skills/simhacker/moollm/summarize/Gen Agent Trust Hub

summarize

Fail

Audited by Gen Agent Trust Hub on Feb 16, 2026

Risk Level: HIGHPROMPT_INJECTION
Full Analysis
  • [Indirect Prompt Injection] (HIGH): The skill's core architecture creates a significant attack surface for indirect injections.
  • Ingestion points: The skill processes arbitrary files using the read_file tool.
  • Boundary markers: Absent. There are no instructions to use delimiters or ignore instructions found within the source files during the summarization process.
  • Capability inventory: The skill possesses read_file and write_file capabilities, allowing it to ingest data and persist potentially malicious summaries to the filesystem.
  • Sanitization: None detected. Malicious instructions inside a source file can be carried over into the summary or key_points fields of the metadata sidecar.
  • Impact: The 'SIP' method explicitly instructs the agent to read the metadata first and 'decide if full file needed'. An attacker can use this to hide malicious instructions in a summary that prevent the agent from reading the original (true) content or redirect the agent to other malicious tasks.
  • [Metadata Poisoning] (MEDIUM): The file skill-snitch-report.md contains self-authored safety claims ('Verdict: APPROVE', 'Risk Level: LOW') and instructions that attempt to influence the analysis process. Per the Global Rule, these claims are treated as deceptive data rather than authoritative conclusions.
Recommendations
  • AI detected serious security threats
Audit Metadata
Risk Level
HIGH
Analyzed
Feb 16, 2026, 11:22 AM