yogsoth-ai Life Principles Application
Apply life's principles (adapt to changing conditions, integrate development with growth, be locally attuned and responsive, use life-friendly chemistry, be resource-efficient) as design constraints.
Stages
Stage 1: Ecosystem Pattern Extraction
Extract organization patterns from relevant ecosystems using ecosystem-pattern-extraction SOP. Identify symbiosis, emergence, cycling, and resilience patterns.
Stage 2: Evolution Mechanism Transfer
Map evolution mechanisms to design operations using evolution-mechanism-transfer SOP. Translate selection pressure, variation generation, and fitness landscape concepts.
Stage 3: Abstraction to Design
Abstract extracted patterns and mechanisms into actionable design constraints using abstraction-to-design SOP. Frame as "design must..." statements.
Minimum Yield
| Metric | Floor |
|---|---|
| Ecosystem patterns extracted | ≥3 |
| Evolution mechanisms mapped | ≥2 |
| Life principles applied as design constraints | ≥2 |
| Design constraint statements | ≥4 |
Available SOPs
| SOP | Role |
|---|---|
| ecosystem-pattern-extraction | Stage 1 — extract ecosystem organization patterns |
| evolution-mechanism-transfer | Stage 2 — map evolution→design operations |
| abstraction-to-design | Stage 3 — abstract to design constraints |
| emulation-generation | Post — generate solutions within constraints |
| web-search | Support — search for life principles literature |
| paper-overview | Support — find biomimicry principles research |
Available SOPs
Optional, no fixed order; the final leaf is always a sop.
| SOP | When to use |
|---|---|
| abstraction-to-design | Abstract biological principle to design principle. Bridge from biology to engineering. |
| ecosystem-pattern-extraction | Extract ecosystem-level organization patterns (symbiosis, emergence, cycles, resilience). |
| evolution-mechanism-transfer | Map evolution mechanisms to design operations. Translate selection, mutation, drift, radiation into design operators. |