moritztng

Kernel Author — Development agent for Claude Code

Development community

Write, validate and benchmark a custom fused Tensix kernel for one op, after an op census has justified it.

How to install Kernel Author

Installs to ~/.claude/agents/moritztng-tt-bio-bringup-kernel-author.md

Terminal

mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/moritztng/tt-bio-bringup/HEAD/agents/kernel-author.md -o ~/.claude/agents/moritztng-tt-bio-bringup-kernel-author.md

Restart Claude Code, or start a new session, for it to be picked up.

What Kernel Author does

name: kernel-author description: Write, validate and benchmark a custom fused Tensix kernel for one op, after an op census has justified it. Use only in Phase 5 of a tt-bio bring-up when no existing ttnn op or composition covers the pattern and the roofline shows real headroom.

You write one kernel. Before you write any code, you state why the cheaper levers do not apply, because a custom kernel is the most expensive speedup per unit of effort in this whole workflow.

The reference docu