II.
SkillArea JSON
Structured · liveskill-area:audio-processing
Audio Processing Libraries and Services json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "skill-area:audio-processing",
"_kind": "SkillArea",
"_file": "domain/skill-areas/curated-ml-data-agent-task-skill-areas.yaml",
"_cluster": "domain",
"attributes": {
"displayName": "Audio Processing Libraries and Services",
"description": "Working with audio-domain pipelines - waveform handling, feature\nextraction, segmentation, streaming analysis, and model-ready transforms.\n",
"domains": [
"domain:data-science",
"domain:ml-ops"
],
"expertiseLevels": [
"intermediate",
"expert"
]
},
"outgoingEdges": [
{
"from": "skill-area:audio-processing",
"to": "domain:data-science",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:audio-processing",
"to": "domain:ml-ops",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "skill-area:audio-processing",
"to": "skill-area:video-processing",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "recommended"
}
},
{
"from": "skill-area:audio-processing",
"to": "skill-area:media-encoding",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "recommended"
}
},
{
"from": "skill-area:audio-processing",
"to": "skill-area:streaming-protocols",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "recommended"
}
},
{
"from": "skill-area:audio-processing",
"to": "skill-area:image-processing",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "recommended"
}
}
],
"incomingEdges": [
{
"from": "specialization:audio-engineering",
"to": "skill-area:audio-processing",
"kind": "contains"
},
{
"from": "stack-profile:voice-ai-agent",
"to": "skill-area:audio-processing",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:podcast-audio-platform",
"to": "skill-area:audio-processing",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:podcast-network",
"to": "skill-area:audio-processing",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:music-streaming-backend",
"to": "skill-area:audio-processing",
"kind": "requires_skill_area"
},
{
"from": "lib-agent:ai-agents-conversational--voice-ai-specialist",
"to": "skill-area:audio-processing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:arts-culture--production-coordinator-agent",
"to": "skill-area:audio-processing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:arts-culture--album-curator-agent",
"to": "skill-area:audio-processing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:arts-culture--music-producer-agent",
"to": "skill-area:audio-processing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:humanities--documentary-linguist",
"to": "skill-area:audio-processing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:humanities--oral-historian",
"to": "skill-area:audio-processing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:game-development--audio-architect",
"to": "skill-area:audio-processing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:game-development--audio-programmer",
"to": "skill-area:audio-processing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:media--media-production-pipeline",
"to": "skill-area:audio-processing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-process:media--music-generation",
"to": "skill-area:audio-processing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:media--speech-generation",
"to": "skill-area:audio-processing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:arts-culture--sound-design-direction",
"to": "skill-area:audio-processing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:arts-culture--album-conceptualization",
"to": "skill-area:audio-processing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:arts-culture--music-prompt-engineering",
"to": "skill-area:audio-processing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:arts-culture--production-guidance",
"to": "skill-area:audio-processing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:arts-culture--style-specification",
"to": "skill-area:audio-processing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:arts-culture--track-sequencing",
"to": "skill-area:audio-processing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:arts-culture--vocal-direction",
"to": "skill-area:audio-processing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:education--multimedia-learning-design",
"to": "skill-area:audio-processing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:humanities--ipa-transcription-phonological",
"to": "skill-area:audio-processing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:humanities--oral-history-interview-technique",
"to": "skill-area:audio-processing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:social-sciences--interview-facilitation",
"to": "skill-area:audio-processing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:game-development--adaptive-music",
"to": "skill-area:audio-processing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:game-development--audio-dsp",
"to": "skill-area:audio-processing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:game-development--procedural-audio",
"to": "skill-area:audio-processing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:game-development--spatial-audio",
"to": "skill-area:audio-processing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:game-development--unreal-metasounds",
"to": "skill-area:audio-processing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:game-development--voice-chat",
"to": "skill-area:audio-processing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "role:audio-engineer",
"to": "skill-area:audio-processing",
"kind": "requires_expertise",
"attributes": {}
},
{
"from": "role:speech-engineer",
"to": "skill-area:audio-processing",
"kind": "requires_expertise",
"attributes": {}
}
]
}