Combinatorial Creativity

SkillDev tools

Combinatorial Creativity Campaign — produce emergent concepts via concept

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 Combinatorial Creativity skill

What this skill tells your AI

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

Produce emergent concepts via concept blending, multi-level bisociation, and function combination (Fauconnier-Turner).

Strategy Routing

StrategySignal Keywords
concept-blendingblend, Fauconnier, Turner, 4-space, input space, generic space, blended space
multi-level-bisociationbisociation, abstraction levels, multi-level, collision, Koestler
design-space-explorationparametric, constraint satisfaction, combinatorial search, design space
function-combinationTRIZ, function, recombination, redistribution, function model
emergent-property-huntingemergence, non-additive, synergy, novel property, combination effect

Manifest

Strategies

StrategyDescription
concept-blendingFauconnier-Turner 4-space model: Generic + Input1 + Input2 → Blended Space
multi-level-bisociationSimultaneous concept collision at multiple abstraction levels
design-space-explorationParametric variation + constraint satisfaction combinatorial search
function-combinationTRIZ function analysis: function-level recombination and redistribution
emergent-property-huntingSeek properties that emerge from combination (non-additive)

Tactics

TacticDescription
combination-mappingSystematically enumerate parameter dimensions and generate viable combinations (shared)
blend-constructionConstruct complete 4-space blends with emergent structure
emergence-detectionDetect and validate emergent properties from combinations

SOPs

SOPDescription
input-space-constructionBuild input spaces for two source concepts
generic-space-extractionExtract shared abstract structure from two input spaces
blend-compositionCompose new connections in blended space
blend-completionComplete blend with background knowledge
blend-elaborationRun blend as mental simulation
vital-relation-mappingMap 15 vital relations between concepts
abstraction-ladderPerform bisociation at multiple abstraction levels
function-redistributionRedistribute functions across different components
emergent-property-identificationIdentify non-additive properties from combinations
combinatorial-synthesisSynthesize all combinatorial creativity outputs

Budget Table

Strategyweb-searchweb-researchpaper-overviewpaper-searchpaper-research
concept-blending2510302010
multi-level-bisociation251025158
design-space-exploration20820125
function-combination20820125
emergent-property-hunting251025158

MCP Tools

ToolServerPurpose
brave_web_searchbrave-searchGeneral web search for combinatorial concepts
brave_llm_contextbrave-searchDeep content extraction from web pages
apify/rag-web-browserapifyFull page scraping for detailed content
get_paper_contentalphaxivRead academic paper content
discover_papersalphaxivFind research papers on blending/combination
relevanceSearchsemantic-scholarSearch academic 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)
  • Emergent properties are the primary campaign-level quality metric

Available Tactics

TacticRole
combination-mappingSystematically enumerate parameter dimensions and generate viable combinations (shared)
blend-constructionConstruct complete 4-space blends with emergent structure
emergence-detectionDetect and validate emergent properties from combinations

Available SOPs

SOPRole
input-space-constructionBuild input spaces for two source concepts
generic-space-extractionExtract shared abstract structure from two input spaces
blend-compositionCompose new connections in blended space
blend-completionComplete blend with background knowledge
blend-elaborationRun blend as mental simulation
vital-relation-mappingMap 15 vital relations between concepts
abstraction-ladderPerform bisociation at multiple abstraction levels
function-redistributionRedistribute functions across different components
emergent-property-identificationIdentify non-additive properties from combinations
combinatorial-synthesisSynthesize all combinatorial creativity outputs

Available Strategies

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

StrategyWhen to use
concept-blendingFauconnier-Turner 4-space model: Generic + Input1 + Input2 → Blended Space
design-space-explorationParametric variation + constraint satisfaction combinatorial search
emergent-property-huntingSeek properties that emerge from combination (non-additive)
function-combinationTRIZ function analysis: function-level recombination and redistribution
multi-level-bisociationSimultaneous concept collision at multiple abstraction levels

Available Tactics

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

TacticWhen to use
blend-constructionConstruct complete 4-space blends with emergent structure. Orchestrates input-space-construction → generic-space-extraction → blend-composition.
creative-ideation-combination-mappingSystematically enumerate parameter dimensions and generate viable combinations. Orchestrates parameter extraction → value enumeration → compatibility assessment → synthesis.
emergence-detectionDetect and validate emergent properties from combinations. Orchestrates emergent-property-identification → blend-elaboration.
evaluation-filteringMulti-dimensional evaluation and tiered filtering of generated ideas. Orchestrates novelty assessment → feasibility check → ranking → selection.

Available SOPs

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

SOPWhen to use
abstraction-ladderPerform bisociation at multiple abstraction levels
blend-completionComplete blend with background knowledge
blend-compositionCompose new connections in blended space
blend-elaborationRun blend as mental simulation
combinatorial-synthesisSynthesize all combinatorial creativity outputs
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.
emergent-property-identificationIdentify non-additive properties from combinations
function-redistributionRedistribute functions across different components
generic-space-extractionExtract shared abstract structure from two input spaces
idea-synthesisSynthesize diverse ideas into coherent solution concepts. Combines fragments from multiple ideation passes into structured, actionable ideas with clear mechanism descriptions.
input-space-constructionBuild input spaces for two source concepts
parameter-identificationIdentify the key parameters/dimensions of a problem space. Produces a structured parameter list with value ranges for morphological analysis.
vital-relation-mappingMap 15 vital relations between concepts

Signals

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