II.
LibraryAgent JSON
Structured · livelib-agent:security-research--vuln-researcher
Vulnerability Researcher Agent json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "lib-agent:security-research--vuln-researcher",
"_kind": "LibraryAgent",
"_file": "generated-library/agents.yaml",
"_cluster": "generated-library",
"attributes": {
"displayName": "Vulnerability Researcher Agent",
"description": "Expert vulnerability researcher with deep knowledge of vulnerability classes and discovery techniques",
"libraryPath": "library/specializations/security-research/agents/vuln-researcher/AGENT.md",
"specialization": "security-research",
"role": "Senior Vulnerability Researcher",
"expertise": [
"Memory corruption vulnerabilities (buffer overflow, UAF, heap)",
"Logic vulnerabilities and authentication bypasses",
"Injection vulnerabilities (SQL, command, LDAP)",
"Cryptographic weaknesses and implementation flaws",
"Race conditions and TOCTOU issues",
"Deserialization vulnerabilities"
]
},
"outgoingEdges": [
{
"from": "lib-agent:security-research--vuln-researcher",
"to": "skill-area:vulnerability-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:security-research--vuln-researcher",
"to": "skill-area:code-cybersecurity",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:security-research--vuln-researcher",
"to": "domain:cybersecurity",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:security-research--vuln-researcher",
"to": "role:security-engineer",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:security-research--vuln-researcher",
"to": "workflow:vulnerability-management",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:security-research--vuln-researcher",
"to": "workflow:penetration-testing-cycle",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:security-research--vuln-researcher",
"to": "specialization:security-research",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
}
],
"incomingEdges": [
{
"from": "lib-process:security-research--ai-ml-security-research",
"to": "lib-agent:security-research--vuln-researcher",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
},
{
"from": "lib-process:security-research--binary-reverse-engineering",
"to": "lib-agent:security-research--vuln-researcher",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
},
{
"from": "lib-process:security-research--dynamic-analysis-runtime-testing",
"to": "lib-agent:security-research--vuln-researcher",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
},
{
"from": "lib-process:security-research--responsible-disclosure",
"to": "lib-agent:security-research--vuln-researcher",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
},
{
"from": "lib-process:security-research--security-advisory-writing",
"to": "lib-agent:security-research--vuln-researcher",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
},
{
"from": "lib-process:security-research--security-research-publication",
"to": "lib-agent:security-research--vuln-researcher",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
},
{
"from": "lib-process:security-research--security-tool-development",
"to": "lib-agent:security-research--vuln-researcher",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
},
{
"from": "lib-process:security-research--static-code-analysis",
"to": "lib-agent:security-research--vuln-researcher",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
},
{
"from": "lib-process:security-research--variant-analysis",
"to": "lib-agent:security-research--vuln-researcher",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
},
{
"from": "lib-process:security-research--vulnerability-research-workflow",
"to": "lib-agent:security-research--vuln-researcher",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
},
{
"from": "lib-process:security-research--vulnerability-root-cause-analysis",
"to": "lib-agent:security-research--vuln-researcher",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
}
]
}