upwork-proposal
Pass
Audited by Gen Agent Trust Hub on Sep 19, 2026
Risk Level: SAFEINDIRECT_PROMPT_INJECTION
Full Analysis
- [INDIRECT_PROMPT_INJECTION]: The skill instructions in
SKILL.mdexplicitly direct the agent to scan for and prioritize "hidden instructions" or "test instructions" found within user-provided job postings ("Testing Instruction Detection" section). This "follow them FIRST" directive creates a surface for indirect prompt injection where a malicious job description could override the agent's core instructions. - Ingestion points: The
job_descriptioninput field inSKILL.mdserves as the primary entry point for untrusted external data. - Boundary markers: The skill lacks specific delimiters or "ignore embedded instructions" warnings to isolate the untrusted job description content from the agent's system instructions.
- Capability inventory: The agent is tasked with text generation and following complex formatting rules, but the instruction to prioritize embedded content in external data significantly expands the attack surface.
- Sanitization: No validation, escaping, or filtering of the input data is described or implemented to mitigate malicious instructions within the job posting.
Audit Metadata