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Designs clear, testable prompts for agent workflows.
Passed 20 of 22 test cases with the skill, and 20 of 22 without it.
1 fixed19 passed either way1 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
A test case the skill fixed. Same model, same prompt, with and without the skill.
Construct a prompt for an automated SQL generator. SQL models often output invalid syntax when table schemas are complex. Build verification instructions into the prompt to self-check output before returning.
| Checked | Without skill | With skill |
|---|---|---|
| The prompt includes a self-verification step checking generated SQL against schema constraints. | Passed | Passed |
| The prompt defines concrete error-handling output when query generation cannot be safely completed. | Missed | Passed |
The instructions your model reads when the skill loads.
Use this skill to turn vague intent into reliable prompt instructions.
Use reference.md for compact templates, anti-patterns, and refinement loops.
test cases passed, vs 20 / 22 without
Published skills whose descriptions closely match this one, with their headline benchmark lift.
More skills from the same source and nearby in the registry, with their headline benchmark lift.