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/biomimicry

Biomimicry Campaign — discover transferable solutions from biological

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de-anthropocentric-research-engine
393200 skills
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$ npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill biomimicry --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/biomimicry

Context preview

The summary Claude sees to decide when to auto-load this skill.

Biomimicry Campaign — discover transferable solutions from biological

SKILL.md

biomimicry.SKILL.md
name: biomimicry
description: Biomimicry Campaign — discover transferable solutions from biological
  systems via Design Spiral, BioTRIZ, functional analogy, ecosystem patterns, and
  evolution strategies.
execution: campaign
dependencies:
  tactics:
  - analogy-extraction
  - biological-function-mapping
  - evaluation-filtering
  - life-principles-application
  strategies:
  - biologize-and-discover
  - biotriz-resolution
  - ecosystem-pattern
  - evolution-strategy
  - functional-analogy
  sops:
  - context-checkpoint
  - context-init
  - creative-ideation-novelty-scoring
  - creative-ideation-saturation-detection
  - domain-scanning
  - idea-synthesis

Biomimicry

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

Strategy Routing

| Strategy | Signal Keywords | |----------|----------------| | biologize-and-discover | biologize, design spiral, nature solves, organism, biomimicry design | | biotriz-resolution | contradiction, bio-principle, biological TRIZ, trade-off, bio conflict | | functional-analogy | function, biological function, organism mapping, how nature does X | | ecosystem-pattern | ecosystem, symbiosis, emergence, resilience, cycles, network | | evolution-strategy | evolution, selection, mutation, adaptation, radiation, speciation |

Manifest

Strategies

| Strategy | Description | |----------|-------------| | biologize-and-discover | Biomimicry Design Spiral: Define→Biologize→Discover→Abstract→Emulate | | biotriz-resolution | BioTRIZ: biological 40 principles + bio contradiction matrix | | functional-analogy | Map technical functions to biological functions, find organisms | | ecosystem-pattern | Extract ecosystem-level organization patterns (symbiosis, emergence, resilience) | | evolution-strategy | Use evolution mechanisms (selection, mutation, radiation) as design operators |

Tactics

| Tactic | Description | |--------|-------------| | analogy-extraction | Extract transferable structural principles from source domains (shared) | | biological-function-mapping | Map technical functions to biological systems via biologize→discover→model | | life-principles-application | Apply life's principles as design constraints via ecosystem→evolution→abstraction |

SOPs

| SOP | Description | |-----|-------------| | problem-biologization | Restate technical problem as biological question | | organism-discovery | Find organisms solving similar problems | | biological-strategy-extraction | Extract strategy principles from organisms | | biotriz-principle-selection | Select applicable BioTRIZ principles | | functional-model-biology | Build biological system functional model | | abstraction-to-design | Abstract biological principle to design principle | | emulation-generation | Generate technical solutions emulating biological strategies | | ecosystem-pattern-extraction | Extract ecosystem-level organization patterns | | evolution-mechanism-transfer | Map evolution mechanisms to design operations | | biomimicry-synthesis | Synthesize all biomimicry outputs |

Budget Table

| Strategy | web-search | web-research | paper-overview | paper-search | paper-research | |----------|-----------|-------------|---------------|-------------|---------------| | biologize-and-discover | 30 | 10 | 30 | 20 | 8 | | biotriz-resolution | 25 | 8 | 25 | 15 | 5 | | functional-analogy | 30 | 10 | 30 | 20 | 10 | | ecosystem-pattern | 25 | 10 | 25 | 15 | 5 | | evolution-strategy | 20 | 8 | 20 | 12 | 5 |

MCP Tools

| Tool | Server | Purpose | |------|--------|---------| | brave_web_search | brave-search | General web search for biological solutions | | brave_llm_context | brave-search | Deep content extraction from biology sources | | apify/rag-web-browser | apify | Full page scraping for detailed biological content | | get_paper_content | alphaxiv | Read academic paper content | | discover_papers | alphaxiv | Find relevant biomimicry research papers | | relevanceSearch | semantic-scholar | Search biomimicry literature | | paper | semantic-scholar | Get paper details | | citations | semantic-scholar | Trace 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

| Tactic | Role | |--------|------| | analogy-extraction | Extract transferable structural principles (shared, from cross-domain-discovery) | | biological-function-mapping | Map technical functions to biological systems | | life-principles-application | Apply life's principles as design constraints |

<!-- BEGIN available-tables (generated) -->

Available Strategies

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

| Strategy | When to use | | --- | --- | | biologize-and-discover | Biomimicry Design Spiral: Define→Biologize→Discover→Abstract→Emulate. Translate technical challenges into biological questions and find nature's solutions. | | biotriz-resolution | BioTRIZ: biological 40 principles + bio contradiction matrix. Resolve technical contradictions using biological inventive principles. | | ecosystem-pattern | Extract ecosystem-level organization patterns (symbiosis, emergence, resilience) as design templates for complex systems. | | evolution-strategy | Use evolution mechanisms (selection, mutation, radiation) as design operators for generating and refining solution populations. | | functional-analogy | Map 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.

| Tactic | When to use | | --- | --- | | analog

Read more
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