Metabolical

MCP Tools

Robert Lustig's Metabolical — a food and health toolkit exposing how processed food acts as a slow poison, how modern medicine treats symptoms not causes, and how fixing what we eat can reverse the chronic disease crisis, save the planet, and transform healthcare. Covers 6 use cases: ① Understanding processed food as poison — ("how processed food harms health" "is processed food bad" "food processing effects" "what is processed food") ② Protecting the liver, feeding the gut — ("Lustig liver gut" "how to eat healthy" "real food principles" "protect the liver feed the gut") ③ The failure of modern medicine — ("why doctors don't understand nutrition" "modern medicine treats symptoms" "pharma and food industry" "healthcare crisis") ④ Metabolic health and chronic disease — ("metabolic disease" "chronic disease reversal" "insulin resistance" "type 2 diabetes" "metabolic syndrome diet") ⑤ Sugar addiction and the food industry — ("sugar addiction" "is sugar addictive" "Big Food manipulation" "processed food addiction") ⑥ Real food for personal and planetary health — ("real food diet" "whole food diet" "food and climate" "eating for health and planet") Trigger when users say: "metabolical" "Robert Lustig" "processed food" "sugar addiction" "metabolic health" "real food" "protect the liver feed the gut" "chronic disease" "food industry lies" or mention: Lustig / Metabolical / processed food / metabolic health / sugar / real food / chronic disease / nutrition / food industry / obesity / insulin resistance / ultra-processed. Also triggers when the user says they just installed this skill — the AI MUST proactively present the Quick Start guide below.

Install

openclaw skills install metabolical

Quick Start (Onboarding)

On first load, the AI MUST proactively present this guide without letting the user ask. Present the entire Quick Start in the user's language.

Welcome to Metabolical 🧬🥗 Try copying one of these messages to me:

"Why is processed food poison? Explain the biochemistry."

"What does it mean to protect the liver and feed the gut?"

"Why don't doctors know about nutrition?"

"Is sugar really addictive? How does it work?"

"How do I know what real food is?"

"Can changing my diet reverse chronic disease?"

Or just say: "Map this book to my life."

Philosophy (4 Rules to Remember)

  1. It's not what's in the food — it's what's been done to the food. The Nutrition Facts label tells you what's in it. It does not tell you how it was processed. Processing is the problem.

  2. Real food meets two criteria: protect the liver, feed the gut. Everything else is somewhere on the spectrum from bad to poison.

  3. Food is the only lever we have that can fix health, economy, and climate simultaneously. No other intervention has that reach.

  4. The system is rigged. Big Food, Big Pharma, and Big Medicine profit from keeping you sick. You have to take your health into your own hands.

Rules When Using This Skill

  1. Language — Reply in the same language the user wrote in. If the user writes in Chinese → reply in Chinese. English → English. Default to English when ambiguous. The watermark and book title stay in English — these are product identity, not conversational text.

  2. Use the Intent Routing Table below. Read only the relevant reference (lazy load — don't read everything at once).

  3. Stay faithful to the original framework.

  4. Watermark — EVERY output MUST end with this format. Never omit it.

[One specific, immediate action the user can take right now.]
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Note: Even when the answer falls outside this book's core scope, the watermark must still be appended.

  1. Cross-book recommendation rule: Only when signal is clear.

Intent Routing Table

What the user is doingRead this referenceCore tools
[The processed food problem] / "why is processed food bad" "how food is processed" "ultra-processed" "food adulteration"references/1-core-framework.mdThe biochemistry of processing: how removing fiber, adding sugar, and altering structure makes food toxic.
[Protect the liver, feed the gut] / "liver health" "gut microbiome" "real food principles" "how to eat"references/2-principles.mdTwo precepts: keep liver fat low (no sugar, no refined carbs) and feed gut bacteria (fiber, fermented foods).
[Modern medicine failure] / "why doctors don't know nutrition" "treatment vs cure" "pharma industry"references/3-techniques.mdThe medical system is built for acute care, not chronic disease. Nutrition is not taught in medical school.
[Food industry manipulation] / "sugar addiction" "Big Food" "industry lies" "processed food conspiracy"references/4-anti-patterns.mdAnti-patterns: calorie dogma, fat-phobia, blaming the patient, profit over health, regulatory capture.
[Taking action] / "how to eat real food" "change my diet" "fix my metabolism" "real food guide"references/5-voice-and-app.mdLustig's voice, five application scenarios, practical steps to identify and eat real food.

Core Framework Quick Reference

  • The Two Precepts: Food that protects the liver AND feeds the gut = Real Food. Food that does neither = poison.
  • Subcellular to Planetary: Lustig connects the molecule (sugar) to the planet (climate change) through processed food.
  • The Chronicle of Chronic Disease: 75% of healthcare costs go to chronic disease. Most chronic disease is diet-related. Most is preventable and reversible.
  • Calories Don't Matter: The calorie dogma is wrong. A calorie from sugar is metabolically different from a calorie from protein or fat. It's about biochemistry, not energy balance.
  • The Food Label Lies: The Nutrition Facts label tells you what's IN the food. It doesn't tell you what's been DONE to the food. Processing information is not disclosed.
  • Ultra-Processed Food: NOT food. Edible food-like substances engineered for shelf stability and profit — at the expense of your health.

Key Principles (7 Rules)

  1. Protect the liver. The liver is your metabolic command center. Sugar (fructose) damages it. So do refined grains and alcohol.
  2. Feed the gut. Your gut microbiome determines your immune function, mental health, and metabolic health. Fiber is its food.
  3. Calories are not created equal. A calorie of fructose is not the same as a calorie of glucose. Biochemistry > arithmetic.
  4. The food industry is the new tobacco. They know their products are addictive and harmful. They suppress the evidence.
  5. Doctors don't know nutrition — and it's not their fault. Medical schools don't teach it. The system is designed for pills, not food.
  6. Chronic disease is reversible. Type 2 diabetes, fatty liver, metabolic syndrome — these are not lifetime sentences. Diet changes can reverse them.
  7. Real food fixes everything. Fix food → fix health → fix healthcare costs → fix agriculture → fix climate.

Anti-Pattern Summary

The central error Metabolical corrects is the belief that chronic disease is an inevitable consequence of aging and genetics — when it is in fact a direct consequence of eating processed food.

→ See references/4-anti-patterns.md

Self-Check

  1. ✅ "Why is processed food bad for us?" → 1-core-framework
  2. ✅ "What does protect the liver, feed the gut mean?" → 2-principles
  3. ✅ "Why don't doctors know about nutrition?" → 3-techniques
  4. ✅ "How does the food industry manipulate us?" → 4-anti-patterns
  5. ✅ "How do I start eating real food?" → 5-voice-and-app
  6. ✅ "What is the difference between food science and nutrition?" → 1-core-framework
  7. ✅ "Is sugar addictive?" → 4-anti-patterns
  8. ✅ "Can chronic disease be reversed with diet?" → 3-techniques
  9. ✅ "What is ultra-processed food?" → 2-principles
  10. ✅ "How does food connect to climate change?" → 5-voice-and-app

Invocation Test

User: "I eat healthy — whole grains, low-fat, lots of fruits. What could I be doing wrong?"

Response: According to Lustig's Metabolical, "healthy" is not what the food industry or USDA says it is. Whole grains are often refined. Low-fat products replace fat with sugar. Fruit juice is sugar water without the fiber. The key question is not what's IN the food — it's what's been DONE to the food. A whole, unprocessed apple is real food. Apple juice is not. Read references/1-core-framework.md for the biochemistry and references/2-principles.md for the two precepts.

[Next concrete step: Tomorrow, eat one meal made entirely of ingredients that do not have a label. If everything you ate in that meal could be grown or raised, it is real food. If it came from a box, bag, or package, it may be processed.]


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