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Requirements for the SGLang scripted runtime, chiefly when to add (vs not add) a harness API. Use for anything related to the scripted runtime.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Step-by-step tutorial for adding a new lightweight JIT CUDA kernel to sglang's jit_kernel module
Guide to SGLang CI workflow orchestration — stage ordering, fast-fail, gating, partitioning, execution modes, and debugging CI failures. Use when modifying CI workflows, adding stages, debugging CI pipeline issues, or understanding how tests are dispatched and gated across stages.
Guide for writing SGLang CI/UT tests. Covers CustomTestCase, CI registration, server fixtures, model selection, mock testing, and test placement. Always read test/README.md for the full CI layout, how to run tests, and extra tips. Use when creating new tests, adding CI test cases, writing unit tests, or when the user asks to add tests for SGLang features.
Unified LLM torch-profiler triage skill for `sglang`, `vllm`, `TensorRT-LLM`, and `TokenSpeed`. Use it to inspect an existing `trace.json(.gz)` or profile directory, or to drive live profiling against a running server when supported and return one three-table report with kernel, overlap-opportunity, and fuse-pattern tables.
Use when benchmarking denoise latency or profiling a diffusion bottleneck in SGLang.
Use when choosing the fastest SGLang Diffusion flags for a model, GPU, and VRAM budget.
| name | scripted-runtime-notes |
| description | Requirements for the SGLang scripted runtime, chiefly when to add (vs not add) a harness API. Use for anything related to the scripted runtime. |
Notes for anything related to the SGLang scripted runtime.
Tests read r.req.* and t._scheduler.* directly — there is no encapsulation boundary. A thin wrapper buys zero isolation; it only grows the surface.
Add an API only if it does real work:
start_req, pause_generation, abort, evict_radix, exhaust_kv). Reuse the real path; never hand-mutate state.scheduler_hook.on_run_batch or the recv proxy (chunks_done). Read-only; never monkey-patch; never add *_count to srt/.chunked_req + waiting_queue + running_batch + last_batch (is_idle, status, batch_composition).Else: don't. Read r.req.X / t._scheduler.X in the test; inline single-use accessors.
Never:
scheduler._abort_on_waiting_timeout()) from the harness/test — it runs at the wrong loop phase, bypasses the ordered recv_requests → process_input_requests injection, and can fire in states the real loop never reaches (e.g. while paused). For sweeps the engine runs itself (timeout/idle), enable the config/env and advance the loop with yield.