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基于 SOC 职业分类
正在显示 SKILL.md
| name | budget-constrained-design |
| description | Optimize experiment design under compute and time budget constraints |
| version | 1.0.0 |
| category | experiment-execution |
| type | tactic |
| orchestrates | ["factor-identification","level-specification","design-matrix-construction"] |
| dependencies | {"sops":["design-matrix-construction","factor-identification","level-specification"]} |
| Available Runs | Recommended Approach |
|---|---|
| < 10 | One-factor-at-a-time or Plackett-Burman screening |
| 10-30 | Fractional factorial (Resolution III-IV) |
| 30-60 | Fractional factorial (Resolution V) or Taguchi |
| 60-120 | Full factorial on top factors + screening on rest |
| 120+ | Full factorial or RSM with replication |
Optional, no fixed order; the final leaf is always a sop.
| SOP | When to use |
|---|---|
| design-matrix-construction | Build the experiment design matrix with proper orthogonality and balance |
| factor-identification | Identify independent, dependent, and control variables for an experiment |
| level-specification | Determine appropriate levels for each experimental factor |