autonomous-loop

Pass

Audited by Gen Agent Trust Hub on Oct 1, 2026

Risk Level: SAFEINDIRECT_PROMPT_INJECTIONCOMMAND_EXECUTIONDYNAMIC_EXECUTION
Full Analysis
  • [INDIRECT_PROMPT_INJECTION]: The skill processes untrusted external data in the form of specification files (specs/*.md) and implementation plans. These files drive the autonomous loop's logic, including subagent delegation and code implementation, creating a surface for injection to influence the agent's autonomous behavior.
  • Ingestion points: The skill reads from specs/*.md, IMPLEMENTATION_PLAN.md, and existing source code files in src/* to build context for each iteration.
  • Boundary markers: There are no instructions for isolating or delimiting external content to prevent the agent from following instructions embedded within those files.
  • Capability inventory: The skill has high-impact capabilities, including the Agent tool for massive parallel delegation (up to 500 subagents) and the Bash tool for file modifications and command execution.
  • Sanitization: No sanitization, escaping, or validation of the ingested markdown content is performed before it is used to shape the agent's plan.
  • [COMMAND_EXECUTION]: The skill explicitly directs the agent to execute shell commands using the Bash tool for various tasks including testing and environment exploration.
  • Evidence: The instructions mandate selecting tasks to "Implement" and "Test," specifically recommending the use of the Bash tool with run_in_background=true for non-blocking validation.
  • [DYNAMIC_EXECUTION]: The skill's primary function is to generate and execute code at runtime to achieve project specifications.
  • Evidence: In the "BUILDING MODE," the agent is instructed to "Write complete, production-quality code" and "Run tests immediately after implementation," which involves the runtime generation and execution of scripts based on the logic determined during the "PLANNING" phase.
Audit Metadata
Risk Level
SAFE
Analyzed
Oct 1, 2026, 10:59 AM