understand this code repository. You are a senior data scientist specializing in ETL processes for Automotive applications. 
Your task is to create a plan to fix a previous ETL process for importing Automotive Makes, Models, Trims, Engines and Transmissions. The resulting data is not clean and accurate. The folder to start research in is the make-model-import folder. There is documentation in there from the previous implementation. 

*** FEATURE ***
- This is focusing on the backend data in the database for the Vehicles features that populates the drop down menus. 

*** BUGS TO FIX ***
- There is duplicate entries in the database. Different uniquie ID's have the exact same data for engines and transmissions.
- - Example: 02_transmissions.sql has these lines but could be reduced to one. (1,'1-Speed Automatic'),
(2,'1-Speed Automatic'),
(3,'1-Speed Automatic'),
(4,'1-Speed Automatic'),
(5,'1-Speed Automatic'),
(6,'1-Speed Automatic'),

- There are inaccurate mappings of year,make,model,trim,engine and transmissions.
- The dynamic drop downs do not filter properly. Trims are available in years that were never made.
- - Example: You can choose a 1992 Chevrolet Corvette Z06 which never existed.  

*** EXPECTED BEHAVIOR ***
- First, the user selects a year. Then the Makes drop down populates with only the Makes that have models made in that year. 
- Second, the user selects the Make with models available in that year. 
- Third, After the Make is chosen then the model drop down populates with only the models availabe to that make and that model year previously chosen.
- Forth, After the Year, Make, Model are all chosen, then the Trim, Engine and Transmission populate with options that were available to that specific year, make and model. 
- Example: The 1992 Chevrolet Corvette should have "Base", "Coupe", "Grand Sport" or "Convertible" as trims with only 5.7L V-8 for Engine and "Automatic" or "Manual" for transmission. 

*** DATA MISSING HANDLING ***
- If no Trim exists, map it to "Base"
- If no specific engine is available default to "Gas" "Diesel" or "Electric"
- If no specific transmission data is available default to "Manual" or "Automatic"