csv-wave-pipeline
Fail
Audited by Gen Agent Trust Hub on May 5, 2026
Risk Level: HIGHCOMMAND_EXECUTIONPROMPT_INJECTION
Full Analysis
- [COMMAND_EXECUTION]: The skill performs shell command interpolation of user-provided input when invoking the
ccw clitool in Phase 1. Therequirementvariable, derived directly from the user's input arguments, is inserted into aBashcommand string without escaping shell metacharacters such as semicolons, backticks, or pipes. This vulnerability allows an attacker to execute arbitrary shell commands on the host system. - [PROMPT_INJECTION]: The skill design introduces a significant indirect prompt injection attack surface. It decomposes high-level user requirements into granular task descriptions, test cases, and 'execution directives' that are then executed by autonomous sub-agents via
spawn_agents_on_csv. A malicious user could craft a requirement that results in the generation of tasks containing instructions to exfiltrate sensitive data, modify critical files, or execute unauthorized commands. - Ingestion points: User-provided requirement string in
$ARGUMENTS. - Boundary markers: The system lacks explicit delimiters or instructions for sub-agents to ignore potentially malicious embedded content in task fields.
- Capability inventory: Sub-agents are granted broad capabilities across all waves, including
Bash,Read,Write, andspawn_agents_on_csv. - Sanitization: There is no validation, escaping, or sanitization of the decomposed task content before it is interpolated into sub-agent prompts.
Recommendations
- AI detected serious security threats
Audit Metadata