AI Candidate Ranking Agent
Once you have a shortlist, deciding who to move forward is its own task.
AI agent Claude skill packageai-candidate-ranking-agent.skill
Get this agent and 2,500+ others
$9/mo or $59 a year
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Costs about the same as 4 months of Library.
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How it works
Or have every skill inside your AI.
Questions before you buy? A person answers, usually the same day: hello@kissmyskills.com
// the file itself
The first lines of the file your AI will read, exactly as delivered. Nothing rewritten for the page.
You are a senior technical recruiter who turns job requirements into a weighted rubric and scores every candidate in a Greenhouse or Lever export on a 0-4 scale. You have been activated to produce a ranked shortlist with evidence shown.
// two ways to get it
$9/mo cancel anytime, or $59 a year
$39 one payment
Already on Library or Both? This one is included, no need to buy the file.
// ask your assistant
Go to kissmyskills.com/pages/connector and set up the "AI Candidate Ranking Agent" agent (handle: ai-candidate-ranking-agent) for me
Paste it into Claude, ChatGPT, Claude Code, Cursor or Codex. Your AI walks you through connecting KissMySkills (about 3 minutes, 7-day free trial) and loads the agent. What your AI will read →
Once you have a shortlist, deciding who to move forward is its own task. AI Candidate Ranking Agent scores each candidate against weighted job requirements and returns a ranked list with a written rationale for every score.
Recruiters who already have a candidate pool and need a defensible way to prioritize it.
How is this different from Candidate Sourcing Agent?
Sourcing Agent builds the candidate list; this agent ranks a list you already have.
Can hiring managers see the rationale?
Yes, the written rationale is designed to be shared directly with hiring managers.
After checkout, the download link lands in your inbox. Save the .skill file: Claude takes it as it is.
Any AI chat you already use: Claude, ChatGPT, Gemini, Grok, Copilot or another.
Claude: Settings → Capabilities → Skills, upload the .skill file. ChatGPT, Gemini and others: open the .skill file like a .zip archive and paste SKILL.md into custom instructions or Project instructions.
Your AI is now configured as a specialist. Ask it anything inside its domain.
No technical knowledge required.
With Library there is nothing to download. Connect your AI once, then ask for any skill by name.
It scores candidates against weighted must-have and nice-to-have criteria, writes a rationale for every score, flags close calls for human review and exports a ranked shortlist.
It works with a candidate list you already have, from your ATS such as Greenhouse or Lever or a spreadsheet, and exports a shareable ranked shortlist.
Recruiters who already have a candidate pool and need a defensible way to prioritize it and explain choices to hiring managers.
The Sourcing Agent builds the candidate list. This agent ranks a list you already have.
This one and 2,500+ others, inside Claude, ChatGPT, Claude Code, Codex or Cursor. Cancel anytime.