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Strategy for extracting claims from source material — identify propositions, decompose compound claims, classify claim types, create claim pages in the vault.
Passed 18 of 21 test cases with the skill, and 6 of 21 without it.
and 22 more in the full report
13 fixed6 passed either way3 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 12 test cases the skill fixed. Same model, same prompt, with and without the skill.
During the completeness probe on healthcare reform papers, gaps were found regarding minority economic arguments. How many additional iterations are permitted to address these missing claim gaps?
| Checked | Without skill | With skill |
|---|---|---|
| The output specifies a limit of 2 additional iterations for resolving completeness gaps. | Missed | Passed |
The instructions your model reads when the skill loads.
Identify and extract claims from source material. Decomposes compound statements into atomic propositions, classifies claim types, and creates structured claim pages in the vault.
| Metric | Small | Medium | Large |
|---|---|---|---|
| Sources processed | 5 | 12 | 25 |
| Claims extracted | 10 | 25 | 50 |
| Compound claims decomposed | 3 | 8 | 15 |
| Metric | Target | Current | % |
|---|---|---|---|
| Sources processed | — | — | — |
| Claims extracted | — | — | — |
| Compound claims decomposed | — | — | — |
Cannot exit until 80% of budget targets met.
After budget gate passes, self-check:
Max 2 extra iterations if gaps found.
test cases passed, vs 6 / 21 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.