Operator Skills
The repeatable practices that outlast any single model launch. Answer-first from the desk.
Model-release filter
Read a launch as Claim → Proof → Workflow → Risk so you do not rebuild a stack for a demo.
Answer: If you cannot name the weekly workflow that changes, archive the launch.
- Write the claim in one sentence
- Demand proof beyond a keynote
- Name the workflow
- Name the risk
Human review queue
Keep agents in draft. People own risk. Signal → Draft → Review → Ship.
Answer: No public page ships without a named reviewer. That is the skill, not the model.
- Capture the signal
- Draft with sources
- Human review
- Ship or kill
AEO / LLMO brief
Write pages machines can cite: one answer first, FAQ, sources, last-reviewed date, no invented stats.
Answer: AEO is not stuffing keywords. It is a page that answers one question, with schema, a date, and a source.
- State the question in the H1 or dek
- Answer in the first 60 words
- Add 2–4 FAQ pairs
- Mark last reviewed and the canonical URL
Two-model bake-off
Run the same brief through two models. Keep the survivor of pass three, not the prettier pass one.
Answer: Comparison is a workflow, not a tweet. Same brief, same reviewer, written verdict.
- Write one brief
- Run model A and B
- Review both
- Publish the verdict with a date