Step-by-step tutorial for adding a new lightweight JIT CUDA kernel to sglang.kernels JIT infrastructure and public operator groups
日本語の概要は準備中です。原文の説明を表示しています。
sgl-project/sglang3.7万2026年10月13日 更新
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ci-test-audit
Audit the existing test tree and CI configuration for improvements, using a catalog of patterns previously applied in this repo. Use when asked to audit tests or CI, shrink CI time or cost, find redundant or misplaced tests, clean up a test group, or review whether a CI change follows established practice.
含まれるファイル（2）
- SKILL.md2.0 KB
- action-items.md15.7 KB
SKILL.md（原文）
インストールする前に、エージェントに与えられる指示の中身を確認できます。
CI / Test Audit
Audits what is already in test/, .github/ and scripts/ci/. For writing a new test see
write-sglang-test; for how the pipeline dispatches and
gates work see ci-workflow-guide.
How to use it
Read action-items.md first. It is a catalog of patterns that have been applied to this repo, each with a way to spot it and example PRs. The catalog is the substance of this skill; everything below is only scaffolding.
The user says what to audit -- a test group, a stage, a workflow file, or a complaint like "this suite is slow" -- and how thoroughly. Read that scope and decide which patterns apply.
An audit is only useful if it is specific. "This suite could be trimmed" is not a
finding; "TestFooLargePage is a strict subset of TestFooRetractLargePage, drop it"
is. Every finding needs the file, the pattern it matches, and what to do.
Reporting
Group findings by confidence in the claim, not by pattern id. Lead with the ones where the evidence is in the file you just read; keep the speculative ones separate and say what you would need to check. Skip anything you are not reasonably sure about -- a long list of maybes costs more to triage than it saves.
Propose, do not apply. Deleting a test, moving a registration to another stage, and changing a threshold are all decisions for the user. Land them as separate changes, since a trim and a threshold change fail for different reasons.
Keeping the catalog current
Example PRs age. When a pattern shows up in newer work, or a new pattern recurs, update
action-items.md: the pattern text should stay general, the examples are
replaceable evidence.
レビュー
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同じリポジトリのスキル
概要と使いどころ
Step-by-step tutorial for adding a heavyweight AOT CUDA/C++ kernel to sgl-kernel (including tests & benchmarks)
日本語の概要は準備中です。原文の説明を表示しています。
sgl-project/sglang3.7万2026年10月13日 更新
Start and persistently pursue a goal to babysit an SGLang pull request until selected GitHub Actions workflows pass on the latest PR head. Use when asked to monitor, babysit, retry, or fix PR CI for lint.yml, pr-test.yml, pr-test-extra.yml, AMD, or other named workflows; classify failures as PR-related versus flaky or infrastructural, auto-fix and push only small clean fixes, rerun failed jobs only up to 10 times, and ignore unselected workflows.
日本語の概要は準備中です。原文の説明を表示しています。
sgl-project/sglang3.7万2026年10月13日 更新
Guide to SGLang CI workflow orchestration — stage ordering, fail-fast, 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.
日本語の概要は準備中です。原文の説明を表示しています。
sgl-project/sglang3.7万2026年10月13日 更新
Audit SGLang startup logs, save evidence, and propose cleanup for user review. With no arguments, run Qwen3-8B at TP1 and TP2 plus gpt-oss-20b at TP1.
日本語の概要は準備中です。原文の説明を表示しています。
sgl-project/sglang3.7万2026年10月13日 更新
Compute the optimal --mamba-full-memory-ratio (or --max-mamba-cache-size pin) for a hybrid attention + linear-attention (Mamba / GDN / KDA) model's two serving memory pools, from the workload and serving config. Use when a user asks what ratio to set, why concurrency is clamped, or how to size the state vs KV pools for a hybrid model.
日本語の概要は準備中です。原文の説明を表示しています。
sgl-project/sglang3.7万2026年10月13日 更新