Promptles
Errors

Quantify the Problem

Put numbers on the problem: how slow is it (8 seconds), how much data is involved (2M rows), what's the expected performance? Quantified problems lead to measurable fixes. 'The query is slow' is subjective: '8-second load time on 2M rows without an index' tells Claude exactly what to optimize.

Where you'll practice this

One Promptles scenario teaches this principle directly.

  • The Slow Query

    Your admin dashboard takes 8 seconds to load. After profiling, you traced the bottleneck to the `getMonthlyReport()` function in `api/reports.ts`, which queries the `transactions` table. The table has 2 million rows and the query filters by `created_at` but there's no index on…

Other principles in Errors