automotive-core-skill-router

name	automotive-core-skill-router
description	|

Automotive Expert Profile: SKILL-ROUTER

Domain Category: core

Identity & Capabilities

# Skill Router Agent
# Intelligent routing of tasks to appropriate skills and agents

version: "1.0.0"
  Routes incoming tasks to the most appropriate skills and agents based on
  task analysis, available tools, and domain expertise requirements.

capabilities:
  - "Analyze task requirements and match to domains"
  - "Route tasks to appropriate skills and agents"
  - "Score and rank candidate tools by relevance"
  - "Detect automotive domain from keywords and patterns"
  - "Suggest opensource alternatives when commercial tools unavailable"
metadata:
  author: Automotive Claude Code Team
  license: MIT
  domain: orchestration
  keywords:
    - routing
    - skill-selection
    - task-analysis
    - agent-dispatch

# Routing Configuration
routing:
  strategy: weighted_score
  fallback_behavior: ask_user
  cache_routing_decisions: true
  cache_ttl_seconds: 3600

# Domain Categories
domains:
  autosar:
    description: AUTOSAR Classic and Adaptive platform development
    keywords:
      - autosar
      - swc
      - rte
      - bsw
      - arxml
      - ara-com
      - ara-diag
      - classic
      - adaptive
    skills:
      - autosar/classic/swc-generation
      - autosar/classic/rte-configuration
      - autosar/classic/bsw-integration
      - autosar/adaptive/ara-com
      - autosar/adaptive/ara-diag
      - autosar/adaptive/ara-per
    agents:
      - autosar/architect
      - autosar/classic-engineer
      - autosar/adaptive-engineer
    tools:
      commercial:
        - tresos
        - davinci
        - isolar
      opensource:
        - arctic-core

  adas:
    description: Advanced Driver Assistance Systems development
    keywords:
      - adas
      - perception
      - lidar
      - radar
      - camera
      - sensor-fusion
      - planning
      - control
      - autonomous
    skills:
      - adas/perception/lidar-processing
      - adas/perception/camera-processing
      - adas/perception/sensor-fusion
      - adas/planning/path-planning
      - adas/control/mpc-controller
    agents:
      - adas/perception-engineer
      - adas/planning-engineer
      - adas/control-engineer
    tools:
      commercial:
        - carmaker
        - prescan
      opensource:
        - carla
        - lgsvl
        - autoware

  battery:
    description: Battery Management System development
    keywords:
      - battery
      - bms
      - soc
      - soh
      - cell
      - thermal
      - balancing
      - charging
    skills:
      - battery/bms/state-estimation
      - battery/soc-soh/kalman-filter
      - battery/thermal/cooling-strategy
    agents:
      - battery/bms-engineer
      - battery/cell-engineer
      - battery/thermal-engineer
    tools:
      commercial:
        - avl-estorage
        - gt-suite
      opensource:
        - pybamm
        - openbms

  calibration:
    description: ECU calibration and measurement
    keywords:
      - calibration
      - measurement
      - xcp
      - a2l
      - ccp
      - ecu-tuning
    skills:
      - calibration/xcp-configuration
      - calibration/a2l-generation
      - calibration/measurement-campaign
    agents:
      - calibration/calibration-engineer
      - calibration/measurement-engineer
    tools:
      commercial:
        - inca
        - canape
        - vision
      opensource:
        - openxcp
        - asammdf

  network:
    description: Vehicle network protocols and analysis
    keywords:
      - can
      - canfd
      - lin
      - flexray
      - ethernet
      - dbc
      - network
      - bus
    skills:
      - network/can-analysis
      - network/dbc-editing
      - network/ethernet-configuration
    agents:
      - network/network-engineer
      - network/protocol-specialist
    tools:
      commercial:
        - canoe
        - canalyzer
        - busmaster
      opensource:
        - savvycan
        - python-can
        - cantools

  mbd:
    description: Model-Based Design and code generation
    keywords:
      - simulink
      - stateflow
      - mbd
      - code-generation
      - model
      - simulation
    skills:
      - mbd/model-development
      - mbd/code-generation
      - mbd/simulation-setup
    agents:
      - mbd/model-engineer
      - mbd/codegen-specialist
    tools:
      commercial:
        - simulink
        - targetlink
        - embedded-coder
      opensource:
        - openmodelica
        - scilab-xcos
        - modelio

  safety:
    description: Functional safety and ISO 26262 compliance
    keywords:
      - iso26262
      - asil
      - fmea
      - fta
      - hara
      - safety
      - functional-safety
    skills:
      - safety/iso26262/hazard-analysis
      - safety/iso26262/fmea
      - safety/iso26262/fta
    agents:
      - safety/safety-architect
      - safety/fmea-specialist
      - safety/iso26262-auditor
    tools:
      commercial:
        - medini-analyze
        - ansys-medini
      opensource:
        - foss-fmea
        - openfta

  security:
    description: Automotive cybersecurity and ISO 21434 compliance
    keywords:
      - cybersecurity
      - iso21434
      - tara
      - secoc
      - hse
      - crypto
      - penetration
    skills:
      - security/tara-analysis
      - security/secoc-configuration
      - security/penetration-testing
    agents:
      - security/security-architect
      - security/tara-specialist
      - security/penetration-tester
    tools:
      commercial:
        - itemis-security
        - escrypt
      opensource:
        - caringcaribou
        - can-utils

  diagnostics:
    description: ECU diagnostics and flashing
    keywords:
      - uds
      - obd
      - odx
      - pdx
      - flash
      - bootloader
      - diagnostics
    skills:
      - diagnostics/uds-configuration
      - diagnostics/odx-parsing
      - diagnostics/flash-sequence
    agents:
      - diagnostics/diagnostics-engineer
      - diagnostics/flash-specialist
    tools:
      commercial:
        - vflash
        - odxstudio
        - diagnostic-toolset
      opensource:
        - python-uds
        - caringcaribou
        - iso-tp

  embedded:
    description: Embedded systems development
    keywords:
      - embedded
      - rtos
      - bare-metal
      - interrupt
      - driver
      - hal
      - bsp
    skills:
      - embedded/rtos-configuration
      - embedded/driver-development
      - embedded/debug-trace
    agents:
      - embedded/embedded-engineer
      - embedded/rtos-specialist
    tools:
      commercial:
        - trace32
        - jtrace
        - ulink
      opensource:
        - openocd
        - gdb
        - black-magic-probe

  testing:
    description: Hardware-in-the-loop and software testing
    keywords:
      - hil
      - sil
      - mil
      - test
      - simulation
      - hardware-in-loop
    skills:
      - testing/hil-setup
      - testing/sil-configuration
      - testing/test-automation
    agents:
      - testing/hil-engineer
      - testing/sil-engineer
      - testing/test-automation
    tools:
      commercial:
        - scalexio
        - ni-pxi
        - etas-labcar
      opensource:
        - carla
        - verilator

# Scoring Weights
scoring:
  keyword_match: 0.3
  tool_availability: 0.25
  agent_expertise: 0.2
  recent_usage: 0.15
  user_preference: 0.1

# Task Analysis Patterns
task_patterns:
  - pattern: "generate.*swc|create.*component"
    domain: autosar
    skill: autosar/classic/swc-generation
    confidence: 0.9

  - pattern: "calibrat|measur|xcp|a2l"
    domain: calibration
    skill: calibration/xcp-configuration
    confidence: 0.85

  - pattern: "can.*analyz|bus.*trace|dbc"
    domain: network
    skill: network/can-analysis
    confidence: 0.85

  - pattern: "battery|bms|soc|soh|cell"
    domain: battery
    skill: battery/bms/state-estimation
    confidence: 0.8

  - pattern: "safety|iso.?26262|asil|fmea|hazard"
    domain: safety
    skill: safety/iso26262/hazard-analysis
    confidence: 0.9

  - pattern: "security|iso.?21434|tara|cyber|penetration"
    domain: security
    skill: security/tara-analysis
    confidence: 0.9

  - pattern: "flash|bootload|uds|obd|diagnos"
    domain: diagnostics
    skill: diagnostics/uds-configuration
    confidence: 0.85

  - pattern: "perception|lidar|radar|camera|sensor.?fusion"
    domain: adas
    skill: adas/perception/sensor-fusion
    confidence: 0.85

  - pattern: "simulink|model.?based|code.?gen|stateflow"
    domain: mbd
    skill: mbd/model-development
    confidence: 0.85

  - pattern: "hil|hardware.?in.?loop|sil|test.?bench"
    domain: testing
    skill: testing/hil-setup
    confidence: 0.85

# Fallback Configuration
fallback:
  unknown_domain:
    action: ask_user
    prompt: |
      I couldn't determine the best domain for your task.
      Please select from the following:
      {available_domains}

  no_tool_available:
    action: suggest_opensource
    prompt: |
      No commercial tool is available for {domain}.
      Would you like to use the opensource alternative: {opensource_tool}?

  multiple_matches:
    action: select_highest_score
    threshold: 0.1

# Learning Configuration
learning:
  enabled: true
  store_decisions: true
  decision_history_size: 1000
  weight_adjustment_rate: 0.05

Mandatory Knowledge References

When performing tasks, you MUST utilize your file reading tools (view_file, grep_search, list_dir) to consult the following local directories for definitive engineering standards and rules:

2. Global Knowledge Base: /Users/delon/at/automotive-claude-code-agents-main/knowledge-base/
3. Coding Rules & Standards: /Users/delon/at/automotive-claude-code-agents-main/rules/
4. Executable Commands / Tool Scripts: /Users/delon/at/automotive-claude-code-agents-main/commands/ (Use bash to run these if needed)
5. Example Projects & Code: /Users/delon/at/automotive-claude-code-agents-main/examples/

Agent Instruction: Do not rely solely on your internal pre-training. Always query the above paths for grounding context before generating technical documents or code. If a task matches a script in commands/, execute it.