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Remove components while preserving function via TRIZ trimming methodology. Simplify systems by redistributing functions.
Passed 7 of 16 test cases with the skill, and 12 of 16 without it.
2 fixed8 passed either way4 still failing8 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 2 test cases the skill fixed. Same model, same prompt, with and without the skill.
We are refactoring an e-commerce backend running 14 separate microservices. We want to lower infrastructure costs by stripping out non-essential microservices while ensuring all original business logic remains supported. Please analyze the useful and problematic interactions across the architecture, prioritize which services to trim, and provide a clear plan showing how remaining services will handle the orphaned functions.
| Checked | Without skill | With skill |
|---|---|---|
| Constructs a substance-field functional model categorizing service interactions. | Missed | Passed |
| Ranks microservice trimming candidates using harmful-function ratios. | Missed | Passed |
| Presents a synthesized architecture redistributing orphaned functions. | Passed | Passed |
The instructions your model reads when the skill loads.
Systematically remove components while preserving or redistributing their functions to remaining elements.
| Resource | Target | Current | % |
|---|---|---|---|
| web-search | 25 | 0 | 0% |
| web-research | 8 | 0 | 0% |
| paper-overview | 20 | 0 | 0% |
| paper-search | 12 | 0 | 0% |
| paper-research | 5 | 0 | 0% |
Cannot exit strategy until ≥80% of each budget line is consumed OR yield targets are met with justification for remaining budget.
| Tactic | Role |
|---|---|
| component-decomposition | Identify components and trimming candidates |
| combination-mapping | Map function redistribution options |
| SOP | Role |
|---|---|
| function-model-construction | Build functional model with useful/harmful annotations |
| trimming-execution | Progressive removal with function verification |
| recombination-generation | Reassemble trimmed system |
| structural-synthesis | Synthesize trimming outcomes |
test cases passed, vs 12 / 16 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.