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Get Started Free →yogsoth-ai/hypothesis-formation-quality-gate-check
Shared SOP: General quality-gate check (format completeness, logical consistency)
Passed 18 of 25 test cases with the skill, and 4 of 25 without it.
and 18 more in the full report
16 fixed2 passed either way5 still failing2 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 16 test cases the skill fixed. Same model, same prompt, with and without the skill.
Audit this deliverable: 'Deliverable: Page Load Optimization Hypothesis: Reducing JavaScript bundle size by 200KB will increase page load duration from 1.2s to 3.5s. Background: Web Vitals report web_vitals_2024.csv shows LCP correlated with bundle size. Execution: Configure Webpack SplitChunksPlugin in webpack.config.js to chunk vendor scripts. Citations: web_vitals_2024.csv.'
| Checked | Without skill | With skill |
|---|---|---|
| Output displays 'Judgment: FAIL'. | Missed | Passed |
| Output identifies 'Logical consistency' as a failed dimension for claiming that reducing bundle size increases load duration. | Missed | Passed |
The instructions your model reads when the skill loads.
General quality-gate check — verify the format completeness and logical consistency of a deliverable.
| Dimension | What is checked | FAIL condition |
|---|---|---|
| Format completeness | Are all required fields present | Missing required fields |
| Logical consistency | Are the parts contradictory | Internal contradiction exists |
| Citation completeness | Are cited sources traceable | Citation cannot be verified |
| Actionability | Is it specific enough | Too abstract to execute |
| Unambiguity | Are there multiple interpretations | Key terms are ambiguous |
Judgment: PASS / FAIL
Issues found: [count]
Issue list:
1. [dimension]: [specific issue] — [correction suggestion]
2. ...
Severity: CRITICAL / MINOR (per issue)
test cases passed, vs 4 / 25 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.