The Agent Skills Directory

[DYNAMIC_EXECUTION]: The documentation includes usage patterns for DeepSpeed's operation builders (like AsyncIOBuilder and GDSBuilder) which perform Just-In-Time (JIT) compilation of C++ and CUDA extensions. This is a core feature of the DeepSpeed library designed to optimize performance on specific hardware during runtime.
[PRIVILEGE_ESCALATION]: The skill documentation notes that the ds_nvme_tune utility requires sudo access. This is an expected requirement for a tool that interacts with hardware settings and flushes system page caches to perform accurate I/O benchmarking.
[EXTERNAL_DOWNLOADS]: The skill refers to standard machine learning infrastructure, including the deepspeed, torch, and transformers libraries, as well as public research datasets like 'The Pile'. It also guides users to install necessary system headers (e.g., libaio-dev) via standard system package managers.
[INDIRECT_PROMPT_INJECTION]: As an educational and assistant-style skill, it provides a surface for processing user-supplied code snippets. However, the skill acts as a static knowledge base of official documentation and does not include any automated execution of untrusted data or malicious instructions.

deepspeed