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How Our AI Loop Keeps the Skills Honest

· 10 min read
Alex Smith
Software Engineer

How Our AI Loop Keeps the Skills Honest, drawn as pixel art: a builder robot hands a glowing bestax cartridge across a workbench to a grader robot whose clipboard scorecard reads 95.2

Shipping seven agent skills is a claim: hand a coding agent this tooling and it builds better bestax apps than it would cold. Claims want numbers. So we grade cold agents against a frozen rubric, feed every finding back into the skills, and keep the receipts. This post is the receipts.