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Decompose system into functional components, identify dependencies, and surface trimming candidates.
Passed 16 of 22 test cases with the skill, and 3 of 22 without it.
and 34 more in the full report
15 fixed1 passed either way4 still failing2 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 15 test cases the skill fixed. Same model, same prompt, with and without the skill.
Our legacy e-commerce fulfillment pipeline has grown bloated over the years, and we need to simplify it. Please break down the system into its core functional parts, map out how these modules interact (including any problematic or redundant linkages), outline the key operational parameters for each module, and pinpoint which modules are good candidates to prune or refactor without losing essential functionality.
| Checked | Without skill | With skill |
|---|---|---|
| Classifies component interactions into useful, harmful, insufficient, or excessive categories. | Missed | Passed |
| Maps component parameters as shared, conflicting, or independent. | Missed | Passed |
| Evaluates trimming candidates using function redistributability criteria. | Missed | Passed |
The instructions your model reads when the skill loads.
Decompose a system into its functional components, map dependencies, and identify candidates for trimming or surgical modification.
Build complete functional model using function-model-construction SOP. Identify all components and their interactions (useful, harmful, insufficient, excessive).
For each component, identify key parameters using parameter-identification SOP. Map which parameters are shared, conflicting, or independent.
Evaluate each component for trimming potential via trimming-execution SOP criteria: high harmful-function ratio, function redistributable to neighbors, low integration cost.
| Metric | Floor |
|---|---|
| Components identified | ≥5 |
| Interactions mapped | ≥8 |
| Trimming candidates | ≥3 |
| Parameters per component | ≥2 |
| SOP | Role |
|---|---|
| function-model-construction | Stage 1 — build functional model |
| parameter-identification | Stage 2 — extract component parameters |
| trimming-execution | Stage 3 — evaluate trimming feasibility |
| surgery-operation | Post — apply surgical operations to candidates |
test cases passed, vs 3 / 22 without
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