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Adversarial review skill.
Passed 11 of 17 test cases with the skill, and 3 of 17 without it.
and 10 more in the full report
10 fixed4 passed either way8 still failing0 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 specific objective is assigned to Worker 1 when evaluating our proposed open-source licensing strategy?
| Checked | Without skill | With skill |
|---|---|---|
| Assigns Worker 1 to identify concrete, reproducible cases where the plan fails or backfires. | Missed | Passed |
The instructions your model reads when the skill loads.
Multi-angle adversarial review via isolated Hydra workers. Each worker attacks the same input using a different analytical method, with no visibility into the others' reasoning.
Summarize the argument/proposal/opinion from the current conversation into a neutral, complete brief. Include:
Do NOT editorialize or signal which parts you think are weak. The summary must be fair — biased summaries defeat the purpose.
Use hydra spawn to launch 4 parallel workers. Each worker receives the
same summary but a different methodology prompt. Inherit the current
terminal's provider via --worker-type.
Each worker prompt must include, in this order:
result.json atomicallytest cases passed, vs 3 / 17 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.