Args:
    question: Question about vHAL implementation

Returns:
    Summary of relevant vHAL information from Android documentation

Args:
    keyword: Search term (e.g., "SEAT", "HVAC", "vehicle properties")
    category: Category to focus search on (default: "vhal")

Returns:
    Detailed information about the source code location and content

Args:
    property_or_category: Property name (e.g., "SEAT_MEMORY_SELECT") or category (e.g., "SEAT_MEMORY", "HVAC_BASIC")

Returns:
    Comprehensive analysis of related properties, dependencies, and suggested implementation order

This tool generates all necessary files, configurations, tests, and documentation
needed to implement a new VHAL property from scratch.

Args:
    name: Property name (e.g., "HVAC_STEERING_WHEEL_HEAT")
    property_id: Unique property ID (hex format, e.g., "0x15400A03")
    property_type: Data type (BOOLEAN, INT32, INT64, FLOAT, STRING, BYTES, *_VEC, MIXED)
    group: Property group (HVAC, SEAT, LIGHTS, POWER, CLIMATE, etc.)
    access: Access mode (READ, WRITE, READ_WRITE)
    change_mode: Change mode (STATIC, ON_CHANGE, CONTINUOUS)
    description: Property description for documentation
    units: Optional units (e.g., "celsius", "rpm")
    min_value: Optional minimum value for numeric types
    max_value: Optional maximum value for numeric types
    areas: Optional list of vehicle areas/zones
    enum_values: Optional dict of enum names and values for INT32 enum properties
    dependencies: Optional list of dependent property names
    sample_rate_hz: Optional sample rate for continuous properties

Returns:
    Complete implementation including all generated files, summary, and implementation guide

This tool creates a structured, professional PR description that includes all necessary
details about the VHAL property, implementation changes, testing requirements, and
review checklist.

Args:
    property_name: Property name (e.g., "HVAC_STEERING_WHEEL_HEAT")
    property_id: Unique property ID (hex format, e.g., "0x15400A03")
    property_type: Data type (BOOLEAN, INT32, INT64, FLOAT, STRING, BYTES, *_VEC, MIXED)
    group: Property group (HVAC, SEAT, LIGHTS, POWER, CLIMATE, etc.)
    access: Access mode (READ, WRITE, READ_WRITE)
    change_mode: Change mode (STATIC, ON_CHANGE, CONTINUOUS)
    description: Property description for documentation
    units: Optional units (e.g., "celsius", "rpm")
    min_value: Optional minimum value for numeric types
    max_value: Optional maximum value for numeric types
    areas: Optional list of vehicle areas/zones
    enum_values: Optional dict of enum names and values for INT32 enum properties
    dependencies: Optional list of dependent property names
    sample_rate_hz: Optional sample rate for continuous properties
    breaking_change: Whether this introduces breaking changes (default: False)
    jira_ticket: Optional JIRA ticket reference
    reviewer_suggestions: Optional list of specific review points

Returns:
    Complete pull request message ready to copy-paste into GitHub/GitLab

This tool provides an enhanced version of vHAL summaries that includes:
- Source URL validation to ensure information comes from accessible sources
- Confidence scoring based on source accessibility
- Clear citations showing which sources contributed to each piece of information
- Alternative source suggestions for failed URLs
- Transparency about cached vs. live data

Args:
    question: Question about vHAL implementation
    include_source_validation: Whether to validate URLs are accessible (default: True)
    max_sources_to_check: Maximum number of sources to validate (default: 10)
    
Returns:
    Enhanced summary with source citations, validation status, and confidence metrics

Args:
    property_name: The vHAL property name to analyze (e.g., "HVAC_STEERING_WHEEL_HEAT", "SEAT_MEMORY_SELECT")
    android_version: Optional Android version to analyze (e.g., "android13", "android14", "android15", "android16")
                    If not specified, uses Android 15 as default. Supported versions:
                    - android13: Android 13 (first vHAL introduction)
                    - android14: Android 14 (major vHAL changes)
                    - android15: Android 15 (current stable, default)
                    - android16: Android 16 (latest)

Returns:
    Comprehensive analysis of the property implementation including source code, dependencies, and usage examples

This tool follows Android best practices: check if a property already exists in the latest Android release
(currently Android 16) and either recommend using the existing property or generate a new VENDOR_ property
with proper naming convention.

Args:
    property_name: Requested property name (e.g., "SEAT_MASSAGE_INTENSITY")
    property_description: Description of what the property does
    property_type: Data type (BOOLEAN, INT32, INT64, FLOAT, STRING, BYTES, *_VEC, MIXED) - default: INT32
    group: Property group (HVAC, SEAT, LIGHTS, POWER, VENDOR, etc.) - default: VENDOR
    access: Access mode (READ, WRITE, READ_WRITE) - default: READ_WRITE
    change_mode: Change mode (STATIC, ON_CHANGE, CONTINUOUS) - default: ON_CHANGE
    units: Optional units (e.g., "celsius", "rpm")
    min_value: Optional minimum value for numeric types
    max_value: Optional maximum value for numeric types
    areas: Optional list of vehicle areas/zones
    enum_values: Optional dict of enum names and values for INT32 enum properties
    dependencies: Optional list of dependent property names
    sample_rate_hz: Optional sample rate for continuous properties
    android_version: Android version to check against (default: android16)

Returns:
    Comprehensive validation result with recommendations and implementation guidance