academic-advisor

Pass

Audited by Gen Agent Trust Hub on Aug 8, 2026

Risk Level: SAFEPROMPT_INJECTION
Full Analysis
  • [PROMPT_INJECTION]: The skill is susceptible to indirect prompt injection due to its architecture of ingesting and processing data from multiple external sources without defined boundary markers or sanitization.
  • Ingestion points: The advisor role reads transcript.md, audit reports (.audit/*.md), session records (.records/*.md), office-hours notes (office-hours.md), and learner profiles (learner.md). It also utilizes the existing roadmap.html as a seed for regeneration.
  • Boundary markers: There are no instructions to use specific delimiters or to ignore embedded instructions when reading these input files.
  • Capability inventory: The skill can write to various course files, including roadmap.md, unit.md, and roadmap.html, and can invoke subagents for research and interviewing.
  • Sanitization: The skill does not describe any methods for escaping or validating content before it is processed or written back to the course files.
  • [PROMPT_INJECTION]: The skill implements a "seed rule" for the roadmap.html file, which is designed to preserve manual modifications to the HTML across regenerations. While intended for design flexibility, this creates a persistence mechanism where injected or malicious content in the HTML file will be carried forward by the agent into all future versions of the roadmap render.
Audit Metadata
Risk Level
SAFE
Analyzed
Aug 8, 2026, 06:44 AM
Security Audit — agent-trust-hub — academic-advisor