// prompt templates, verification checklists, and role workflow playbooks

$ browse --playbooks="take_back_to_work"

AIducation is not just courses. Every role academy produces reusable prompt templates, AI verification checklists, and workflow playbooks learners can bring back to real work.

Artifact library

45 reusable artifacts across 15 role academies

15
Prompt templates
15
Verification checklists
15
Workflow playbooks
Support
First wedge

// Role_artifact_sets

Support ships first as a packaged pilot. The same artifact model extends across sales, marketing, HR, finance, engineering, product, operations, executives, education, public sector, and regulated teams.

Browse role academies
AIducation for Supportfirst wedge

Support artifact kit

Practice customer conversations, verification, refund judgment, escalation, and policy-safe AI replies before agents use AI in live queues.

Prompt templateVerification checklistWorkflow playbook
AIducation for Sales

Sales artifact kit

Practice prospect research, outreach, discovery, CRM updates, negotiation prep, and follow-up workflows with AI coaching and sales-specific rubrics.

Prompt templateVerification checklistWorkflow playbook
AIducation for Marketing

Marketing artifact kit

Practice copy, content, campaigns, SEO, creative testing, brand review, and AI-assisted marketing workflows with measurable quality evidence.

Prompt templateVerification checklistWorkflow playbook
AIducation for HR

HR artifact kit

Practice policy communication, recruiting workflows, performance review support, employee questions, and people analytics with privacy-aware AI rubrics.

Prompt templateVerification checklistWorkflow playbook
AIducation for Finance

Finance artifact kit

Practice AI-assisted analysis, forecasting, expense review, variance commentary, reporting, and spreadsheet workflows with calculation checks.

Prompt templateVerification checklistWorkflow playbook
AIducation for Engineering

Engineering artifact kit

Practice coding-agent use, code review, debugging, architecture critique, test generation, and verification habits with engineering-grade rubrics.

Prompt templateVerification checklistWorkflow playbook
AIducation for Product Managers

Product artifact kit

Practice PRDs, research synthesis, roadmap planning, experiment design, launch review, and AI product risk assessment.

Prompt templateVerification checklistWorkflow playbook
AIducation for Executives

Executives artifact kit

Practice AI strategy, governance, rollout decisions, risk tradeoffs, operating model design, and ROI review for organization-wide adoption.

Prompt templateVerification checklistWorkflow playbook
AIducation for Operations

Operations artifact kit

Practice workflow automation, SOP generation, reporting, process analysis, and AI-assisted operating rhythms with role-specific quality checks.

Prompt templateVerification checklistWorkflow playbook
AIducation for Students

Students artifact kit

Practice AI literacy, research, writing support, study workflows, productivity, and academic integrity through hands-on missions.

Prompt templateVerification checklistWorkflow playbook
AIducation for Teachers

Teachers artifact kit

Practice lesson planning, rubric creation, tutoring support, grading assistance, curriculum design, and student AI policy guidance.

Prompt templateVerification checklistWorkflow playbook
AIducation for Government

Government artifact kit

Practice AI procurement, citizen service, policy communication, document workflows, and responsible public-sector AI use.

Prompt templateVerification checklistWorkflow playbook
AIducation for Healthcare Admin

Healthcare Admin artifact kit

Practice documentation support, patient communications, compliance-aware workflows, scheduling, and operational reporting with privacy-first AI training.

Prompt templateVerification checklistWorkflow playbook
AIducation for Legal Teams

Legal artifact kit

Practice contract review, research support, redlining, risk summaries, privilege-aware workflows, and legal AI verification habits.

Prompt templateVerification checklistWorkflow playbook
AIducation for Small Businesses

Small Business artifact kit

Practice practical AI workflows for marketing, sales, operations, customer service, finance, and owner productivity without needing a full LMS.

Prompt templateVerification checklistWorkflow playbook

// Featured_artifacts

These are generated from the same platform primitive catalog used by missions, simulations, grading evidence, and certificates.

Prompt template
Support

Support role prompt template

Reusable prompt template for support teams practicing billing escalations and refunds.

You are assisting a Support teammate with {{work_task}}.
Context:
- Role: {{role_context}}
- Audience: {{audience}}
- Source material: {{source_material}}
ChatGPT
Verification checklist
Support

Support AI verification checklist

Checklist for checking AI output before it is used in support work.

Confirm the output answers the actual role task and audience need.
Mark every fact, number, citation, policy statement, or commitment that needs verification.
Check for sensitive data, unauthorized claims, tool-use policy issues, and escalation triggers.
Rewrite weak, generic, or overconfident AI text before sharing.
ChatGPTClaudeCopilot
Workflow playbook
Support

Support AI workflow playbook

Step-by-step playbook for turning billing escalations and refunds into a repeatable AI-assisted workflow.

# Billing escalations and refunds
1. Define the work outcome and what a good answer must include.
2. Collect approved source material and remove unnecessary sensitive data.
3. Run the role prompt template with clear constraints.
4. Compare AI output against the verification checklist.
ChatGPTClaudeCopilot
Prompt template
Sales

Sales role prompt template

Reusable prompt template for sales teams practicing prospect research and account briefs.

You are assisting a Sales teammate with {{work_task}}.
Context:
- Role: {{role_context}}
- Audience: {{audience}}
- Source material: {{source_material}}
ChatGPT
Verification checklist
Sales

Sales AI verification checklist

Checklist for checking AI output before it is used in sales work.

Confirm the output answers the actual role task and audience need.
Mark every fact, number, citation, policy statement, or commitment that needs verification.
Check for sensitive data, unauthorized claims, tool-use policy issues, and escalation triggers.
Rewrite weak, generic, or overconfident AI text before sharing.
ChatGPTClaudePerplexity
Workflow playbook
Sales

Sales AI workflow playbook

Step-by-step playbook for turning prospect research and account briefs into a repeatable AI-assisted workflow.

# Prospect research and account briefs
1. Define the work outcome and what a good answer must include.
2. Collect approved source material and remove unnecessary sensitive data.
3. Run the role prompt template with clear constraints.
4. Compare AI output against the verification checklist.
ChatGPTClaudePerplexity
Prompt template
Marketing

Marketing role prompt template

Reusable prompt template for marketing teams practicing product launch copy.

You are assisting a Marketing teammate with {{work_task}}.
Context:
- Role: {{role_context}}
- Audience: {{audience}}
- Source material: {{source_material}}
ChatGPT
Verification checklist
Marketing

Marketing AI verification checklist

Checklist for checking AI output before it is used in marketing work.

Confirm the output answers the actual role task and audience need.
Mark every fact, number, citation, policy statement, or commitment that needs verification.
Check for sensitive data, unauthorized claims, tool-use policy issues, and escalation triggers.
Rewrite weak, generic, or overconfident AI text before sharing.
ChatGPTClaudeGemini
Workflow playbook
Marketing

Marketing AI workflow playbook

Step-by-step playbook for turning product launch copy into a repeatable AI-assisted workflow.

# Product launch copy
1. Define the work outcome and what a good answer must include.
2. Collect approved source material and remove unnecessary sensitive data.
3. Run the role prompt template with clear constraints.
4. Compare AI output against the verification checklist.
ChatGPTClaudeGemini
Prompt template
HR

HR role prompt template

Reusable prompt template for hr teams practicing policy drafting and explanation.

You are assisting a HR teammate with {{work_task}}.
Context:
- Role: {{role_context}}
- Audience: {{audience}}
- Source material: {{source_material}}
ChatGPT
Verification checklist
HR

HR AI verification checklist

Checklist for checking AI output before it is used in hr work.

Confirm the output answers the actual role task and audience need.
Mark every fact, number, citation, policy statement, or commitment that needs verification.
Check for sensitive data, unauthorized claims, tool-use policy issues, and escalation triggers.
Rewrite weak, generic, or overconfident AI text before sharing.
ChatGPTClaudeGemini
Workflow playbook
HR

HR AI workflow playbook

Step-by-step playbook for turning policy drafting and explanation into a repeatable AI-assisted workflow.

# Policy drafting and explanation
1. Define the work outcome and what a good answer must include.
2. Collect approved source material and remove unnecessary sensitive data.
3. Run the role prompt template with clear constraints.
4. Compare AI output against the verification checklist.
ChatGPTClaudeGemini