example_hr

Convert HR leader memory and persona into structured hiring outputs.

5|1|Updated Apr 3, 2026
One-click install
npx skills add https://github.com/Zhrq-vis/CyberHR --skill example-hr
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: example_hr
Source: https://github.com/Zhrq-vis/CyberHR/tree/main/selves/example_hr
Command: npx skills add https://github.com/Zhrq-vis/CyberHR --skill example-hr

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps teams preserve and reuse a specific HR leader’s hiring judgment when knowledge is lost, by turning HR memory and persona guidelines into repeatable recruiting workflows.

Core Features & Use Cases

  • HR Memory & Persona: Stores a recruiter’s decision principles, risk thresholds, and communication style (conclusion + evidence + risk).
  • HR Agent Team Operating Mode: Supports coordinated outputs across recruiter, interviewer, evaluator, and HRBP roles.
  • Operational Hiring Deliverables: Produces structured interview question lists, follow-up chains, screening summaries, dimension scores, and hiring recommendations.

Quick Start

Ask the AI to “load example_hr and generate an interview plan (questions + follow-ups) and an evaluation draft for this role using the provided JD and resume notes.”

Frequently Asked Questions about example_hr

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

FAQPage Schema
How do I automate interview design and candidate screening workflows?

Automate interview design and candidate screening by loading an HR leader's persona and memory to generate structured interview question lists, follow-up chains, and evaluation drafts from a provided job description and resume notes.

What is HR memory and persona distillation for hiring processes?

HR memory and persona distillation extracts a recruiter's decision principles, risk thresholds, and communication style into structured, reusable outputs to preserve consistent hiring judgment across automated recruiting workflows.

How do I generate an evaluation draft with dimension scores for a candidate?

Generate an evaluation draft by providing a job description and resume notes, prompting the AI to produce structured dimension scores, screening summaries, and hiring recommendations aligned with the defined HR persona.

Can I coordinate multiple HR agent team roles like recruiter and evaluator?

Yes, you can coordinate HR agent team roles including recruiter, interviewer, evaluator, and HRBP, ensuring consistent alignment between HR Memory and HR Persona across all operational hiring deliverables.

Do I need YAML frontmatter to define identification for HR evaluation outputs?

Yes, YAML frontmatter is required to define identification and ensure evidence-and-risk structured output formatting across automated interview design, candidate screening, and evaluation scoring workflows.

What structured outputs can I expect from automated interview design and evaluation?

Automated interview design and evaluation yield structured interview question lists, follow-up chains, screening summaries, dimension scores, and hiring recommendations formatted with conclusion, evidence, and risk.