What specific problems does the Job Description Architect solve for hiring managers?

The Architect streamlines hiring by transforming rough notes or outdated templates into structured, bias-free job descriptions that clearly distinguish between essential requirements and 'nice-to-have' qualifications. It solves the common problem of vague responsibilities and 'requirement creep' while identifying missing information that could delay hiring.

Which AI platforms or agents are compatible with this skill?

This skill is designed to be compatible with leading LLM-based agents (such as ChatGPT, Claude, or Microsoft Copilot) that support custom instructions or system prompts. Simply import the provided configuration into your preferred platform's agent builder to begin.

What is included in the purchase and how are updates handled?

Upon purchase, you will receive the core skill configuration, a set of operational guidelines for different output styles (internal vs. external), and a quick-start guide to help you deploy the Architect in your environment. You will also get access to any minor version updates and refinements released within the first year.

How does the skill handle legal compliance and sensitive employment claims?

The Architect is built with a 'Human-in-the-Loop' framework, meaning it automatically flags assumptions and claims requiring legal or HR validation. It is specifically designed to remove unsupported personal criteria and highlight areas where a human must make the final employment or compliance decision.

Can I use this skill to create both internal role profiles and external job board advertisements?

Yes, the skill is highly versatile; you can prompt it to generate an internal-facing competency matrix, a candidate-facing vacancy advertisement, or a side-by-side audit of an existing draft to identify gaps in responsibilities.

Job Description Architect Skill for SKILL.md

I have processed the request for the Senior DevOps Engineer role reporting to the CTO. I have selected

Combined Mode to provide both internal documentation and public vacancy copy.

Fact Ledger

Field	Status	Value
Role Title	SUPPLIED	Senior DevOps Engineer
Reporting Line	SUPPLIED	CTO
Travel	SUPPLIED	10%
Work Model	NOT SUPPLIED	Requires verification (Remote/Hybrid/On-site)
Compensation	NOT SUPPLIED	`NEEDS INPUT`
Tech Stack	SUPPLIED	Kubernetes, Terraform
Employment Type	ASSUMPTION	Full-time (Verify)

Internal Role Description

Role Purpose: To lead the automation and orchestration of infrastructure to ensure high availability and scalable deployment cycles.

Key Responsibilities:

Architect and maintain production-grade Kubernetes clusters across multiple environments.
Develop and version-control infrastructure using Terraform to ensure reproducible environments.
Collaborate directly with the CTO to align infrastructure strategy with product roadmaps.
Optimize CI/CD pipelines to reduce lead time for changes and improve deployment frequency.

Requirements:

Must-Have: Demonstrated experience managing Kubernetes in a production environment.
Must-Have: Proficiency in Infrastructure as Code (IaC) using Terraform.
Preferred: Experience with cloud provider migration and cost optimization.

Candidate-Facing Advertisement

Senior DevOps Engineer
We are looking for a Senior DevOps Engineer to join our engineering team, reporting directly to the CTO. You will take ownership of our infrastructure, focusing on scaling our Kubernetes environments and refining our Terraform-based automation.

What you will do:

Lead the architecture and management of our Kubernetes clusters.
Drive infrastructure automation through Terraform.
Partner with leadership to define our technical operational standards.
Maintain system reliability and deployment efficiency.

Qualifications:

Expert-level knowledge of Kubernetes and Terraform.
Ability to manage complex infrastructure projects independently.
Willingness to travel up to 10% for team offsites and data center reviews.

Next steps

Define the specific Work Model (Remote/On-site) and Compensation range.
Review the "Must-Have" requirements to ensure they align with your interview rubrics.
Submit the public ad for final HR and legal approval.

This draft supports human HR review and publication decisions; it does not verify legal compliance or assess candidates.

What you get

Build a candidate-facing vacancy from a hiring brief.Create an internal role description for a new position.Produce consistent internal and external versions of the same role.Rewrite a vague or overlong job description.Audit a draft for unsupported facts, duplicated duties, and requirement overlap.Separate must-have qualifications from preferred experience.Replace vague personality language with observable job capabilities.Localize a job description while preserving facts and requirement levels.Prepare publication review notes for HR or legal stakeholders.

About this skill

Turn a role brief or existing draft into a clear, role-based job description. Choose an internal role document, a candidate-facing advertisement, both, or a structured audit. The skill separates must-have and preferred qualifications, preserves factual scope, labels assumptions and missing information, removes unsupported personal criteria, checks publication-sensitive claims, and keeps legal review and employment decisions under human control.

Frequently Asked Questions

Job Description Architect