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Before opening a pull request

Run what the gate will run, on your working tree, before you push:

uv run model-wtf compliance ghate --merge-into develop

It checks out the base into a temporary worktree, runs check on both sides and prints three lists: introduced (yours to fix), fixed (findings your change closed), pre-existing (not yours). Exit 0 when nothing is introduced, even if the repo has open findings of its own.

With OPENROUTER_API_KEY in the environment it also runs the challenger: an agent that reads your diff and re-opens the declarations and threat stamps it undermines. Each re-opening becomes an introduced line. Without the key, --no-challenge is implied and you get the deterministic part only — that is what the gate in CI adds on top.

The usual outcomes

  • You changed a model. A new or changed field is a pending data item: data auto-review --unit <unit> or data reviewed, and check its rights lines.
  • You added a route or a task. It has no manifest: touchpoints auto-review --unit <unit>, then threats auto-review --elements <id> so its threat cells are looked at.
  • You touched a view the model has an opinion on. The challenger may re-open its declaration or one of its stamps; touchpoints show and threats why print the grounds. Re-declare or re-stamp, confirming when it still holds.
  • You call a new host. Declare the party and the transfer, or the gate reports an undeclared flow.

Commit the answers with the code

The decision files live next to the code and travel with the PR. A review that answers a challenge records answered: so it is not raised twice; the challenger in CI, when it re-opens something, commits its challenge: blocks onto your branch (commit-challenges, on by default) so you see exactly what to redo.