factorial-ideation
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npx mdskill add yogsoth-ai/de-anthropocentric-research-engine/factorial-ideationApply Design of Experiments (DOE) thinking to ideation: identify key factors, define their levels, and systematically explore combinations.
SKILL.md
.github/skills/factorial-ideationView on GitHub ↗
--- name: factorial-ideation description: "DOE thinking: identify factors, define levels, and explore combinations to systematically cover the design space." execution: strategy used-by: systematic-enumeration --- # Factorial Ideation Apply Design of Experiments (DOE) thinking to ideation: identify key factors, define their levels, and systematically explore combinations. ## State Ledger | Resource | Target | Current | % | |----------|--------|---------|---| | web-search | 20 | 0 | 0% | | web-research | 8 | 0 | 0% | | paper-overview | 20 | 0 | 0% | | paper-search | 12 | 0 | 0% | | paper-research | 5 | 0 | 0% | ## HARD-GATE Cannot exit strategy until ≥80% of each budget line is consumed OR yield targets are met with justification for remaining budget. ## Available Tactics | Tactic | Role | |--------|------| | gap-driven-generation | Generate ideas for uncovered factor combinations | | evaluation-filtering | Score and filter factorial-derived ideas | ## Available SOPs | SOP | Role | |-----|------| | factor-level-design | Identify factors, define levels, build experiment matrix | | coverage-gap-detection | Find unexplored regions in factorial space | | failure-driven-generation | Generate solutions for problematic combinations | | enumeration-synthesis | Synthesize factorial exploration into idea report | ## Execution Guidance 1. **Identify factors**: Determine key dimensions that define the solution space 2. **Define levels**: For each factor, enumerate possible values/states 3. **Design matrix**: Run factor-level-design to build the experiment matrix 4. **Detect gaps**: Run coverage-gap-detection on the factorial space 5. **Generate**: Propose solutions for high-priority unexplored combinations 6. **Filter**: Apply evaluation-filtering to rank generated ideas 7. **Synthesize**: Produce structured report via enumeration-synthesis