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Systematically catalog failure modes — generate edge cases, observe failures, cluster by mechanism, identify triggers and frequency.
Passed 12 of 18 test cases with the skill, and 6 of 18 without it.
and 8 more in the full report
11 fixed4 passed either way4 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.
Catalog edge cases and failure modes for diffusion model sampling algorithms under extreme noise schedules, detailing the target budget ledger.
| Checked | Without skill | With skill |
|---|---|---|
| Sets the paper-research target budget value to 10 | Missed | Passed |
The instructions your model reads when the skill loads.
Build a comprehensive failure taxonomy for a method.
| 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 | 10 | 9–11 |
<HARD-GATE>
| SOP | Done | Target | % |
|-----|------|--------|---|
| web-search | ? | 40 | ? |
| web-research | ? | 15 | ? |
| paper-overview | ? | 40 | ? |
| paper-search | ? | 25 | ? |
| paper-research | ? | 10 | ? |
Budget Gate: OPEN/CLOSED (>=80% required to exit)
</HARD-GATE>
Import: web-search, web-research, paper-overview, paper-search, paper-research Subagent: edge-case-generation, failure-clustering, scaling-regime-detection
test cases passed, vs 6 / 18 without
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