autoresearch
Pass
Audited by Gen Agent Trust Hub on May 15, 2026
Risk Level: SAFE
Full Analysis
- [SAFE]: The skill provides instructions for an AI agent to act as a research architect, focusing on autonomous optimization loops. It provides a structured output template for technical design and business modeling.
- [EXTERNAL_DOWNLOADS]: The skill mentions cloning
github.com/karpathy/autoresearch. This is a reference to a repository from a well-known researcher in the AI field and is considered a safe reference in this context. - [PROMPT_INJECTION]: The skill exhibits a surface for indirect prompt injection (Category 8) as it processes user-provided goals to generate technical plans and commands.
- Ingestion points: The user provides a "goal or domain" which is processed by the agent.
- Boundary markers: None are specified to isolate the user-provided goal from the system instructions.
- Capability inventory: The agent is instructed to produce "technical setup plans" and "exact shell commands" (SKILL.md).
- Sanitization: No sanitization or validation of the user input is described in the instructions.
Audit Metadata