# ai-infra-auto-driven-skills

**Agent-ready skills for LLM serving benchmarks, profiler triage, capacity planning, model Day-0 support, code review, incident triage, and model PR history across SGLang, vLLM, TensorRT-LLM, and TokenSpeed — plus SGLang PR and article explainer videos.**

- Tier: Indexed (plain plugin)
- Category: Machine Learning
- Page: https://www.flowy.sh/listings/bbuf-ai-infra-auto-driven-skills
- Source: https://github.com/BBuf/AI-Infra-Auto-Driven-SKILLS
- Price: free and open source

## Summary
ai-infra-auto-driven-skills is a Claude Code plugin with 11 hand-picked skills, indexed on Flowy in the Machine Learning category. Install it with the command on its page. It includes llm-pipeline-analysis, llm-serving-auto-benchmark, llm-serving-capacity-planner. Its skills do not fire on their own yet. Request auto-invocation to have Flowy route them as you prompt. Free and open source.

## Install (Claude Code)
```
/plugin marketplace add BBuf/AI-Infra-Auto-Driven-SKILLS
/plugin install ai-infra-auto-driven-skills@ai-infra-auto-driven-skills
```

## Skills
- llm-pipeline-analysis
- llm-serving-auto-benchmark
- llm-serving-capacity-planner
- llm-torch-profiler-analysis
- model-architecture-diagram
- model-compute-simulation
- sglang-model-day0-support
- sglang-explainer-video
- sglang-humanize-review
- sglang-prod-incident-triage
- torch-profiler-layer-track

## FAQ

### What is ai-infra-auto-driven-skills?
Agent-ready skills for LLM serving benchmarks, profiler triage, capacity planning, model Day-0 support, code review, incident triage, and model PR history across SGLang, vLLM, TensorRT-LLM, and TokenSpeed — plus SGLang PR and article explainer videos.

### How do I install ai-infra-auto-driven-skills?
Run these in Claude Code: /plugin marketplace add BBuf/AI-Infra-Auto-Driven-SKILLS then /plugin install ai-infra-auto-driven-skills@ai-infra-auto-driven-skills. Then prompt normally.

### Does ai-infra-auto-driven-skills auto-invoke its skills?
Not yet. It is indexed on Flowy as a plain plugin. Request auto-invocation on its page and Flowy will route its skills for you as you prompt.

### Is ai-infra-auto-driven-skills free?
Yes. Flowy is free and open source, with nothing gated. You can read every skill in full before you install.