tool-discovery

Warn

Audited by Gen Agent Trust Hub on Oct 15, 2026

Risk Level: MEDIUMEXTERNAL_DOWNLOADSREMOTE_CODE_EXECUTIONCOMMAND_EXECUTIONINDIRECT_PROMPT_INJECTION
Full Analysis
  • [EXTERNAL_DOWNLOADS]: The skill mentions and facilitates the download of tools and dependencies from several unverified third-party GitHub accounts, including SpookyPirate, DeusData, headroomlabs-ai, obra, DietrichGebert, getagentseal, and morluto.
  • [REMOTE_CODE_EXECUTION]: Instructions in SKILL.md suggest using an external PowerShell installer (install.ps1) from the DeusData/codebase-memory-mcp repository. It also references Update-From-GitHub.ps1, a script intended for automated remote updates of the toolset.
  • [COMMAND_EXECUTION]: The skill enables and guides the agent to execute a variety of shell commands, including dotnet run, pip install, npx codeburn, and custom PowerShell scripts like Setup-HouseCarl.ps1, which can lead to system changes and installation of arbitrary software.
  • [INDIRECT_PROMPT_INJECTION]:
  • Ingestion points: The discover_tools.ps1 script and references/reverse-engineering.md instructions involve reading and parsing local configuration files (INSTALLATION.json, kit.json) to determine executable paths.
  • Boundary markers: No specific boundary markers or instructions are provided to shield the agent from potentially adversarial content within these local configuration files.
  • Capability inventory: The skill allows full shell access via PowerShell and standard package managers (npm, pip, dotnet), creating a significant impact path if input data is poisoned.
  • Sanitization: The discovery process lacks sanitization or validation of the paths and parameters extracted from local JSON configuration files before they are used in command execution logic.
Audit Metadata
Risk Level
MEDIUM
Analyzed
Oct 15, 2026, 12:44 AM