An executable crowd psychology agent skill based on Gustave Le Bon's classic study, designed to analyze group behavior, collective dynamics, and leader influence.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install the-crowd
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 the-crowd 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 The Crowd Psychology Skill?
The Crowd is a specialized behavioral science skill that brings Gustave Le Bon’s classic study of crowd psychology into modern conversational AI workflows. By incorporating this skill into your AI coding agents, developers and analysts can model, understand, and predict collective behaviors, group think, and modern viral phenomena like digital outrage or social media contagions. As part of your suite of Openclaw Skills, this agent-ready package acts as an analytical lens for evaluating how individual consciousness recedes when embedded in groups.
Using a dedicated intent routing system, this skill enables your AI agents to dynamically transition from mapping core psychological frameworks to evaluating real-world leadership, digital communication patterns, and marketing campaigns. Developers can utilize this toolkit to build bots that detect cognitive biases in group discussions or analyze historical and modern sociological trends with systematic fidelity.
The Crowd Psychology Skill Use Cases
- Analyzing online group behavior, viral social media trends, and collective digital outrage.
- Developing mitigation strategies against mob mentality and uncritical cognitive biases in community forums.
- Decoding political and marketing messaging tactics using established leadership frameworks (Assertion, Repetition, Prestige).
- Structuring sociological research on historical events and mass movements.
- Designing self-improvement systems that assist individuals in maintaining objectivity during high-contagion social situations.
How The Crowd Psychology Skill Works
- Query Detection: The agent intercepts specific behavioral or psychological triggers (such as mob mentality, group mind, or Gustave Le Bon).
- Intent Routing: The skill uses an optimized intent-routing algorithm to map the user query directly to the correct reference module, such as core frameworks, leadership techniques, or anti-patterns.
- Contextual Evaluation: The agent applies the foundational rules of crowd psychology, noting how conscious individuality is altered when individuals assemble.
- Cognitive Analysis: The agent runs the input scenario through the core principles, highlighting psychological contagion points and leadership mechanics.
- Execution & Recommendation: The AI outputs actionable countermeasures and concludes with a structured behavioral call-to-action utilizing the standard system watermark.
The Crowd Psychology Skill Setup
To run this behavioral framework as part of your active Openclaw Skills roster, clone the skill repository directly into your AI agent's directory:
git clone https://github.com/openclaw/skill-the-crowd.git skills/the-crowd
cd skills/the-crowd
Ensure your system environment is configured with the standard runtime engine, then register the skill in your local development configuration:
claw skill:register ./skills/the-crowd
The skill initializes immediately on the next agent load, proactively presenting the onboarding quick start guide.
The Crowd Psychology Skill Data Schema & Taxonomy
This skill organizes its behavioral knowledge-base using structured Markdown references. The system references are structured as follows:
| File Path | Component Name | Description |
|---|---|---|
references/1-core-framework.md |
Core Crowd Mind | Defines core crowd dynamics: contagion, suggestibility, and collective mind. |
references/2-principles.md |
Crowd Characteristics | Profiles group emotions: impulsiveness, credulity, and exaggeration. |
references/3-techniques.md |
Influence Techniques | Outlines leadership execution tools: assertion, repetition, and prestige. |
references/4-anti-patterns.md |
Crowd Anti-Patterns | Evaluates uncritical acceptance, groupthink, and mass hysteria. |
references/5-voice-and-app.md |
Opinion Dynamics | Maps how beliefs diffuse through social populations over time. |
The Crowd Psychology Skill Advanced Features
- Proactive Onboarding Hooks: Instantly executes a contextual quickstart guide on initial container load to guide user interactions.
- Intelligent Lazy Loading: Dynamically queries only the targeted reference file based on parsed user intent to minimize memory and system overhead.
- Dynamic Language Synchronization: Seamlessly outputs analytical responses in the user's input language while preserving core conceptual keys and formatting.
- Watermark-Driven Action Hooks: Enforces an actionable takeaway format at the conclusion of every analysis, ensuring high execution-oriented utility.
- Cross-Book Cognitive Mapping: Integrates semantic triggers to cross-reference related behavioral schemas like group dynamics or cognitive biases.
SKILL.md
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