kongtou-1

Distill a graduate supervisor/mentor into an AI Skill. Auto-collect papers/research records/supervision logs, generate academic guidance Skill + Mentor Persona, with continuous evolution. | 蒸馏研究生导师/教授成 AI Skill，自动采集论文/项目/指导记录，生成学术指导 Skill + 导师风格 persona，支持持续进化。

Create, reproduce, validate, troubleshoot, or package a MinerU 3.4.4 GPU deployment using Docker Desktop/WSL2 or Linux, NVIDIA CUDA 12.9, vLLM 0.21.0, the vlm-engine backend, baked-in offline models, and FastAPI. Use when Codex needs to deploy MinerU without the low-accuracy pipeline backend, prepare a reusable/offline Docker image, diagnose MinerU CUDA or container startup failures, or generate the validated RTX 3060 12GB deployment template.