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claude: add workload collection skill #182

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yyihuang Jan 30, 2026
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Merge branch 'main' of github.com:flashinfer-ai/flashinfer-bench
yyihuang Feb 2, 2026
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yyihuang Feb 3, 2026
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11 changes: 3 additions & 8 deletions .claude/skills/add-reference-tests/SKILL.md
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Expand Up @@ -67,14 +67,9 @@ Run `/clone-repos` first to set up the `tmp/` directory with SGLang and FlashInf

For each definition, locate ground truth implementation using this priority order:

#### For Model Constants: SGLang Model Config (Required)
- **Location**: `tmp/sglang/python/sglang/srt/models/{model_name}.py`
- **Use for**: Extracting and validating model-specific constant values
- **Examples**:
- `num_attention_heads`, `num_key_value_heads`, `head_dim`
- `hidden_size`, `intermediate_size`
- `num_experts`, `topk`, `n_group`, `topk_group`
- **Important**: Test constants must match SGLang model config
#### For Model Constants: HuggingFace + SGLang (Required)

**Note**: See [extract-kernel-definitions](../extract-kernel-definitions/SKILL.md#for-model-constants-huggingface-model-page--sglang-model-config-required) for detailed guidance on sourcing model constants from HuggingFace and SGLang.

#### For Ground Truth Execution: FlashInfer API (Primary)
- **When**: FlashInfer has the kernel implementation (MOST kernels)
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