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genpark-personal-agent-microbiome-fiber-diversity-index-skill

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  • License — License: MIT
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  • Active repo — Last push 0 days ago
  • Low visibility — Only 7 GitHub stars
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SUMMARY

Audits 7-day dietary plant species diversity, models Shannon-Wiener prebiotic entropy, estimates colonic SCFA butyrate production, and tracks the 30-plant weekly quota.

README.md

Personal Agent Microbiome Fiber Diversity Index Skill

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

Zero-dependency American Gut Project 30-plant species auditor, Shannon-Wiener prebiotic diversity calculator, short-chain fatty acid (SCFA) synthesizer, and gut barrier optimizer.

Architecture

flowchart TD
    WeeklyDiet[Consumed Botanical Plant Names List] --> FiberAuditor[Microbiome Fiber Diversity Engine]
    FiberAuditor --> SpeciesCount[Deduplicated 30-Plant Quota Progress %]
    FiberAuditor --> ShannonEntropy[Shannon-Wiener Substrate Diversity H']
    FiberAuditor --> SCFATier[Colonic Butyrate & Tight Junction Integrity Tier]
    MissingKingdoms[Deficient Botanical Kingdoms] --> SubstrateRecommender[Targeted Prebiotic Addition Synthesizer]
    SubstrateRecommender --> HighLeveragePlants[Inulin, Resistant Starch & Polyphenol Recommendations]

Quickstart

from client import PersonalAgentMicrobiomeFiberDiversity

agent = PersonalAgentMicrobiomeFiberDiversity()
res = agent.calculate_fiber_diversity_index(["garlic", "kale", "lentil", "oat", "blueberry", "walnut"])
print(f"Unique Plants: {res['unique_plant_species_count']} | Quota: {res['weekly_sonnenburg_quota_pct']}")

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