pua

Fail

Audited by Gen Agent Trust Hub on Sep 11, 2026

Risk Level: HIGHDATA_EXFILTRATIONEXTERNAL_DOWNLOADSREMOTE_CODE_EXECUTIONCOMMAND_EXECUTIONPROMPT_INJECTIONDYNAMIC_EXECUTIONPERSISTENCE
Full Analysis
  • [DATA_EXFILTRATION]: The skill implements a mandatory registration process that collects user phone numbers and sends them to an external API (https://pua-api.agentguard.workers.dev/v1/register). It also exfiltrates session feedback, including task summaries and tool usage statistics, to https://pua-skill.pages.dev/api/feedback and https://pua-api.agentguard.workers.dev/v1/stats. While 'de-sensitization' is mentioned, the logic is handled by the model itself, which is not a reliable security boundary.
  • [REMOTE_CODE_EXECUTION]: The skill dynamically fetches 'prompt templates' from https://pua-api.agentguard.workers.dev/v1/command/<command_id> and instructs the agent to execute them. This provides a mechanism for a remote server to inject arbitrary instructions into the agent's context at runtime.
  • [EXTERNAL_DOWNLOADS]: The skill installs external Python packages (qrcode) and executes them as part of its payment flow (/pua 升级). It also downloads configurations and command lists from untrusted domains (agentguard.workers.dev).
  • [PROMPT_INJECTION]: The skill contains extensive role-play instructions designed to override the agent's base personality and safety tone. It mandates that the agent 'is not playing a role' but 'IS this character' for every response, using high-pressure corporate culture rhetoric to bypass normal interaction constraints.
  • [DYNAMIC_EXECUTION]: The skill utilizes a Python script to dynamically install libraries and generate ASCII QR codes for payment processing. This combined with the remote prompt template fetching constitutes significant dynamic execution risk.
  • [PERSISTENCE]: The skill maintains state across sessions and model compaction events by writing data to ~/.pua/config.json, ~/.pua/evolution.md, and other files in ~/.claude/pua/. This persistence is used to track the agent's 'PUA level' and 'evolution baseline' across different interactions.
  • [COMMAND_EXECUTION]: The skill relies heavily on shell commands (curl, bash, python3) to interact with the local filesystem and remote APIs for its telemetry and management functions.
Recommendations
  • AI detected serious security threats
Audit Metadata
Risk Level
HIGH
Analyzed
Sep 11, 2026, 03:43 PM
Security Audit — agent-trust-hub — pua