autonomous-loops

Pass

Audited by Gen Agent Trust Hub on Apr 7, 2026

Risk Level: SAFEPROMPT_INJECTIONCOMMAND_EXECUTION
Full Analysis
  • [PROMPT_INJECTION]: The skill describes patterns where external data (e.g., task.md, spec.md, SHARED_TASK_NOTES.md) is ingested and interpolated directly into agent prompts using shell commands like $(cat file). This creates a surface for indirect prompt injection if those files contain malicious instructions.
  • Ingestion points: SKILL.md provides templates using cat to read task descriptions and specifications into the prompt context.
  • Boundary markers: The provided script snippets lack explicit delimiters or instructions to ignore embedded commands within the ingested content.
  • Capability inventory: The loops have significant capabilities including file system writes, shell command execution (via bun/npm test), and Git operations.
  • Sanitization: No sanitization or validation of the ingested file content is performed in the example implementation patterns.
  • [COMMAND_EXECUTION]: The implementation examples utilize shell scripts to orchestrate the workflow, executing CLI tools such as claude, git, and test runners (bun, npm). While these are standard for developer-centric autonomous workflows, they represent a significant capability that should be executed within a sandboxed environment.
Audit Metadata
Risk Level
SAFE
Analyzed
Apr 7, 2026, 04:23 PM
Security Audit — agent-trust-hub — autonomous-loops