5.3 The Iteration Loop
The Iteration Loop
Continuous improvement through feedback
The Four-Step Loop
Run the Skill with a Test Prompt
Start with a realistic use case that represents typical usage.
Compare Output to Expectations
Check format, content, completeness. Note any deviations from expected behavior.
Adjust Instructions or Examples
Modify the parts that did not work. Add examples, clarify steps, add guardrails.
Repeat Until Consistent
Aim for 5 or more successful runs in a row with different inputs.
Performance Baseline
| Metric | Without Skill | With Skill |
|---|---|---|
| Messages | 15 back-and-forth | 2 clarifying questions |
| Failed API calls | 3 | 0 |
| Tokens consumed | 12,000 | 6,000 |
Use these numbers as your performance baseline. After each iteration, measure whether your Skill is improving or regressing.
Keep a Change Log
Track what you changed and why. This helps you understand which instruction patterns work best and speeds up future Skill development.
Diminishing Returns
After 3-4 iterations, most Skills reach a plateau. If you are still fixing issues after 5 iterations, consider whether your Skill scope is too broad.
Iteration Principle
The iteration loop is where good Skills become great. Each cycle teaches you to write better instructions, create more precise triggers, and handle more edge cases. Embrace the process.
Krok za krokem proces zdokonalování s výkonnostním základem.
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