What problem does it solve?
This Skill prevents unreliable, biased, or legally risky HR output by forcing evidence-based decisions and clear guardrails across recruiting, performance management, compensation, offers, interviews, onboarding, and org planning.
Core Features & Use Cases
- Mode-based HR execution: Automatically routes the request into the right workflow (recruiting, performance, compensation, offer drafting, interview design, onboarding, org planning, people analytics, or policy lookup).
- Evidence-first gating: Produces hiring, review, compensation, and org artifacts that explicitly rely on supporting evidence (e.g., test outputs, documented examples, and cited data sources).
- HR-specific safety guardrails: Reduces bias in language, avoids fabricated market numbers, requests jurisdiction for compliance, and flags binding documents for legal review.
- Use Cases:
- Build a structured recruiting plan with interview competencies and rubrics.
- Draft a behavior-based performance review and development plan.
- Benchmark compensation from user-provided/public data and generate defensible recommendations.
- Create onboarding checklists and 30/60/90 goals.
- Model headcount and design an org structure with success metrics and sequencing.
Quick Start
Tell the agent: "Plan my recruiting pipeline for a Senior Backend Engineer role, including stages, interview competencies, a scoring rubric, and a debrief template."