An advanced gut health and microbiome optimization skill based on Dr. Will Bulsiewicz's clinical research and the 4-week Fiber Fueled program.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install fiber-fueled
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install fiber-fueled using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Fiber Fueled Gut Health Agent Skill?
The Fiber Fueled skill brings the revolutionary plant-based gut health methodologies of board-certified gastroenterologist Dr. Will Bulsiewicz directly into your AI workflows. By integrating this module with Openclaw Skills, developers and users can leverage an intelligent agent capable of providing clinical-grade nutrition guidance, gut microbiome science, and personalized fiber reintroduction strategies. The skill translates over 600 scientific studies into actionable, conversation-driven advice to help reverse inflammation, regulate digestion, and optimize short-chain fatty acids (SCFAs).
This implementation serves as a comprehensive digital companion for the "Fiber Fueled" framework. It is designed to proactively guide users through microbiome repair protocols, the iconic 30-plant weekly challenge, and systematic reintroduction phases for sensitive stomachs. By deploying this specialized capability via Openclaw Skills, you enable your AI assistants to provide precise, structured, and clinically-backed nutritional coaching.
Fiber Fueled Gut Health Agent Skill Use Cases
Here are the primary scenarios and query triggers supported by this skill:
- Microbiome Education: Deep-dives into why the gut is the primary engine of health and how microbial biodiversity affects overall well-being.
- Fiber Optimization Guidance: Helping users understand how fiber acts as a fuel source rather than just a digestive broom.
- SCFA and Postbiotic Mapping: Explaining the science of short-chain fatty acids like butyrate, propionate, and acetate, and how to maximize them.
- 30-Plant Weekly Diversity Challenge: Tracking, calculating, and planning a diet featuring 30 distinct plant categories to maximize bacterial diversity.
- Sensitive Gut & Bloating Protocols: Providing gradual reintroduction schedules, soaking, sprouting, and cooking techniques for users dealing with IBS, bloating, or food sensitivities.
- 4-Week Fiber Fueled Program Management: Guiding users step-by-step through transition, diversification, sensitivity management, and stabilization phases.
- Fermented Foods Integration: Offering advice on incorporating daily doses of living ferments like kimchi, sauerkraut, kombucha, and miso.
How Fiber Fueled Gut Health Agent Skill Works
The skill executes through a structured conversational flow and intent routing system:
- Proactive Quick Start Trigger: Upon the initial load, the AI agent proactively displays the Quick Start guide and philosophy rules, ensuring the user immediately knows how to interact with the skill without requiring prompt engineering.
- Intent Parsing & Routing: The agent listens for user triggers (such as queries regarding bloating, SCFAs, or plant counts) and matches them against the internal Intent Routing Table.
- Contextual Reference Retrieval: Based on the identified intent, the agent loads specific markdown reference documents (e.g.,
references/1-core-framework.mdorreferences/3-techniques.md) containing targeted protocols. - Context-Rich Response Generation: The agent synthesizes the reference text into conversational, empathetic, and scientifically accurate advice, maintaining the core framework principles.
- Execution Action & Watermark Injection: Every output concludes with a specific actionable next step and a standardized execution watermark attribution.
Fiber Fueled Gut Health Agent Skill Setup
To set up and run this gut-health assistant skill locally or inside your AI system, follow these steps.
Ensure you have the core CLI and agent environment configured, then import this package as part of your active Openclaw Skills directory.
Clone the skill repository into your custom agent directory:
git clone https://github.com/openclaw/skill-fiber-fueled.git ~/.claw/skills/fiber-fueled
Navigate to the directory and verify the structural integrity of the manifest:
cd ~/.claw/skills/fiber-fueled
claw skills verify fiber-fueled
Activate the skill inside your workspace to make it available to your AI agent:
claw skills enable fiber-fueled --workspace default
To run a self-test diagnostic ensuring the 10 core gut-health triggers function properly:
claw skills test fiber-fueled
Fiber Fueled Gut Health Agent Skill Data Schema & Taxonomy
This skill organizes its physiological frameworks, recipes, and clinical rules within structured reference markdown files. The layout and data mapping are structured as follows:
Document Directory Structure
| File Path | Description | Core Data / Taxonomies Included |
|---|---|---|
SKILL.md |
Core manifest and entry point | Quick Start guides, intent routes, self-check triggers, and core principles. |
references/1-core-framework.md |
Core Framework Ch. 1, 3, 4, 5, 10 | Clinical concepts, Leslie's case study, SCFA biology, and baseline fiber requirements. |
references/2-principles.md |
Fundamental Microbiome Rules | The 7 Core Rules (microbe ratios, postbiotics over probiotics, restriction anti-patterns). |
references/3-techniques.md |
Actionable Culinary & Diet Guides | Sprouting, soaking, fermentation, color-coding, and 30-plant tracking tables. |
references/4-anti-patterns.md |
Common Clinical Pitfalls | Debunking 'fiber causes inflammation' myths, dealing with elimination diet traps. |
Intent Routing Schema
- Microbiome Science Mapping: Maps queries around 'gut health', 'microbiome', and 'Dr. B' directly to clinical overviews.
- Biochemical SCFA Tracking: Maps inquiries on 'butyrate', 'acetate', and 'propionate' to postbiotic optimization protocols.
- Sensory & Bloating Exception Routing: Intercepts 'bloated', 'gas', and 'IBS' inputs, routing them to the gradual reintroduction and prep-technique guides.
Fiber Fueled Gut Health Agent Skill Advanced Features
- Automated Quick-Start Interceptor: Automatically detects cold-start user sessions and instantly injects the Quick Start onboarding guide.
- Multi-lingual Auto-Fallback: Dynamically translates nutritional guidance into the user's input language (e.g., Spanish, Chinese, German) while preserving clinical English terms, book titles, and watermarks.
- Strict Intent Router: Prevents context-leakage and hallucination by dynamically pointing the AI model to isolated, relevant reference files based on conversational context.
- Unified Postbiotic Hierarchy Hook: Ensures the agent prioritizes prebiotics (fiber) and dietary diversity over expensive commercial probiotic supplements.
- Cross-Book Referral Trigger: Gracefully routes users to complementary Openclaw Skills when queries deviate from gut-health scope, preventing conversational dead-ends.
SKILL.md
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