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genpark-personal-agent-creative-divergent-incubation-cycle-skill

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  • License — License: MIT
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SUMMARY

Models Wallas 4-stage creativity, detects cognitive fixation during mental impasses, and schedules Default Mode Network incubation breaks.

README.md

Personal Agent Creative Divergent Incubation Cycle Skill

OpenClaw Ecosystem
Dual-Org Sync
Zero Dependencies
Model Context Protocol
Production Grade

Zero-dependency Graham Wallas 4-stage creativity modeler, cognitive impasse fixation detector, Default Mode Network (DMN) spreading activation calculator, and incubation scheduler.

Architecture

flowchart TD
    FocusSession[Continuous Focus Minutes & Impasse Friction] --> FixationAuditor[Cognitive Fixation Auditor]
    FixationAuditor --> WallasStage[Wallas Creativity Stage: Preparation vs Incubation Mandate]
    FixationAuditor --> DMNPotential[Default Mode Network Spreading Activation Potential]
    BreakWindow[Available Break Window Minutes] --> IncubationScheduler[Subconscious Incubation Scheduler]
    IncubationScheduler --> LowDemandActivity[Walking / Hydrotherapy Protocol & Insight Capture]

Quickstart

from client import PersonalAgentCreativeDivergentIncubation

agent = PersonalAgentCreativeDivergentIncubation()
res = agent.evaluate_incubation_necessity(focus_duration_continuous_minutes=100.0, impasse_friction_score=8.0)
print(f"Fixation Index: {res['cognitive_fixation_index']} | Stage: {res['wallas_creative_stage']}")

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