A sophisticated growth-resistance simulation engine that models friction, distrust, and cognitive load to harden user adoption paths.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install adoption-suppression
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 adoption-suppression 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 Adoption Suppression (Agent Smith)?
The Adoption Suppression skill is a specialized diagnostic tool for Agent Smith that focuses on the reality of user dropoff. Instead of assuming growth is a simple product of exposure, this component of Openclaw Skills simulates the psychological and operational barriers that prevent users from converting. It provides a cynical yet necessary audit of any onboarding flow, community process, or governance journey.
By leveraging the Adoption Suppression skill within Openclaw Skills, developers can identify the exact moments where users experience hesitation or distrust. The skill acts as a stress-test for your ecosystem, ensuring that growth is built on a resilient conversion architecture rather than fragile marketing illusions.
Adoption Suppression (Agent Smith) Use Cases
- Auditing landing pages to identify jargon overload and cognitive suppression.
- Stress-testing crypto onboarding flows to minimize wallet friction and account complexity.
- Analyzing governance participation to reduce social suppression and fatigue.
- Simulating trust collapse points in new DeFi or DAO token flows.
- Identifying the first moment of user hesitation in complex technical documentation.
How Adoption Suppression (Agent Smith) Works
- Input an adoption path such as a landing page URL, funnel documentation, or onboarding flow into the Openclaw Skills framework.
- Agent Smith analyzes the journey to identify points of cognitive, emotional, and operational friction.
- The skill predicts user dropoff points based on behavioral patterns like silent abandonment.
- Barriers are classified into specific vectors, such as economic uncertainty or technical failure risk.
- The engine generates a Conversion Fragility Score and a prioritized list of minimum viable fixes to harden the path.
Adoption Suppression (Agent Smith) Setup
To integrate the Adoption Suppression engine into your workflow, use the standard CLI for Openclaw Skills:
# Add the Adoption Suppression skill to your agent
openclaw install adoption-suppression
# Run a simulation on a specific landing page funnel
openclaw run adoption-suppression --input ./funnel-docs.md
Adoption Suppression (Agent Smith) Data Schema & Taxonomy
The skill produces a detailed friction report organized by the following taxonomy:
| Data Point | Description |
|---|---|
| Adoption Path Summary | A high-level overview of the analyzed user journey. |
| Suppression Vectors | Classification of barriers (Cognitive, Emotional, Operational, Social, Economic). |
| Dropoff Points | Specific steps where users are most likely to abandon the process. |
| Trust Failures | Points where perceived risk outweighs the perceived benefit. |
| Metrics | Numerical estimates for Cognitive Load and Conversion Fragility (1-10). |
| Smith Verdict | Final classification label (e.g., Fragile Funnel or Resilient). |
Adoption Suppression (Agent Smith) Advanced Features
- Advanced simulation of silent abandonment behavior patterns.
- Detailed trust collapse mapping for decentralized finance applications.
- Automated identification of jargon-induced cognitive overload.
- Integration with $NEURONS ecosystem growth modeling for high-priority projects.
- Minimum viable fix recommendations designed for rapid deployment within Openclaw Skills.
SKILL.md
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