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 insrc/*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
Agenttool for massive parallel delegation (up to 500 subagents) and theBashtool 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
Bashtool for various tasks including testing and environment exploration. - Evidence: The instructions mandate selecting tasks to "Implement" and "Test," specifically recommending the use of the
Bashtool withrun_in_background=truefor 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