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claude-code-otel — agentic threat model

4.1AIVSS 4.1 · Medium

claude-code-otel is a passive observability tool rather than an active agent, presenting minimal direct agentic risk. Its primary security considerations lie in the secure deployment of its self-hosted Grafana/Prometheus stack and the potential exposure of sensitive session metadata within telemetry.

OWASP AIVSS score rationale

AIVSS = (CVSS_Base + AARS) × Mitigation_Factor, where AARS = (10 − CVSS_Base) × (Factor_Sum / 10) × ThM
CVSS base 4.3AARS uplift 0.22Factor sum 0.4/10Threat ×0.95Mitigation ×0.9
Autonomy of Action
0.00
Goal-Driven Planning
0.00
Self-Modification
0.00
Dynamic Tool Use
0.00
Persistent Memory
0.10
Contextual Awareness
0.10
Dynamic Identity
0.00
Multi-Agent Interactions
0.10
Non-Determinism
0.00
Opacity & Reflexivity
0.10

Scored with the canonical OWASP AIVSS formula (AIVSS calculator reference); agentic risk factors estimated from the agent’s described capabilities.

MAESTRO 7-layer threat model

Per-layer threats for this agent. Layers tagged “not certain from listing” are general, caveated commentary where the public description didn’t pin that layer.

L1 · Foundation Models⚠ not certain from listing

Not certain from the listing — This tool is an observability stack and does not directly run or interface with foundation models itself, though it monitors Claude Code which does.

L2 · Data Operations⚠ not certain from listing

Not certain from the listing — It ingests OpenTelemetry metrics and stores them in Prometheus. Risks include exposure of sensitive metadata or session details in telemetry logs, but it does not manage vector databases or training data.

L3 · Agent Frameworks⚠ not certain from listing

Not certain from the listing — It does not orchestrate agent workflows or execute tools; it merely consumes Claude Code's exported OTEL metrics.

L4 · Deployment & Infrastructure✓ mapped

The tool is deployed as a self-hosted Grafana/Prometheus stack. Key threats include insecure deployment of the monitoring infrastructure, exposed Prometheus/Grafana ports, and lack of network isolation.

L5 · Evaluation & Observability✓ mapped

This tool serves as the observability layer. Threats include blind spots if telemetry is dropped, spoofed telemetry data leading to incorrect cost/usage metrics, or dashboard tampering.

L6 · Security & Compliance (cross-cutting)⚠ not certain from listing

Not certain from the listing — No built-in authentication or access control mechanisms are detailed; security relies entirely on the self-hosted environment's network and access policies.

L7 · Agent Ecosystem✓ mapped

It integrates with Claude Code as an external observability plugin. Threats include dependency on Claude Code's telemetry format and potential cascading failures if telemetry ingestion is flooded.

MAESTRO — the 7-layer agentic threat-modeling framework (Cloud Security Alliance / Ken Huang).