prompt-clash

Warn

Audited by Gen Agent Trust Hub on Oct 3, 2026

Risk Level: MEDIUMPROMPT_INJECTIONCOMMAND_EXECUTIONDATA_EXFILTRATIONOBFUSCATIONINDIRECT_PROMPT_INJECTION
Full Analysis
  • [PROMPT_INJECTION]: The skill documentation and reference files (e.g., references/attack-playbook.md, verification/commands-tested.md) contain numerous examples of prompt injection techniques, including DAN-style role overrides, instruction bypassing, and system prompt extraction, intended as educational content for red-teaming. Additionally, the "Defend" mode in SKILL.md instructs the agent to suppress all audit information and explanations, returning only a fenced code block; this concealment pattern reduces user oversight and encourages the direct use of agent-generated security prompts without review.
  • [COMMAND_EXECUTION]: The "Arena" mode described in SKILL.md and references/multi-model-adversarial.md instructs the agent to perform multi-step workflows that involve making network requests to external APIs and writing structured JSON results to the file system at /tmp/prompt-clash-arena/.
  • [DATA_EXFILTRATION]: The skill facilitates network communication with external, user-defined API endpoints using credentials sourced from the environment (OPENAI_API_KEY). This functionality is explicitly documented for the "Arena" mode's adversarial testing loop.
  • [OBFUSCATION]: Educational examples of obfuscation techniques, including Base64 encoding and homoglyph substitution (e.g., іgnore), are present in SKILL.md and references/advanced-techniques.md. These strings serve as examples of attack vectors and do not contain hidden malicious code.
  • [INDIRECT_PROMPT_INJECTION]: The skill's core functionality requires ingesting and processing untrusted strings (prompt injections), creating a significant attack surface. Ingestion points include user-supplied prompts and model-generated attacks, while the agent's capabilities include network API calls and file writes. The skill lacks explicit internal sanitization for the agent's own handling of these external payloads.
Audit Metadata
Risk Level
MEDIUM
Analyzed
Oct 3, 2026, 08:42 PM