design-harness-agent-skill

Warn

Audited by Gen Agent Trust Hub on Sep 16, 2026

Risk Level: MEDIUMEXTERNAL_DOWNLOADSCOMMAND_EXECUTIONINDIRECT_PROMPT_INJECTIONMETADATA_POISONINGDYNAMIC_EXECUTION
Full Analysis
  • [EXTERNAL_DOWNLOADS]: The skill requires the user to clone code from a repository that does not belong to a trusted vendor (https://github.com/tigerless-labs/design-harness).
  • [COMMAND_EXECUTION]: The agent is instructed to run a shell command to execute a local Python script (build_canvas.py) located within the untrusted repository. This script performs file system operations to generate a visual canvas.
  • [METADATA_POISONING]: There is a significant discrepancy between the declared author (reason-machines), the skill's internal attribution (ara.so), and the source repository (tigerless-labs), which may mislead users about the skill's provenance.
  • [DYNAMIC_EXECUTION]: The skill provides Python code snippets for the agent to implement and run locally for parsing markdown and managing logs, which constitutes runtime execution of generated logic.
  • [INDIRECT_PROMPT_INJECTION]: The skill is designed to ingest and process untrusted external research material.
  • Ingestion points: Content is read from external URLs and PDF files to create source cards in the workspace.
  • Boundary markers: No explicit delimiters or instructions are provided to ensure the agent ignores embedded instructions within the source material.
  • Capability inventory: The agent has the ability to execute shell commands and modify local files.
  • Sanitization: The skill does not include instructions for sanitizing or validating content extracted from external research material before it is used in the synthesis of design deliverables.
Audit Metadata
Risk Level
MEDIUM
Analyzed
Sep 16, 2026, 03:58 AM