deep-research-notebooklm
Pass
Audited by Gen Agent Trust Hub on Apr 2, 2026
Risk Level: SAFEPROMPT_INJECTIONCOMMAND_EXECUTIONDATA_EXFILTRATION
Full Analysis
- [SAFE]: The skill is designed for research purposes and uses specific MCP tools to interact with NotebookLM. All core operations match the stated purpose of the skill.
- [COMMAND_EXECUTION]: The instructions suggest the user run
nlm setup add claude-codeto prepare the environment. This is a manual configuration step and does not involve automated or hidden execution. - [DATA_EXFILTRATION]: The skill transmits user-provided URLs and file content to the NotebookLM platform. This is the intended behavior for the research engine to function, but users should exercise caution with sensitive data.
- [PROMPT_INJECTION]: The skill is vulnerable to indirect prompt injection due to its core function of ingesting external data.
- Ingestion points: External URLs and document files are added via
source_addandresearch_import(SKILL.md). - Boundary markers: None identified; instructions do not specify delimiters for external content.
- Capability inventory: Uses
notebook_query,research_start, andstudio_createto process and act on the ingested data (SKILL.md). - Sanitization: No sanitization or validation of the external content is performed before it is queried for insights.
Audit Metadata