Compare vLLM serving benchmark outputs before and after a code change.
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Analytics & Monitoring · Learning & Documentation · Communication & Collaboration · Security & Testing
12 agent skills — instructions the agent loads on demand. 12 of 12 are free. Median context cost 63.8k tokens.
Discovers and analyzes open-source contribution opportunities across the vLLM repository for community developers.
Design and implement vLLM features. Given user requirements (feature description, related PRs, reference materials), produces (1) core…
Generate comprehensive Chinese technical tutorial documents for vLLM features and modules.
Generate comprehensive Chinese technical tutorial documents for specific vLLM models (e.g., Qwen3-VL, DeepSeek-V3, Llama 4, InternVL3…
Fetches, categorizes, and generates structured reports on multimodal-related open issues from the vLLM repository.
Generate a vLLM-style PR description (Purpose / Test Plan / Test Result) from a GitHub PR's code changes.
Fetch and analyze a Pull Request from the vllm-project/vllm GitHub repository, then generate a comprehensive Markdown report covering PR…
Generate a vLLM-style RFC (Request for Comments) document based on user input.
Review AMD/ROCm-related pull requests from the vllm-project/vllm GitHub repository and produce a single combined Chinese report: a…
Write or complete Chinese vLLM technical blog posts in the author's established Zhihu style.
Generate test cases for the vllm-project/vllm repository (https://github.com/vllm-project/vllm).
The rest either hold an API key issued by the publisher or ask for nothing.
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