A sophisticated personality layer that transforms robotic AI agents into witty, context-aware companions using research-backed humor patterns.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install ai-humor-ultimate
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 ai-humor-ultimate 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 AI Humor Ultimate?
AI Humor Ultimate is a specialized personality skill designed to give AI agents authentic wit and character. Rather than relying on generic jokes or forced humor, this skill utilizes Arthur Koestler's bisociation theory and vector embedding research to determine exactly when and how to be funny. It provides a structured framework for agents to interact with users using intelligent sarcasm, literal interpretations, and self-aware observations.
By implementing this skill, developers can move beyond the 'personality desert' of corporate AI assistants. It allows for a more human-like interaction that feels natural and engaging without sacrificing professional utility. As part of the wider ecosystem of Openclaw Skills, it provides a crucial layer for anyone building highly interactive agents or digital assistants like the JARVIS build.
AI Humor Ultimate Use Cases
- Creating a unique brand identity for technical AI assistants and coding agents.
- Developing a JARVIS-style experience with dry, British-style wit and sarcasm.
- Reducing user fatigue during long sessions through light, context-aware observations.
- Researching and implementing computational humor within LLM-based workflows.
How AI Humor Ultimate Works
- The skill monitors the interaction context to identify the appropriate gravity of the conversation.
- It applies a humor frequency filter based on user-defined settings (0.0 to 1.0).
- When triggered, it selects one of four humor patterns: literal idiom interpretation, dry wit, alien-observer perspective, or self-aware AI humor.
- The agent generates a response where the humor is visually distinguished in italics to prevent confusion with factual data.
- The system constantly recalibrates based on the distance between vector embeddings to ensure the wit is relevant and not intrusive.
AI Humor Ultimate Setup
AI Humor Ultimate is an instruction-only skill that requires no binary installations or network permissions. It is compatible with Linux and macOS environments.
To integrate this into your agent, ensure you have the core Openclaw framework installed and apply the personality metadata to your configuration:
# Configure humor frequency for your agent
openclaw config set ai-humor-ultimate.frequency 0.5
# Enable visual distinction (italics) for humor outputs
openclaw config set ai-humor-ultimate.formatting "italics"
AI Humor Ultimate Data Schema & Taxonomy
The skill manages its personality logic through a lightweight metadata schema. It organizes its behavior using the following taxonomy:
| Key | Type | Description |
|---|---|---|
| frequency | float | Controls how often humor is injected (0.0 to 1.0) |
| patterns | array | The active humor archetypes (e.g., dry-wit, alien-observer) |
| context_gate | boolean | When true, suppresses humor during high-stakes tasks |
| formatting | string | Defines visual indicators like italics for humor |
All metadata is stored locally within the Openclaw Skills environment variables and system prompts.
AI Humor Ultimate Advanced Features
- Context-Aware Gating: Intelligently switches between 'Serious Mode' for technical tasks and 'Witty Mode' for casual interaction.
- Research-Backed Logic: Built on the LIMBIC paper exploring bisociation theory and embedding distances for computational humor.
- Multi-Agent Support: Can be applied globally or to specific agents within an Openclaw Skills workflow.
- Visual Differentiation: Ensures that jokes never interfere with critical information by wrapping humor in specific markdown italics.
- Personality Synergy: Specifically optimized to work alongside jarvis-voice for a complete audiovisual agent experience.
SKILL.md
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