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Validate gap authenticity via cross-database verification, temporal sensitivity testing, and false-gap filtering. Ensures gaps are genuine absences, not search artifacts.
Passed 14 of 17 test cases with the skill, and 4 of 17 without it.
and 14 more in the full report
15 fixed3 passed either way2 still failing2 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 10 test cases the skill fixed. Same model, same prompt, with and without the skill.
What is the target count and allowable 10% range for the web-search SOP in the validation budget table?
| Checked | Without skill | With skill |
|---|---|---|
| Specifies target 40 with a range of 36–44. | Missed | Passed |
The instructions your model reads when the skill loads.
Verify that identified gaps are genuine research absences, not artifacts of search failure.
Classified gaps need validation before prioritization — confirm they represent real absences across multiple sources and time windows.
| Base SOP | Target | ±10% Range |
|---|---|---|
| web-search | 40 | 36–44 |
| web-research | 15 | 13–17 |
| paper-overview | 40 | 36–44 |
| paper-search | 25 | 22–28 |
| paper-research | 15 | 13–17 |
Print before every iteration:
<HARD-GATE>
| SOP | Done | Target | % |
|-----|------|--------|---|
| web-search | ? | 40 | ? |
| web-research | ? | 15 | ? |
| paper-overview | ? | 40 | ? |
| paper-search | ? | 25 | ? |
| paper-research | ? | 15 | ? |
Budget Gate: OPEN/CLOSED (>=80% required to exit)
</HARD-GATE>
test cases passed, vs 4 / 17 without
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