Honey · HD-0072

Audit-First Diagnostic Prompting

$49

A prompting methodology that structures agent diagnostic sessions as audits rather than fix attempts — observe, classify, and document before recommending any action. Includes a diagnostic prompt template, a classification taxonomy for agent failures, and a worked example. Reduces the time spent fixing the wrong problem.