II.
SkillArea JSON
Structured · liveskill-area:vulnerability-management
Vulnerability Management json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "skill-area:vulnerability-management",
"_kind": "SkillArea",
"_file": "domain/skill-areas/skill-areas-technical-depth.yaml",
"_cluster": "domain",
"attributes": {
"displayName": "Vulnerability Management",
"description": "End-to-end vulnerability lifecycle — scanning, triage, remediation\ntracking, and SLA enforcement. Covers CVE databases, dependency\nscanning (Snyk, Dependabot, Trivy), container image scanning, and\nrisk-based prioritization for patching decisions.\n",
"domains": [
"specialization:security-compliance",
"specialization:security-research"
],
"expertiseLevels": [
"intermediate",
"expert"
]
},
"outgoingEdges": [
{
"from": "skill-area:vulnerability-management",
"to": "specialization:security-compliance",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
}
],
"incomingEdges": [
{
"from": "skill-area:network-security",
"to": "skill-area:vulnerability-management",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "recommended"
}
},
{
"from": "lib-agent:code-migration-modernization--security-vulnerability-assessor",
"to": "skill-area:vulnerability-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:healthcare--compliance-readiness-manager",
"to": "skill-area:vulnerability-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:security-compliance--patch-management-agent",
"to": "skill-area:vulnerability-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:security-compliance--remediation-guidance-agent",
"to": "skill-area:vulnerability-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:security-compliance--risk-scoring-agent",
"to": "skill-area:vulnerability-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:security-compliance--vulnerability-triage-agent",
"to": "skill-area:vulnerability-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:security-research--security-report-writer",
"to": "skill-area:vulnerability-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:security-research--vuln-researcher",
"to": "skill-area:vulnerability-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:collaboration--pr-lifecycle-security",
"to": "skill-area:vulnerability-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:code-migration-modernization--vulnerability-scanner",
"to": "skill-area:vulnerability-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:healthcare--regulatory-compliance-assessment",
"to": "skill-area:vulnerability-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:security-compliance--vendor-risk-monitor",
"to": "skill-area:vulnerability-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:security-compliance--vendor-security-questionnaire",
"to": "skill-area:vulnerability-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:security-research--cve-cwe-db",
"to": "skill-area:vulnerability-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "responsibility:zero-day-response",
"to": "skill-area:vulnerability-management",
"kind": "requires_expertise",
"attributes": {}
},
{
"from": "workflow:cve-triage",
"to": "skill-area:vulnerability-management",
"kind": "requires_skill_area",
"attributes": {}
}
]
}