Back to Packs
general-automation Fleet Shield A
~5 min setup
Smart Job Matchmaker
Automate job relevancy scoring for top talent
What this pack does
# Smart Job Matchmaker
## What It Does
The Smart Job Matchmaker AI automation agent streamlines the process of finding and qualifying job candidates on LinkedIn Jobs. By automating the tedious task of searching and scoring job relevancy, recruiters can save time and focus on high-value tasks. The agent identifies top candidates and provides a list of qualified leads, enabling recruiters to make informed decisions quickly. This results in a more efficient recruitment process and better candidate matches.
## Who Needs This
Recruiters who manually search LinkedIn Jobs and score candidates are the ideal users for Smart Job Matchmaker. They often spend hours sifting through job postings and resumes, trying to find the best fit for their clients or companies. By automating this process, recruiters can free up time to focus on building relationships with clients, making placements, and growing their business.
## How It Works — Step by Step
1. You provide the job title and location you're looking to fill, and the agent starts searching LinkedIn Jobs for relevant postings.
2. The agent browses through the search results, gathering details about each job posting, including the job description, required skills, and company information.
3. You input the resume or profile information of the candidates you're considering, and the agent analyzes this data to determine their relevance to the job postings.
4. The agent scores each candidate against the job requirements, providing a relevancy score to help you prioritize the most qualified candidates.
5. The agent compiles the results into a report, including the top candidates, their relevancy scores, and links to their LinkedIn profiles.
6. You review the report to identify the best candidates for the job opening and make informed decisions about who to contact next.
7. The agent saves the report to a designated location, allowing you to easily access and reference the information later.
8. You can run the agent as many times as needed, refining your search criteria and candidate list to achieve the best possible results.
## What You Get
* A list of top candidates with relevancy scores and links to their LinkedIn profiles
* A detailed report of the job postings and candidate information
* Saved time and increased productivity in the recruitment process
* Improved candidate matches and reduced time-to-hire
* A customizable and repeatable process for ongoing recruitment needs
## Setup Requirements
* LinkedIn account credentials
* OpenAI API key for AI-powered candidate matching
* A designated location to save the report (e.g. Google Drive or local file system)
* Candidate resume or profile information
## Pricing
$39 one-time
*No subscription. Yours to keep and run as many times as you want.*
1Pack Contents
OpenClaw AI agent pack
This product is sold as a ready-to-install OpenClaw pack with a real install or delivery path.
automationai-agentrecruitment
Get this Pack Live
1
Purchase or Request Delivery
This agent pack is delivered as a working OpenClaw-ready package, not a raw source dump.
Complete checkout for smart-job-matchmaker and follow the guided delivery steps.
2
Connect Credentials and Environment
If the pack needs keys or credentials, the install flow tells you exactly what to connect.
openclaw skill install smart-job-matchmaker
3
Run the Agent Workflow
Once delivered, the pack should be usable from OpenClaw with a real agent-facing path, not just source files.
Ready to install?
One purchase, lifetime access, and a live checkout path.
Buy Now — $39Buy Now — $39
Instant access after purchase