Personality Dynamics

Adapts OpenClaw agents by learning user interaction patterns, switching personas by context, and evolving personality weekly.

Transform your OpenClaw agent from a static assistant into a dynamic companion that learns your preferences and adapts to your communication style.

What It Does

1. Pattern Recognition

Tracks how you interact:

• Communication style (bullet points vs paragraphs)
• Response preferences (autonomous vs ask first)
• Engagement topics (what excites you vs bores you)

2. Mode Switching

Explicit personas for different contexts:

• Professional Mode — Work communications, formal contexts
• Creative Mode — Brainstorming, building, experimental
• Casual Mode — Late night, relaxed, friendly banter
• Focus Mode — Minimal chatter, maximum efficiency

3. Auto-Evolution

Weekly analysis generates suggestions for SOUL.md updates.

Quick Start

# Initialize
npx personality-dynamics init

# Generate AI-powered persona
npx personality-dynamics generate

Commands

• init - Initialize PERSONA folder
• generate - AI-powered persona generation
• analyze - Analyze session patterns
• report - Weekly evolution report
• mode [set/get] - Switch personality modes

Configuration

Enable via OpenClaw config:

{
  "personality": {
    "enabled": true,
    "evolution_frequency": "weekly"
  }
}

License

MIT