rocm-KDA-pilot

Orchestrator for ANY FlyDSL GPU kernel optimization loop on AMD ROCm -- FlashAttention, GEMM, MoE (incl. MXFP4/fp8), and other FlyDSL kernels, on gfx942 / gfx950 / gfx1250. Use whenever the task is tuning or optimizing a FlyDSL kernel (raise MFU/TFLOPS, cut latency, fix a profiled bottleneck), not just FlashAttention. Combines ROCmKernelWiki, flyprof (flydsl-rocprof-cli), rocm-report-skill, benchmark discipline, and Humanize RLCR. For FlyDSL kernels profiling MUST go through flyprof + rocm-report-skill -- never hand-roll a rocprofv3 collection script.

Use to turn a ROCm/FlyDSL kernel-optimization issue into a ready-to-run Humanize task -- provision a fresh FlyDSL-lab worktree+branch, snapshot the issue into a draft, generate the plan, and stop at the human review gate. Fixed /sgl-workspace layout. Pairs with rocm-kda-pilot.