Model-release filter

Read a launch as Claim → Proof → Workflow → Risk so you do not rebuild a stack for a demo.

Core Answer: If you cannot name the weekly workflow that changes, archive the launch.

Steps

  1. Write the claim in one sentence
  2. Demand proof beyond a keynote
  3. Name the workflow
  4. Name the risk

Part of the static Manifesto AI reader. Skills are the durable part of the operator stack.