Future of Work Lab
PERSONAL AI OS ACCELERATOR · PROFESSIONALS

HR / Training OS

Lead the people work, not the paperwork.

Stop being the person who reacts to every people problem. Start being the person who designs how the company handles them.

Right now, your week is built around what other people send you. The hiring request, the policy question, the onboarding ask, the review template, the conflict you have to mediate. Reactive.

The HR leader the company actually needs is the one who shapes how all of this gets done in the first place. You cannot get there if you are doing the production work yourself.

Your AI OS handles the production layer of every HR function so you stop reacting and start leading. Run your function through one Claude AI Operating System tailored to your company. Job descriptions, interview questions, candidate summaries, onboarding plans, internal training, policy explanations, and performance reviews. All in one connected system.

Every Claude Project, Skill, Plugin, and Routine you build runs on Claude Pro, where your data is not used for training and your employee information stays yours. We will walk you through the privacy setup, the role-based separation, and the workflows that keep employee data where it belongs. This is not a public chat. This is a private operating system, configured for the way HR work has to be handled.

Built on Claude. Tailored to your company. No coding. No tech skills. For beginners.

BUILD MY OS

7 sessions · €149 + Claude Pro subscription (€18/month, required)

HR managers, recruiters, training managers7 sessions149
Everyone wants HR to move faster. Nobody is offering to help.

The hiring manager wants the job description by Friday. The CEO wants the onboarding standardized. The team leads want better performance review templates. The new hire is waiting on the welcome plan. The board wants the training program ready by next quarter.

You are doing all of it. By yourself. After the meetings. Between the calls. On the weekend.

Meanwhile, the next generation of HR leaders is showing up to leadership meetings with an AI Operating System already running. Their job descriptions write themselves in the company voice. Their onboarding plans assemble in minutes. Their policy explanations are drafted before the all-hands. They are spending their hours on the people work the company actually needs them for: the strategy, the difficult conversations, the culture, the call.

You need a system that helps you run HR differently this week, without you having to be technical.

That is what the HR / Training OS helps you build. You build a Claude AI Operating System around your actual function.

  • Your company
  • Your roles and competencies
  • Your hiring process
  • Your onboarding standards
  • Your training programs
  • Your policies
  • Your performance frameworks
  • Your internal voice
  • Your way of leading the people work

By the end, you have a working system that drafts job descriptions in your company voice, generates interview questions tied to your competencies, summarizes candidates after every interview, builds onboarding plans, explains policies in plain language, structures performance reviews, and keeps the function moving with less manual effort.

That is how you move from reactive HR to strategic HR.

What you’ll build, with step-by-step help.

No AI experience needed. No coding. Built for beginners.

Your Function Command Center (Claude Projects)
  • Build Claude Projects for the four areas of your function: Hiring & Recruiting, Onboarding, Training & Development, Performance & Policy
  • Load your company voice, role profiles, competency frameworks, policies, and templates once. Reuse forever
  • Every AI chat starts with your function’s full context
  • Spin up a separate Project for each major hiring round, training program, or policy rollout
The Things You Do Every Week, Done Once (Claude Skills)
  • A Job Description skill that drafts new roles in your company voice and against your competency framework
  • An Interview Question skill that generates role-specific questions tied to the competencies that actually matter
  • A Candidate Summary skill that turns interview notes into a structured comparison after every round
  • A Policy Explanation skill that translates company policy into plain employee-facing language

Skills run on demand from any conversation. The work you do every week, captured once.

Your First Ready-Made Plugin (Skills + Agents + Connectors, bundled)

A plugin is a complete mini-team in one install: the skill that does the work, the agent that runs it, and the connector to your tools. Drop it in. It works.

  • You will build the Onboarding Plugin end to end
  • The onboarding Skill that knows your company standards
  • A planning Agent that builds the new hire’s first 30, 60, and 90 days
  • The Calendar and Drive connectors that schedule the meetings and pull the right documents
  • Bundled together so every new hire walks in to a complete, personalized onboarding plan, without you spending a Sunday on it

Once you understand how one plugin is built, you can build any plugin you need.

Always-On Routines (Routines)
  • A Monday Briefing that arrives before your first coffee. Pulls open roles, candidates in flight, onboarding milestones, and the people work that needs your attention this week
  • A Friday Wrap that writes itself at 5pm. Surfaces what shipped, what slipped, and what needs to move next week

Routines run on a schedule. Plugins run on demand. Together, they keep the function moving without you holding every piece.

Cowork on Real Deliverables (Claude Cowork)

A shared workspace where Claude works alongside you in the document, not in a chat window.

  • Job descriptions drafted and finalized in one sitting
  • Onboarding plans built in your standards, in your company voice
  • Performance review templates structured before the cycle starts
  • Training materials assembled with you, not for you, so the people-judgment stays yours
What you leave with

By the end of session seven, you have:

  • 1 Function Command Center
  • 4 reusable Claude Skills
  • 1 ready-made Plugin (Skills + Agents + Connectors)
  • 2 always-on Routines
  • 3 shipped HR deliverables

And you walk away with:

  • A working AI OS inside your function
  • A new way of working that compounds every week
  • The knowledge to keep expanding your OS on your own
Ready to lead the people work, not the paperwork?

Move from reactive HR to strategic HR.

BUILD MY OS

7 sessions · €149 + Claude Pro subscription (€18/month, required)

For HR managers, recruiters, training managers

Built on Claude
Claude ProjectsClaude SkillsPluginsRoutinesCowork