A briefing file that lets a big model write plans a local 9B can actually execute (and cut my Claude token spend)

I've been running Ornith 1.5-9B (8-bit) as a local coding agent on real engineering work. It can do the work, but only when the plan is written for a small model. I wrote down what I learned into a public file meant to be handed to a stronger planning model (I use Claude Code): https://git.teamide.d

中文全文翻译正在补齐，可先查看下方英文原文。

I've been running Ornith 1.5-9B (8-bit) as a local coding agent on real engineering work. It can do the work, but only when the plan is written for a small model. I wrote down what I learned into a public file meant to be handed to a stronger planning model (I use Claude Code): https://git.teamide.d