Conversation on the new loop (M2.7)

- Questions never change state (L5, #77): a message ending in "?" to a
  waiting project item starts a question run (reply and look-only tools,
  an instruction to change nothing), and the item goes back to the very
  wait it was in: a restatement up stays up and a go binds to it; the
  agent's own question stays open.
- Explanations: a restatement gives its reasons and the main alternative;
  a revision says what changed (restate(changed), sent back without it);
  a milestone's summary says what was done, verified and left open.
- Progress in prose (#42): the driver's and a helper's own words for a
  turn are posted, trimmed, at most once a minute per item; `details`
  shows the last tool calls; a message arriving mid-run is acknowledged at
  once ("Noted; ...").
- CI: the e2e job's comments and the plan no longer claim a newer push
  cancels the run it supersedes (Gitea here doesn't); the concurrency
  block goes.

Tests: conversation unit tests (questions in a go-ahead and an answer wait,
an unanswerable question, revisions, progress rate and trimming, details,
mid-run notes), the helper's progress, the walk asking questions in every
state with a questions_change_nothing property (routing questions the old
way fails 32 of 48 seeds), and an e2e question while a restatement is up.

Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01PPQ14L3LikyefCMFBqEbKE

nisse-dev/src/nisse_dev/loop/tools.py

@@ -25,9 +25,12 @@ def _tool(tool: str, description: str, /, **params: str) -> dict[str, Any]:
 RESTATE = _tool(
     "restate",
     "Put your understanding of the request to the operator, in their item's "
-    "thread: what you take it to mean, how it fits the project, and your "
-    "first step. Ends your turn; work starts when they agree.",
+    "thread: what you take it to mean, how it fits the project, your first "
+    "step, and why that way (and the main alternative you considered). Ends "
+    "your turn; work starts when they agree.",
     text="Your restatement, in plain language.",
+    changed="What changed from your previous restatement, and why; leave it "
+    "empty for the first.",
 )
 ASK_HUMAN = _tool(
     "ask_human",