Build a complete HR system — from job descriptions to performance reviews to employee communications
Human Resources & People Operations is the definitive AI framework for HR professionals, people ops teams, and managers. It covers the full employee lifecycle: talent acquisition, interviewing, offers, onboarding, performance management, handbook documentation, and manager communications. Every prompt is calibrated for the clear, fair, legally-aware language that HR requires.
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All 48 prompts · All 6 modules
"The job description framework eliminated the inflated requirements that were filtering out great can..."
Head of People · Series B SaaS Company
Need expert implementation?
Hire an OrchestratorConnect with a certified Prompt.Doctor Orchestrator to deploy this framework for you.
No coding required. You will use ChatGPT or Claude as your AI tool. Follow these steps in order — do not skip ahead.
Purchase & download the framework
Click the buy button on this page. After checkout, go to the and hit Download .zip. Unzip it — you'll get a .md file (the full framework) and a .pdf (easy to read reference). Keep both open.
Open your project — new or existing
This dashboard is designed to integrate into any existing project or be built as a standalone app. If you already have a site in Airo (or Cursor, Bolt, etc.), open that project. If you're starting fresh, create a new project. The Orchestrator Prompt handles both cases — it scans what's already there and adds only what's missing.
Paste the Orchestrator Prompt into your builder's chat
Open the on this page. Copy the Orchestrator Prompt and paste it into your AI builder's chat. It will scaffold the full admin system — secure login, email marketing module, booking engine, and CMS — on top of your existing codebase. This takes 2–5 minutes.
Add your API keys as secrets
Critical — Novice UsersIn your builder, go to Settings → Secrets and add the keys your app needs. For this framework: STRIPE_SECRET_KEY (for booking payments — get it from your Stripe dashboard), ANTHROPIC_API_KEY (for AI-assisted content — get it from console.anthropic.com), and DATABASE_URL (your MySQL connection string). No key is needed for the admin login, CMS, or email modules — those run on your existing infrastructure.
Don't have a MySQL server?
You can purchase a shared hosting plan with cPanel and MySQL at host.esgwon.dev. Once your account is set up, follow the step-by-step guide to create your database and connect it to your AI website builder.
How to set up cPanel MySQL & connect to your AI website →Need help with Stripe?
Get your STRIPE_SECRET_KEY and STRIPE_PUBLISHABLE_KEY from your Stripe dashboard. The guide covers test keys, webhook setup, and going live.
Need help with Anthropic?
Get your ANTHROPIC_API_KEY from console.anthropic.com. The guide covers model selection, cost management, and troubleshooting.
Prompting Airo after setup — always name the file
When asking Airo to add tables, columns, or features to the admin dashboard, always include src/server/lib/admin-db.ts in your prompt. Without it, Airo may target the wrong database. Example: "Add a bookings table in the admin database (src/server/lib/admin-db.ts) — do not touch any other database connection in this project."
Run the framework prompts inside your live app
Your app is now running in the builder's preview panel. Open the on this page, copy each prompt one at a time, and paste it into your builder's chat. Replace every [BRACKET] with your real data before sending. Work through the stages in order — each stage output feeds the next.
Test end-to-end, then publish or hand off to your client
Walk through the admin as a real user: log in, create a booking, send a test email campaign, update a CMS image, and run the Safe-to-Publish gate. Once everything passes, click Publish in your builder. Because this is a white-label dashboard, your client accesses it at /admin on their own domain — no Prompt.Doctor branding, no third-party login required.
6 modules · 48 prompts · 6 workflow stages
Talent Acquisition System
Job description framework (responsibilities, requirements, nice-to-haves, compensation range, benefits), inclusive language audit, job posting copy, LinkedIn sourcing message, and employee referral program copy.
9 promptsInterview System
Structured interview question bank by competency (problem-solving, collaboration, leadership, communication, technical), behavioral question framework (STAR), scoring rubric, and post-interview debrief guide.
10 promptsOffer & Compensation System
Offer letter template (at-will, exempt, non-exempt), verbal offer script, compensation philosophy communication, equity explanation for candidates, and counter-offer response scripts.
8 promptsOnboarding System
30/60/90-day onboarding plan template, new hire welcome email, first-day agenda, buddy program guide, new hire check-in questions (week 1, month 1, month 3), and role clarity document.
10 promptsPerformance Management System
Annual performance review template (self-assessment, manager assessment, goals), mid-year check-in framework, feedback delivery guide (SBI model), performance improvement plan (PIP) template, and calibration session guide.
8 promptsManager Communication Toolkit
Difficult conversation guide (performance, behavior, termination), all-hands meeting template, team update email, recognition message framework, and employee handbook section templates (PTO, remote work, code of conduct).
3 promptsWrite a job description for a [JOB TITLE] at [COMPANY NAME], a [COMPANY DESCRIPTION]. Requirements: 1) Role overview: what this person will own and why it matters (3–4 sentences — lead with impact, not tasks), 2) Responsibilities: 5–7 bullet points starting with action verbs, focused on outcomes not activities, 3) Required qualifications: 4–5 must-haves (specific, not inflated), 4) Nice-to-haves: 3–4 preferred qualifications, 5) Compensation: salary range [RANGE], 6) Benefits: [LIST KEY BENEFITS], 7) About us: 3 sentences on culture and mission. Inclusive language audit: avoid gendered terms, unnecessary degree requirements, and experience inflation. Tone: direct, specific, welcoming.
Create a performance review template for [COMPANY NAME] for [ROLE LEVEL: individual contributor/manager/senior leader]. Sections: 1) Self-assessment: achievements this period (vs. goals), areas for growth, one thing that would make them more effective, 2) Manager assessment: performance vs. goals (with specific examples), core competency ratings (1–5) with behavioral anchors for [COMPETENCIES], overall performance rating with definition, 3) Goals for next period: 3–5 SMART goals with success metrics, 4) Development plan: skills to build, resources, timeline, 5) Manager comments: strengths, growth areas, career trajectory discussion. Include rating scale definitions (1: Below expectations → 5: Exceptional) with behavioral examples for each level.
Write a manager guide for having a [CONVERSATION TYPE: performance concern/behavior issue/role elimination/PIP initiation] conversation with an employee. Include: 1) Preparation: what to document, who to loop in (HR), what outcome you're seeking, 2) Opening script: how to start the conversation directly and compassionately (not "how are you?"), 3) Message delivery: how to state the issue clearly with specific examples (SBI: Situation-Behavior-Impact), 4) Listening: how to create space for the employee's perspective, 5) Next steps: what happens after this conversation, 6) Closing: how to end with clarity and dignity, 7) Documentation: what to write down after. Common mistakes to avoid. Tone: direct, fair, human.
system
9 prompts
templates
26 prompts
workflow
13 prompts
"The job description framework eliminated the inflated requirements that were filtering out great candidates. Our applicant quality improved immediately after switching to outcome-focused descriptions."
Head of People
Series B SaaS Company
"The difficult conversation guide is the most practical resource I've given managers. The SBI framework and opening scripts reduce the anxiety that causes managers to avoid these conversations."
HR Business Partner
Enterprise Technology Company
All 48 prompts across 6 modules are unlocked for your account.
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