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Guides when to ask clarifying questions versus proceed autonomously. Use to reduce unnecessary clarifying questions when intent is clear.
Passed 18 of 22 test cases with the skill, and 13 of 22 without it.
and 2 more in the full report
5 fixed13 passed either way4 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 5 test cases the skill fixed. Same model, same prompt, with and without the skill.
Move the log files out of `/var/log/app/`. State your response action.
| Checked | Without skill | With skill |
|---|---|---|
| Response asks for the destination directory path before moving files. | Missed | Passed |
The instructions your model reads when the skill loads.
Guidance on when to ask clarifying questions versus proceeding autonomously.
Ask questions only when ambiguity would materially impair correctness or capacity to fulfill the request precisely.
| Scenario | Why | Example |
|---|---|---|
| Destructive Operations | Irreversible, high cost of error | "Delete which files?" |
| Multiple Valid Approaches | Materially different tradeoffs | "Add index vs cache vs denormalize?" |
| Security-Critical | Wrong choice = vulnerability | "Which auth method?" |
| Data Migration | Data loss risk | "Preserve or transform?" |
| Breaking Changes | Affects downstream users | "Deprecate or remove?" |
Before asking, verify:
test cases passed, vs 13 / 22 without
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