# shen-shanshan > Open-source publisher. Listings imported from github.com/shen-shanshan — credited to the original author with their license. - **Listings:** 10 - **Total installs:** 0 - **Profile:** https://agentstack.voostack.com/s/shen-shanshan - **Website:** https://github.com/shen-shanshan ## Published listings - [Vllm Benchmark Result Analysis](https://agentstack.voostack.com/l/skill-shen-shanshan-vllm-dev-skills-vllm-benchmark-result-analysis) — Skill · Free · security-reviewed — `agentstack add skill-shen-shanshan-vllm-dev-skills-vllm-benchmark-result-analysis` Compare vLLM serving benchmark outputs before and after a code change. Parses plain-text vLLM benchmark output (the "Serving Benchmark Result" block), computes per-metric percentage changes with improvement/regression markers, generates a Markdown report with a full metrics table and a key-changes summary, and saves it to ./outputs/. Use when the user pastes or provides vLLM benchmark output and… - [Vllm Rfc Generator](https://agentstack.voostack.com/l/skill-shen-shanshan-vllm-dev-skills-vllm-rfc-generator) — Skill · Free · security-reviewed — `agentstack add skill-shen-shanshan-vllm-dev-skills-vllm-rfc-generator` Generate a vLLM-style RFC (Request for Comments) document based on user input. Use when the user wants to create an RFC for a major architectural change or design decision in vLLM. Triggered by requests like "帮我生成一个vLLM RFC", "create a vLLM RFC for ...", "写一个RFC关于...", "生成RFC文档". - [Vllm Pr Summary](https://agentstack.voostack.com/l/skill-shen-shanshan-vllm-dev-skills-vllm-pr-summary) — Skill · Free · security-reviewed — `agentstack add skill-shen-shanshan-vllm-dev-skills-vllm-pr-summary` Fetch and analyze a Pull Request from the vllm-project/vllm GitHub repository, then generate a comprehensive Markdown report covering PR overview, code change analysis (with Mermaid architecture/flow diagrams), technical principles, discussion highlights, and risk assessment. Use when the user provides a vllm PR number and asks to summarize, analyze, review, or understand it. Triggered by request… - [Vllm Pr Desc Generator](https://agentstack.voostack.com/l/skill-shen-shanshan-vllm-dev-skills-vllm-pr-desc-generator) — Skill · Free · security-reviewed — `agentstack add skill-shen-shanshan-vllm-dev-skills-vllm-pr-desc-generator` Generate a vLLM-style PR description (Purpose / Test Plan / Test Result) from a GitHub PR's code changes. Use when the user provides a vLLM PR link or number and asks to generate, write, or draft a PR description. Triggered by requests like "帮我生成PR描述", "generate PR description for vllm PR 12345", "帮我写vllm PR的描述", "draft a PR desc for https://github.com/vllm-project/vllm/pull/12345". - [Vllm Feature Tutorial](https://agentstack.voostack.com/l/skill-shen-shanshan-vllm-dev-skills-vllm-feature-tutorial) — Skill · Free · security-reviewed — `agentstack add skill-shen-shanshan-vllm-dev-skills-vllm-feature-tutorial` > - [Vllm Feature Design](https://agentstack.voostack.com/l/skill-shen-shanshan-vllm-dev-skills-vllm-feature-design) — Skill · Free · security-reviewed — `agentstack add skill-shen-shanshan-vllm-dev-skills-vllm-feature-design` Design and implement vLLM features. Given user requirements (feature description, related PRs, reference materials), produces (1) core code implementation — NO test cases — and (2) a rich Markdown design document saved to the current project root. Use when the user asks to design a vLLM feature, implement a vLLM feature, architect a component for vLLM, generate a design doc for vLLM, or requests… - [Vllm Model Tutorial](https://agentstack.voostack.com/l/skill-shen-shanshan-vllm-dev-skills-vllm-model-tutorial) — Skill · Free · security-reviewed — `agentstack add skill-shen-shanshan-vllm-dev-skills-vllm-model-tutorial` > - [Vllm Multimodal Open Issue Analyzer](https://agentstack.voostack.com/l/skill-shen-shanshan-vllm-dev-skills-vllm-multimodal-open-issue-analyzer) — Skill · Free · security-reviewed — `agentstack add skill-shen-shanshan-vllm-dev-skills-vllm-multimodal-open-issue-analyzer` Fetch and organize multimodal-related open issues from vllm-project/vllm. Categorizes issues by problem type (Bug, Feature Request, Performance, CUDA Graph, EPD disaggregation, Prefix Caching, ViT/visual encoder, Video, Audio/Speech, specific VL models, etc.) and generates a structured Markdown report saved to the skill's ./outputs directory. Use when the user wants to collect, search, analyze, o… - [Vllm Test Generator](https://agentstack.voostack.com/l/skill-shen-shanshan-vllm-dev-skills-vllm-test-generator) — Skill · Free · security-reviewed — `agentstack add skill-shen-shanshan-vllm-dev-skills-vllm-test-generator` Generate test cases for the vllm-project/vllm repository (https://github.com/vllm-project/vllm). Use this skill when the user wants to write unit tests or integration/e2e tests for vllm code, functions, classes, or features. Triggered by requests like "帮我写XXX的测试用例", "生成XXX的单元测试", "为XXX功能写测试", "generate tests for XXX in vllm", "write a test for XXX vllm function". Do NOT use for vllm-ascend — use… - [Vllm Dev Task Discovery](https://agentstack.voostack.com/l/skill-shen-shanshan-vllm-dev-skills-vllm-dev-task-discovery) — Skill · Free · security-reviewed — `agentstack add skill-shen-shanshan-vllm-dev-skills-vllm-dev-task-discovery` Analyze contribution opportunities in the vllm-project/vllm repository for community developers. Given a module, feature, or model area, this skill collects information from open issues, recent PRs, GitHub discussions, code TODOs/FIXMEs, roadmap labels, and maintainer activity to generate a structured Markdown report of actionable tasks (feature development, model support, performance optimizatio… --- Seller on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Install any with `agentstack add `.