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Strategy for linking evidence to claims — find supporting/contradicting evidence, create typed edges, assess evidence quality, identify gaps in evidential coverage.
Passed 20 of 23 test cases with the skill, and 13 of 23 without it.
and 11 more in the full report
10 fixed10 passed either way0 still failing3 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.
In what exact position relative to each analysis iteration must the State Ledger tracking table be printed?
| Checked | Without skill | With skill |
|---|---|---|
| Specifies that the State Ledger must be printed before every iteration | Missed | Passed |
The instructions your model reads when the skill loads.
Link evidence to claims with typed relationships. Searches for supporting and contradicting evidence, creates structured edges, assesses evidence quality, and identifies claims lacking sufficient evidential support.
| Metric | Small | Medium | Large |
|---|---|---|---|
| Evidence links created | 15 | 40 | 80 |
| Claims with evidence | 8 | 20 | 40 |
| Contradictions found | 2 | 6 | 12 |
| Metric | Target | Current | % |
|---|---|---|---|
| Evidence links created | — | — | — |
| Claims with evidence | — | — | — |
| Contradictions found | — | — | — |
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 13 / 23 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.