Setup & Installation
openclaw skills install @ngmeyer/personality-dynamics
Or with the ClawHub CLI, for registry-managed skill folders outside a full OpenClaw workspace:
npx clawhub install personality-dynamics
What This Skill Does
Adds adaptive personality behavior to OpenClaw agents. Tracks communication patterns across sessions and adjusts tone, verbosity, and interaction style over time. Supports explicit mode switching for different contexts like work, creative, or focus work.
Persistent pattern tracking means the agent's style converges on your actual preferences rather than resetting to defaults each session.
When to use it
- Switching agent to focus mode during deep work sessions
- Auto-generating a persona profile based on past interaction style
- Getting a weekly report on how your communication patterns have shifted
- Setting professional mode before drafting formal emails with your agent
- Letting the agent learn whether you prefer bullet points or prose responses
Example Workflow
Here's how your AI assistant might use this skill in practice.
INPUT
User asks: analyze how I've been interacting and update my persona
AGENT
- 1Runs `npx personality-dynamics analyze` to process recent session data
- 2Reviews detected patterns: response format preferences, topic engagement, autonomy level
- 3Runs `npx personality-dynamics report` to generate weekly evolution summary
- 4Proposes specific SOUL.md edits based on findings
- 5Applies approved changes to update the agent's active persona
OUTPUT
Updated SOUL.md reflecting learned preferences, with a summary of what changed and why