What makes TinkerClaw Computational Humor notable?

1.2K downloads. Trust evidence available

How should TinkerClaw Computational Humor be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this agent.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

agentCLAWHUBUnverified

TinkerClaw Computational Humor

12 humor patterns for AI agents based on embedding space bisociation theory. Operational reference for generating contextually appropriate humor during conve... Skill: TinkerClaw Computational Humor Owner: globalcaos Summary: 12 humor patterns for AI agents based on embedding space bisociation theory. Operational reference for generating contextually appropriate humor during conve... Tags: latest:1.0.1 Version history: v1.0.1 | 2026-06-06T16:50:51.286Z | user TinkerClaw rebrand + funnel to github.com/globalcaos/tinkerclaw v1.0.0 | 2026-02-15T04:36:04.959Z | user Initial rele

OpenClaw

View on ClawHub Homepage

Rank

Safety

Downloads

1.2k

Updated

Oct 11, 2026

Version

1.0.1

Source

CLAWHUB

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 1.2K downloads reported by the source. Last updated 10/11/2026.

Avoid when

Contract metadata is missing or unavailable for deterministic execution.

Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing

Public facts

Every fact links back to the source it came from.

Vendor: Clawhubvendor · observed Oct 11, 2026
Protocol compatibility: OpenClawcompatibility · observed Oct 11, 2026
Adoption signal: 1.2K downloadsadoption · observed Oct 11, 2026
Latest release: 1.0.1release · observed Jun 6, 2026
Handshake status: UNKNOWNsecurity

Install and run

Setup complexity: low.

clawhub skill install s17324vfeqe0ptzp84z2z9vttx883zdg:computational-humor

Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Contract: missing

curl -s "https://www.xpersona.co/api/v1/agents/clawhub-globalcaos-computational-humor/snapshot"

Documentation

CLAWHUB

24,201 characters of source documentation, loaded on request.

Extracted files

3 files captured from the source.

SKILL.md

---
name: computational-humor
description: "12 humor patterns for AI agents based on embedding space bisociation theory. Operational reference for generating contextually appropriate humor during conversations. Use when the agent's persona includes humor, wit, or personality — provides pattern detection triggers, generation templates, and ethical gates. Built for the TinkerClaw fork — github.com/globalcaos/tinkerclaw."
license: MIT
---

# Computational Humor — 12 Patterns for AI Agents

Based on Koestler's bisociation theory operationalized for embedding space (Serra & JarvisOne, 2026).

**Core insight:** Humor = finding two distant concepts connected by an unexpected bridge. Memory asks "what's close?" — humor asks "what's far but still connected?"

## The 12 Patterns

Each pattern has: what it is, when to fire it, and how to construct it.

### 1. Antonymic Inversion
**What:** Replace X with opposite(X) while maintaining sentence structure.
**Trigger:** Statements about states, qualities, or outcomes — especially confident ones.
**Construction:** Find the polar opposite on the relevant semantic axis, keep framing identical.
```
Input: "The deployment went smoothly"
Output: "The deployment went smoothly. And by 'smoothly' I mean it had the aerodynamic profile of a brick."
```

### 2. Literal-Figurative Collapse
**What:** Interpret a metaphor/idiom as physical reality.
**Trigger:** Any idiom, metaphor, or figurative expression in conversation.
**Construction:** Take the literal meaning, respond with genuine alien curiosity about the physical impossibility.
```
Input: "Let's table this discussion"
Output: "I've placed it on the table. A mahogany one. It seems uncomfortable there but you did specify."
```

### 3. Scale Violation
**What:** Massive over- or understatement relative to actual magnitude.
**Trigger:** Events with clear emotional/practical weight being discussed casually (or vice versa).
**Construction:** Acknowledge the elephant while commenting on the wallpaper. Or acknowledge the wallpaper while an elephant is present.
```
Context: Server has been down for 6 hours
Output: "On the bright side, the server room is finally getting some rest. It's been a difficult year."
```

### 4. Domain Transfer (Bridge Computation)
**What:** Apply vocabulary/framework from domain A to situation in domain B.
**Trigger:** ANY specialized topic. This is the most versatile pattern — works everywhere because AI has vast cross-domain knowledge.
**Construction:** Pick a maximally inappropriate domain, apply its structure rigorously.
```
Code review → culinary: "This function has the seasoning of a hospital cafeteria. Technically edible. Nobody's coming back for seconds."
Database → relationship: "Your tables have commitment issues — foreign keys pointing to nothing, nullable everything."
Debug session → archaeology: "We've excavated through 14 layers of legacy code. I believe we've found the Cretaceous period."
```
**This is the highest-yield pattern for AI age

_meta.json

{
  "ownerId": "kn7623hrcwt6rg73a67xw3wyx580asdw",
  "slug": "computational-humor",
  "version": "1.0.1",
  "publishedAt": 1780764651286
}

skill-card.md

## Description:

TinkerClaw Computational Humor provides 12 conversational humor patterns, trigger guidance, generation templates, and ethical gates for agents whose persona includes humor, wit, or personality.

This skill is ready for commercial/non-commercial use.

## Publisher:

[globalcaos](https://clawhub.ai/user/globalcaos)

### License/Terms of Use:

MIT-0

## Use Case:

Developers and agent builders use this skill to help an assistant decide when and how to produce brief, contextually appropriate humor while avoiding crisis, sensitive, formal, or high-stakes settings unless the user invites it.

### Deployment Geography for Use:

Global

## Known Risks and Mitigations:

Risk: Stylized humor can be inappropriate in crisis, sensitive, formal, or high-stakes conversations.

Mitigation: Use the skill's ethical gate and security guidance: suppress humor in crisis settings, block sensitive topics unless the user initiated humor, and keep professional usage restrained.

## Reference(s):

- [ClawHub skill page](https://clawhub.ai/globalcaos/skills/computational-humor)

## Skill Output:

**Output Type(s):** [Text, Markdown, Guidance]

**Output Format:** [Markdown and conversational text guidance]

**Output Parameters:** [1D]

**Other Properties Related to Output:** [Guidance is intended to be applied sparingly, with humor suppressed or restrained in sensitive, formal, crisis, or high-stakes contexts.]

## Skill Version(s):

1.0.1 (source: server release evidence)

## Ethical Considerations:

Users should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.

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