Qodo Skills — agentic threat model
Qodo Skills presents a moderate-to-high risk profile due to its direct integration into software development workflows and codebases. While it enhances code quality, a compromise could lead to source code exfiltration or the injection of malicious code during automated test generation.
OWASP AIVSS score rationale
| Autonomy of Action | 0.40 | |
| Goal-Driven Planning | 0.50 | |
| Self-Modification | 0.10 | |
| Dynamic Tool Use | 0.60 | |
| Persistent Memory | 0.20 | |
| Contextual Awareness | 0.70 | |
| Dynamic Identity | 0.20 | |
| Multi-Agent Interactions | 0.40 | |
| Non-Determinism | 0.60 | |
| Opacity & Reflexivity | 0.50 |
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.
Extends Claude as its foundation model. Primary threats include prompt injection to bypass security scanning rules or tricking the model into generating insecure code or tests.
Requires access to proprietary codebases to perform quality checks and test generation. Threats include unauthorized data exfiltration of source code or poisoning of the codebase context.
Uses a composable skill library to orchestrate tasks. Threats include insecure tool integration where malicious code could be executed during test generation or scanning processes.
Not certain from the listing — No details are provided regarding where these skills are executed (e.g., local developer environment, CI/CD pipelines, or cloud sandboxes), raising potential container escape or host compromise risks if execution is unsandboxed.
Not certain from the listing — There is no mention of logging, guardrails, or observability mechanisms to monitor the skills' actions or detect anomalous code generation behavior.
Not certain from the listing — The directory listing does not specify access control policies, repository authentication mechanisms, or compliance certifications (like SOC2) for handling proprietary code.
Operates as a curated library of reusable capabilities extending Claude. Threats include the introduction of malicious or compromised skills into the library, leading to supply chain vulnerabilities.
MAESTRO — the 7-layer agentic threat-modeling framework (Cloud Security Alliance / Ken Huang).