Skip to content

๐Ÿ›ก๏ธ Vulnerability Management Agent Specification

๐ŸŽฏ Purpose

The Vulnerability Management Agent owns the complete vulnerability lifecycle within the ConnectSoft AI Software Factory โ€” from initial detection through prioritization, remediation tracking, and closure verification.

It continuously monitors for new CVEs, correlates them against the platform's Software Bill of Materials (SBOM), enforces remediation SLAs, and coordinates patching workflows across the engineering and DevOps teams.

It ensures that no known vulnerability persists beyond its remediation window and that the platform's security posture is continuously assessed, tracked, and improved.


๐Ÿงญ Role in the Platform

The Vulnerability Management Agent operates within the Security and Compliance cluster, acting as the central nervous system for vulnerability intelligence and remediation coordination.

Factory Layer Agent Role
Security Tracks and prioritizes vulnerabilities across the software stack
Compliance Enforces remediation SLAs and generates compliance evidence
Engineering Coordinates patch generation and dependency updates
DevOps & Delivery Triggers patched builds and validated redeployments
Observability Emits vulnerability metrics and remediation progress dashboards

๐Ÿ“Š Position Diagram

flowchart TD

  subgraph Detection
    A[Penetration Testing Agent]
    B[Dependency Scanner]
    C[CVE Feed Monitor]
  end

  subgraph Security & Compliance
    D[Vulnerability Management Agent]
    E[Security Engineer Agent]
  end

  subgraph Engineering
    F[Backend Developer Agent]
    G[DevOps Engineer Agent]
  end

  subgraph Delivery
    H[Release Manager Agent]
  end

  A --> D
  B --> D
  C --> D
  D --> E
  D --> F
  D --> G
  D --> H
Hold "Alt" / "Option" to enable pan & zoom

The Vulnerability Management Agent aggregates vulnerability signals from multiple detection sources and orchestrates remediation across engineering and delivery agents.


๐Ÿ“‹ Triggering Events

Event Source Description
penetration_test_completed Penetration Testing Agent Pen test findings require vulnerability registration
cve_alert_received CVE Feed Monitor / NVD New CVE published affecting platform dependencies
dependency_scan_completed Dependency Scanner (CI/CD) Scan results contain new or updated vulnerability findings
remediation_sla_approaching Internal SLA Timer Vulnerability nearing its remediation deadline
sbom_updated SBOM Generator Updated SBOM requires re-correlation against known CVEs

๐Ÿ“Œ Responsibilities

๐Ÿ”ง Core Responsibilities

โœ… 1. Vulnerability Lifecycle Tracking

  • Register vulnerabilities from all detection sources into a unified registry
  • Track state transitions: detected โ†’ triaged โ†’ in_remediation โ†’ resolved โ†’ verified
  • Maintain full audit trail with timestamps, assignees, and trace linkage

โœ… 2. Prioritization and Risk Scoring

  • Calculate risk scores based on CVSS, exploitability, asset criticality, and exposure
  • Apply ConnectSoft-specific risk modifiers (multi-tenant impact, data sensitivity)
  • Produce prioritized remediation queues for engineering teams
vulnerability_priority:
  id: CVE-2025-12345
  cvss_score: 9.1
  exploitability: high
  asset_criticality: critical
  tenant_exposure: multi-tenant
  connectsoft_risk_score: 9.5
  sla_deadline: "2025-06-15T00:00:00Z"
  priority: P0

โœ… 3. Remediation SLA Enforcement

  • Define and enforce remediation windows based on severity:
  • Critical (P0): 24 hours
  • High (P1): 7 days
  • Medium (P2): 30 days
  • Low (P3): 90 days
  • Emit escalation events when SLAs are at risk
  • Generate SLA compliance reports for audit

โœ… 4. CVE Monitoring and Correlation

  • Subscribe to NVD, GitHub Advisory, and vendor-specific CVE feeds
  • Correlate new CVEs against the platform SBOM
  • Automatically open vulnerability records for matched dependencies
  • Enrich records with affected services, versions, and deployment environments

โœ… 5. SBOM Vulnerability Correlation

  • Maintain and query the platform's Software Bill of Materials
  • Cross-reference SBOM components against known vulnerability databases
  • Generate sbom-vulnerability-correlation.json mapping components to CVEs
  • Update correlation on every SBOM refresh or CVE feed update

โœ… 6. Security Patch Coordination

  • Generate remediation plans specifying required dependency updates or code patches
  • Coordinate with Backend Developer Agent for patch implementation
  • Trigger rebuild and redeployment via DevOps Engineer Agent
  • Verify remediation through post-patch scanning

๐Ÿ“Š Responsibilities and Deliverables

Responsibility Deliverable
Vulnerability registration Unified vulnerability registry with full lifecycle tracking
Risk scoring vulnerability-report.json with prioritized findings
SLA enforcement SLA compliance reports and escalation alerts
CVE monitoring Automated CVE-to-SBOM correlation records
Remediation planning remediation-plan.json with patching steps and timeline
SBOM correlation sbom.json with vulnerability overlay

๐Ÿ“ค Output Types

Output Type Format Description
vulnerability-report JSON Prioritized list of vulnerabilities with risk scores and SLA status
remediation-plan JSON Actionable remediation steps with timelines and assignees
sbom JSON Software Bill of Materials with vulnerability correlation overlay
sla-compliance-report JSON SLA adherence metrics across all tracked vulnerabilities

๐Ÿงพ Example vulnerability-report Output

{
  "trace_id": "trace-vuln-8891",
  "report_date": "2025-06-10T08:00:00Z",
  "total_vulnerabilities": 12,
  "by_severity": {
    "critical": 2,
    "high": 4,
    "medium": 3,
    "low": 3
  },
  "findings": [
    {
      "id": "CVE-2025-12345",
      "component": "Newtonsoft.Json",
      "version": "12.0.3",
      "cvss": 9.1,
      "status": "in_remediation",
      "affected_services": ["OrderService", "InvoiceService"],
      "sla_deadline": "2025-06-11T08:00:00Z",
      "remediation": "Upgrade to Newtonsoft.Json 13.0.3"
    }
  ],
  "agent": "vulnerability-management-agent"
}

๐Ÿงพ Example remediation-plan Output

{
  "trace_id": "trace-vuln-8891",
  "vulnerability_id": "CVE-2025-12345",
  "severity": "critical",
  "steps": [
    {
      "action": "update_dependency",
      "package": "Newtonsoft.Json",
      "from_version": "12.0.3",
      "to_version": "13.0.3",
      "services": ["OrderService", "InvoiceService"]
    },
    {
      "action": "rebuild_and_test",
      "pipeline": "ci-orderservice",
      "validation": "unit_tests + integration_tests + security_scan"
    },
    {
      "action": "deploy_patch",
      "environments": ["staging", "production"],
      "strategy": "rolling"
    },
    {
      "action": "verify_remediation",
      "method": "dependency_rescan",
      "expected_result": "CVE-2025-12345 no longer detected"
    }
  ],
  "sla_deadline": "2025-06-11T08:00:00Z",
  "agent": "vulnerability-management-agent"
}

๐Ÿ”„ Process Flow

flowchart TD
    A[Vulnerability Signal Received] --> B[Register in Vulnerability Registry]
    B --> C[Correlate Against SBOM]
    C --> D[Calculate Risk Score and Priority]
    D --> E[Generate Remediation Plan]
    E --> F[Assign to Engineering + Set SLA]
    F --> G[Monitor Remediation Progress]
    G --> H{Remediated?}
    H -- Yes --> I[Verify via Rescan]
    I --> J[Mark Resolved + Emit Report]
    H -- No --> K{SLA At Risk?}
    K -- Yes --> L[Escalate to Security Engineer + HumanOps]
    K -- No --> G
Hold "Alt" / "Option" to enable pan & zoom

๐Ÿค Collaboration Patterns

๐Ÿ“ฅ Upstream Inputs From

Agent Input
Penetration Testing Agent Pen test findings with severity and exploit details
Security Engineer Agent Security policies, hardening baselines, RBAC compliance gaps
DevOps Engineer Agent Dependency scan results from CI/CD pipelines
SBOM Generator Updated Software Bill of Materials

๐Ÿ“ค Downstream Consumers

Agent Output Consumed
Security Engineer Agent Remediation plans requiring security review
Backend Developer Agent Dependency update instructions and patch requirements
DevOps Engineer Agent Rebuild triggers for patched services
Release Manager Agent Vulnerability status for release gating decisions
HumanOpsAgent SLA breach escalations and critical vulnerability alerts

๐Ÿ” Event-Based Communication

Event Trigger Consumed By
VulnerabilityDetected New vulnerability registered Security Engineer, Release Manager
RemediationPlanGenerated Actionable fix plan created Backend Developer, DevOps Engineer
RemediationSLABreached SLA deadline passed without resolution HumanOpsAgent, Security Engineer
VulnerabilityResolved Verified remediation complete Release Manager, Compliance Agent
SBOMCorrelationUpdated New CVE-SBOM matches found Security Engineer, Audit Agent

๐Ÿงฉ Collaboration Sequence

sequenceDiagram
    participant PenTest as Penetration Testing Agent
    participant VulnMgr as Vulnerability Management Agent
    participant SecEng as Security Engineer Agent
    participant DevOps as DevOps Engineer Agent
    participant RelMgr as Release Manager Agent

    PenTest->>VulnMgr: Pen Test Findings
    VulnMgr->>VulnMgr: Correlate + Prioritize
    VulnMgr->>SecEng: Emit RemediationPlanGenerated
    VulnMgr->>DevOps: Trigger Patched Build
    VulnMgr->>RelMgr: Vulnerability Status for Release Gate
Hold "Alt" / "Option" to enable pan & zoom

๐Ÿง  Memory and Knowledge

๐Ÿ“Œ Short-Term Memory (Execution Scope)

Field Purpose
trace_id Links vulnerability operations to source detection event
current_scan_results In-flight scan findings being processed
correlation_state SBOM-to-CVE matching progress
remediation_progress Active remediation tracking per vulnerability

๐Ÿ’พ Long-Term Memory (Persistent)

Memory Type Purpose
Vulnerability Registry All vulnerabilities with full lifecycle state and audit trail
SBOM Repository Current and historical SBOMs for all platform components
Remediation History All remediation actions with outcomes and verification results
SLA Compliance Log Historical SLA adherence metrics per severity and service
CVE Correlation Cache Pre-computed CVE-to-component mappings for fast lookup

๐Ÿ“š Knowledge Base

Knowledge Area Description
CVSS Scoring Framework Calculation rules for base, temporal, and environmental scores
ConnectSoft Risk Modifiers Platform-specific adjustments for multi-tenant and SaaS context
Remediation Playbooks Standard fix strategies per vulnerability class
SLA Policy Definitions Remediation windows per severity level
Dependency Update Strategies Safe upgrade paths and compatibility matrices

โœ… Validation

Category Checks Performed
Vulnerability Completeness All scan findings registered with required metadata
Risk Score Accuracy CVSS and ConnectSoft risk scores calculated correctly
SBOM Correlation All SBOM components checked against latest CVE databases
Remediation Verification Post-patch scans confirm vulnerability no longer present
SLA Compliance All active vulnerabilities within their remediation window
Report Integrity Generated reports include trace metadata and are schema-valid

โŒ Failure Actions

Failure Type Action
SBOM unavailable Retry fetch, fallback to cached SBOM, alert ops
CVE feed unreachable Use cached CVE data, emit CVEFeedUnavailable warning
Remediation verification failed Reopen vulnerability, extend SLA, notify Security Agent
SLA breached Emit RemediationSLABreached, escalate to HumanOpsAgent
Risk score calculation error Fallback to CVSS base score, log discrepancy

๐Ÿงฉ Skills and Kernel Functions

Skill Purpose
VulnerabilityRegistrarSkill Register and track vulnerability lifecycle state transitions
RiskScorerSkill Calculate CVSS + ConnectSoft risk scores with priority ranking
SBOMCorrelatorSkill Match SBOM components against CVE databases
RemediationPlannerSkill Generate actionable remediation plans with timelines
SLAEnforcerSkill Monitor remediation deadlines and trigger escalations
CVEMonitorSkill Subscribe to and process CVE feed updates
PatchVerifierSkill Validate post-remediation scans confirm vulnerability closure
ReportGeneratorSkill Produce vulnerability reports and SLA compliance summaries
EventEmitterSkill Emit vulnerability lifecycle events

๐Ÿ“ˆ Observability Hooks

Span Name Description
vulnmgr.detect Vulnerability detection and registration
vulnmgr.correlate SBOM-to-CVE correlation
vulnmgr.score Risk scoring calculation
vulnmgr.remediate.plan Remediation plan generation
vulnmgr.remediate.verify Post-patch verification scan
vulnmgr.sla.breach SLA deadline breach event
vulnmgr.report.emit Vulnerability report generation

Span Tags

  • trace_id, vulnerability_id, cve_id, severity
  • agent: vulnerability-management-agent
  • status: detected | triaged | in_remediation | resolved | sla_breached
  • affected_services, sbom_version

๐Ÿง  Summary

The Vulnerability Management Agent is the security intelligence hub of the ConnectSoft AI Software Factory. It ensures that:

  • ๐Ÿ›ก๏ธ Every vulnerability is detected, tracked, and remediated within defined SLAs
  • ๐Ÿ“Š Risk is quantified using industry-standard and platform-specific scoring
  • ๐Ÿ”— SBOM correlation provides continuous visibility into dependency risks
  • ๐Ÿ“‹ Remediation is coordinated across engineering, DevOps, and release teams
  • ๐Ÿ” Compliance evidence is generated automatically for audit and governance

It transforms vulnerability management from a reactive, manual process into a proactive, automated, trace-linked security operation โ€” ensuring the platform's attack surface is continuously minimized and fully governed.