II.
Specialization JSON
Structured · livespecialization:meta
Meta / Process Engineering json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "specialization:meta",
"_kind": "Specialization",
"_file": "domain/specializations/specializations-library-match.yaml",
"_cluster": "domain",
"attributes": {
"displayName": "Meta / Process Engineering",
"description": "Meta-level process engineering and workflow design for software development\nteams. Covers developer experience, tooling strategy, process improvement,\nand engineering effectiveness measurement.\n"
},
"outgoingEdges": [
{
"from": "specialization:meta",
"to": "domain:software-engineering",
"kind": "specializes"
}
],
"incomingEdges": [
{
"from": "skill-area:process-improvement",
"to": "specialization:meta",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "lib-agent:meta--agent-designer",
"to": "specialization:meta",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:meta--process-architect",
"to": "specialization:meta",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:meta--quality-assessor",
"to": "specialization:meta",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:meta--skill-designer",
"to": "specialization:meta",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:meta--specialization-curator",
"to": "specialization:meta",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:meta--technical-writer",
"to": "specialization:meta",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:meta--agent-creation",
"to": "specialization:meta",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:meta--antigravity",
"to": "specialization:meta",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:meta--claude-agent-sdk-custom-agent",
"to": "specialization:meta",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:meta--codex",
"to": "specialization:meta",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:meta--cursor",
"to": "specialization:meta",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:meta--custom-agent-shared-assimilation",
"to": "specialization:meta",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:meta--gemini-cli",
"to": "specialization:meta",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:meta--generic",
"to": "specialization:meta",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:meta--github-copilot",
"to": "specialization:meta",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:meta--langchain-langgraph-custom-agent",
"to": "specialization:meta",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:meta--oh-my-pi",
"to": "specialization:meta",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:meta--openai-agents-sdk-custom-agent",
"to": "specialization:meta",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:meta--openclaw",
"to": "specialization:meta",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:meta--opencode",
"to": "specialization:meta",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:meta--pi",
"to": "specialization:meta",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:meta--shared-assimilation",
"to": "specialization:meta",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:meta--vercel-ai-sdk-custom-agent",
"to": "specialization:meta",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:meta--methodology-assimilation",
"to": "specialization:meta",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:meta--plugin-creation",
"to": "specialization:meta",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:meta--plugin-creation",
"to": "specialization:meta",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:meta--plugin-creation",
"to": "specialization:meta",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:meta--plugin-creation",
"to": "specialization:meta",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:meta--plugin-creation",
"to": "specialization:meta",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:meta--plugin-creation",
"to": "specialization:meta",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:meta--plugin-creation",
"to": "specialization:meta",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:meta--plugin-creation",
"to": "specialization:meta",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:meta--plugin-creation",
"to": "specialization:meta",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:meta--process-creation",
"to": "specialization:meta",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:meta--skill-creation",
"to": "specialization:meta",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:meta--specialization-creation",
"to": "specialization:meta",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:meta--specialization-validator",
"to": "specialization:meta",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:meta--examples",
"to": "specialization:meta",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:meta--agent-generator",
"to": "specialization:meta",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:meta--process-analyzer",
"to": "specialization:meta",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:meta--process-generator",
"to": "specialization:meta",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:meta--process-integrator",
"to": "specialization:meta",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:meta--process-validator",
"to": "specialization:meta",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:meta--skill-generator",
"to": "specialization:meta",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:meta--specialization-researcher",
"to": "specialization:meta",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:meta--specialization-validator",
"to": "specialization:meta",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "page:library-meta",
"to": "specialization:meta",
"kind": "documents"
}
]
}