Biomimicry

SkillDev tools

Biomimicry Campaign — discover transferable solutions from biological

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Biomimicry skill

What this skill tells your AI

The instructions your AI receives, as published by yogsoth-ai/de-anthropocentric-research-engine in skills/biomimicry/SKILL.md and read by ahel’s review.

Discover transferable solutions from biological systems via Design Spiral, BioTRIZ, functional analogy, ecosystem patterns, and evolution strategies.

Strategy Routing

StrategySignal Keywords
biologize-and-discoverbiologize, design spiral, nature solves, organism, biomimicry design
biotriz-resolutioncontradiction, bio-principle, biological TRIZ, trade-off, bio conflict
functional-analogyfunction, biological function, organism mapping, how nature does X
ecosystem-patternecosystem, symbiosis, emergence, resilience, cycles, network
evolution-strategyevolution, selection, mutation, adaptation, radiation, speciation

Manifest

Strategies

StrategyDescription
biologize-and-discoverBiomimicry Design Spiral: Define→Biologize→Discover→Abstract→Emulate
biotriz-resolutionBioTRIZ: biological 40 principles + bio contradiction matrix
functional-analogyMap technical functions to biological functions, find organisms
ecosystem-patternExtract ecosystem-level organization patterns (symbiosis, emergence, resilience)
evolution-strategyUse evolution mechanisms (selection, mutation, radiation) as design operators

Tactics

TacticDescription
analogy-extractionExtract transferable structural principles from source domains (shared)
biological-function-mappingMap technical functions to biological systems via biologize→discover→model
life-principles-applicationApply life's principles as design constraints via ecosystem→evolution→abstraction

SOPs

SOPDescription
problem-biologizationRestate technical problem as biological question
organism-discoveryFind organisms solving similar problems
biological-strategy-extractionExtract strategy principles from organisms
biotriz-principle-selectionSelect applicable BioTRIZ principles
functional-model-biologyBuild biological system functional model
abstraction-to-designAbstract biological principle to design principle
emulation-generationGenerate technical solutions emulating biological strategies
ecosystem-pattern-extractionExtract ecosystem-level organization patterns
evolution-mechanism-transferMap evolution mechanisms to design operations
biomimicry-synthesisSynthesize all biomimicry outputs

Budget Table

Strategyweb-searchweb-researchpaper-overviewpaper-searchpaper-research
biologize-and-discover301030208
biotriz-resolution25825155
functional-analogy3010302010
ecosystem-pattern251025155
evolution-strategy20820125

MCP Tools

ToolServerPurpose
brave_web_searchbrave-searchGeneral web search for biological solutions
brave_llm_contextbrave-searchDeep content extraction from biology sources
apify/rag-web-browserapifyFull page scraping for detailed biological content
get_paper_contentalphaxivRead academic paper content
discover_papersalphaxivFind relevant biomimicry research papers
relevanceSearchsemantic-scholarSearch biomimicry literature
papersemantic-scholarGet paper details
citationssemantic-scholarTrace citation networks

Context Management

  • Each strategy tracks its own budget via State Ledger
  • Strategies MUST NOT exceed allocated budget
  • Campaign monitors cumulative spend across all strategies
  • If a strategy exhausts budget before meeting yield, escalate to campaign level for reallocation
  • Prefer paper-overview over paper-research for initial exploration (lower cost)

Available Tactics

TacticRole
analogy-extractionExtract transferable structural principles (shared, from cross-domain-discovery)
biological-function-mappingMap technical functions to biological systems
life-principles-applicationApply life's principles as design constraints

Available Strategies

Optional, no fixed order; the final leaf is always a sop.

StrategyWhen to use
biologize-and-discoverBiomimicry Design Spiral: Define→Biologize→Discover→Abstract→Emulate. Translate technical challenges into biological questions and find nature's solutions.
biotriz-resolutionBioTRIZ: biological 40 principles + bio contradiction matrix. Resolve technical contradictions using biological inventive principles.
ecosystem-patternExtract ecosystem-level organization patterns (symbiosis, emergence, resilience) as design templates for complex systems.
evolution-strategyUse evolution mechanisms (selection, mutation, radiation) as design operators for generating and refining solution populations.
functional-analogyMap technical functions to biological functions, find organisms solving equivalent problems. Deep functional matching across domains.

Available Tactics

Optional, no fixed order; the final leaf is always a sop.

TacticWhen to use
analogy-extractionExtract transferable structural principles from source domains. Orchestrates source identification → abstraction → structural mapping → transfer validation.
biological-function-mappingMap technical functions to biological systems. Orchestrates problem-biologization → organism-discovery → functional-model-biology.
evaluation-filteringMulti-dimensional evaluation and tiered filtering of generated ideas. Orchestrates novelty assessment → feasibility check → ranking → selection.
life-principles-applicationApply life's principles as design constraints. Orchestrates ecosystem-pattern-extraction → evolution-mechanism-transfer → abstraction-to-design.

Available SOPs

Optional, no fixed order; the final leaf is always a sop.

SOPWhen to use
context-checkpointAppend research process and results to the current Phase's context file. Covers both process and results with genuine substance. Use this skill at plan-designated checkpoint points — typically after each strategy completes or at key decision nodes within a research Phase.
context-initCreate a new context file for a research Phase. Called once at Phase start to initialize the file that subsequent context-checkpoint calls will append to. Use this skill whenever a new research Phase begins and a fresh context file is needed.
creative-ideation-novelty-scoringScore ideas on novelty dimensions — structural distance from known solutions, conceptual surprise, domain-crossing depth. Produces ranked novelty assessment.
creative-ideation-saturation-detectionDetermine when additional ideation yields diminishing returns. Analyzes latest idea batch against existing corpus to judge continue/near-saturation/saturated.
domain-scanningScan distant domains for transferable principles. Uses web-search and paper-overview to identify analogous solutions in unrelated fields.
idea-synthesisSynthesize diverse ideas into coherent solution concepts. Combines fragments from multiple ideation passes into structured, actionable ideas with clear mechanism descriptions.

Signals

GitHub stars
469
Forks
37
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
biomimicry
Source
github.com/yogsoth-ai/de-anthropocentric-research-engine