Lightweight AI red teaming harness for authorized agent / GenAI challenges (BCTF Agent Plus–style): schedule, bounded recon, validate, digest.
Stream-split a model-authored monologue block into a visible thinking channel. Zero-dependency Python filter. 让思考链回到模型自己笔下。
The authentication glue you need.
ROS 2 LiDAR SLAM for pointcloud-map authoring, benchmarking, and Autoware-compatible map workflows.
Research and writing can be automated. Authorship cannot. Evidence list + agent skills for spotting AI-produced papers no human stood behind.