mcpa-certification

Pass

Audited by Gen Agent Trust Hub on Nov 2, 2026

Risk Level: SAFEREMOTE_CODE_EXECUTIONEXTERNAL_DOWNLOADSCOMMAND_EXECUTIONINDIRECT_PROMPT_INJECTION
Full Analysis
  • [REMOTE_CODE_EXECUTION]: The skill downloads Python scripts from the author's GitHub repository and executes them locally using python3 to facilitate interactive labs and automated validation.
  • [EXTERNAL_DOWNLOADS]: Fetches curriculum data, JSON configuration tracks, and validation scripts from the fancyboi999/ai-engineering-from-scratch-zh repository on GitHub.
  • [COMMAND_EXECUTION]: Invokes shell commands to execute Python scripts (python3 <lesson-path>/code/main.py) and run unit tests (python3 -m unittest discover) as part of the lesson workflow.
  • [INDIRECT_PROMPT_INJECTION]: The skill ingests untrusted lesson content and metadata from an external source which influences the agent's behavior during mentoring sessions.
  • Ingestion points: Reads lesson docs (zh.md), JSON tracks, and scripts from a remote GitHub repository.
  • Boundary markers: The instructions mandate strict adherence to the track JSON and provide specific logic for quizzes and recollection steps to constrain the session.
  • Capability inventory: Execution of Python scripts via python3 and unittest across various lesson paths.
  • Sanitization: None specified for the content retrieved from the remote repository.
Audit Metadata
Risk Level
SAFE
Analyzed
Nov 2, 2026, 04:35 PM