II.
SkillArea JSON
Structured · liveskill-area:vulnerability-scanning-remediation
Vulnerability Scanning and Remediation json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "skill-area:vulnerability-scanning-remediation",
"_kind": "SkillArea",
"_file": "domain/skill-areas/curated-domain-task-skill-areas.yaml",
"_cluster": "domain",
"attributes": {
"displayName": "Vulnerability Scanning and Remediation",
"description": "Finding and resolving known weaknesses - scan coverage, triage quality,\nremediation flow, retesting, and prioritization under risk.\n",
"domains": [
"domain:cybersecurity",
"specialization:security-research"
],
"expertiseLevels": [
"intermediate",
"expert"
]
},
"outgoingEdges": [
{
"from": "skill-area:vulnerability-scanning-remediation",
"to": "domain:cybersecurity",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:vulnerability-scanning-remediation",
"to": "specialization:security-research",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "skill-area:vulnerability-scanning-remediation",
"to": "skill-area:dependency-vulnerability-mgmt",
"kind": "requires_skill_area"
}
],
"incomingEdges": [
{
"from": "skill-area:application-security",
"to": "skill-area:vulnerability-scanning-remediation",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "recommended"
}
},
{
"from": "stack-profile:vulnerability-management-platform",
"to": "skill-area:vulnerability-scanning-remediation",
"kind": "requires_skill_area"
},
{
"from": "lib-agent:cryptography-blockchain--solidity-auditor",
"to": "skill-area:vulnerability-scanning-remediation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:security-compliance--vulnerability-triage-agent",
"to": "skill-area:vulnerability-scanning-remediation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:security-research--fuzzing-engineer",
"to": "skill-area:vulnerability-scanning-remediation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:devops-sre-platform--security-scanning",
"to": "skill-area:vulnerability-scanning-remediation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:cryptography-blockchain--bug-bounty",
"to": "skill-area:vulnerability-scanning-remediation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:cryptography-blockchain--evm-analysis",
"to": "skill-area:vulnerability-scanning-remediation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:cryptography-blockchain--mythril-symbolic",
"to": "skill-area:vulnerability-scanning-remediation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:cryptography-blockchain--slither-analysis",
"to": "skill-area:vulnerability-scanning-remediation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:security-compliance--aws-security-scanner",
"to": "skill-area:vulnerability-scanning-remediation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:security-compliance--azure-security-scanner",
"to": "skill-area:vulnerability-scanning-remediation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:security-compliance--container-security-scanner",
"to": "skill-area:vulnerability-scanning-remediation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:security-compliance--gcp-security-scanner",
"to": "skill-area:vulnerability-scanning-remediation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:security-compliance--iac-security-scanner",
"to": "skill-area:vulnerability-scanning-remediation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:security-compliance--multi-cloud-security-posture",
"to": "skill-area:vulnerability-scanning-remediation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:security-compliance--pci-dss-compliance-automator",
"to": "skill-area:vulnerability-scanning-remediation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:security-research--fuzzing-ops",
"to": "skill-area:vulnerability-scanning-remediation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
}
]
}