Loading skill
Install any skill in seconds. Free to start, no credit card required.
Get Started Free →Reproduce, minimize, localize, identify root cause, and distinguish diagnosis from an authorized fix. Prefer root-cause over symptom patches.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | -36% | 0% |
| case-03 | ✗→✓ | ▲ Improved | -42% | 0% |
| case-02 | ✓→✓ | ＝ Same ✓ | -42% | 0% |
| case-04 | ✓→✓ | ＝ Same ✓ | -14% | 0% |
| case-05 | ✓→✓ | ＝ Same ✓ | -42% | 0% |
Use for failures, flakes, wrong outputs, crashes, and regressions.
Other measured skills in the registry, with their headline benchmark lift.