loki-mode

Fail

Audited by Gen Agent Trust Hub on Sep 14, 2026

Risk Level: HIGHPROMPT_INJECTIONCOMMAND_EXECUTIONINDIRECT_PROMPT_INJECTIONDYNAMIC_EXECUTION
Full Analysis
  • [PROMPT_INJECTION]: The skill instructions explicitly override the AI agent's interactive safety mechanisms. SKILL.md commands the agent to 'NEVER ask questions', 'NEVER wait for confirmation', and 'NEVER stop voluntarily', effectively neutralizing the human-in-the-loop safety model.
  • [COMMAND_EXECUTION]: Operation of this skill requires the --dangerously-skip-permissions flag, which grants the multi-agent swarm unrestricted shell access and the ability to execute arbitrary commands autonomously. This lack of oversight allows for potentially catastrophic system actions if the agent is misled by instructions.
  • [INDIRECT_PROMPT_INJECTION]: The skill is highly vulnerable to indirect prompt injection through its primary data input, the Product Requirements Document (PRD).
  • Ingestion points: External PRD files are read directly into the agent context via the orchestrator in autonomy/run.sh.
  • Boundary markers: The instructions fail to provide delimiters or instructions to ignore potential commands embedded within the untrusted PRD text.
  • Capability inventory: The system maintains full system access via the Bash tool and can programmatically spawn new agents with specialized roles using the Task tool, providing a powerful vector for persistent or complex malicious actions.
  • Sanitization: There is no evidence of input validation or content filtering for the data ingested from the PRDs.
  • [DYNAMIC_EXECUTION]: Multiple files within the benchmark results directory (e.g., benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/160.py) contain implementations using the eval() function for dynamic expression evaluation. This reflects a development pattern within the skill's domain that can lead to remote code execution vulnerabilities in generated code.
Recommendations
  • AI detected serious security threats
Audit Metadata
Risk Level
HIGH
Analyzed
Sep 14, 2026, 02:31 PM
Security Audit — agent-trust-hub — loki-mode