reference-reading-summarizer

Pass

Audited by Gen Agent Trust Hub on May 18, 2026

Risk Level: SAFEPROMPT_INJECTION
Full Analysis
  • [PROMPT_INJECTION]: The skill is vulnerable to indirect prompt injection because it ingests untrusted data from external sources and possesses high-privilege capabilities.\n
  • Ingestion points: The skill is designed to read a wide variety of external files including PDFs, BibTeX, scripts, and Markdown documents from project directories, as specified in SKILL.md and the various templates.\n
  • Boundary markers: There are no explicit delimiters or specific instructions in the templates (templates/source-card.md, templates/paper-card.md) to guide the agent to ignore any malicious instructions that might be embedded within the source documents.\n
  • Capability inventory: The skill allows access to Bash, WebFetch, and WebSearch tools via its allowed-tools configuration. Furthermore, the extract-implementation-hints mode specifically directs the agent to identify and extract reusable commands and scripts from the ingested files, which could be leveraged by an attacker to execute malicious commands.\n
  • Sanitization: No content sanitization or validation measures are defined for the data read from external sources before it is interpreted by the agent.
Audit Metadata
Risk Level
SAFE
Analyzed
May 18, 2026, 02:44 AM
Security Audit — agent-trust-hub — reference-reading-summarizer