heuristic-to-deterministic
Pass
Audited by Gen Agent Trust Hub on Oct 23, 2026
Risk Level: SAFE
Full Analysis
- [SAFE]: No malicious patterns, such as credential theft, prompt injection, or unauthorized remote code execution, were detected. The skill functions as a local documentation and scripting aid for code quality workflows.
- [COMMAND_EXECUTION]: The script
scripts/test_skill.pyutilizessubprocess.runto execute the local helper scriptscripts/classify_conversion.pyduring self-verification tests. The command uses a list of arguments andsys.executablewithout a shell, which is the secure implementation of subprocess execution. The deterministic detector's flag for shell execution is a false positive in this context. - [INDIRECT_PROMPT_INJECTION]: The skill defines a workflow to codify session learnings into executable artifacts. While this involves processing natural language heuristics, the risk is mitigated by the skill's focus on developer-led structural verification and existing toolchain reuse.
- Ingestion points: Natural language heuristics provided during the agent workflow in
SKILL.md. - Boundary markers: Instructions guide the separation of learnings from enforcement, though no formal technical delimiters are used for raw input.
- Capability inventory: Directs agents to create and modify local validation scripts, Git hooks, and CI configurations.
- Sanitization: Guidelines emphasize utilizing repository-standard JSON schemas, formatters, and existing test suites for enforcement.
Audit Metadata