The Agent Skills Directory

[SAFE]: The skill is designed for deep learning kernel optimization on Blackwell GPUs. The logic involves static analysis of Python code and templated string replacements to inject performance configurations.
[EXTERNAL_DOWNLOADS]: The skill references the official Triton-to-tile-IR repository on GitHub (github.com/triton-lang/Triton-to-tile-IR) for installing the nvtriton backend. These references target well-known open-source organizations and are documented as part of the standard setup process.
[COMMAND_EXECUTION]: The skill utilizes local Python scripts (scripts/classify_kernel.py, scripts/tileir_check.py) to automate development tasks. These scripts use standard Python libraries (argparse, re, json, importlib) to perform their functions without invoking dangerous shell commands or executing untrusted input.
[DATA_EXFILTRATION]: No evidence of sensitive file access or unauthorized network communication was found. Environment checks are limited to verifying GPU capabilities and package versions locally.
[PROMPT_INJECTION]: The instructions contain clear role definitions and operational guidelines for the agent. There are no attempts to bypass safety filters or override system instructions.

kernel-tileir-optimization