11 instruction files for AI agents, collected from bbuf/ai-infra-auto-driven-skills. Install any of them at an exact version with mdr add bbuf/ai-infra-auto-driven-skills/<name>.
bbuf/ai-infra-auto-driven-skills · model-pr-optimization-history/SKILL.md · Use when an SGLang, vLLM, TensorRT-LLM, or TokenSpeed serving/model optimization task needs prior model-family PR…
bbuf/ai-infra-auto-driven-skills · skills/llm-pipeline-analysis/SKILL.md · Inspect LLM torch profiler traces at forward-pass, layer, and kernel level. Use when you need layer timings…
bbuf/ai-infra-auto-driven-skills · skills/llm-serving-capacity-planner/SKILL.md · Parse SGLang/vLLM startup logs to explain GPU memory use and request capacity. Use for KV cache budget…
bbuf/ai-infra-auto-driven-skills · skills/model-architecture-diagram/SKILL.md · Return public original model architecture diagrams for user-specified LLM, VLM, MoE, diffusion, OCR, and…
bbuf/ai-infra-auto-driven-skills · skills/model-compute-simulation/SKILL.md · Build an operator-level compute template for an LLM and estimate FLOPs/MFU for a serving shape. Use when you need…
bbuf/ai-infra-auto-driven-skills · skills/model-optimization/sglang-model-day0-support/SKILL.md · Build or audit an evidence-driven SGLang Day-0 support program for a new LLM, VLM, MoE, hybrid-attention, or…
bbuf/ai-infra-auto-driven-skills · skills/sglang-explainer-video/SKILL.md · Turn an SGLang PR (number or URL) or a technical article (Markdown path) into a Chinese explainer video that fully…
bbuf/ai-infra-auto-driven-skills · skills/sglang-prod-incident-triage/SKILL.md · Replay-first debug flow for SGLang serving problems. Use when a live or recent server shows health-check failures…