start-learning

Pass

Audited by Gen Agent Trust Hub on Aug 30, 2026

Risk Level: SAFEEXTERNAL_DOWNLOADSINDIRECT_PROMPT_INJECTION
Full Analysis
  • [EXTERNAL_DOWNLOADS]: The skill attempts to fetch a ROADMAP.md file from the vendor's GitHub repository at https://raw.githubusercontent.com/rohitg00/ai-engineering-from-scratch/main/ROADMAP.md if a local version is not present. This is a documented resource provided by the skill author for curriculum metadata.
  • [INDIRECT_PROMPT_INJECTION]: The skill collects free-text responses from the user and fetches remote data, then writes them into a LEARNING.md file. This file serves as the source of truth for subsequent skills (e.g., learn), creating a potential pathway for malicious instructions to be persisted into the agent's long-term context.
  • Ingestion points: User responses to interview questions (Step 1) and the contents of the externally fetched ROADMAP.md (Step 3).
  • Boundary markers: The skill uses Markdown headers and comments as delimiters in the generated file, but these are for structural organization rather than security sandboxing.
  • Capability inventory: Includes reading and writing to the local file system and making network requests to GitHub.
  • Sanitization: The instructions do not specify any validation, escaping, or sanitization of user input before it is written to the persistent state file.
Audit Metadata
Risk Level
SAFE
Analyzed
Aug 30, 2026, 09:03 AM
Security Audit — agent-trust-hub — start-learning