linkedin-humanizer
Pass
Audited by Gen Agent Trust Hub on Oct 8, 2026
Risk Level: SAFEINDIRECT_PROMPT_INJECTIONDATA_EXFILTRATIONCOMMAND_EXECUTION
Full Analysis
- [INDIRECT_PROMPT_INJECTION]: The skill processes untrusted user-supplied text (LinkedIn posts, comments, and DMs) to perform complex linguistic transformations. It possesses significant capabilities, including the ability to write persistent voice profile files to parent directories (
../../references/voice-profile.md) and perform network operations via external scripts and libraries. The instructions lack explicit boundary markers or sanitization steps for the ingested content, creating a surface for indirect prompt injection where malicious instructions in the input text could potentially influence agent behavior. - Ingestion points: Ingests any text (posts, comments, DMs) in
SKILL.mdand writing samples insub-skills/voice-profile.md. - Boundary markers: Absent; no delimiters or "ignore embedded instructions" warnings are specified for the untrusted input.
- Capability inventory: File writing to
../../references/voice-profile.md, network access viascripts/test_detectors.py, and library-based network calls for image generation and profile fetching (lib.illustrate,lib.ApifyClient). - Sanitization: Absent; the skill performs regex-based transformations but does not sanitize content against instruction-overriding patterns.
- [DATA_EXFILTRATION]: The
detector-testersub-skill and thescripts/test_detectors.pyscript transmit the full content of user-supplied drafts to multiple third-party services (GPTZero, Originality.ai, ZeroGPT, Sapling, and Copyleaks) for AI detection. While this is a documented feature and requires user-provided API keys, it involves sending potentially sensitive or confidential unpublished text to external entities over the network. - [COMMAND_EXECUTION]: The skill instructions direct the agent to execute a local Python script (
scripts/test_detectors.py) to perform its parallel detection workflow. This script makes outbound network requests to various AI detection APIs.
Audit Metadata