openJiuwen

You can perform kernel profiling, convert SOP documentation into executable skill structures, extract line items from financial documents, and analyze MoE phase timing using Perfetto trace data. These functions enable systematic documentation auditing and hardware-specific performance optimization for complex computational models.

This platform is designed for machine learning engineers, kernel developers, and technical documentation specialists. It specifically supports those working on Ascend hardware optimization, MoE architecture tuning, and enterprise-grade knowledge base management through structured document ingestion and performance benchmarking.

Execution requires a local environment configured for the JiuwenSwarm runtime, including access to the skvm environment for profiling and JIT optimization. Users must also ensure their source data, such as SOP documents or trace files, are formatted correctly for the respective ingestion and analysis modules.