II.
Specialization JSON
Structured · livespecialization:embedded-systems
specialization:embedded-systems json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "specialization:embedded-systems",
"_kind": "Specialization",
"_file": "domain/specializations/spec-tool-bridges.yaml",
"_cluster": "domain",
"attributes": {},
"outgoingEdges": [
{
"from": "specialization:embedded-systems",
"to": "library:freertos",
"kind": "uses_library"
},
{
"from": "specialization:embedded-systems",
"to": "library:zephyr-rtos",
"kind": "uses_library"
},
{
"from": "specialization:embedded-systems",
"to": "tool:make",
"kind": "uses_tool"
},
{
"from": "specialization:embedded-systems",
"to": "domain:embedded-systems",
"kind": "specializes"
}
],
"incomingEdges": [
{
"from": "domain:edge-computing",
"to": "specialization:embedded-systems",
"kind": "contains"
},
{
"from": "domain:brain-computer-interfaces",
"to": "specialization:embedded-systems",
"kind": "contains"
},
{
"from": "domain:wearable-tech",
"to": "specialization:embedded-systems",
"kind": "contains"
},
{
"from": "domain:industrial-automation",
"to": "specialization:embedded-systems",
"kind": "contains"
},
{
"from": "domain:space-tech",
"to": "specialization:embedded-systems",
"kind": "contains"
},
{
"from": "domain:defense-tech",
"to": "specialization:embedded-systems",
"kind": "contains"
},
{
"from": "domain:embedded-systems",
"to": "specialization:embedded-systems",
"kind": "contains"
},
{
"from": "domain:proptech",
"to": "specialization:embedded-systems",
"kind": "contains"
},
{
"from": "domain:electric-vehicles",
"to": "specialization:embedded-systems",
"kind": "contains"
},
{
"from": "domain:home-automation",
"to": "specialization:embedded-systems",
"kind": "contains"
},
{
"from": "domain:iot",
"to": "specialization:embedded-systems",
"kind": "contains",
"attributes": {}
},
{
"from": "role:embedded-engineer",
"to": "specialization:embedded-systems",
"kind": "requires_skill",
"attributes": {
"level": "expert"
}
},
{
"from": "skill-area:device-drivers",
"to": "specialization:embedded-systems",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:communication-protocols",
"to": "specialization:embedded-systems",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:sensor-libraries",
"to": "specialization:embedded-systems",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:hardware-interface-testing",
"to": "specialization:embedded-systems",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:real-time-behavior-testing",
"to": "specialization:embedded-systems",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:power-consumption-testing",
"to": "specialization:embedded-systems",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:environmental-stress-testing",
"to": "specialization:embedded-systems",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:safety-critical-testing",
"to": "specialization:embedded-systems",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:firmware-testing",
"to": "specialization:embedded-systems",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:protocol-conformance-testing",
"to": "specialization:embedded-systems",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:firmware-development",
"to": "specialization:embedded-systems",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:real-time-os",
"to": "specialization:embedded-systems",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:hardware-abstraction-layer",
"to": "specialization:embedded-systems",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:peripheral-interfacing",
"to": "specialization:embedded-systems",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:bootloader-design",
"to": "specialization:embedded-systems",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:low-power-design",
"to": "specialization:embedded-systems",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:rtos-programming",
"to": "specialization:embedded-systems",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "lib-agent:embedded-systems--bootloader-expert",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:embedded-systems--comm-protocol-expert",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:embedded-systems--device-driver-expert",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:embedded-systems--embedded-security-expert",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:embedded-systems--embedded-tech-writer",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:embedded-systems--embedded-test-engineer",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:embedded-systems--firmware-architect",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:embedded-systems--hw-bringup-specialist",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:embedded-systems--performance-optimization-agent",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:embedded-systems--power-optimization-expert",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:embedded-systems--rtos-expert",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:embedded-systems--safety-compliance-expert",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:embedded-systems--bootloader-implementation",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:embedded-systems--bsp-development",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:embedded-systems--code-size-optimization",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:embedded-systems--device-driver-development",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:embedded-systems--dma-optimization",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:embedded-systems--embedded-unit-testing",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:embedded-systems--execution-speed-profiling",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:embedded-systems--field-diagnostics",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:embedded-systems--firmware-api-documentation",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:embedded-systems--functional-safety-certification",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:embedded-systems--hardware-bring-up",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:embedded-systems--hardware-software-codesign",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:embedded-systems--hil-testing",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:embedded-systems--hw-sw-interface-specification",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:embedded-systems--isr-design",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:embedded-systems--low-power-design",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:embedded-systems--memory-architecture-planning",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:embedded-systems--misra-c-compliance",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:embedded-systems--ota-firmware-update",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:embedded-systems--power-consumption-profiling",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:embedded-systems--real-time-architecture-design",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:embedded-systems--real-time-performance-validation",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:embedded-systems--rtos-integration",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:embedded-systems--secure-boot-implementation",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:embedded-systems--signal-integrity-testing",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:embedded-systems--version-control-config-management",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:embedded-systems--arm-cortex-m",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:embedded-systems--can-bus",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:embedded-systems--communication-protocols",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:embedded-systems--embedded-crypto",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:embedded-systems--embedded-docs",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:embedded-systems--environmental-stress-testing",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:embedded-systems--firmware-testing",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:embedded-systems--freertos-integration",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:embedded-systems--hardware-interface-testing",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:embedded-systems--jtag-swd-debug",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:embedded-systems--linker-script",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:embedded-systems--memory-analysis",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:embedded-systems--misra-c-analysis",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:embedded-systems--motor-control",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:embedded-systems--nordic-nrf",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:embedded-systems--ota-firmware-update",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:embedded-systems--power-consumption-testing",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:embedded-systems--power-profiler",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:embedded-systems--protocol-analyzer",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:embedded-systems--protocol-conformance-testing",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:embedded-systems--real-time-behavior-testing",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:embedded-systems--safety-critical-testing",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:embedded-systems--scope-logic-analyzer",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:embedded-systems--sensor-libraries",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:embedded-systems--stm32-hal",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:embedded-systems--unity-ceedling-test",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:embedded-systems--usb-stack",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:embedded-systems--wireless-protocols",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:embedded-systems--zephyr-rtos",
"to": "specialization:embedded-systems",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "page:library-embedded-systems",
"to": "specialization:embedded-systems",
"kind": "documents"
}
]
}