pipedrive-automation
Pass
Audited by Gen Agent Trust Hub on Oct 29, 2026
Risk Level: SAFEINDIRECT_PROMPT_INJECTION
Full Analysis
- [INDIRECT_PROMPT_INJECTION]: The skill ingests untrusted data from Pipedrive CRM records that could contain hidden instructions designed to manipulate the agent. Given the agent's broad permissions to modify and delete CRM data, this represents a notable attack surface.
- Ingestion points: Data enters the agent's context through tools such as
PIPEDRIVE_SEARCH_PERSONS,PIPEDRIVE_SEARCH_ORGANIZATIONS,PIPEDRIVE_GET_ALL_NOTES, andPIPEDRIVE_GET_DETAILS_OF_A_DEALas described inSKILL.md. - Boundary markers: There are no explicit delimiters or instructions provided in
SKILL.mdto guide the agent in distinguishing between data and instructions or to ignore embedded commands in retrieved records. - Capability inventory: The skill grants the agent extensive write access, including the ability to create, update, and delete entities via tools like
PIPEDRIVE_ADD_A_DEAL,PIPEDRIVE_UPDATE_A_PERSON,PIPEDRIVE_DELETE_A_PERSON, andPIPEDRIVE_ADD_A_NOTE(listed inSKILL.md). - Sanitization: While
SKILL.mdmentions that note content is sanitized server-side for HTML, there are no documented filters or validation steps to mitigate prompt injection risks within the natural language processed by the AI.
Audit Metadata