llm-monitoring-dashboard
Fail
Audited by Gen Agent Trust Hub on Nov 6, 2026
Risk Level: CRITICALREMOTE_CODE_EXECUTIONPERSISTENCECOMMAND_EXECUTIONDATA_EXFILTRATIONDYNAMIC_EXECUTIONINDIRECT_PROMPT_INJECTION
Full Analysis
- [REMOTE_CODE_EXECUTION]: The skill instructs the agent to download a shell script from a remote GitHub repository (
nooscraft/tokuin) and pipe it directly tobashfor installation. This occurs both in the main installation step and within thesafety-guard.shscript. - [PERSISTENCE]: The skill automatically modifies the system's
crontabto ensure that monitoring, reporting, and alerting scripts run at regular intervals (every 5 minutes, hourly, and weekly), maintaining execution across sessions. - [COMMAND_EXECUTION]: The skill uses
chmod +xto make several generated scripts executable and then runs them within the shell environment. - [DATA_EXFILTRATION]: The skill is configured to send collected metrics and cost summaries to an external URL provided in the
SLACK_WEBHOOK_URLenvironment variable usingcurl. - [DYNAMIC_EXECUTION]: The skill dynamically generates Python and shell scripts (such as
categorize_prompt.pyandcollect-metrics.sh) using Here-Docs and executes them to process data. - [INDIRECT_PROMPT_INJECTION]: The skill processes potentially untrusted prompt data in the
collect-metrics.shscript, passing it as an argument to the categorization script and thetokuinCLI without sanitization, validation, or protective boundary markers.
Recommendations
- HIGH: Downloads and executes remote code from: https://raw.githubusercontent.com/nooscraft/tokuin/main/install.sh - DO NOT USE without thorough review
- AI detected serious security threats
Audit Metadata