design-matrix-construction

$npx mdskill add yogsoth-ai/de-anthropocentric-research-engine/design-matrix-construction

Constructs balanced and orthogonal experiment design matrices with randomized run order

  • Solves the problem of creating structured experimental designs from factors and levels
  • Relies on factor-level definitions, design type, and budget constraints as inputs
  • Applies statistical principles to ensure orthogonality, balance, and efficiency
  • Returns a complete design matrix with randomized run order as structured output

SKILL.md

.github/skills/design-matrix-constructionView on GitHub ↗
---
name: design-matrix-construction
description: "Build the experiment design matrix with proper orthogonality and balance"
version: 1.0.0
category: experiment-execution
type: sop
execution: subagent
prompt: ./prompt.md
used-by:
  - factor-level-design
  - scaling-design
  - robustness-design
  - budget-constrained-design
input: factors with levels, design type, budget constraint
output: complete design matrix with run order
---

# SOP: Design Matrix Construction

Build the actual design matrix specifying all experimental runs, including proper orthogonality, balance, and randomized run order.

Subagent — spawned via subagent-spawning/spawn-agent skill.

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