Matchmaker is an AI-powered relationship assistant skill providing profile analysis, compatibility matching, and actionable dating guidance.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install match-maker
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 match-maker 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 Matchmaker?
Matchmaker is a sophisticated relationship intelligence skill designed for integration into AI agents. It leverages structured frameworks like the Big Five personality model, lifestyle metrics, and core values alignment to provide deep insights into human connections. By incorporating this into the library of Openclaw Skills, developers can empower agents to act as expert matchmaking consultants, helping users navigate dating profiles, assess compatibility, and track relationship health with data-driven precision.
This skill goes beyond simple keyword matching, utilizing multi-dimensional analysis to evaluate dating readiness, generate personalized icebreakers, and offer strategic relationship advice. Whether for individuals seeking self-improvement or developers building social AI tools, Matchmaker provides the technical foundation for meaningful relationship guidance.
Matchmaker Use Cases
- Evaluating personal dating profile readiness and identifying specific areas for improvement.
- Assessing deep compatibility between two individuals based on psychological traits and core values.
- Generating personalized icebreakers and date ideas to facilitate authentic interactions.
- Tracking the health and momentum of developing relationships through interaction logging.
- Providing objective relationship advice based on communication patterns and shared goals.
How Matchmaker Works
- Intent Identification: The agent determines if the user requires profile analysis, matching, icebreakers, or relationship tracking.
- Information Gathering: The skill collects structured data on personality (Openness, Conscientiousness, Extraversion, Agreeableness, Neuroticism), lifestyle, core values, and interests.
- Analysis Execution: The gathered data is processed through specialized services (Profile, Match, Icebreaker, or Assessment) using Python-based logic.
- Insight Presentation: The skill delivers formatted results including dimension scores, strengths, challenges, and actionable recommendations.
- Contextual Guidance: The agent provides an empathetic interpretation of the metrics to help the user make informed decisions.
Matchmaker Setup
To integrate this capability into your Openclaw Skills environment, ensure you have Python 3 installed. Clone the repository and install the skill in editable mode:
pip install -e .
The skill is designed to work out of the box with the standard Openclaw agent configuration once the dependencies are resolved.
Matchmaker Data Schema & Taxonomy
The skill organizes relationship data using a structured taxonomy centered on the Person object:
| Component | Description |
|---|---|
| PersonalityTraits | 0-100 scales for Openness, Conscientiousness, Extraversion, Agreeableness, and Neuroticism. |
| Lifestyle | Metrics for sleep schedules, exercise frequency, social activity, and travel habits. |
| Values | Alignment data for marriage views, children plans, family/career importance, and financial attitudes. |
| InteractionLog | Sequential records of dates, message types, and quality ratings to track relationship momentum. |
Matchmaker Advanced Features
- Multi-dimensional compatibility scoring across personality, values, and lifestyle dimensions.
- Automated relationship momentum tracking with calculated health scores and success likelihood.
- Personalized communication pitfall detection based on specific personality trait overlaps.
- Dynamic icebreaker generation tailored to shared interests and unique profile details.
- Scalable architecture allowing for custom relationship metrics and multi-agent support within Openclaw Skills.
SKILL.md
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