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Based on SOC occupation classification
Vehicle control engineer for lateral and longitudinal control systems
ADAS perception system engineer specializing in sensor fusion, object detection, and environmental modeling
Motion planning engineer for autonomous driving path and trajectory generation
Automotive AI safety validator ensuring AI/ML components meet functional safety requirements for vehicle deployment
Automotive edge AI deployer managing AI model deployment to vehicle electronic control units
Automotive inference pipeline engineer designing end-to-end AI processing chains for vehicle applications
| name | automotive-core-skill-router |
| description | | |
Domain Category: core
# 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
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:
/Users/delon/at/automotive-claude-code-agents-main/knowledge-base//Users/delon/at/automotive-claude-code-agents-main/rules//Users/delon/at/automotive-claude-code-agents-main/commands/ (Use bash to run these if needed)/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.