II.
Topic JSON
Structured · livetopic:quality-assurance
Quality Assurance json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "topic:quality-assurance",
"_kind": "Topic",
"_file": "domain/topics/topics-missing.yaml",
"_cluster": "domain",
"attributes": {
"displayName": "Quality Assurance",
"description": "QA processes covering test planning, defect tracking, regression testing,\nand quality gate enforcement. Bridges manual testing practices with\nautomated test frameworks and CI/CD pipelines.\n"
},
"outgoingEdges": [
{
"from": "topic:quality-assurance",
"to": "domain:qa-testing",
"kind": "applies_to"
},
{
"from": "topic:quality-assurance",
"to": "domain:software-engineering",
"kind": "applies_to"
}
],
"incomingEdges": [
{
"from": "domain:qa-testing",
"to": "topic:quality-assurance",
"kind": "contains",
"attributes": {}
},
{
"from": "lib-agent:meta--quality-assessor",
"to": "topic:quality-assurance",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:accessibility--wcag-audit-remediation",
"to": "topic:quality-assurance",
"kind": "lib_covers_topic",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:communication--multi-audience-announcement-pipeline",
"to": "topic:quality-assurance",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:customer-support--onboarding-lifecycle",
"to": "topic:quality-assurance",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:customer-support--ticket-lifecycle",
"to": "topic:quality-assurance",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:developer-relations--devrel-campaign",
"to": "topic:quality-assurance",
"kind": "lib_covers_topic",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:knowledge-management--knowledge-lifecycle-workflow",
"to": "topic:quality-assurance",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:legal--contract-lifecycle-workflow",
"to": "topic:quality-assurance",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:marketing--marketing-campaign-workflow",
"to": "topic:quality-assurance",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:procurement--procurement-lifecycle",
"to": "topic:quality-assurance",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:social-sciences--empirical-study-lifecycle-workflow",
"to": "topic:quality-assurance",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:internationalization--localization-lifecycle",
"to": "topic:quality-assurance",
"kind": "lib_covers_topic",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-process:research--research-publication-workflow",
"to": "topic:quality-assurance",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:meta--process-validator",
"to": "topic:quality-assurance",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:meta--specialization-validator",
"to": "topic:quality-assurance",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:shared--kip-librarian",
"to": "topic:quality-assurance",
"kind": "lib_covers_topic",
"attributes": {
"weight": 0.7
}
}
]
}