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Type-specific validation checklists, six quality characteristics, and quality gate thresholds for documentation assessment
Passed 20 of 21 test cases with the skill, and 11 of 21 without it.
and 9 more in the full report
10 fixed11 passed either way1 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 9 test cases the skill fixed. Same model, same prompt, with and without the skill.
A how-to guide meets all single-task criteria, achieves a Flesch score of 75, has zero typos, zero dead links, 98% style compliance, and 90% type purity. What exact verdict label should be awarded?
| Checked | Without skill | With skill |
|---|---|---|
| Assigns the verdict label approved | Missed | Passed |
The instructions your model reads when the skill loads.
| Metric | Threshold |
|---|---|
| Readability (Flesch) | 70-80 |
| Spelling errors | 0 |
| Broken links | 0 |
| Style compliance | 95%+ |
| Type purity | 80%+ single type |
test cases passed, vs 11 / 21 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.