matching_engine
CommunityOptimize job-resume compatibility at scale with advanced scoring and explainability.
AuthorRenzo-Tognella
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill addresses the challenge of matching job seekers with suitable job opportunities by providing a high-precision, explainable job-resume compatibility scoring system.
Core Features & Use Cases
- Hybrid Scoring: Combines semantic similarity via embeddings and structured field matching for comprehensive compatibility evaluation.
- Explainability: Utilizes MiniMax2.7 for skill extraction and natural language explanations of match results.
- Use Case: For a recruitment platform, this Skill can automate and enhance the matching process, ensuring candidates are presented with the most relevant job opportunities based on their skills and experience.
Quick Start
Run the matching_engine skill with the --user-id flag to find job matches for a specific user.
Dependency Matrix
Required Modules
coherepgvectoropenrouterspring-boot
Components
scriptsreferencesassets
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: matching_engine Download link: https://github.com/Renzo-Tognella/UniversalThingsForMyAgents/archive/main.zip#matching-engine Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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