Work Design for the AI Era
Source-grounded pack with AI Work Allocation Map, Human-Agent Handoff Design, and Role Redesign Brief, plus 1 more.
Get this packGrounded in the complete Work Design for the AI Era series.
Open the pack, choose a workflow, and follow its setup and input instructions. You can also open each workflow below.
10 source essays · 4 usable skills · reviewed Jul 2026
Use this pack when
Choose this pack when the work touches Work Design for the AI Era and you need a bounded workflow with explicit inputs, a defined output, and human review gates.
Choose the job in front of you.
4 source-grounded skills. Load one workflow at a time.
AI Work Allocation Map
Use this workflow when a recurring workflow needs step-level assist, review, exception, or automate decisions based on risk, reversibility, input quality, judgment, and measurable value.
Output specification
Return an AI work allocation map with:
Human-Agent Handoff Design
Use this workflow when AI-generated work is overloading reviewers or exceptions are bouncing between people because queue entry, evidence, authority, and learning are unclear.
Output specification
Return a handoff and review design with:
Role Redesign Brief
Use this workflow when AI has changed production, review, or exception work and a role's accountabilities, judgments, interfaces, standards, skills, and metrics no longer fit.
Output specification
Return a role redesign brief with:
Work Design Risk Review
Use this workflow when an AI-assisted workflow needs an accountability contract and audit of ownership, quality, evidence, exceptions, metrics, hidden labor, and failure learning.
Output specification
Return a work design risk review with:
Keep consequential decisions explicit.
These workflows structure analysis and artifacts; they do not authorize autonomous external, personnel, financial, legal, security, or other high-impact action.