Open-sourced one of my most commonly used harness practices.

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Summary

Open-sourced a practice called FILETREE.md, which maintains a file with a complete file tree, AI-generated one-line descriptions, and change hashes for the project, serving as efficient context to help AI agents quickly understand the project structure.

Open-sourced one of my most commonly used harness practices. I habitually maintain a FILETREE.md in every project: a complete file tree + a one-line description generated by AI for each file + a hash to detect changes. Essentially, this builds a file-level index for the project in advance. For agents, this is extremely dense and cost-effective context—especially in small to medium projects. Adding this piece of information greatly helps agents quickly understand the entire project.
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Cached at: 05/26/26, 03:12 PM

I’ve open-sourced one of my most commonly used harness practices.

In every project, I maintain a FILETREE.md: the full file tree, a one-sentence AI-generated description for each file, and a hash to detect changes.

Essentially, this pre-builds a file-level index for the project. For an agent, it’s high-density, high-efficiency context — especially in small to medium-sized projects. Adding this bit of information greatly helps the agent quickly grasp the entire project.

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