From 51ee17ce44c565f58e6b4792465a84001798d467 Mon Sep 17 00:00:00 2001
From: Xiaoyu Zhang <35585791+BBuf@users.noreply.github.com>
Date: Tue, 3 Mar 2026 02:51:29 +0800
Subject: [PATCH] [diffusion] move skills dir (#19697)

---
 .../.claude/skills/diffusion-kernel/SKILL.md  | 35 +++++++++++++++++++
 .../diffusion-kernel}/add-triton-kernel.md    |  0
 .../diffusion-benchmark-and-profile.md        |  0
 .../diffusion-kernel}/nsight-profiler.md      |  0
 .../use-efficient-diffusion-kernels.md        |  0
 .../diffusion-perf/SKILL.md                   |  0
 6 files changed, 35 insertions(+)
 create mode 100644 python/sglang/multimodal_gen/.claude/skills/diffusion-kernel/SKILL.md
 rename {.claude/skills/diffusion => python/sglang/multimodal_gen/.claude/skills/diffusion-kernel}/add-triton-kernel.md (100%)
 rename {.claude/skills/diffusion => python/sglang/multimodal_gen/.claude/skills/diffusion-kernel}/diffusion-benchmark-and-profile.md (100%)
 rename {.claude/skills/diffusion => python/sglang/multimodal_gen/.claude/skills/diffusion-kernel}/nsight-profiler.md (100%)
 rename {.claude/skills/diffusion => python/sglang/multimodal_gen/.claude/skills/diffusion-kernel}/use-efficient-diffusion-kernels.md (100%)
 rename python/sglang/multimodal_gen/.claude/{.skills => skills}/diffusion-perf/SKILL.md (100%)

diff --git a/python/sglang/multimodal_gen/.claude/skills/diffusion-kernel/SKILL.md b/python/sglang/multimodal_gen/.claude/skills/diffusion-kernel/SKILL.md
new file mode 100644
index 000000000..7b696903d
--- /dev/null
+++ b/python/sglang/multimodal_gen/.claude/skills/diffusion-kernel/SKILL.md
@@ -0,0 +1,35 @@
+---
+name: diffusion-kernel
+description: Index for SGLang Diffusion kernel development skills.
+---
+
+# Diffusion Kernel Skills
+
+## Directory Layout
+
+```
+python/sglang/multimodal_gen/.claude/skills/diffusion-kernel/
+├── SKILL.md
+├── add-triton-kernel.md
+├── diffusion-benchmark-and-profile.md
+├── nsight-profiler.md
+└── use-efficient-diffusion-kernels.md
+```
+
+## Index
+
+- [add-triton-kernel.md](./add-triton-kernel.md)
+
+  Step-by-step guide for adding a new Triton kernel to SGLang Diffusion's `jit_kernel` module, including authoring, autotune, `torch.compile` compatibility, integration, and tests.
+
+- [use-efficient-diffusion-kernels.md](./use-efficient-diffusion-kernels.md)
+
+  Practical guidance for using SGLang Diffusion fused kernels and fast CUDA paths, including constraints, fallbacks, and where the fused ops are wired into the runtime.
+
+- [diffusion-benchmark-and-profile.md](./diffusion-benchmark-and-profile.md)
+
+  End-to-end benchmarking and profiling guide for SGLang Diffusion models, including denoise latency measurement, per-layer breakdown, and regression tracking.
+
+- [nsight-profiler.md](./nsight-profiler.md)
+
+  Advanced profiling skill for NVIDIA Nsight Systems / Nsight Compute: collecting traces, reading reports, and interpreting kernel-level performance metrics.
diff --git a/.claude/skills/diffusion/add-triton-kernel.md b/python/sglang/multimodal_gen/.claude/skills/diffusion-kernel/add-triton-kernel.md
similarity index 100%
rename from .claude/skills/diffusion/add-triton-kernel.md
rename to python/sglang/multimodal_gen/.claude/skills/diffusion-kernel/add-triton-kernel.md
diff --git a/.claude/skills/diffusion/diffusion-benchmark-and-profile.md b/python/sglang/multimodal_gen/.claude/skills/diffusion-kernel/diffusion-benchmark-and-profile.md
similarity index 100%
rename from .claude/skills/diffusion/diffusion-benchmark-and-profile.md
rename to python/sglang/multimodal_gen/.claude/skills/diffusion-kernel/diffusion-benchmark-and-profile.md
diff --git a/.claude/skills/diffusion/nsight-profiler.md b/python/sglang/multimodal_gen/.claude/skills/diffusion-kernel/nsight-profiler.md
similarity index 100%
rename from .claude/skills/diffusion/nsight-profiler.md
rename to python/sglang/multimodal_gen/.claude/skills/diffusion-kernel/nsight-profiler.md
diff --git a/.claude/skills/diffusion/use-efficient-diffusion-kernels.md b/python/sglang/multimodal_gen/.claude/skills/diffusion-kernel/use-efficient-diffusion-kernels.md
similarity index 100%
rename from .claude/skills/diffusion/use-efficient-diffusion-kernels.md
rename to python/sglang/multimodal_gen/.claude/skills/diffusion-kernel/use-efficient-diffusion-kernels.md
diff --git a/python/sglang/multimodal_gen/.claude/.skills/diffusion-perf/SKILL.md b/python/sglang/multimodal_gen/.claude/skills/diffusion-perf/SKILL.md
similarity index 100%
rename from python/sglang/multimodal_gen/.claude/.skills/diffusion-perf/SKILL.md
rename to python/sglang/multimodal_gen/.claude/skills/diffusion-perf/SKILL.md