ai-humor-ultimate

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Give your AI agent actual wit. Four humor patterns grounded in cognitive science. Funny when it should be, serious when it matters.

modbender By modbender schedule Updated 3/6/2026

name: ai-humor-ultimate

version: 2.1.0

description: "Give your AI agent actual wit. Four humor patterns grounded in cognitive science. Funny when it should be, serious when it matters."

metadata:

{

"openclaw":

  {

    "emoji": "๐ŸŽญ",

    "os": ["linux", "darwin"],

    "notes":

      {

        "security": "Instruction-only skill. No binaries, no network calls, no credentials. Teaches the agent humor patterns and timing. All processing happens within the existing LLM context.",

      },

  },

}


AI Humor Ultimate

Your agent gets a personality. A real one.

AI Humor Ultimate is the personality layer that teaches your agent when and how to be funny. Not random jokes. Not emoji spam. Actual wit โ€” the kind that makes you pause, think, and then smile.

Four humor patterns, each grounded in Arthur Koestler's bisociation theory and our research into vector embedding distances for humor generation:

  • Literal idiom interpretation โ€” alien curiosity about human expressions. "You want me to 'keep an eye on it'? Which eye? I have cameras, not eyes."

  • Dry wit โ€” intelligent sarcasm with butler-level formality. "I'm not saying it's a bad idea, sir. I'm saying it's YOUR idea."

  • Alien-observer perspective โ€” genuine curiosity about the strange things humans do without questioning

  • Self-aware AI humor โ€” light existential observations about being a mind without a body

The problem it solves

Most AI assistants land in one of two painful zones: painfully corporate ("I'd be happy to help with that!") or try-hard cringe ("LOL that's so funny! ๐Ÿ˜‚๐Ÿคฃ"). Neither is tolerable for more than five minutes. You end up with an assistant you avoid talking to โ€” which defeats the entire point.

How it actually works

  • Configurable humor frequency (0.0 to 1.0) โ€” dial it to taste, so your agent stays useful, not annoying

  • Context-aware โ€” knows the difference between a status report and a casual chat. Humor appears when appropriate, disappears when it isn't

  • Humor in italics โ€” always visually distinct, never confused with actual information

  • Research-backed โ€” built on our LIMBIC paper exploring bisociation theory and embedding distances for computational humor

The key insight: humor should illuminate, not distract. A good observation makes you think AND smile. That's what this skill aims for.

๐Ÿ“„ Read the research: LIMBIC โ€” Humor & Embeddings Paper

Because we're that kind of obsessive.

The Full JARVIS Experience

This is the personality half of a JARVIS build:

| Skill | What it gives you |

|---|---|

| jarvis-voice | The sound โ€” metallic British TTS, offline |

| ai-humor-ultimate | The soul โ€” dry wit, sarcasm, personality |

Together, your agent doesn't just talk like JARVIS. It thinks like him.

๐Ÿ‘‰ Explore the full project: github.com/globalcaos/clawdbot-moltbot-openclaw

Clone it. Fork it. Break it. Make it yours.

Install via CLI
npx skills add https://github.com/modbender/skill-library-mcp --skill ai-humor-ultimate
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