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vllm-feature-tutoriallisted

Generate comprehensive Chinese technical tutorial documents for vLLM features and modules. Produces deep-dive code walkthrough documents with Mermaid architecture/flow diagrams, comparison tables, code snippets, and performance analysis. Output is saved as Markdown to the skill's outputs/ directory. TRIGGER when: user asks to learn about a vLLM feature, module, or subsystem (e.g., "我想了解 vllm 中的 xxx", "帮我生成 vllm xxx 的教程", "generate a tutorial for vllm's xxx feature", "vllm xxx 特性分析"). DO NOT TRIGGER when: user asks about non-vLLM projects, or asks for simple Q&A without requesting a tutorial document.
shen-shanshan/vllm-dev-skills · ★ 16 · AI & Automation · score 80
Install: claude install-skill shen-shanshan/vllm-dev-skills
# vLLM Feature Tutorial Generator Generate a comprehensive code walkthrough tutorial document for a given vLLM feature or module. ## Workflow ### Step 1: Identify the Feature Extract the feature/module name from the user's request. Examples: - "spec decode" / "speculative decoding" - "chunked prefill" - "automatic prefix caching" - "tensor parallelism" - "KV cache management" - "continuous batching" - "LoRA" - "multimodal" ### Step 2: Research the Feature Gather information from multiple sources. This is the most important step — thorough research determines document quality. **2a. vLLM Official Documentation** - Fetch relevant pages from `https://docs.vllm.ai/en/latest/` using WebFetch - Look for design docs, API references, usage guides **2b. vLLM Source Code** - Use `gh api` or WebFetch to browse the vLLM GitHub repo (`vllm-project/vllm`) - Identify core source files for the feature (use GitHub code search or browse directory structure) - Read key implementation files to understand: - Core classes and their responsibilities - Key interfaces and method signatures - Data flow and control flow - Important algorithms and data structures **2c. Related Resources** - Search for relevant blog posts, papers, or design documents - Check vLLM GitHub discussions/issues for design rationale ### Step 3: Generate the Tutorial Document Read [references/style-guide.md](references/style-guide.md) for the complete document structure and formatting conventions. Key require