training-timing-check

To audit training session timing, input your planned agenda with precise segment durations and session titles. The Skill applies a time tax to interactive segments like Q&A and group exercises, generating a single audit table comparing planned versus realistic timings.

Expectation decay risk is the likelihood of degraded training quality when sessions exceed allotted time limits. The time audit assesses this risk for long-running sessions and flags specific content for cuts or expansion to mitigate rushed delivery.

You calculate realistic time estimates by applying a time tax multiplier to interactive segment types such as storytelling, group exercises, and Q&A. This adjusts the planned durations to reflect actual delivery time, preventing underestimated session lengths.

You can use this time audit for any training session plan, provided you supply precise segment durations and accurate session titles. These exact inputs are required for the Skill to calculate timing deltas and generate actionable recommendations.

The best way to identify content for cuts is running a timing audit that compares planned against realistic timings. It applies a time tax to interactive segments and provides actionable recommendations on which specific content to cut or expand.

Training sessions run over time limits because planners underestimate interactive segments. A time audit applies a time tax to activities like group exercises and Q&A, revealing the realistic duration and highlighting overages in an audit table.