[doc] refactor: split technique guidance into docs, skills, and knowledge#2809

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yaoyu-33 wants to merge 7 commits intomainfrom

yuya/public-perf-techniques-knowledge

Commits on Mar 15, 2026

docs: separate technique guidance into docs, skills, and knowledge
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Commits on Mar 16, 2026

docs: add parallelism strategy selection guide with MoE-specific layouts
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[doc] refactor: co-locate technique skills with machine-readable cards
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Commits on Mar 17, 2026

[doc] feat: add CUDA graphs perf technique skill and docs
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Commits on Mar 18, 2026