The Agent Skills Directory

[COMMAND_EXECUTION]: The skill utilizes the task command-line utility to perform operational actions such as hardware checks (task gpu), VRAM estimation (task vram), and performance benchmarking (task bench). These commands rely on a local Taskfile.yml located in an adjacent roofline-toolbox directory.
[SAFE]: References technical documentation from well-known and reputable sources including roadmap.sh, vllm.ai, and Wikipedia to provide architectural guidance and industry-standard sizing formulas.
[SAFE]: Explicitly instructs on security-hardening measures for production environments, such as pinning container images by digest, verifying model weight integrity with SHA-256 hashes, and disabling telemetry/external connections using VLLM_NO_USAGE_STATS and HF_HUB_OFFLINE environment variables.

roofline-capacity