sglang-sota-humanize-loop
Pass
Audited by Gen Agent Trust Hub on Sep 3, 2026
Risk Level: SAFECOMMAND_EXECUTION
Full Analysis
- [COMMAND_EXECUTION]: The skill executes various performance-related tools and scripts, including
sglang,vllm,tensorrt-llm,tokenspeed,nsight compute (ncu), andtorch-profiler. These are standard tools for the stated purpose of LLM serving optimization. - [DATA_EXPOSURE]: The skill includes an explicit instruction to 'Never save Hugging Face tokens or other secrets in artifacts,' which is a positive security practice.
- [REMOTE_CODE_EXECUTION]: The skill uses a Humanize RLCR loop triggered via
setup-rlcr-loop.sh. This is a local script execution within the environment's resolved runtime roots (e.g.,~/.claude/skills/humanize) and is used for autonomous agentic workflows. - [PRIVILEGE_ESCALATION]: The skill contains explicit constraints against privilege abuse, specifically stating: 'Never kill another user's process or delete shared model caches.'
- [INDIRECT_PROMPT_INJECTION]: The skill possesses a surface for indirect injection as it reads PR history and external documentation (Category 8c). However, it uses these only for decision support and includes mandatory verification steps (re-running benchmarks and profiles) that mitigate the impact of potentially poisoned instructions in external data. This risk is assessed as LOW and does not escalate the verdict.
Audit Metadata