zot-brainstorm

Pass

Audited by Gen Agent Trust Hub on Jul 19, 2026

Risk Level: SAFECOMMAND_EXECUTIONPROMPT_INJECTION
Full Analysis
  • [COMMAND_EXECUTION]: The skill executes local commands using zot or cargo run -q -p zot-cli to interact with the Zotero database. These commands are used solely for data retrieval and are constrained by the skill's read-only operating rules.
  • [PROMPT_INJECTION]: The skill has an indirect prompt injection surface as it ingests untrusted content from Zotero item metadata, abstracts, and notes.
  • Ingestion points: Data enters the agent context via item get, item children, and item fulltext commands during the research synthesis phase.
  • Boundary markers: The skill uses templates/report.md and templates/report.html to provide a structured format for the output, which helps separate data from instructions.
  • Capability inventory: The skill can execute local Zotero retrieval commands and write report files to the local file system.
  • Sanitization: The skill relies on the agent's synthesis logic to group and summarize data into predefined templates, though it does not specify explicit character-level escaping for ingested paper content.
  • [DATA_EXFILTRATION]: The skill includes robust protections against data exfiltration by mandating that HTML reports be self-contained and offline, explicitly forbidding CDNs, remote scripts, and network calls such as fetch or XHR.
Audit Metadata
Risk Level
SAFE
Analyzed
Jul 19, 2026, 11:35 AM
Security Audit — agent-trust-hub — zot-brainstorm