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.py utilizes subprocess.run to execute the local helper script scripts/classify_conversion.py during self-verification tests. The command uses a list of arguments and sys.executable without 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
Risk Level
SAFE
Analyzed
Oct 23, 2026, 11:22 PM