skills/gwpicard/ai-build-kit/clarify/Gen Agent Trust Hub

clarify

Pass

Audited by Gen Agent Trust Hub on Oct 29, 2026

Risk Level: SAFEINDIRECT_PROMPT_INJECTIONDYNAMIC_EXECUTION
Full Analysis
  • [INDIRECT_PROMPT_INJECTION]: The skill is designed to ingest and process various untrusted external data sources to clarify project requirements.
  • Ingestion points: Found in SKILL.md (confidential working files) and references/existing-artifact.md (mocks, designs, spreadsheets, sample data files, reference links, and recordings).
  • Boundary markers: The agent is instructed to "Say back what you see" and "read the key decisions back as one short list for a yes" before committing changes, creating a human-in-the-loop verification step.
  • Capability inventory: The skill possesses the ability to write to the masterplan file and generate executable code for behavior and structure prototypes.
  • Sanitization: The instructions explicitly mandate using fake or disposable data and prohibit extracting real secrets or passwords from artifacts like screenshots.
  • [DYNAMIC_EXECUTION]: The skill directs the agent to generate "coded throwaway" prototypes to test application logic and layout.
  • Evidence: references/prototype-behaviour.md and references/prototype-structure.md instruct the agent to build standalone files (e.g., HTML/JS) that can be executed in a browser. While intended for local testing, this involves generating executable logic derived from untrusted requirement descriptions and "invented data that looks like theirs."
Audit Metadata
Risk Level
SAFE
Analyzed
Oct 29, 2026, 10:44 AM