pipedrive-automation
Pass
Audited by Gen Agent Trust Hub on Oct 8, 2026
Risk Level: SAFEINDIRECT_PROMPT_INJECTION
Full Analysis
- [INDIRECT_PROMPT_INJECTION]: The skill processes data from Pipedrive CRM records (deals, notes, person details) which can be modified by external parties or contain untrusted content. This creates a surface for indirect prompt injection attacks where malicious instructions hidden in CRM fields could influence the agent's behavior.
- Ingestion points: Data enters the context via tools like
PIPEDRIVE_GET_DETAILS_OF_A_DEAL,PIPEDRIVE_GET_ALL_NOTES,PIPEDRIVE_SEARCH_PERSONS, andPIPEDRIVE_GET_DETAILS_OF_A_PERSON(SKILL.md). - Boundary markers: Absent. The instructions do not specify the use of delimiters or 'ignore embedded instructions' warnings when the agent interprets content from CRM records.
- Capability inventory: The skill possesses extensive write and delete capabilities, including
PIPEDRIVE_ADD_A_DEAL,PIPEDRIVE_UPDATE_A_PERSON,PIPEDRIVE_DELETE_A_PERSON, andPIPEDRIVE_ADD_A_NOTEacross multiple scripts and workflows. - Sanitization: While the documentation notes that HTML content in
PIPEDRIVE_ADD_A_NOTEis sanitized server-side by Pipedrive, there is no evidence of prompt-level sanitization or filtering to prevent the agent from executing instructions found within the data.
Audit Metadata