resume-scoring

Scores job applications against a written rubric and proposes interview slots for strong matches.

20.2k|3.4k|Updated Oct 5, 2024
One-click install
npx skills add https://github.com/kortix-ai/suna --skill resume-scoring
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: resume-scoring
Source: https://github.com/kortix-ai/suna/tree/main/packages/starter/templates/marketplace/runtime/skills/resume-scoring
Command: npx skills add https://github.com/kortix-ai/suna --skill resume-scoring

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Screening inbound job applications consistently is slow and subjective: different reviewers apply different standards, judgments lack evidence, and strong candidates wait too long for interview scheduling. This Skill gives every application the same rubric-based first read, with every judgment backed by a quote from the resume itself.

Core Features & Use Cases

  • Rubric-Based Scoring: Reads the role's written rubric first and scores each application strictly against its required and preferred criteria, with per-criterion judgments of met, partially met, or not met.
  • Evidence-Backed Screens: Writes a structured screen back to the applications source containing the overall score, strengths, and gaps, each supported by exact quotes from the resume.
  • Tentative Interview Proposals: For candidates clearing the strong-match bar, proposes 2-3 tentative calendar holds on the hiring manager's calendar without ever sending invites or booking events.
  • Use Case: A recruiting team receives dozens of applications per week. A scheduled sweep finds each unscreened application, scores it against the role rubric, writes a reviewable screen, and proposes interview times for top candidates, while the hiring manager keeps every advance or reject decision.

Quick Start

Ask the agent to screen the next unscreened application in your applications source against the current role rubric and write back the structured screen.

Frequently Asked Questions about resume-scoring

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I screen resumes against a hiring rubric automatically?

Point the agent at your applications source and role rubric. It reads the rubric first, scores each unscreened application criterion by criterion, and writes back a structured screen with an overall score, strengths, and gaps supported by resume quotes.

How does resume scoring handle interview scheduling for strong candidates?

When an overall score clears the rubric's strong-match bar, the agent checks the hiring manager's calendar and proposes 2-3 tentative, unconfirmed holds. It never sends invites or books events; a person confirms every slot.

Can the agent reject or advance candidates on its own?

No. The agent has no reject or advance action by design. It only writes an evidence-backed screen and, for strong matches, proposes interview times. Every decision stays with the hiring manager.

Does each candidate screening affect the next one?

No. Each application is screened as a fully independent pass seeded with only that resume and the rubric. Screened applications are tagged so scheduled sweeps skip them, keeping runs idempotent with no shared memory.

What happens when the hiring rubric changes?

The agent always scores against the current version of the role rubric. It never falls back to general resume-reading judgment when the rubric is silent, so updated criteria take effect on the next screen.