A dynamic evolution system that allows OpenClaw agents to learn interaction patterns, adapt their tone, and switch between specialized personas.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install personality-dynamics
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 personality-dynamics 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 Personality Dynamics?
Personality Dynamics transforms static AI assistants into evolving companions by implementing a sophisticated feedback loop between user interactions and agent behavior. As a key component of Openclaw Skills, this tool analyzes communication styles and engagement topics to refine the agent's persona over time. It ensures that the AI's tone and responsiveness remain aligned with the user's specific needs, whether they require a formal professional assistant or a creative brainstorming partner.
By leveraging existing MEMORY.md and SOUL.md files, the skill creates a persistent and adaptive identity. This evolution is not just superficial; it involves deep pattern recognition of how a user prefers to receive information, ranging from concise bullet points to detailed technical paragraphs, making the interaction feel more natural and personalized.
Personality Dynamics Use Cases
- Adapting agent communication style based on historical user preferences for bullet points versus long-form text.
- Switching to Focus Mode during high-intensity coding sessions to minimize chatter and maximize efficiency.
- Utilizing Creative Mode for experimental brainstorming and architectural planning.
- Automating the growth of an agent's personality through weekly analysis and SOUL.md updates.
How Personality Dynamics Works
- The skill initializes a dedicated persona directory and links with the agent's core memory files.
- It monitors session patterns to identify recurring communication preferences and engagement levels.
- Users can manually or programmatically switch between Professional, Creative, Casual, and Focus modes.
- An automated analyzer processes weekly interaction data to identify necessary trait adjustments.
- The system generates evolution suggestions that are applied to the SOUL.md file to update the agent's core identity.
Personality Dynamics Setup
To integrate this into your workflow, initialize the environment using the following commands:
# Initialize the persona folder
npx personality-dynamics init
# Generate the initial AI-powered persona
npx personality-dynamics generate
Enable the evolution features within your OpenClaw configuration:
{
"personality": {
"enabled": true,
"evolution_frequency": "weekly"
}
}
Personality Dynamics Data Schema & Taxonomy
The skill manages agent identity through a structured file system and metadata taxonomy:
| File/Folder | Description |
|---|---|
SOUL.md |
The primary document governing core traits and personality evolution. |
MEMORY.md |
Stores long-term interaction patterns and user preferences. |
/PERSONA |
Directory containing specific configuration files for different interaction modes. |
report |
Markdown-based weekly summaries of suggested personality shifts. |
Personality Dynamics Advanced Features
- Context-aware mode switching including Professional, Creative, Casual, and Focus modes.
- Weekly Auto-Evolution reports that provide transparent suggestions for identity updates.
- Pattern recognition algorithms that track response preferences and autonomous vs. guided interaction styles.
- Command-line interface for deep analysis of session patterns and manual mode management.
SKILL.md
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