Incorporate KernelAgent patterns: NCU diagnostics, persistent matmul, TMA, GPU specs

Update README with refined skill descriptions and process details

Refine 6 skills with verified patterns from production Triton kernels

Fix correctness issues from multi-model review

Add 3 gap-closing skills from real-world kernel analysis

Fix repo URL in README installation instructions

Initial commit: Triton GPU kernel skills for Claude Code