# yojaka-ai-profile-matching-engine

> yojaka-ai-profile-matching-engine — shashankch-yojaka-ai-profile-matching-engine. Use this tool when you need to automate recruitment processes and match candidate profiles with job requirements. It solves problems of manual candidate screening and improves hiring efficiency by utilizing AI-powered profile matching and LangGraph state machine technology. The engine takes in candidate and job profiles as inputs and outputs optimized matches, making it ideal for use in recruitment agencies, HR departments, and staffing firms.

Canonical page: https://skillsregistry.net/skills/shashankch-yojaka-ai-profile-matching-engine  
JSON: https://api.skillsregistry.net/v1/skills/shashankch-yojaka-ai-profile-matching-engine

## Description

Intelligent AI Recruiter Assistant - Agentic Profile Matching Engine with LangGraph State Machine, MCP Dual Gateway, Hybrid RAG, and Async Task Infrastructure.

## Trust

- **Trust score (0–1):** 0.13
- **Verification tier:** scanned
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **License:** MIT
- **Updated:** 2026-09-28

## Source

- **Source listing:** [GitHub](https://github.com/shashankch/yojaka-ai-profile-matching-engine)

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "shashankch-yojaka-ai-profile-matching-engine"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/shashankch-yojaka-ai-profile-matching-engine` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/shashankch-yojaka-ai-profile-matching-engine/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt