resume-screening

Screen resumes against job requirements using weighted scoring and tiering.

46|11|Updated Mar 29, 2026
One-click install
npx skills add https://github.com/clawpod-app/awesome-openclaw-agent-packs --skill resume-screening
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: resume-screening
Source: https://github.com/clawpod-app/awesome-openclaw-agent-packs/tree/main/packs/recruiting/skills/resume-screening
Command: npx skills add https://github.com/clawpod-app/awesome-openclaw-agent-packs --skill resume-screening

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Screen resumes against job requirements and rank candidates using a transparent, weighted scoring framework to prioritize interviews.

Core Features & Use Cases

  • Must-have / nice-to-have parsing: Extract and apply criteria from job descriptions to evaluate each resume.
  • Weighted scoring & tiering: Compute scores, categorize candidates into Strong Match, Good Match, Partial Match, or No Match.
  • Output-ready results: Produce a ranked list with scores and rationale for decision-makers.

Quick Start

Run the resume screening workflow on a batch of applications to produce a ranked shortlist with scoring breakdown and rationale.

Frequently Asked Questions about resume-screening

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

FAQPage Schema
How do I rank candidates by matching resumes to job requirements?▼

You can rank candidates by applying a transparent, weighted scoring framework that evaluates resumes against must-have and nice-to-have criteria. The system computes scores, assigns tiers, and outputs a ranked list with rationale.

How does weighted scoring work for resume screening?▼

Weighted scoring for resume screening works by parsing must-have and nice-to-have criteria from job descriptions, computing candidate scores, and categorizing applicants into Strong Match, Good Match, Partial Match, or No Match tiers.

Can I re-screen a batch of applications after role requirements change?▼

Yes, you can re-screen batches of applications after role requirements change. The workflow parses updated must-have and nice-to-have criteria, recomputes scores, and generates a newly ranked shortlist for prioritizing interviews.

What is the best way to prioritize interviews from a large batch of resumes?▼

The best way to prioritize interviews is to run an automated resume screening workflow that scores candidates against job requirements and produces a ranked output with scoring breakdowns and decision rationale.

Does this resume screening tool explain why a candidate was ranked?▼

Yes, the resume screening tool explains why a candidate was ranked by providing a transparent scoring breakdown and rationale alongside the ranked output, ensuring decision-makers understand the fit assessment.

Can I use this for recruiting at scale with multiple job descriptions?▼

Yes, you can use this for recruiting at scale by running the resume screening workflow across batches of applications, applying parsed must-have and nice-to-have criteria to produce ranked shortlists for various roles.