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Identify dominated and non-dominated alternatives in a score matrix using Pareto dominance.
Passed 11 of 22 test cases with the skill, and 11 of 22 without it.
1 fixed19 passed either way2 still failing0 broke
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A test case the skill fixed. Same model, same prompt, with and without the skill.
We have 10 supply chain routes scored on Transit Time, Fuel Cost, Reliability, and Carbon Emissions. We need to classify options into Pareto optimal and dominated sets. How should the execution of this pairwise comparisons task be handled?
| Checked | Without skill | With skill |
|---|---|---|
| Delegates the pairwise comparison work to a subagent | Missed | Passed |
The instructions your model reads when the skill loads.
Identify dominated alternatives (where another alternative is no worse on all criteria and strictly better on at least one) and non-dominated alternatives (Pareto front) in the scoring matrix.
Subagent receives the scoring matrix, performs pairwise dominance relationship checks, and outputs the dominance graph and classification results.
Dominance checking requires O(n^2 x m) pairwise comparisons, logic-intensive but self-contained, suitable for independent execution.
Each "dominated" determination must specify the dominating alternative, and verify the strict definition of dominance (no worse on all criteria + strictly better on at least one).
Optional, no fixed order; the final leaf is always a sop.
| SOP | When to use |
|---|---|
| spawn-agent | Spawn a customized CC subagent with full MCP tool access. Used by SOPs that declare execution: subagent. |
test cases passed, vs 11 / 22 without
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