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Sentry django-access-review — agentic threat model

4.7AIVSS 4.7 · Medium

This agent acts as a static code analysis skill with read-only access to Django codebases, presenting low agentic risk due to its lack of write permissions, execution capabilities, or autonomous tool usage.

OWASP AIVSS score rationale

AIVSS = (CVSS_Base + AARS) × Mitigation_Factor, where AARS = (10 − CVSS_Base) × (Factor_Sum / 10) × ThM
CVSS base 4.3AARS uplift 0.97Factor sum 1.8/10Threat ×0.95Mitigation ×0.9
Autonomy of Action
0.20
Goal-Driven Planning
0.30
Self-Modification
0.00
Dynamic Tool Use
0.10
Persistent Memory
0.10
Contextual Awareness
0.40
Dynamic Identity
0.00
Multi-Agent Interactions
0.00
Non-Determinism
0.40
Opacity & Reflexivity
0.30

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 — relies on an unspecified underlying foundation LLM to parse code and apply heuristics; vulnerable to prompt injection if malicious code comments are crafted to mislead the analysis.

L2 · Data Operations✓ mapped

Reads the target Django codebase as its primary data input. Risk of source code exposure or exfiltration if the agent's context window or output channel is compromised.

L3 · Agent Frameworks✓ mapped

Orchestrates code reading and heuristic matching. Vulnerable to insecure tool integration if the file-reading tools do not restrict path traversal outside the target Django project directory.

L4 · Deployment & Infrastructure⚠ not certain from listing

Not certain from the listing — requires secure sandboxing when deployed to ensure that reading untrusted codebases does not lead to local file system compromise or host-level access.

L5 · Evaluation & Observability⚠ not certain from listing

Not certain from the listing — requires robust logging of accessed files and generated vulnerability reports to prevent silent failures or missed authorization gaps (false negatives).

L6 · Security & Compliance (cross-cutting)✓ mapped

Acts as a security compliance tool itself, but must be governed by strict read-only access policies to ensure it cannot modify the codebase it is auditing.

L7 · Agent Ecosystem✓ mapped

Operates as a single-purpose Agent Skill. Minimal ecosystem risk unless integrated into a larger CI/CD multi-agent pipeline where its findings trigger automated pull requests.

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