Development · SGLang

Unified LLM torch-profiler triage skill for sglang, vllm, TensorRT-LLM, and TokenSpeed.

sgl-project/sglang

Start and persistently pursue a goal to babysit an SGLang pull request until selected GitHub Actions workflows pass on the latest PR head.

sgl-project/sglang

Debug hanging issues in SGLang distributed inference (TP/PP/DP/EP).

sgl-project/sglang

Analyzes Torch Profiler traces from SGLang, vLLM and TensorRT-LLM servers into kernel attribution, overlap and fusion tables.

BBuf/AI-Infra-Auto-Driven-SKILLS

A skill your agent uses when benchmarking denoise latency or profiling a diffusion bottleneck in SGLang.

sgl-project/sglang

Reviews SGLang changes the way its maintainers do, drawing on a bundled corpus of public PR review threads and a flowchart of how the diff runs.

BBuf/AI-Infra-Auto-Driven-SKILLS

Sets up a structured debugging session for a Dynamo bug — pull the report from a Linear ticket, GitHub issue, or pasted text, capture the environment, create a persistent worklog markdown file, and…

ai-dynamo/dynamo

Guide to SGLang CI workflow orchestration — stage ordering, fail-fast, gating, partitioning, execution modes, and debugging CI failures.

sgl-project/sglang

Review a pull request against the SGLang Cookbook (docs/, Mintlify) contribution checklist — the config-driven format (per-model config + benchmarks JSX consumed by the shared deployment.jsx /…

sgl-project/sglang

Call this skill when you need to debug CUDA crashes in SGLang using kernel API logging

sgl-project/sglang

Bump Heron version via the VERSION-file SSOT. An agent skill from Netis/heron.

Netis/heron

Breaks LLM torch profiler traces down by forward pass, layer and kernel, with timing tables and Perfetto time ranges for the layers you want to inspect.

BBuf/AI-Infra-Auto-Driven-SKILLS

Add or verify a model's chat prompt rendering and tokenization in rust/sglang-processor so it matches SGLang's Python serving path exactly (same prompt text, same token ids).

sgl-project/sglang

Capture torch.profiler traces on a running FlashRec server. An agent skill from sohu-mptc/FlashRec.

sohu-mptc/FlashRec