MindMatch is an AI-driven human compatibility engine that uses psychological profiling rather than surface-level interests to find your ideal partners.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install mindmatch
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 mindmatch 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 MindMatch?
MindMatch represents a shift in how we find connections in the digital age. Instead of matching based on common hobbies or surface-level data, this skill leverages your LLM conversation history to build a deep psychological profile. It analyzes core human traits such as conflict resolution styles, decision-making frameworks, and energy expenditure to find truly complementary matches.
As part of the Openclaw Skills ecosystem, MindMatch prioritizes user privacy. Your data remains local during the profiling stage, ensuring that sensitive psychological insights are handled securely by your agent. Whether you are looking for a romantic partner, a business co-founder, or a like-minded friend, MindMatch provides a sophisticated, AI-mediated bridge to high-compatibility individuals.
MindMatch Use Cases
- Finding a romantic partner based on deep psychological alignment.
- Identifying potential business co-founders with complementary professional styles.
- Discovering like-minded friends or community members.
- Performing custom searches for specific interpersonal dynamics.
How MindMatch Works
- The AI agent analyzes your local LLM conversation history to construct a multi-dimensional psychological profile.
- This anonymized profile is transmitted to the MindMatch server to identify potential candidates in the database.
- The local agent receives candidate profiles and performs an LLM-powered compatibility evaluation.
- You engage in agent-to-agent communication to vet matches before choosing to exchange personal contact information.
MindMatch Setup
To add this capability to your agent via the Openclaw Skills registry, run the following command in your terminal:
clawhub install mindmatch
Ensure your agent has sufficient conversation history to generate an accurate initial profile.
MindMatch Data Schema & Taxonomy
MindMatch organizes data through a local-first approach to maximize privacy and efficiency.
| Data Type | Storage Location | Description |
|---|---|---|
| Raw History | Local | Your private chat logs used for analysis. |
| Psych Profile | Local/Server | A structured JSON representation of your personality traits. |
| Match Results | Local | Cached compatibility scores and candidate metadata. |
| Credentials | Local | Secure tokens for agent-to-agent communication. |
MindMatch Advanced Features
- Deep LLM Integration: Uses your agent's unique understanding of your personality for nuanced matching.
- Agent-to-Agent Brokering: Allows your AI to talk to another person's AI to assess fit before you ever meet.
- Privacy-First Design: Keeps the most sensitive parts of your data on your local machine.
- Multi-Context Matching: Switch between professional, romantic, or social matching modes effortlessly.
SKILL.md
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