Systematic one-factor-at-a-time parameter sweep
Scanned 5/27/2026
Install via CLI
openskills install yogsoth-ai/de-anthropocentric-research-engine---
name: parameter-variation
description: Systematic one-factor-at-a-time parameter sweep
execution: strategy
used-by: morphological-exploration
---
# Parameter Variation
Systematic one-factor-at-a-time (OFAT) parameter sweep to explore how individual dimension changes affect the solution space.
## State Ledger
| Resource | Target | Current | % |
|----------|--------|---------|---|
| web-search | 20 | 0 | 0% |
| web-research | 5 | 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 |
|--------|------|
| combination-mapping | Map parameter-value combinations |
## Available SOPs
| SOP | Role |
|-----|------|
| value-enumeration | Enumerate values for sweep |
| combination-evaluation | Evaluate each variation |
| path-generation | Generate sweep paths |
| morphological-synthesis | Synthesize variation report |
## Execution Guidance
1. **Baseline selection**: Identify a reference configuration as baseline
2. **Parameter ordering**: Rank parameters by expected impact
3. **Sweep execution**: Vary one parameter at a time, holding others at baseline
4. **Evaluation**: Assess each variation for novelty and feasibility
5. **Sensitivity mapping**: Identify which parameters have highest creative leverage
6. **Synthesis**: Report parameter sensitivity and promising variation directions
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