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Think out loud about a problem, decision, or approach — Socratic friction to help you find clarity, not sympathy
Passed 19 of 25 test cases with the skill, and 5 of 25 without it.
and 20 more in the full report
15 fixed4 passed either way5 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 15 test cases the skill fixed. Same model, same prompt, with and without the skill.
My Redis cache isn't returning data in production. What should I check?
| Checked | Without skill | With skill |
|---|---|---|
| The response asks no more than 4 diagnostic questions. | Missed | Passed |
| The response asks for expected versus actual behavior. | Missed | Passed |
The instructions your model reads when the skill loads.
Trigger when you see:
Do NOT immediately propose solutions. Even if you think you know the answer.
Let me make sure I understand the problem clearly.
1. **What did you expect to happen?**
[Get specific desired outcome]
2. **What actually happened?**
[Get specific observed behaviour, error messages, symptoms]
3. **What have you tried so far?**
[Understand their mental model and eliminate paths]
test cases passed, vs 5 / 25 without
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