task-orchestrator

Warn

Audited by Gen Agent Trust Hub on Oct 8, 2026

Risk Level: MEDIUMPROMPT_INJECTIONPERSISTENCECOMMAND_EXECUTIONINDIRECT_PROMPT_INJECTIONDYNAMIC_EXECUTION
Full Analysis
  • [PROMPT_INJECTION]: The skill contains instructions that attempt to bypass human oversight. Specifically, the cron job definition includes the instruction "Do NOT ping human
  • fix issues yourself," which encourages the agent to operate autonomously without user verification or intervention when encountering errors.
  • [PERSISTENCE]: The skill establishes persistence by configuring a recurring cron job ("cron action:add"). This ensures the orchestration and self-healing logic continue to execute periodically across different agent sessions without manual re-triggering.
  • [COMMAND_EXECUTION]: The skill relies on tmux send-keys to execute commands in background sessions. This method of command delivery can be used to run arbitrary shell instructions that are difficult for the user to monitor in real-time.
  • [INDIRECT_PROMPT_INJECTION]: The skill is susceptible to indirect prompt injection due to its processing of external, untrusted data.
  • Ingestion points: The orchestrator fetches untrusted content from GitHub issue titles and bodies (gh issue list) and reads captured shell output from tmux panes (tmux capture-pane).
  • Boundary markers: The skill does not implement delimiters or specific instructions to ignore embedded commands within the ingested issue content.
  • Capability inventory: The orchestrator has extensive permissions, including exec (git, tmux, gh, codex) and file_write access to the project directory.
  • Sanitization: No sanitization or validation is performed on the data fetched from GitHub issues before it is used to generate prompts for the autonomous codex tool.
  • [DYNAMIC_EXECUTION]: The skill employs the codex tool with the --yolo flag for autonomous code generation and execution. This configuration instructs the agent to execute AI-generated code and shell commands automatically, which represents a high-risk dynamic execution pattern if the input prompts are influenced by untrusted data.
Audit Metadata
Risk Level
MEDIUM
Analyzed
Oct 8, 2026, 11:31 PM