Required context
- Source packet
- Thesis
- Audience notes
- Verification checklist
Playbook example · Content
Source-backed article
Thesis → sources → draft → verification → approval → publish-ready version.
The anatomy
What this playbook carries.
A playbook is not a prompt template. It is the working method: the inputs, steps, review gate, visible evidence, review record, and version history around recurring AI-assisted work.
Review gate
Editor verifies source coverage and claim boundaries.
Review record
Each record holds what was reviewed, the evidence it was built from, where a human signed off, and the version it proposes.
The record one run leaves behind.
Every reviewed run leaves the same record: what was reviewed, the evidence it was built from, where a human signed off, and the version the next run inherits.
Review record
Source-backed article
What was reviewed
Source-backed article playbook
Visible context/evidence
Source packet, Thesis
Review gate
Editor verifies source coverage and claim boundaries.
Next version
Version proposed for the next run
Start with one workflow.
Bring this workflow, or one your team already repeats, and shape it into a shared, reviewable playbook with the steps, the review gate, and the version built in.