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genpark-personal-agent-decision-fatigue-entropy-allocator-skill

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  • License — License: MIT
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SUMMARY

Models Baumeister ego-depletion, tracks prefrontal cortex decision complexity loads, and schedules high-stakes choices to prevent default-choice bias.

README.md

Personal Agent Decision Fatigue Entropy Allocator Skill

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

Zero-dependency Baumeister ego-depletion modeler, prefrontal executive cognitive load budgeter, default-choice bias auditor, and high-stakes decision timing optimizer.

Architecture

flowchart TD
    LoggedDecisions[Complexity, Uncertainty, Irreversibility] --> DepletionEngine[Prefrontal Ego-Depletion Engine]
    DepletionEngine --> CapacityRemaining[Executive Willpower Remaining: 0 - 100%]
    DepletionEngine --> BiasWarning[Default-Choice & Status-Quo Bias Risk]
    UpcomingDecisions[Upcoming Decision Queue & Stakes] --> ChronoScheduler[High-Stakes Chrono-Scheduler]
    ChronoScheduler --> TierRouting[Tier 1 Morning Peak vs Tier 3 Batch Routing]

Quickstart

from client import PersonalAgentDecisionFatigueEntropyAllocator

agent = PersonalAgentDecisionFatigueEntropyAllocator()
res = agent.audit_daily_decision_budget([{"name": "Architecture Refactor", "complexity": 9.0, "uncertainty": 8.0, "irreversibility": 9.0}])
print(f"Capacity Remaining: {res['prefrontal_executive_capacity_remaining']} | Bias Risk: {res['default_choice_bias_risk']}")

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