semantic-circuit-breakerProtect downstream services by monitoring semantic content quality and triggering circuit breaks based on semantic drift, inconsistency, factual errors, or t...
federated-chaos-testingSimulate faults in federated learning systems by injecting noise, dropout, data poisoning, and delays to evaluate model robustness and fault tolerance.
edge-knowledge-graphBuild and query focused knowledge graph subgraphs locally on resource-limited edge devices for low-latency, offline-aware reasoning and incremental updates.
personal-energy-manager帮助用户识别并优化个人精力波动，合理分配任务与恢复，提升日均有效产出，避免精力枯竭。
programmer-cognition程序员认知 Skill —— SOUL 五律适配软件开发，代码审查四向碰撞+部署红线+CI自进化