AKO4X
Description
Agentic Kernel Optimization — advanced & eXtensible: a closed-loop, campaign-based multi-agent system for optimizing GPU kernels (benchmark-swappable; default flashinfer-bench).
Installation
This entry records only its repository, not the path inside it, so there is no
exact command to give. Open the source below and copy the folder into
~/.claude/skills/, or the file into ~/.claude/agents/.
README
AKO4X
Agentic Kernel Optimization — advanced & eXtensible
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Geomean speedup over the FlashInfer expert on the 5 MLSys-2026 contest kernels (NVIDIA B200) — AKO4X clears the expert by up to 30.71× on DSA sparse attention, and stays ahead of the concurrent KDA submission on all five. Full breakdown in Results.
News
- 🔌 [2026.08.17] **dsh-kernel-opt** is open-source — a DeepSeek Harness (DSH) plugin that makes a kernel-optimization run watchable and steerable live; AKO4ALL's evaluator ships inside it as the built-in default.
- 📄 [2026.05.31] The AKO tech report is now available.
- 🚀 [2026.05.31] AKO4X is now open-source — the closed-loop, campaign-based system behind our MLSys 2026 competition entry.
- ✨ [2026.05.31] [**AKO4AL
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