From 4f1a94879aea973c602d89ba62ed5bb85fc58474 Mon Sep 17 00:00:00 2001
From: abrichr <richard.abrich@mldsai.com>
Date: Tue, 20 Oct 2026 00:13:37 -0400
Subject: [PATCH 01/14] feat(quickstart): show it once, run it, break it

openadapt quickstart now tells one story in about 30 seconds: a
demonstration in the synthetic clinic app ticks by step by step and
compiles into a program; the program runs five times with a new note
each time and every save is checked in the app's database; then one save
fails silently and the screen's saved message sits beside the database's
0 new records, a screen-trusting bot's Done, and OpenAdapt's stop.

- openadapt/quickstart: engine adapter (facts read from the runs), the
  three-act story, a rich terminal view with a plain-line fallback, and
  inline screenshots on iTerm2, WezTerm, Kitty and Ghostty.
- Each checked run's report gets an offline Seal; openadapt seal verify
  <folder> checks every sealed run in it.
- Flow: run_tutorial_workflow(params=...) gives a run its own inputs; the
  run authorization binds them and the bundle is unchanged.
- Engine-only flags and Flow older than 2.2.0 keep the engine tutorial.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
---
 openadapt/cli.py                              | 324 +++++---
 openadapt/quickstart/__init__.py              |  85 ++
 openadapt/quickstart/engine.py                | 499 ++++++++++++
 openadapt/quickstart/images.py                | 126 +++
 openadapt/quickstart/story.py                 | 262 ++++++
 openadapt/quickstart/view.py                  | 507 ++++++++++++
 packages/flow/openadapt_flow/tutorial.py      |   8 +-
 .../flow/tests/test_tutorial_run_params.py    |  57 ++
 pyproject.toml                                |   3 +
 scripts/install_weight/budgets.json           |   4 +
 scripts/quickstart_lifecycle.py               |  36 +-
 scripts/quickstart_timing.py                  |  92 +++
 tests/conftest.py                             |  33 +
 tests/snapshots/quickstart_plain.snapshot     |  40 +
 tests/test_agent_command.py                   |  15 +-
 tests/test_cli_quickstart_polish.py           | 177 ++--
 tests/test_cli_shell_hints.py                 |  45 +-
 tests/test_cli_smoke.py                       |  24 +-
 tests/test_python_support.py                  |  18 +-
 tests/test_quickstart.py                      | 753 ++++++++++++++++++
 tests/test_quickstart_lifecycle.py            |  31 +-
 21 files changed, 2922 insertions(+), 217 deletions(-)
 create mode 100644 openadapt/quickstart/__init__.py
 create mode 100644 openadapt/quickstart/engine.py
 create mode 100644 openadapt/quickstart/images.py
 create mode 100644 openadapt/quickstart/story.py
 create mode 100644 openadapt/quickstart/view.py
 create mode 100644 packages/flow/tests/test_tutorial_run_params.py
 create mode 100644 scripts/quickstart_timing.py
 create mode 100644 tests/snapshots/quickstart_plain.snapshot
 create mode 100644 tests/test_quickstart.py

diff --git a/openadapt/cli.py b/openadapt/cli.py
index 5e5dcaaf88..0fd4777240 100644
--- a/openadapt/cli.py
+++ b/openadapt/cli.py
@@ -29,6 +29,7 @@
 import re
 import shlex
 import sys
+from contextlib import contextmanager
 from pathlib import Path
 from typing import Optional
 
@@ -440,7 +441,17 @@ def _is_externally_managed_error(error: BaseException) -> bool:
 
 # Options quickstart parses itself. Click consumes them before passthrough,
 # so they only matter here as suggestions for a mistyped flag.
-_QUICKSTART_OPTIONS = frozenset({"--out", "--headed", "--break-it", "--help"})
+_QUICKSTART_OPTIONS = frozenset(
+    {
+        "--out",
+        "--headless",
+        "--no-break",
+        "--verbose",
+        "--headed",
+        "--break-it",
+        "--help",
+    }
+)
 
 
 def _refuse_unknown_tutorial_options(args: list[str]) -> None:
@@ -470,6 +481,41 @@ def _refuse_unknown_tutorial_options(args: list[str]) -> None:
         raise click.UsageError(message)
 
 
+@contextmanager
+def _synthetic_scrub_off():
+    """Keep an unconfigured privacy provider from blocking the synthetic app.
+
+    The bundled tutorial contains only fixed synthetic data. An operator's
+    explicit setting is left alone; the default is restored afterwards.
+    """
+    scrub = os.environ.get("OPENADAPT_FLOW_SCRUB")
+    if scrub in (None, "auto"):
+        os.environ["OPENADAPT_FLOW_SCRUB"] = "off"
+    try:
+        yield
+    finally:
+        if scrub is None:
+            os.environ.pop("OPENADAPT_FLOW_SCRUB", None)
+        elif scrub == "auto":
+            os.environ["OPENADAPT_FLOW_SCRUB"] = scrub
+
+
+def _quickstart_root(out: Optional[Path]) -> Path:
+    if out is None:
+        root = Path(_DEFAULT_QUICKSTART_DIR).resolve()
+        suffix = 2
+        while root.exists():
+            root = Path(f"{_DEFAULT_QUICKSTART_DIR}-{suffix}").resolve()
+            suffix += 1
+        return root
+    root = out.expanduser().resolve()
+    if root.exists():
+        raise click.UsageError(
+            f"Output already exists: {root}. Pass --out with a new directory."
+        )
+    return root
+
+
 @main.command(
     "quickstart",
     context_settings={
@@ -482,143 +528,139 @@ def _refuse_unknown_tutorial_options(args: list[str]) -> None:
     type=click.Path(path_type=Path),
     default=None,
     help=(
-        f"Directory for the recording, bundle, and run report. Default: "
+        f"Directory for the recording, program, and run reports. Default: "
         f"{_DEFAULT_QUICKSTART_DIR}, suffixed -2, -3, ... when taken."
     ),
 )
 @click.option(
-    "--headed", is_flag=True, help="Show the browser while the tutorial runs."
+    "--headless",
+    is_flag=True,
+    help="Hide the browser. It is shown by default when a display is available.",
 )
 @click.option(
-    "--break-it",
-    "break_it",
+    "--no-break",
+    "no_break",
     is_flag=True,
-    help=(
-        "After the verified run, rerun the same certified bundle against a "
-        "fault-injecting backend and watch the engine halt when the save "
-        "doesn't reach the record."
-    ),
+    help="Skip the last part, where one save fails silently.",
+)
+@click.option(
+    "--verbose",
+    is_flag=True,
+    help="Also print each run's engine detail and report path.",
 )
+@click.option("--headed", is_flag=True, hidden=True)
+@click.option("--break-it", "break_it", is_flag=True, hidden=True)
 @click.pass_context
 def quickstart(
-    command_ctx: click.Context, out: Optional[Path], headed: bool, break_it: bool
+    command_ctx: click.Context,
+    out: Optional[Path],
+    headless: bool,
+    no_break: bool,
+    verbose: bool,
+    headed: bool,
+    break_it: bool,
 ) -> None:
-    """Run a verified local tutorial against the bundled synthetic app.
-
-    This is the shortest path to a real OpenAdapt run. It uses the bundled
-    synthetic tutorial, verifies the write through an independent read-only
-    system-of-record interface, keeps every artifact on this computer, and
-    enables no model or Cloud call. The output directory is never overwritten.
-    Other flags that the engine tutorial accepts (for example --guided or
-    --interactive-record) pass through to it unchanged.
-    """
-    import os
+    """Show a task once, run it, then watch it catch a save that didn't happen.
+
+    About 30 seconds, in a synthetic clinic app on this computer. OpenAdapt
+    turns one demonstration into a program, runs it five times and checks
+    every save in the app's database, then makes one save fail silently: the
+    screen says saved, the database has nothing, and OpenAdapt stops. The
+    program makes no AI calls. Nothing in the output directory is overwritten.
 
+    Other flags of the engine tutorial (for example --guided or
+    --interactive-record) run that tutorial instead, unchanged.
+    """
     _require_supported_python()
     _refuse_unknown_tutorial_options(command_ctx.args)
+    root = _quickstart_root(out)
 
-    if out is None:
-        root = Path(_DEFAULT_QUICKSTART_DIR).resolve()
-        suffix = 2
-        while root.exists():
-            root = Path(f"{_DEFAULT_QUICKSTART_DIR}-{suffix}").resolve()
-            suffix += 1
-        click.echo(f"Using output directory: {root}")
-    else:
-        root = out.expanduser().resolve()
-        if root.exists():
-            raise click.UsageError(
-                f"Output already exists: {root}. Pass --out with a new directory."
+    if command_ctx.args or not _flow_runs_quickstart():
+        # Engine-owned flags (--guided, --interactive-record, and future
+        # engine additions) run the engine's own tutorial, as before. So does
+        # a Flow older than the pieces the three-act quickstart uses.
+        _engine_tutorial(root, out is None, headed, break_it, command_ctx.args)
+        return
+
+    from openadapt.quickstart import next_steps, run_quickstart
+    from openadapt.quickstart.engine import display_available
+
+    visible = not headless and (headed or display_available())
+    steps = next_steps(_hint, _shell_quote, _agent_serves_tutorial())
+    try:
+        with _synthetic_scrub_off():
+            outcome = run_quickstart(
+                root,
+                visible=visible,
+                break_it=not no_break,
+                verbose=verbose,
+                steps=steps,
             )
+    except KeyboardInterrupt:
+        click.echo(f"\nStopped. Anything written so far is in {root}", err=True)
+        raise click.exceptions.Exit(130)
+    except Exception as error:
+        if _is_externally_managed_error(error):
+            _echo_python_remedy()
+            raise click.exceptions.Exit(1) from error
+        if type(error).__name__ in ("TutorialError", "DurableAuthorityBusy"):
+            raise click.ClickException(
+                f"The quickstart stopped: {error}\nAnything it wrote is in {root}"
+            ) from error
+        raise
+    if outcome.checked != len(outcome.runs) or (
+        outcome.broken is not None and not outcome.broken.stopped
+    ):
+        raise click.exceptions.Exit(1)
 
-    argv = [
-        "tutorial",
-        "--out",
-        str(root),
-        "--name",
-        "local-quickstart",
-    ]
+
+# The oldest Flow with every piece the three-act quickstart uses (shared
+# browser, record checks bound to run inputs, the side-by-side page).
+_QUICKSTART_FLOW_MINIMUM = (2, 2, 0)
+
+
+def _flow_runs_quickstart() -> bool:
+    """Return whether the installed Flow can run the three-act quickstart."""
+    from importlib.metadata import PackageNotFoundError
+    from importlib.metadata import version as dist_version
+
+    try:
+        installed = _release_tuple(dist_version("openadapt-flow"))
+    except PackageNotFoundError:
+        return False
+    return installed is not None and installed >= _QUICKSTART_FLOW_MINIMUM
+
+
+def _engine_tutorial(
+    root: Path, announce: bool, headed: bool, break_it: bool, extra: list[str]
+) -> None:
+    """Run the engine's own tutorial with engine-only flags, as before."""
+    if announce:
+        click.echo(f"Using output directory: {root}")
+    argv = ["tutorial", "--out", str(root), "--name", "local-quickstart"]
     if headed:
         argv.append("--headed")
     if break_it:
         argv.append("--break-it")
-    # Engine-owned flags (--guided, --interactive-record, and future engine
-    # additions) forward verbatim instead of being whitelisted here.
-    argv.extend(command_ctx.args)
-
-    # The bundled tutorial contains only fixed synthetic data. Keep an
-    # installed-but-unconfigured privacy provider from blocking this known-safe
-    # fixture, then restore the operator's setting immediately.
-    scrub = os.environ.get("OPENADAPT_FLOW_SCRUB")
-    if scrub in (None, "auto"):
-        os.environ["OPENADAPT_FLOW_SCRUB"] = "off"
+    argv.extend(extra)
     try:
-        code = _invoke_flow(argv)
+        with _synthetic_scrub_off():
+            code = _invoke_flow(argv)
     except Exception as error:
         if _is_externally_managed_error(error):
             _echo_python_remedy()
             raise click.exceptions.Exit(1) from error
         raise
-    finally:
-        if scrub in (None, "auto"):
-            if scrub is None:
-                os.environ.pop("OPENADAPT_FLOW_SCRUB", None)
-            else:
-                os.environ["OPENADAPT_FLOW_SCRUB"] = scrub
     if code:
         raise click.ClickException(
             f"The verified tutorial stopped with exit code {code}. "
             f"Any completed artifacts remain in {root}."
         )
-
-    click.echo("\nLocal quickstart complete.")
-    click.echo(f"Bundle: {root / 'bundle'}")
+    click.echo(f"\nBundle: {root / 'bundle'}")
     click.echo(f"Run evidence: {root / 'run'}")
-    click.echo("Outcome: VERIFIED under the Standard profile.")
-    click.echo(
-        "The synthetic write was confirmed through a read-only system-of-record API."
-    )
-    click.echo("No model or Cloud call was enabled.")
     if break_it:
-        click.echo(
-            "The rerun against the fault-injecting backend HALTED as designed: "
-            "the form was submitted, but the system of record had no new note."
-        )
         click.echo(f"Caught-fault evidence: {root / 'run-broken' / 'REPORT.md'}")
         click.echo(_halted_rerun_result(root / "run-broken"))
-    click.echo(
-        f"Inspect qualification gaps: {_hint('flow lint ' + _shell_quote(root / 'bundle'))}"
-    )
-    if not break_it:
-        click.echo(
-            "Watch it catch a save that didn't land: "
-            + _hint(f"quickstart --break-it --out {_shell_quote(f'{root}-break-it')}")
-        )
-    # The tutorial bundle is recorded against MockMed's fault server, and
-    # `replay --drift` serves plain MockMed, so replaying that bundle halts at
-    # the login screen with or without drift. Record a demo on plain MockMed.
-    drift = Path(f"{root}-drift")
-    rec, bundle = (_shell_quote(drift / name) for name in ("rec", "bundle"))
-    click.echo("See it stop when the screen changes (a separate MockMed demo):")
-    click.echo(f"  {_hint(f'flow demo-record --out {rec}')}")
-    click.echo(f"  {_hint(f'flow compile {rec} --out {bundle} --name drift-demo')}")
-    click.echo(
-        "  "
-        + _hint(
-            f"flow replay {bundle} --drift modal --run-dir {_shell_quote(drift / 'run')}"
-        )
-    )
-    if _agent_serves_tutorial():
-        click.echo("Give a local agent the run tool (synthetic MockMed, no frames):")
-        click.echo(f"  {_hint('agent serve --allow-run')}")
-        click.echo(
-            "A client sends authorized work and gets a receipt. Frames stay here."
-        )
-    click.echo(
-        "Connect this computer when you want Cloud history and collaboration: "
-        "https://app.openadapt.ai/dashboard/settings/ingest"
-    )
-    click.echo("Qualify a consequential workflow: https://openadapt.ai/qualify")
 
 
 def _hint(rest: str) -> str:
@@ -997,12 +1039,18 @@ def agent(command_ctx: click.Context) -> None:
 )
 @click.pass_context
 def seal(command_ctx: click.Context) -> None:
-    """Check an OpenAdapt Seal offline: `openadapt seal verify <file|url>`.
+    """Check an OpenAdapt Seal offline: `openadapt seal verify <file|url|folder>`.
 
-    Also `openadapt seal keys pin` to pin Cloud's Seal keys after a person
-    confirms them. Every argument passes to `openadapt-agent seal` unchanged.
+    A folder is a run folder (or a folder of them, such as the quickstart's)
+    signed on this computer; each run's report is checked against its
+    `seal.json`. Also `openadapt seal keys pin` to pin Cloud's Seal keys after
+    a person confirms them. Every other argument passes to `openadapt-agent
+    seal` unchanged.
     """
     _require_supported_python()
+    args = list(command_ctx.args)
+    if len(args) >= 2 and args[0] == "verify" and Path(args[1]).is_dir():
+        sys.exit(_verify_sealed_runs(Path(args[1]), args[2:]))
     try:
         from openadapt_agent import seal_cli  # noqa: F401
         from openadapt_agent.cli import main as agent_main
@@ -1021,6 +1069,72 @@ def seal(command_ctx: click.Context) -> None:
     sys.exit(int(agent_main(["seal", *command_ctx.args]) or 0))
 
 
+def _sealed_run_dirs(folder: Path) -> list[Path]:
+    """The run folder itself when it is sealed, else its sealed run folders."""
+    if (folder / "seal.json").is_file():
+        return [folder]
+    return sorted(
+        child
+        for child in folder.iterdir()
+        if child.is_dir() and (child / "seal.json").is_file()
+    )
+
+
+def _verify_sealed_runs(folder: Path, extra: list[str]) -> int:
+    """Check each sealed run under ``folder`` with Flow's offline Seal check.
+
+    One sealed run folder goes to `openadapt flow local-seal verify` with
+    every option. A folder of them (the quickstart's) is checked run by run
+    against this computer's Seal key, or the keys pinned with ``--keys FILE``.
+    """
+    if any(arg in ("--help", "-h") for arg in extra):
+        return _invoke_flow(["local-seal", "verify", "--help"])
+    runs = _sealed_run_dirs(folder)
+    if not runs:
+        click.echo(f"not valid: no sealed run in {folder} (no seal.json)", err=True)
+        return 1
+    if runs == [folder]:
+        return _invoke_flow(["local-seal", "verify", str(folder), *extra])
+    try:
+        from openadapt_flow.offline_seal import (
+            load_registry,
+            seal_home,
+            signer_for,
+            verify_run,
+        )
+        from openadapt_types.seal import parse_key_registry
+    except ImportError:
+        click.echo(
+            "This openadapt-flow cannot check offline Seals. Upgrade with: "
+            "pip install --upgrade openadapt",
+            err=True,
+        )
+        return 1
+    if extra[:1] == ["--keys"] and len(extra) == 2:
+        registry = load_registry(Path(extra[1]))
+        source = f"keys pinned in {extra[1]}"
+    elif extra:
+        raise click.UsageError(
+            "A folder of runs takes only --keys FILE. Check one run folder for "
+            "the other options."
+        )
+    else:
+        signer = signer_for(seal_home())
+        registry = parse_key_registry([signer.registry_entry()])
+        source = f"this computer's Seal key, {signer.registry_entry()['key_id']}"
+    click.echo(f"Checking {len(runs)} sealed runs in {folder} against {source}")
+    valid = 0
+    for run in runs:
+        result = verify_run(run, registry)
+        if result.ok:
+            valid += 1
+            click.echo(f"  {run.name}  valid")
+        else:
+            click.echo(f"  {run.name}  not valid: {result.reason}")
+    click.echo(f"{valid} of {len(runs)} valid")
+    return 0 if valid == len(runs) else 1
+
+
 @main.command("connect")
 @click.option(
     "--pairing", default=None, help="Five-minute pairing code from Cloud settings"
diff --git a/openadapt/quickstart/__init__.py b/openadapt/quickstart/__init__.py
new file mode 100644
index 0000000000..83670107df
--- /dev/null
+++ b/openadapt/quickstart/__init__.py
@@ -0,0 +1,85 @@
+"""``openadapt quickstart``: show a task once, run it, break it.
+
+The first command anyone runs. It demonstrates one task in a synthetic clinic
+app (MockMed), compiles it into a program, runs the program five times with a
+new note each time and checks every save in the app's database, then makes
+one save fail silently: the screen says saved, the database has nothing, and
+OpenAdapt stops instead of reporting success.
+"""
+
+from __future__ import annotations
+
+import sys
+from pathlib import Path
+from typing import IO, Callable, Optional
+
+from openadapt.quickstart.story import (
+    YOUR_APP_URL,
+    NextSteps,
+    Outcome,
+    display_path,
+    run_story,
+)
+
+
+def next_steps(
+    hint: Callable[[str], str],
+    quote: Callable[[object], str],
+    agent_serves_tutorial: bool,
+) -> Callable[[Outcome], NextSteps]:
+    """The finale's commands, spelled by the launcher's ``hint`` helper."""
+
+    def build(outcome: Outcome) -> NextSteps:
+        verify = None
+        if outcome.seal is not None:
+            verify = hint(f"seal verify {quote(display_path(outcome.root))}")
+        if agent_serves_tutorial:
+            agent = hint("agent serve --allow-run")
+        else:
+            agent = hint(
+                f"agent serve --bundles {quote(display_path(outcome.root / 'bundle'))}"
+            )
+        return NextSteps(
+            verify=verify,
+            record=hint(
+                f"flow record --backend web --url {YOUR_APP_URL} --out my-task"
+            ),
+            agent=agent,
+        )
+
+    return build
+
+
+def run_quickstart(
+    root: Path,
+    *,
+    visible: bool,
+    break_it: bool,
+    verbose: bool,
+    steps: Callable[[Outcome], NextSteps],
+    stream: Optional[IO[str]] = None,
+    interactive: Optional[bool] = None,
+) -> Outcome:
+    """Run the quickstart into ``root`` and print it to ``stream``."""
+
+    from openadapt.quickstart.engine import FlowEngine, display_available, open_page
+    from openadapt.quickstart.view import make_view
+
+    stream = stream or sys.stdout
+    if interactive is None:
+        interactive = bool(sys.stdin.isatty() and getattr(stream, "isatty", bool)())
+    # A person watching gets a short pause between demonstrated actions; a
+    # hidden browser runs at full speed.
+    engine = FlowEngine(root, visible=visible, pace_s=0.3 if visible else 0.0)
+    return run_story(
+        engine,
+        make_view(stream),
+        next_steps=steps,
+        break_it=break_it,
+        interactive=interactive,
+        verbose=verbose,
+        open_page=open_page if display_available() else None,
+    )
+
+
+__all__ = ["next_steps", "run_quickstart"]
diff --git a/openadapt/quickstart/engine.py b/openadapt/quickstart/engine.py
new file mode 100644
index 0000000000..d1dff6866b
--- /dev/null
+++ b/openadapt/quickstart/engine.py
@@ -0,0 +1,499 @@
+"""Drive the engine's bundled tutorial pieces and return what each run showed.
+
+Every number the quickstart prints comes from here, and everything here comes
+from the engine's own artifacts: the recorder's ``events.jsonl``, the compiled
+workflow, each run's report, the demo app's database (read out of band, at a
+path the app never calls), and the halted run's screenshot. Nothing is
+scripted output.
+
+The stages are the tutorial's own (:mod:`openadapt_flow.tutorial`): record
+against MockMed's database-backed server, compile with mined record checks,
+certify under ``clinical-write``, and run under the Standard profile through
+the unchanged fail-closed run gate. The quickstart adds two things: the
+program runs five times with a new note each time, and the record checks read
+that run's note (``bind_effect_params``) so a new note can be checked.
+"""
+
+from __future__ import annotations
+
+import contextlib
+import inspect
+import json
+import threading
+import time
+from dataclasses import dataclass, field
+from pathlib import Path
+from typing import Any, Callable, Optional
+
+#: Synthetic notes for the five runs. None of them is clinical advice.
+RUN_NOTES = (
+    "Follow-up in two weeks",
+    "Recheck blood pressure next month",
+    "Refer to physical therapy",
+    "Repeat labs before next visit",
+    "No change to the care plan",
+)
+
+#: The part of the 1280x800 screenshot that holds the patient banner and the
+#: saved message (the same crop the side-by-side page shows).
+SCREEN_CROP = (0, 0, 640, 320)
+
+#: How often the step ticker reads the recorder's event log, in seconds.
+_TICK_S = 0.05
+
+
+@dataclass
+class DemoStep:
+    """One action of the demonstration, as the recorder logged it."""
+
+    label: str
+    seconds: float
+
+
+@dataclass
+class RunFacts:
+    """One run of the program, read from its own report and the database."""
+
+    index: int
+    note: str
+    run_dir: Path
+    execution_outcome: str
+    transaction_outcome: Optional[str]
+    checked: bool
+    records: int
+    model_calls: int
+    cost_usd: float
+    effects_required: int
+    effects_confirmed: int
+    seconds: float
+    #: The engine's plain-language result for this run ("Done and checked",
+    #: "Stopped before saving", ...), from its transaction outcome.
+    plain_label: str = ""
+    report: Any = field(default=None, repr=False)
+
+    @property
+    def report_md(self) -> Path:
+        return self.run_dir / "REPORT.md"
+
+
+@dataclass
+class BreakFacts:
+    """The rerun against a database that rejects the write."""
+
+    run_dir: Path
+    fault: str
+    execution_outcome: str
+    transaction_outcome: Optional[str]
+    screen_showed_success: bool
+    screen_text: Optional[str]
+    screenshot: Optional[Path]
+    new_records: int
+    effects_required: int
+    effects_refuted: int
+    halt_reason: str
+    model_calls: int
+    seconds: float
+    result: Any = field(default=None, repr=False)
+
+    @property
+    def stopped(self) -> bool:
+        return self.execution_outcome == "HALTED"
+
+    @property
+    def report_md(self) -> Path:
+        return self.run_dir / "REPORT.md"
+
+
+@dataclass
+class SealFacts:
+    """Offline Seals over the verified runs' reports."""
+
+    key_id: str
+    sealed: int
+
+
+def demo_step_label(event: dict[str, Any]) -> Optional[str]:
+    """A short label for one recorded action, from what the recorder logged."""
+
+    kind = event.get("kind")
+    if kind == "type":
+        text = str(event.get("text") or "")
+        return f'Type "{text}"' if text else "Type"
+    if kind in ("click", "double_click"):
+        structural = event.get("structural") or {}
+        name = str(structural.get("name") or "").strip()
+        return f"Click {name}" if name else "Click"
+    if kind == "key":
+        return f"Press {event.get('key') or 'a key'}"
+    return None
+
+
+class StepTicker:
+    """Read the recorder's ``events.jsonl`` while it is being written.
+
+    The recorder appends one line per committed action, so a second thread
+    that tails the file reports each step as it happens without any change to
+    the engine.
+    """
+
+    def __init__(self, events: Path, on_step: Callable[[DemoStep], None]) -> None:
+        self._events = events
+        self._on_step = on_step
+        self._offset = 0
+        self._stop = threading.Event()
+        self._thread = threading.Thread(target=self._loop, name="quickstart-ticker")
+        self._thread.daemon = True
+        self.steps: list[DemoStep] = []
+
+    def __enter__(self) -> "StepTicker":
+        self._thread.start()
+        return self
+
+    def __exit__(self, *exc: object) -> None:
+        self._stop.set()
+        self._thread.join()
+        self._drain()
+
+    def _loop(self) -> None:
+        while not self._stop.wait(_TICK_S):
+            self._drain()
+
+    def _drain(self) -> None:
+        try:
+            with self._events.open("r", encoding="utf-8") as handle:
+                handle.seek(self._offset)
+                text = handle.read()
+        except FileNotFoundError:
+            return
+        complete, _, _partial = text.rpartition("\n")
+        if not complete and not text.endswith("\n"):
+            return
+        self._offset += len((complete + "\n").encode("utf-8"))
+        for line in complete.splitlines():
+            try:
+                event = json.loads(line)
+            except ValueError:
+                continue
+            label = demo_step_label(event)
+            if label is None:
+                continue
+            step = DemoStep(label=label, seconds=float(event.get("t") or 0.0))
+            self.steps.append(step)
+            self._on_step(step)
+
+
+def _accepts(function: Callable[..., Any], name: str) -> bool:
+    try:
+        return name in inspect.signature(function).parameters
+    except (TypeError, ValueError):
+        return False
+
+
+def _effect_counts(report: Any) -> tuple[int, int]:
+    envelope = getattr(report, "outcome_envelope", None)
+    if envelope is None:
+        return 0, 0
+    return int(envelope.required_contracts.effect), int(
+        envelope.passed_contracts.effect
+    )
+
+
+def read_screen_text(screenshot: Path) -> Optional[str]:
+    """Read the saved message off the halted run's screenshot.
+
+    The engine's halt record keeps the on-screen text as its OCR read it at
+    screen scale, which can run words together. Reading the same pixels at
+    twice the scale gives the words back. Returns the line that says
+    "saved", or None when no line does.
+    """
+
+    from openadapt_flow.vision.ocr import ocr, upscale_png
+
+    from openadapt.quickstart.images import crop_png
+
+    try:
+        png = upscale_png(crop_png(screenshot, SCREEN_CROP), 2)
+        lines = [str(line.text).strip() for line in ocr(png)]
+    except Exception:  # noqa: BLE001 - the screenshot itself still shows it
+        return None
+    return next((line for line in lines if "saved" in line.lower()), None)
+
+
+class FlowEngine:
+    """The bundled tutorial, one stage per call, inside one browser process."""
+
+    def __init__(self, root: Path, *, visible: bool, pace_s: float = 0.0) -> None:
+        self.root = root
+        self.visible = visible
+        self.pace_s = pace_s
+        self.recording_dir = root / "recording"
+        self.bundle_dir = root / "bundle"
+        self.workflow: Any = None
+        self._stack = contextlib.ExitStack()
+        self._base_url: Optional[str] = None
+
+    # -- lifetime ---------------------------------------------------------
+
+    def __enter__(self) -> "FlowEngine":
+        from openadapt_flow import _prewarm
+        from openadapt_flow.backends._browser_process import shared_browser
+        from openadapt_flow.mockmed.fault_server import serve
+
+        # Load OCR while the browser starts; compiling and every run use it.
+        _prewarm.start()
+        self.root.mkdir(parents=True, exist_ok=True)
+        try:
+            self._stack.enter_context(shared_browser(headless=not self.visible))
+            base_url, _db, stop = serve()
+            self._stack.callback(stop)
+        except BaseException:
+            self._stack.close()
+            raise
+        self._base_url = base_url
+        return self
+
+    def __exit__(self, *exc: object) -> None:
+        self._stack.close()
+
+    # -- act 1 ------------------------------------------------------------
+
+    def record(self, on_step: Callable[[DemoStep], None]) -> list[DemoStep]:
+        """Demonstrate the task once in the browser, reporting each step."""
+
+        from openadapt_flow.tutorial import record_tutorial
+
+        assert self._base_url is not None
+        with StepTicker(self.recording_dir / "events.jsonl", on_step) as ticker:
+            record_tutorial(
+                self._base_url,
+                self.recording_dir,
+                headed=self.visible,
+                presentation_delay_s=self.pace_s,
+            )
+        return ticker.steps
+
+    def compile(self) -> int:
+        """Compile and certify the recording; return the program's step count."""
+
+        from openadapt_flow.compiler import compile_recording
+        from openadapt_flow.tutorial import (
+            TUTORIAL_WORKFLOW_NAME,
+            certify_tutorial,
+            consequential_step,
+        )
+
+        workflow = compile_recording(
+            self.recording_dir,
+            self.bundle_dir,
+            name=TUTORIAL_WORKFLOW_NAME,
+            mine_effects=True,
+            bind_effect_params=True,
+        )
+        consequential_step(workflow)
+        certify_tutorial(workflow)
+        self.workflow = workflow
+        return len(workflow.steps)
+
+    @property
+    def program_name(self) -> str:
+        return str(getattr(self.workflow, "name", "") or "")
+
+    def note_param(self) -> bool:
+        """True when the engine can give each run its own note."""
+
+        from openadapt_flow.tutorial import run_tutorial_workflow
+
+        return _accepts(run_tutorial_workflow, "params")
+
+    # -- act 2 ------------------------------------------------------------
+
+    def run(self, index: int, note: Optional[str]) -> RunFacts:
+        """Run the program once on a fresh copy of the clinic's database."""
+
+        from openadapt_flow.plain_outcome import plain_result
+        from openadapt_flow.receipt import _build_tutorial_receipt, write_receipt
+        from openadapt_flow.report import render_run_report
+        from openadapt_flow.tutorial import (
+            TUTORIAL_NOTE,
+            _records,
+            run_tutorial_workflow,
+        )
+
+        assert self._base_url is not None and self.workflow is not None
+        run_dir = self.root / f"run-{index}"
+        extra: dict[str, Any] = {}
+        if note is not None and self.note_param():
+            extra["params"] = {"note": note}
+        else:
+            note = str(self.workflow.params.get("note", TUTORIAL_NOTE))
+        started = time.monotonic()
+        report = run_tutorial_workflow(
+            base_url=self._base_url,
+            workflow=self.workflow,
+            bundle_dir=self.bundle_dir,
+            run_dir=run_dir,
+            headed=self.visible,
+            **extra,
+        )
+        records = _records(self._base_url)
+        seconds = time.monotonic() - started
+        render_run_report(run_dir)
+        required, confirmed = _effect_counts(report)
+        checked = (
+            report.execution_outcome == "VERIFIED"
+            and report.transaction_outcome == "VERIFIED"
+            and required > 0
+            and confirmed == required
+            and any(record.get("note") == note for record in records)
+        )
+        if report.execution_outcome == "VERIFIED":
+            write_receipt(_build_tutorial_receipt(report), run_dir)
+        return RunFacts(
+            index=index,
+            note=note,
+            run_dir=run_dir,
+            execution_outcome=str(report.execution_outcome),
+            transaction_outcome=report.transaction_outcome,
+            checked=checked,
+            records=len(records),
+            model_calls=int(report.model_calls),
+            cost_usd=float(getattr(report, "est_model_cost_usd", 0.0) or 0.0),
+            effects_required=required,
+            effects_confirmed=confirmed,
+            seconds=seconds,
+            plain_label=plain_result(
+                report.transaction_outcome, report.execution_outcome
+            ).label,
+            report=report,
+        )
+
+    # -- act 3 ------------------------------------------------------------
+
+    def break_it(self) -> BreakFacts:
+        """Rerun the same program while the database rejects the save."""
+
+        from openadapt_flow.demo_proof import _final_frame, _load_report
+        from openadapt_flow.tutorial import _run_break_it
+
+        assert self.workflow is not None
+        started = time.monotonic()
+        result = _run_break_it(
+            workflow=self.workflow,
+            bundle_dir=self.bundle_dir,
+            run_dir=self.root / "run-broken",
+            headed=self.visible,
+            say=lambda message: None,
+        )
+        seconds = time.monotonic() - started
+        report = _load_report(Path(result.run_dir))
+        screenshot = _final_frame(Path(result.run_dir), report) if report else None
+        screen_text = read_screen_text(screenshot) if screenshot else None
+        return BreakFacts(
+            run_dir=Path(result.run_dir),
+            fault=result.fault,
+            execution_outcome=str(result.execution_outcome),
+            transaction_outcome=result.transaction_outcome,
+            screen_showed_success=bool(result.screen_claimed_success),
+            screen_text=screen_text,
+            screenshot=screenshot,
+            new_records=int(result.system_of_record_records),
+            effects_required=int(result.effects_required),
+            effects_refuted=int(result.effects_refuted),
+            halt_reason=str(result.halt_reason),
+            model_calls=int(getattr(report, "model_calls", 0) or 0),
+            seconds=seconds,
+            result=result,
+        )
+
+    # -- finale -----------------------------------------------------------
+
+    def seal(self, runs: list[RunFacts]) -> Optional[SealFacts]:
+        """Sign each checked run's report with this computer's Seal key.
+
+        Engines without offline Seals return None, and the quickstart prints
+        no Seal and no command to check one.
+        """
+
+        try:
+            from openadapt_flow.offline_seal import seal_home, seal_run, signer_for
+        except ImportError:
+            return None
+        checked = [run for run in runs if run.checked]
+        if not checked:
+            return None
+        signer = signer_for(seal_home())
+        key_id = ""
+        for run in checked:
+            seal = seal_run(run.run_dir, enqueue=False, signer=signer)
+            key_id = str(seal.key_id)
+        return SealFacts(key_id=key_id, sealed=len(checked))
+
+    def write_page(self, first: RunFacts, broken: BreakFacts) -> Optional[Path]:
+        """Write the side-by-side page (``openadapt flow demo``'s page)."""
+
+        from openadapt_flow import demo_proof
+        from openadapt_flow.tutorial import TutorialResult
+
+        report = first.report
+        tier: Optional[int] = None
+        for step in getattr(report, "results", []) or []:
+            for evidence in step.effect_evidence:
+                if (
+                    evidence.final_verdict == "confirmed"
+                    and evidence.verification_tier is not None
+                ):
+                    value = int(evidence.verification_tier)
+                    tier = value if tier is None else min(tier, value)
+        receipts = {
+            kind: first.run_dir / f"receipt.{kind}"
+            for kind in ("json", "md", "png")
+            if (first.run_dir / f"receipt.{kind}").is_file()
+        }
+        result = TutorialResult(
+            recording_dir=self.recording_dir,
+            bundle_dir=self.bundle_dir,
+            run_dir=first.run_dir,
+            execution_outcome=first.execution_outcome,
+            transaction_outcome=first.transaction_outcome,
+            execution_profile=getattr(report, "execution_profile", None),
+            transaction_billable=getattr(report, "transaction_billable", None),
+            model_calls=first.model_calls,
+            effects_required=first.effects_required,
+            effects_confirmed=first.effects_confirmed,
+            effect_tier=tier,
+            bundle_digest=getattr(report, "bundle_content_digest", None),
+            system_of_record_records=first.records,
+            receipt_paths=receipts,
+            break_it=broken.result,
+        )
+        evidence = demo_proof.collect_evidence(result, self.root)
+        return demo_proof.write_demo_page(evidence)
+
+
+def display_available() -> bool:
+    """True when a browser window (or tab) is likely to reach a person."""
+
+    from openadapt_flow.demo_proof import display_available as available
+
+    return available()
+
+
+def open_page(page: Path) -> bool:
+    from openadapt_flow.demo_proof import open_page as opener
+
+    return opener(page)
+
+
+__all__ = [
+    "RUN_NOTES",
+    "BreakFacts",
+    "DemoStep",
+    "FlowEngine",
+    "RunFacts",
+    "SealFacts",
+    "StepTicker",
+    "demo_step_label",
+    "display_available",
+    "open_page",
+    "read_screen_text",
+]
diff --git a/openadapt/quickstart/images.py b/openadapt/quickstart/images.py
new file mode 100644
index 0000000000..c45c625f91
--- /dev/null
+++ b/openadapt/quickstart/images.py
@@ -0,0 +1,126 @@
+"""Show a screenshot inline on terminals that can draw images.
+
+Two protocols cover the terminals that support it: iTerm2's inline images
+(iTerm2 and WezTerm) and Kitty's graphics protocol (Kitty and Ghostty). Each
+terminal is recognized from the variables it sets for its own sessions. Nothing
+is assumed: an unknown terminal, a terminal multiplexer (tmux and screen don't
+pass images through unless configured to), or output that isn't a terminal
+gets ``None``, and the caller draws a text box instead.
+"""
+
+from __future__ import annotations
+
+import base64
+import io
+import os
+from pathlib import Path
+from typing import Mapping, Optional
+
+ITERM2 = "iterm2"
+KITTY = "kitty"
+
+#: Set to 0 to turn inline images off, or to iterm2/kitty to choose a protocol
+#: that detection can't see (for example inside a tmux passthrough setup).
+OVERRIDE_ENV = "OPENADAPT_INLINE_IMAGES"
+
+
+def detect_image_protocol(
+    environ: Optional[Mapping[str, str]] = None, *, isatty: bool
+) -> Optional[str]:
+    """Return the image protocol this terminal speaks, or None when unsure."""
+
+    env = os.environ if environ is None else environ
+    override = (env.get(OVERRIDE_ENV) or "").strip().lower()
+    if override in ("0", "off", "no", "false"):
+        return None
+    if override in (ITERM2, KITTY):
+        return override
+    if not isatty:
+        return None
+    term = env.get("TERM", "")
+    if env.get("TMUX") or env.get("STY") or term.startswith(("screen", "tmux")):
+        return None
+    program = env.get("TERM_PROGRAM", "")
+    if program == "iTerm.app" or env.get("LC_TERMINAL") == "iTerm2":
+        return ITERM2
+    if program == "WezTerm":
+        return ITERM2
+    if env.get("KITTY_WINDOW_ID") or term == "xterm-kitty":
+        return KITTY
+    if program == "ghostty" or term == "xterm-ghostty":
+        return KITTY
+    return None
+
+
+def crop_png(path: Path, box: tuple[int, int, int, int]) -> bytes:
+    """Return the ``(left, top, right, bottom)`` part of a PNG, as PNG bytes."""
+
+    from PIL import Image
+
+    with Image.open(path) as image:
+        width, height = image.size
+        left, top, right, bottom = box
+        cropped = image.crop((left, top, min(right, width), min(bottom, height)))
+        out = io.BytesIO()
+        cropped.save(out, format="PNG")
+    return out.getvalue()
+
+
+def image_sequence(png: bytes, protocol: str, *, cols: int, rows: int) -> str:
+    """The escape sequence that draws ``png`` in a ``cols`` x ``rows`` cell box."""
+
+    data = base64.b64encode(png).decode("ascii")
+    if protocol == ITERM2:
+        return (
+            f"\x1b]1337;File=inline=1;size={len(png)};width={cols};height={rows};"
+            f"preserveAspectRatio=1:{data}\x07"
+        )
+    if protocol == KITTY:
+        # Kitty takes the payload in chunks of at most 4096 bytes. q=2 keeps
+        # the terminal from writing a reply into the person's input.
+        chunks = [data[i : i + 4096] for i in range(0, len(data), 4096)] or [""]
+        parts = []
+        for index, chunk in enumerate(chunks):
+            more = 1 if index < len(chunks) - 1 else 0
+            if index == 0:
+                head = f"a=T,f=100,q=2,c={cols},r={rows},m={more}"
+            else:
+                head = f"m={more}"
+            parts.append(f"\x1b_G{head};{chunk}\x1b\\")
+        return "".join(parts)
+    raise ValueError(f"unknown image protocol {protocol!r}")
+
+
+def beside_image(
+    image: str, right: list[str], *, indent: int, cols: int, rows: int, gap: int = 3
+) -> str:
+    """Draw ``image`` at the left and the ``right`` lines next to it.
+
+    The block reserves its rows first, so a screen that has to scroll does it
+    before anything is drawn. The cursor is saved around the image because
+    the two protocols leave it in different places.
+    """
+
+    height = max(rows, len(right))
+    out = ["\n" * height, f"\x1b[{height}A\r"]
+    out.append("\x1b7")
+    if indent:
+        out.append(f"\x1b[{indent}C")
+    out.append(image)
+    out.append("\x1b8")
+    column = indent + cols + gap
+    for index in range(height):
+        line = right[index] if index < len(right) else ""
+        out.append(f"\r\x1b[{column}C{line}\n" if line else "\n")
+    return "".join(out)
+
+
+__all__ = [
+    "ITERM2",
+    "KITTY",
+    "OVERRIDE_ENV",
+    "beside_image",
+    "crop_png",
+    "detect_image_protocol",
+    "image_sequence",
+]
diff --git a/openadapt/quickstart/story.py b/openadapt/quickstart/story.py
new file mode 100644
index 0000000000..7c4a6c899a
--- /dev/null
+++ b/openadapt/quickstart/story.py
@@ -0,0 +1,262 @@
+"""The quickstart in three acts: show it once, run it, break it.
+
+This module decides what happens and in what order. The engine adapter
+(:mod:`openadapt.quickstart.engine`) does the work and measures it; the view
+(:mod:`openadapt.quickstart.view`) decides how it looks. Every number a view
+prints arrives here from the engine, so a change in what a run did changes the
+output.
+"""
+
+from __future__ import annotations
+
+import time
+from dataclasses import dataclass, field
+from pathlib import Path
+from typing import Any, Callable, Optional, Protocol
+
+from openadapt.quickstart.engine import (
+    RUN_NOTES,
+    BreakFacts,
+    DemoStep,
+    RunFacts,
+    SealFacts,
+)
+
+#: The placeholder app address in the "try it on your own app" command.
+YOUR_APP_URL = "https://your-app.example"
+
+
+def display_path(path: Path, cwd: Optional[Path] = None) -> Path:
+    """``path`` relative to the current folder when it is inside it.
+
+    Commands printed with it work from the folder the quickstart ran in.
+    """
+
+    base = (cwd or Path.cwd()).resolve()
+    try:
+        return path.resolve().relative_to(base)
+    except ValueError:
+        return path
+
+
+class Engine(Protocol):
+    """What the story needs from the engine (a fake one in tests)."""
+
+    root: Path
+    visible: bool
+
+    def __enter__(self) -> "Engine": ...
+
+    def __exit__(self, *exc: object) -> None: ...
+
+    def record(self, on_step: Callable[[DemoStep], None]) -> list[DemoStep]: ...
+
+    def compile(self) -> int: ...
+
+    @property
+    def program_name(self) -> str: ...
+
+    def note_param(self) -> bool: ...
+
+    def run(self, index: int, note: Optional[str]) -> RunFacts: ...
+
+    def break_it(self) -> BreakFacts: ...
+
+    def seal(self, runs: list[RunFacts]) -> Optional[SealFacts]: ...
+
+    def write_page(self, first: RunFacts, broken: BreakFacts) -> Optional[Path]: ...
+
+
+@dataclass
+class NextSteps:
+    """The commands the finale prints, each spelled to work as printed."""
+
+    verify: Optional[str]
+    record: str
+    agent: str
+
+
+@dataclass
+class Outcome:
+    """Everything one quickstart showed, for the finale and the tests."""
+
+    root: Path
+    demo_steps: list[DemoStep] = field(default_factory=list)
+    program_steps: int = 0
+    program_name: str = ""
+    act1_seconds: float = 0.0
+    runs: list[RunFacts] = field(default_factory=list)
+    act2_seconds: float = 0.0
+    broken: Optional[BreakFacts] = None
+    seal: Optional[SealFacts] = None
+    page: Optional[Path] = None
+    page_opened: bool = False
+    total_seconds: float = 0.0
+
+    @property
+    def checked(self) -> int:
+        return sum(1 for run in self.runs if run.checked)
+
+    @property
+    def model_calls(self) -> int:
+        calls = sum(run.model_calls for run in self.runs)
+        if self.broken is not None:
+            calls += self.broken.model_calls
+        return calls
+
+    @property
+    def cost_usd(self) -> float:
+        return sum(run.cost_usd for run in self.runs)
+
+
+class View(Protocol):
+    def intro(self, root: Path, visible: bool) -> None: ...
+
+    def starting(self) -> Any: ...
+
+    def act(self, number: int, title: str, subtitle: str) -> None: ...
+
+    def demo_step(self, step: DemoStep) -> None: ...
+
+    def compiling(self) -> Any: ...
+
+    def compiled(self, outcome: Outcome) -> None: ...
+
+    def running(self, index: int, total: int, checked: int) -> Any: ...
+
+    def run_row(self, run: RunFacts, total: int) -> None: ...
+
+    def runs_total(self, outcome: Outcome) -> None: ...
+
+    def break_setup(self) -> None: ...
+
+    def confirm(self, prompt: str) -> None: ...
+
+    def breaking(self) -> Any: ...
+
+    def break_result(self, broken: BreakFacts) -> None: ...
+
+    def finale(self, outcome: Outcome, steps: NextSteps) -> None: ...
+
+    def detail(self, lines: list[str]) -> None: ...
+
+
+def _engine_detail_run(run: RunFacts) -> list[str]:
+    return [
+        f"run {run.index}: execution {run.execution_outcome}, transaction "
+        f"{run.transaction_outcome}, profile standard, record checks "
+        f"{run.effects_confirmed}/{run.effects_required} confirmed by an "
+        f"independent read of the database, {run.records} record(s) after the "
+        f"run; report {run.report_md}",
+    ]
+
+
+def _engine_detail_break(broken: BreakFacts) -> list[str]:
+    return [
+        f"fault mode {broken.fault!r}: the server rejects the write after the "
+        "app shows its saved message",
+        f"execution {broken.execution_outcome}, transaction "
+        f"{broken.transaction_outcome}, record checks refuted "
+        f"{broken.effects_refuted}/{broken.effects_required}",
+        f"engine: {broken.halt_reason}",
+        f"report {broken.report_md}",
+    ]
+
+
+def run_story(
+    engine: Engine,
+    view: View,
+    *,
+    next_steps: Callable[[Outcome], NextSteps],
+    break_it: bool = True,
+    interactive: bool = False,
+    verbose: bool = False,
+    open_page: Optional[Callable[[Path], bool]] = None,
+    clock: Callable[[], float] = time.monotonic,
+) -> Outcome:
+    """Run the three acts against ``engine`` and show them through ``view``."""
+
+    outcome = Outcome(root=engine.root)
+    started = clock()
+    paused = 0.0
+    view.intro(engine.root, engine.visible)
+    with view.starting():
+        engine.__enter__()
+    try:
+        # Act 1: show it once.
+        view.act(1, "Show it once", _act1_subtitle(engine.visible))
+        act_start = clock()
+        outcome.demo_steps = engine.record(view.demo_step)
+        with view.compiling():
+            outcome.program_steps = engine.compile()
+        outcome.program_name = engine.program_name
+        outcome.act1_seconds = clock() - act_start
+        view.compiled(outcome)
+        if verbose:
+            view.detail(
+                [
+                    f"recording {engine.root / 'recording'}",
+                    f"program {engine.root / 'bundle'} (certified under "
+                    "clinical-write; record checks mined from the demonstration)",
+                ]
+            )
+
+        # Act 2: run it.
+        total = len(RUN_NOTES)
+        if engine.note_param():
+            view.act(2, "Run it", f"the program, on {total} new notes")
+        else:
+            # An engine that can't give a run its own note replays the
+            # demonstrated one, and the header says so.
+            view.act(2, "Run it", f"the program, {total} times")
+        act_start = clock()
+        for index, note in enumerate(RUN_NOTES, start=1):
+            with view.running(index, total, outcome.checked):
+                run = engine.run(index, note)
+            outcome.runs.append(run)
+            view.run_row(run, total)
+            if verbose:
+                view.detail(_engine_detail_run(run))
+        outcome.act2_seconds = clock() - act_start
+        view.runs_total(outcome)
+
+        # Act 3: break it.
+        if break_it:
+            view.act(3, "Break it", "the next save fails silently")
+            view.break_setup()
+            if interactive:
+                waited = clock()
+                view.confirm("Press Enter to make the next save fail silently")
+                paused += clock() - waited
+            with view.breaking():
+                outcome.broken = engine.break_it()
+            view.break_result(outcome.broken)
+            if verbose:
+                view.detail(_engine_detail_break(outcome.broken))
+
+        outcome.seal = engine.seal(outcome.runs)
+        if outcome.broken is not None and outcome.runs:
+            outcome.page = engine.write_page(outcome.runs[0], outcome.broken)
+            if outcome.page is not None and open_page is not None:
+                outcome.page_opened = bool(open_page(outcome.page))
+    finally:
+        engine.__exit__(None, None, None)
+    outcome.total_seconds = clock() - started - paused
+    view.finale(outcome, next_steps(outcome))
+    return outcome
+
+
+def _act1_subtitle(visible: bool) -> str:
+    where = "watch the browser window" if visible else "in a hidden browser"
+    return f"a demonstration in a synthetic clinic app, {where}"
+
+
+__all__ = [
+    "YOUR_APP_URL",
+    "display_path",
+    "Engine",
+    "NextSteps",
+    "Outcome",
+    "View",
+    "run_story",
+]
diff --git a/openadapt/quickstart/view.py b/openadapt/quickstart/view.py
new file mode 100644
index 0000000000..805b058a34
--- /dev/null
+++ b/openadapt/quickstart/view.py
@@ -0,0 +1,507 @@
+"""How the quickstart looks: a live terminal view, or plain lines.
+
+Both views say the same things in the same words (the helpers below); the
+rich view adds color, spinners, a box around the receipt, and the halted
+run's screenshot on terminals that can draw images. The plain view prints one
+line per fact, for logs, pipes, CI, ``NO_COLOR`` and ``TERM=dumb``.
+"""
+
+from __future__ import annotations
+
+import contextlib
+import io
+import os
+import sys
+from pathlib import Path
+from typing import IO, Any, Iterator, Mapping, Optional
+
+from openadapt.quickstart.engine import BreakFacts, DemoStep, RunFacts
+from openadapt.quickstart.story import NextSteps, Outcome, display_path
+
+#: Width of the step and note column, so times line up.
+_LABEL_WIDTH = 40
+
+
+# ---------------------------------------------------------------------------
+# Words shared by both views
+# ---------------------------------------------------------------------------
+
+
+class Marks:
+    """The two status marks, with ASCII stand-ins for terminals without them."""
+
+    def __init__(self, encoding: Optional[str]) -> None:
+        try:
+            "✓■·—".encode(encoding or "utf-8")
+            unicode = True
+        except (LookupError, UnicodeEncodeError):
+            unicode = False
+        self.ok = "✓" if unicode else "OK"
+        self.stop = "■" if unicode else "STOP"
+        self.dot = "·" if unicode else "-"
+
+
+def seconds(value: float) -> str:
+    return f"{value:.1f}s"
+
+
+def compiled_line(outcome: Outcome) -> str:
+    return f"Compiled into a program: {outcome.program_steps} steps."
+
+
+def run_status(run: RunFacts, marks: Marks) -> str:
+    if run.checked:
+        return f"{marks.ok} checked in the database"
+    return f"{marks.stop} {run.plain_label or run.execution_outcome}"
+
+
+def runs_total_line(outcome: Outcome, marks: Marks) -> str:
+    dot = f" {marks.dot} "
+    return dot.join(
+        [
+            f"{outcome.checked} of {len(outcome.runs)} saved and checked",
+            f"{outcome.model_calls} AI calls",
+            f"${outcome.cost_usd:.2f}",
+            seconds(outcome.act2_seconds),
+        ]
+    )
+
+
+def database_line(broken: BreakFacts) -> str:
+    count = broken.new_records
+    return f"{count} new record" + ("" if count == 1 else "s")
+
+
+def bot_verdict(broken: BreakFacts, marks: Marks) -> Optional[str]:
+    """What a tool that trusts the screen would report, when the screen said so."""
+
+    return f"{marks.ok} Done" if broken.screen_showed_success else None
+
+
+def openadapt_verdict(broken: BreakFacts, marks: Marks) -> str:
+    if broken.stopped:
+        return f"{marks.stop} Stopped before reporting success"
+    return f"{broken.execution_outcome.title()} (expected a stop)"
+
+
+def why_line(broken: BreakFacts) -> str:
+    if broken.stopped and broken.new_records == 0:
+        return (
+            "OpenAdapt reads the record back from the database after each save. "
+            "It found nothing, so it stopped."
+        )
+    if broken.stopped:
+        return "OpenAdapt read the record back, and it didn't match, so it stopped."
+    return "OpenAdapt did not stop. Treat this build as broken."
+
+
+def aha_line(broken: BreakFacts) -> Optional[str]:
+    """The one-line summary, only when the run showed all of it."""
+
+    if not (
+        broken.stopped and broken.screen_showed_success and broken.new_records == 0
+    ):
+        return None
+    text = broken.screen_text
+    end = text.lower().find("saved") if text else -1
+    if text and end >= 0:
+        screen = f'The screen said "{text[: end + len("saved")]}".'
+    else:
+        screen = "The screen showed its saved message."
+    return (
+        f"{screen} The database had nothing. A bot that trusts the screen "
+        "reports Done. OpenAdapt stopped."
+    )
+
+
+def receipt_rows(outcome: Outcome, marks: Marks) -> list[tuple[str, str]]:
+    dot = f" {marks.dot} "
+    rows = [
+        ("Program", f"{outcome.program_name}{dot}{outcome.program_steps} steps"),
+        (
+            "Runs",
+            f"{outcome.checked} of {len(outcome.runs)} saved and checked in the "
+            "database",
+        ),
+        ("AI calls", f"{outcome.model_calls}{dot}${outcome.cost_usd:.2f}"),
+    ]
+    if outcome.seal is not None:
+        reports = "report" if outcome.seal.sealed == 1 else "reports"
+        rows.append(
+            (
+                "Seal",
+                f"{outcome.seal.key_id}{dot}{outcome.seal.sealed} {reports} signed",
+            )
+        )
+    rows.append(("Time", f"{seconds(outcome.total_seconds)} in all"))
+    return rows
+
+
+def details_line(outcome: Outcome) -> str:
+    """One line: where every run's full report is, and the side-by-side page."""
+
+    root = display_path(outcome.root)
+    line = f"Details: {root}, one REPORT.md per run"
+    if outcome.page is not None:
+        page = display_path(outcome.page)
+        line += f"; side-by-side page {page}"
+        if outcome.page_opened:
+            line += ", opened in your browser"
+    return line
+
+
+def next_step_lines(steps: NextSteps) -> list[str]:
+    return [
+        f"Try it on your own app: {steps.record}",
+        f"Give your agent this as a tool: {steps.agent}",
+    ]
+
+
+# ---------------------------------------------------------------------------
+# Choosing a view
+# ---------------------------------------------------------------------------
+
+
+def wants_plain(stream: IO[str], environ: Optional[Mapping[str, str]] = None) -> bool:
+    """Plain lines when the output isn't a terminal or color is turned off."""
+
+    env = os.environ if environ is None else environ
+    if "NO_COLOR" in env and env.get("NO_COLOR", "") != "":
+        return True
+    if env.get("TERM") == "dumb":
+        return True
+    isatty = getattr(stream, "isatty", None)
+    return not (callable(isatty) and isatty())
+
+
+def make_view(stream: Optional[IO[str]] = None, *, environ=None) -> Any:
+    stream = stream or sys.stdout
+    if wants_plain(stream, environ):
+        return PlainView(stream)
+    try:
+        return RichView(stream, environ=environ)
+    except ImportError:  # rich is a launcher dependency; plain lines still work
+        return PlainView(stream)
+
+
+# ---------------------------------------------------------------------------
+# Plain lines
+# ---------------------------------------------------------------------------
+
+
+class PlainView:
+    """One line per fact, printed as it happens. No color, no cursor moves."""
+
+    def __init__(self, stream: IO[str]) -> None:
+        self.stream = stream
+        self.marks = Marks(getattr(stream, "encoding", None))
+
+    def _say(self, text: str = "") -> None:
+        self.stream.write(text + "\n")
+        self.stream.flush()
+
+    @contextlib.contextmanager
+    def _quiet(self) -> Iterator[None]:
+        yield
+
+    def intro(self, root: Path, visible: bool) -> None:
+        self._say(
+            "OpenAdapt quickstart: show a task once, run it, then watch it "
+            "catch a save that didn't happen."
+        )
+        self._say(f"Synthetic data only. Files go to {display_path(root)}")
+
+    def starting(self):
+        return self._quiet()
+
+    def act(self, number: int, title: str, subtitle: str) -> None:
+        self._say()
+        self._say(f"{number}  {title} {self.marks.dot} {subtitle}")
+
+    def demo_step(self, step: DemoStep) -> None:
+        self._say(
+            f"   {self.marks.ok} {step.label:<{_LABEL_WIDTH}} {seconds(step.seconds)}"
+        )
+
+    def compiling(self):
+        return self._quiet()
+
+    def compiled(self, outcome: Outcome) -> None:
+        self._say(f"   {compiled_line(outcome)} {seconds(outcome.act1_seconds)}")
+
+    def running(self, index: int, total: int, checked: int):
+        return self._quiet()
+
+    def run_row(self, run: RunFacts, total: int) -> None:
+        self._say(
+            f"   {run.index}/{total}  {run.note:<{_LABEL_WIDTH - 6}} "
+            f"{run_status(run, self.marks)}  {seconds(run.seconds)}"
+        )
+
+    def runs_total(self, outcome: Outcome) -> None:
+        self._say(f"   {runs_total_line(outcome, self.marks)}")
+
+    def break_setup(self) -> None:
+        self._say(
+            "   The app will show its saved message. The database will reject the save."
+        )
+
+    def confirm(self, prompt: str) -> None:
+        self.stream.write(f"   {prompt} ")
+        self.stream.flush()
+        try:
+            input()
+        except EOFError:
+            self._say()
+
+    def breaking(self):
+        return self._quiet()
+
+    def break_result(self, broken: BreakFacts) -> None:
+        quote = broken.screen_text
+        shown = f'"{quote}"' if quote else "a saved message"
+        self._say(f"   What the screen showed:    {shown}")
+        self._say(f"   What the database showed:  {database_line(broken)}")
+        bot = bot_verdict(broken, self.marks)
+        if bot:
+            self._say(f"   A screen-trusting bot:     {bot}")
+        self._say(
+            f"   OpenAdapt:                 {openadapt_verdict(broken, self.marks)}"
+            f"  {seconds(broken.seconds)}"
+        )
+        self._say(f"   Why: {why_line(broken)}")
+        aha = aha_line(broken)
+        if aha:
+            self._say()
+            self._say(aha)
+
+    def finale(self, outcome: Outcome, steps: NextSteps) -> None:
+        self._say()
+        self._say("Receipt")
+        for name, value in receipt_rows(outcome, self.marks):
+            self._say(f"  {name:<9}  {value}")
+        if steps.verify:
+            self._say(f"Check it: {steps.verify}")
+        self._say(details_line(outcome))
+        for line in next_step_lines(steps):
+            self._say(line)
+
+    def detail(self, lines: list[str]) -> None:
+        for line in lines:
+            self._say(f"   {line}")
+
+
+# ---------------------------------------------------------------------------
+# Live terminal
+# ---------------------------------------------------------------------------
+
+
+class RichView:
+    """Color, spinners, a boxed receipt, and the screenshot where possible."""
+
+    def __init__(
+        self, stream: IO[str], *, environ=None, width: Optional[int] = None
+    ) -> None:
+        from rich.console import Console
+
+        from openadapt.quickstart.images import detect_image_protocol
+
+        self.console = Console(
+            file=stream, highlight=False, soft_wrap=False, width=width
+        )
+        self.marks = Marks(getattr(stream, "encoding", None) or "utf-8")
+        self.image_protocol = detect_image_protocol(environ, isatty=True)
+
+    def _status(self, text: str):
+        return self.console.status(f"[dim]{text}[/]", spinner="dots")
+
+    def intro(self, root: Path, visible: bool) -> None:
+        self.console.print(
+            "[bold]OpenAdapt quickstart[/]: show a task once, run it, then watch "
+            "it catch a save that didn't happen."
+        )
+        self.console.print(
+            f"[dim]Synthetic data only. Files go to {display_path(root)}[/]"
+        )
+
+    def starting(self):
+        return self._status("Starting the synthetic clinic app")
+
+    def act(self, number: int, title: str, subtitle: str) -> None:
+        self.console.print()
+        self.console.print(
+            f"[bold reverse] {number} [/] [bold]{title}[/]  [dim]{subtitle}[/]"
+        )
+
+    def demo_step(self, step: DemoStep) -> None:
+        self.console.print(
+            f"   [green]{self.marks.ok}[/] {_escape(step.label):<{_LABEL_WIDTH}} "
+            f"[dim]{seconds(step.seconds)}[/]"
+        )
+
+    def compiling(self):
+        return self._status("Compiling the demonstration into a program")
+
+    def compiled(self, outcome: Outcome) -> None:
+        self.console.print(
+            f"   [bold]{compiled_line(outcome)}[/] [dim]{seconds(outcome.act1_seconds)}[/]"
+        )
+
+    def running(self, index: int, total: int, checked: int):
+        return self._status(
+            f"Running {index} of {total} {self.marks.dot} {checked} checked so far"
+        )
+
+    def run_row(self, run: RunFacts, total: int) -> None:
+        color = "green" if run.checked else "red"
+        self.console.print(
+            f"   [dim]{run.index}/{total}[/]  {_escape(run.note):<{_LABEL_WIDTH - 6}} "
+            f"[{color}]{run_status(run, self.marks)}[/]  [dim]{seconds(run.seconds)}[/]"
+        )
+
+    def runs_total(self, outcome: Outcome) -> None:
+        self.console.print(f"   [bold]{runs_total_line(outcome, self.marks)}[/]")
+
+    def break_setup(self) -> None:
+        self.console.print(
+            "   The app will show its saved message. The database will reject the save."
+        )
+
+    def confirm(self, prompt: str) -> None:
+        try:
+            self.console.input(f"   [bold]{prompt}[/] [dim](Enter)[/] ")
+        except EOFError:
+            self.console.print()
+
+    def breaking(self):
+        return self._status("Running the program once more, checking the database")
+
+    def _right_column(self, broken: BreakFacts) -> list[str]:
+        width = 52
+        lines = [
+            "[bold]What the database showed[/]",
+            f"[bold red]{database_line(broken)}[/]",
+            "",
+        ]
+        bot = bot_verdict(broken, self.marks)
+        if bot:
+            lines.append(f"A screen-trusting bot  [red]{bot}[/]")
+        lines.append(
+            f"OpenAdapt              [bold green]{openadapt_verdict(broken, self.marks)}[/]"
+            f"  [dim]{seconds(broken.seconds)}[/]"
+        )
+        lines.append("")
+        lines.extend(f"[dim]{part}[/]" for part in _wrap(why_line(broken), width))
+        return lines
+
+    def break_result(self, broken: BreakFacts) -> None:
+        from rich.panel import Panel
+        from rich.table import Table
+
+        right = self._right_column(broken)
+        drawn = False
+        if self.image_protocol and broken.screenshot is not None:
+            drawn = self._draw_beside_screenshot(broken, right)
+        if not drawn:
+            quote = broken.screen_text or "a saved message"
+            box = Panel(
+                f"[green]{_escape(quote)}[/]",
+                title="What the screen showed",
+                title_align="left",
+                width=36,
+                padding=(1, 2),
+            )
+            grid = Table.grid(padding=(0, 3))
+            grid.add_column()
+            grid.add_column()
+            grid.add_row(box, "\n".join(right))
+            self.console.print()
+            self.console.print(grid, crop=False)
+        aha = aha_line(broken)
+        if aha:
+            self.console.print()
+            self.console.print(f"[bold]{_escape(aha)}[/]")
+
+    def _draw_beside_screenshot(self, broken: BreakFacts, right: list[str]) -> bool:
+        from openadapt.quickstart.engine import SCREEN_CROP
+        from openadapt.quickstart.images import beside_image, crop_png, image_sequence
+
+        try:
+            png = crop_png(broken.screenshot, SCREEN_CROP)
+        except Exception:  # noqa: BLE001 - fall back to the text box
+            return False
+        cols, rows = 40, 10
+        rendered = [self._ansi(line) for line in right]
+        self.console.print()
+        self.console.print(
+            "   [bold]What the screen showed[/] [dim](its screenshot)[/]"
+        )
+        block = beside_image(
+            image_sequence(png, self.image_protocol, cols=cols, rows=rows),
+            rendered,
+            indent=3,
+            cols=cols,
+            rows=rows,
+        )
+        self.console.file.write(block)
+        self.console.file.flush()
+        return True
+
+    def _ansi(self, markup: str) -> str:
+        from rich.console import Console
+
+        buffer = io.StringIO()
+        Console(
+            file=buffer,
+            force_terminal=True,
+            color_system=self.console.color_system,
+            width=200,
+            highlight=False,
+        ).print(markup, end="")
+        return buffer.getvalue()
+
+    def finale(self, outcome: Outcome, steps: NextSteps) -> None:
+        from rich.panel import Panel
+        from rich.table import Table
+
+        table = Table.grid(padding=(0, 2))
+        table.add_column(style="dim")
+        table.add_column()
+        for name, value in receipt_rows(outcome, self.marks):
+            table.add_row(name, _escape(value))
+        self.console.print()
+        self.console.print(
+            Panel(table, title="Receipt", title_align="left", expand=False)
+        )
+        if steps.verify:
+            self.console.print(f"[dim]Check it:[/] [bold]{_escape(steps.verify)}[/]")
+        self.console.print(f"[dim]{_escape(details_line(outcome))}[/]")
+        for line in next_step_lines(steps):
+            label, _, command = line.partition(": ")
+            self.console.print(f"{label}: [bold cyan]{_escape(command)}[/]")
+
+    def detail(self, lines: list[str]) -> None:
+        for line in lines:
+            self.console.print(f"   [dim]{_escape(line)}[/]")
+
+
+def _escape(text: str) -> str:
+    from rich.markup import escape
+
+    return escape(text)
+
+
+def _wrap(text: str, width: int) -> list[str]:
+    import textwrap
+
+    return textwrap.wrap(text, width) or [""]
+
+
+__all__ = [
+    "Marks",
+    "PlainView",
+    "RichView",
+    "aha_line",
+    "make_view",
+    "wants_plain",
+]
diff --git a/packages/flow/openadapt_flow/tutorial.py b/packages/flow/openadapt_flow/tutorial.py
index 395ef784b9..ac5e476b96 100644
--- a/packages/flow/openadapt_flow/tutorial.py
+++ b/packages/flow/openadapt_flow/tutorial.py
@@ -472,6 +472,7 @@ def run_tutorial_workflow(
     headed: bool = False,
     entry_query: Optional[str] = None,
     presentation_delay_s: float = 0.0,
+    params: Optional[dict[str, str]] = None,
 ) -> Any:
     """Admit and execute the tutorial under the ``standard`` profile.
 
@@ -479,6 +480,10 @@ def run_tutorial_workflow(
     ``--break-it`` rerun passes :data:`TUTORIAL_BREAK_ENTRY_QUERY` instead.
     Nothing else differs between the two runs: same bundle, same policy, same
     gate, same verifier.
+
+    ``params`` supplies this run's inputs (the note); by default the run
+    replays the demonstrated values. The run authorization binds them, and
+    the bundle on disk is unchanged.
     """
 
     from openadapt_flow.backends.playwright_backend import PlaywrightBackend
@@ -521,7 +526,8 @@ def run_tutorial_workflow(
             f"executed:\n{gate.render()}"
         )
     replay_params = {
-        "note": str(getattr(workflow, "params", {}).get("note", TUTORIAL_NOTE))
+        "note": str(getattr(workflow, "params", {}).get("note", TUTORIAL_NOTE)),
+        **(params or {}),
     }
     authorization = build_runtime_authorization(
         workflow,
diff --git a/packages/flow/tests/test_tutorial_run_params.py b/packages/flow/tests/test_tutorial_run_params.py
new file mode 100644
index 0000000000..b827fc3ac0
--- /dev/null
+++ b/packages/flow/tests/test_tutorial_run_params.py
@@ -0,0 +1,57 @@
+"""A tutorial run can take its own note, and its record check reads that note.
+
+The launcher's quickstart runs the compiled tutorial five times with a new
+note each time. The bundle on disk never changes: the note reaches the run
+through ``run_tutorial_workflow(params=...)``, the run authorization binds it,
+and a record check compiled with ``bind_effect_params`` compares the saved
+record with this run's note instead of the demonstrated one.
+"""
+
+from __future__ import annotations
+
+from pathlib import Path
+
+import pytest
+
+from openadapt_flow import tutorial
+from openadapt_flow.backends._browser_process import shared_browser
+from openadapt_flow.compiler import compile_recording
+from openadapt_flow.mockmed.fault_server import serve
+
+
+@pytest.mark.timeout(600)
+def test_a_run_with_a_new_note_is_checked_against_that_note(tmp_path: Path) -> None:
+    base_url, _db, stop = serve()
+    try:
+        with shared_browser(headless=True):
+            tutorial.record_tutorial(base_url, tmp_path / "recording")
+            bundle_dir = tmp_path / "bundle"
+            workflow = compile_recording(
+                tmp_path / "recording",
+                bundle_dir,
+                name=tutorial.TUTORIAL_WORKFLOW_NAME,
+                mine_effects=True,
+                bind_effect_params=True,
+            )
+            tutorial.certify_tutorial(workflow)
+            digest = (bundle_dir / "workflow.json").read_bytes()
+
+            note = "Recheck blood pressure next month"
+            report = tutorial.run_tutorial_workflow(
+                base_url=base_url,
+                workflow=workflow,
+                bundle_dir=bundle_dir,
+                run_dir=tmp_path / "run",
+                params={"note": note},
+            )
+            records = tutorial._records(base_url)
+    finally:
+        stop()
+
+    assert report.execution_outcome == "VERIFIED"
+    assert report.params["note"] == note
+    assert report.outcome_envelope.passed_contracts.effect == 2
+    assert [record["note"] for record in records] == [note]
+    # The program itself is unchanged; only this run's input differs.
+    assert (bundle_dir / "workflow.json").read_bytes() == digest
+    assert workflow.params["note"] == tutorial.TUTORIAL_NOTE
diff --git a/pyproject.toml b/pyproject.toml
index 8ac243b7c3..26912824d9 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -56,6 +56,9 @@ classifiers = [
 # tests/test_python_support.py keeps these in step.
 dependencies = [
     "click>=8.0.0",
+    # The quickstart's terminal view (MIT). Pure Python; the engine doesn't
+    # depend on it. Gated like the engine: without it the quickstart can't run.
+    "rich>=13.0.0; python_version < '3.13'",
     # Every Flow floor is 1.35.0: Flow 1.33 and 1.34 probe four X11 libraries in
     # the wrong case and refuse Chromium on Linux hosts that have them
     # (tests/test_flow_floor.py).
diff --git a/scripts/install_weight/budgets.json b/scripts/install_weight/budgets.json
index ab8714df94..55c62b0a94 100644
--- a/scripts/install_weight/budgets.json
+++ b/scripts/install_weight/budgets.json
@@ -323,8 +323,10 @@
         "jsonschema",
         "jsonschema-specifications",
         "keyring",
+        "markdown-it-py",
         "mcp",
         "mcp-types",
+        "mdurl",
         "more-itertools",
         "numpy",
         "onnxruntime",
@@ -343,11 +345,13 @@
         "pydantic",
         "pydantic-core",
         "pyee",
+        "pygments",
         "pyjwt",
         "python-multipart",
         "pyyaml",
         "rapidocr-onnxruntime",
         "referencing",
+        "rich",
         "rpds-py",
         "secretstorage",
         "shapely",
diff --git a/scripts/quickstart_lifecycle.py b/scripts/quickstart_lifecycle.py
index 2300109c8f..8b53a06bcc 100644
--- a/scripts/quickstart_lifecycle.py
+++ b/scripts/quickstart_lifecycle.py
@@ -144,12 +144,22 @@ def _install_browser_system_dependencies(
     )
 
 
-def _inspect_quickstart(root: Path) -> dict[str, object]:
-    run = root / "run"
+def _quickstart_runs(root: Path) -> list[Path]:
+    """The quickstart's checked runs: run-1, run-2, ... (or the older run/)."""
+    numbered = sorted(
+        (path for path in root.glob("run-*") if path.name[4:].isdigit()),
+        key=lambda path: int(path.name[4:]),
+    )
+    return numbered or [root / "run"]
+
+
+def _inspect_run(run: Path) -> int:
+    """Check one run is VERIFIED under Standard with its receipt; return effects."""
     report = _load_object(run / "report.json")
     if report.get("execution_outcome") != "VERIFIED":
         raise AssertionError(
-            f"quickstart outcome is {report.get('execution_outcome')!r}, not VERIFIED"
+            f"quickstart {run.name} outcome is "
+            f"{report.get('execution_outcome')!r}, not VERIFIED"
         )
     if report.get("execution_profile") != "standard":
         raise AssertionError(
@@ -174,12 +184,30 @@ def _inspect_quickstart(root: Path) -> dict[str, object]:
     for path in (run / "REPORT.md", run / "receipt.png", run / "receipt.md"):
         if not path.is_file():
             raise AssertionError(f"quickstart is missing {path.name}")
+    return passed
+
+
+def _inspect_quickstart(root: Path) -> dict[str, object]:
+    runs = _quickstart_runs(root)
+    effects = [_inspect_run(run) for run in runs]
+    broken = root / "run-broken" / "report.json"
+    stopped = None
+    if broken.is_file():
+        report = _load_object(broken)
+        if report.get("execution_outcome") != "HALTED":
+            raise AssertionError(
+                "the save that failed silently was not caught: the rerun ended "
+                f"{report.get('execution_outcome')!r}, not HALTED"
+            )
+        stopped = True
 
     return {
         "outcome": "VERIFIED",
         "profile": "standard",
         "transaction_outcome": "VERIFIED",
-        "effect_contracts": passed,
+        "effect_contracts": min(effects),
+        "verified_runs": len(runs),
+        "silent_failure_stopped": stopped,
         "model_calls": 0,
         "receipt_emitted": True,
     }
diff --git a/scripts/quickstart_timing.py b/scripts/quickstart_timing.py
new file mode 100644
index 0000000000..f2c0ef32bb
--- /dev/null
+++ b/scripts/quickstart_timing.py
@@ -0,0 +1,92 @@
+"""Time the quickstart against the tutorial it replaced, interleaved.
+
+The quickstart used to run the engine's tutorial with ``--break-it``: one
+checked run and one run with the save set to fail. It now runs the program
+five times and then the failing save. This script runs the two commands in
+turn, ``--rounds`` times each, headless and not on a terminal, and writes
+each wall time with the machine's load average, so a busy machine slows both
+sides alike.
+
+    python scripts/quickstart_timing.py --rounds 3 --out timing.json
+"""
+
+from __future__ import annotations
+
+import argparse
+import json
+import os
+import platform
+import shutil
+import subprocess
+import sys
+import tempfile
+import time
+from pathlib import Path
+
+COMMANDS = {
+    "before": ["flow", "tutorial", "--break-it", "--out"],
+    "after": ["quickstart", "--headless", "--out"],
+}
+
+
+def _launcher() -> str:
+    found = Path(sys.executable).parent / "openadapt"
+    return str(found) if found.exists() else (shutil.which("openadapt") or "openadapt")
+
+
+def main() -> int:
+    parser = argparse.ArgumentParser(description=__doc__.splitlines()[0])
+    parser.add_argument("--rounds", type=int, default=3)
+    parser.add_argument("--out", type=Path, required=True)
+    args = parser.parse_args()
+
+    launcher = _launcher()
+    rows = []
+    with tempfile.TemporaryDirectory() as work:
+        env = {
+            **os.environ,
+            "OPENADAPT_SEAL_HOME": str(Path(work) / "seal"),
+            "BROWSER": "true",
+        }
+        for round_index in range(args.rounds):
+            for name, argv in COMMANDS.items():
+                out = Path(work) / f"{name}-{round_index}"
+                started = time.monotonic()
+                result = subprocess.run(
+                    [launcher, *argv, str(out)],
+                    env=env,
+                    capture_output=True,
+                    text=True,
+                )
+                seconds = time.monotonic() - started
+                rows.append(
+                    {
+                        "command": name,
+                        "round": round_index,
+                        "exit_code": result.returncode,
+                        "wall_s": round(seconds, 2),
+                        "load_1m": round(os.getloadavg()[0], 1),
+                        "lines": len(result.stdout.splitlines()),
+                    }
+                )
+                print(json.dumps(rows[-1]), flush=True)
+    summary = {
+        name: sorted(row["wall_s"] for row in rows if row["command"] == name)
+        for name in COMMANDS
+    }
+    document = {
+        "machine": f"{platform.system()} {platform.machine()}",
+        "python": platform.python_version(),
+        "commands": {name: " ".join(argv) for name, argv in COMMANDS.items()},
+        "runs": rows,
+        "median_wall_s": {
+            name: values[len(values) // 2] for name, values in summary.items()
+        },
+    }
+    args.out.write_text(json.dumps(document, indent=2) + "\n", encoding="utf-8")
+    print(json.dumps(document["median_wall_s"]))
+    return 0
+
+
+if __name__ == "__main__":
+    raise SystemExit(main())
diff --git a/tests/conftest.py b/tests/conftest.py
index 3c0db32f41..9187e88f39 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -23,3 +23,36 @@ def _import_torch_before_find_spec_is_stubbed():
     if importlib.util.find_spec("torch") is not None:
         import torch  # noqa: F401
     yield
+
+
+@pytest.fixture(autouse=True)
+def _no_real_quickstart_runs(request, monkeypatch):
+    """Keep unit tests from starting a real browser run by accident.
+
+    The three-act quickstart drives a browser for about 30 seconds. Tests that
+    mean to run it are marked ``real_quickstart``; everything else gets a
+    clear failure instead of a silent half-minute run.
+    """
+    if request.node.get_closest_marker("real_quickstart"):
+        yield
+        return
+    try:
+        from openadapt.quickstart import engine
+    except ImportError:
+        yield
+        return
+
+    def refuse(self):
+        raise AssertionError(
+            "this test started a real quickstart run; stub "
+            "openadapt.quickstart.run_quickstart or mark it real_quickstart"
+        )
+
+    monkeypatch.setattr(engine.FlowEngine, "__enter__", refuse)
+    yield
+
+
+def pytest_configure(config):
+    config.addinivalue_line(
+        "markers", "real_quickstart: runs the real quickstart in a browser"
+    )
diff --git a/tests/snapshots/quickstart_plain.snapshot b/tests/snapshots/quickstart_plain.snapshot
new file mode 100644
index 0000000000..ae0376a74e
--- /dev/null
+++ b/tests/snapshots/quickstart_plain.snapshot
@@ -0,0 +1,40 @@
+OpenAdapt quickstart: show a task once, run it, then watch it catch a save that didn't happen.
+Synthetic data only. Files go to openadapt-quickstart
+
+1  Show it once · a demonstration in a synthetic clinic app, in a hidden browser
+   ✓ Click Open                               0.4s
+   ✓ Click New Encounter                      0.7s
+   ✓ Click Triage                             0.9s
+   ✓ Click Note                               1.1s
+   ✓ Type "Synthetic follow-up in two weeks"  1.3s
+   ✓ Click Save Encounter                     1.6s
+   Compiled into a program: 6 steps. 0.5s
+
+2  Run it · the program, on 5 new notes
+   1/5  Follow-up in two weeks             ✓ checked in the database  2.6s
+   2/5  Recheck blood pressure next month  ✓ checked in the database  2.7s
+   3/5  Refer to physical therapy          ✓ checked in the database  2.8s
+   4/5  Repeat labs before next visit      ✓ checked in the database  2.9s
+   5/5  No change to the care plan         ✓ checked in the database  3.0s
+   5 of 5 saved and checked · 0 AI calls · $0.00 · 0.5s
+
+3  Break it · the next save fails silently
+   The app will show its saved message. The database will reject the save.
+   What the screen showed:    "Encounter saved — Synthetic follow-up in two weeks"
+   What the database showed:  0 new records
+   A screen-trusting bot:     ✓ Done
+   OpenAdapt:                 ■ Stopped before reporting success  7.7s
+   Why: OpenAdapt reads the record back from the database after each save. It found nothing, so it stopped.
+
+The screen said "Encounter saved". The database had nothing. A bot that trusts the screen reports Done. OpenAdapt stopped.
+
+Receipt
+  Program    local-quickstart · 6 steps
+  Runs       5 of 5 saved and checked in the database
+  AI calls   0 · $0.00
+  Seal       seal-ed25519-0123456789abcdef · 5 reports signed
+  Time       2.5s in all
+Check it: openadapt seal verify openadapt-quickstart
+Details: openadapt-quickstart, one REPORT.md per run; side-by-side page openadapt-quickstart/index.html
+Try it on your own app: openadapt flow record --backend web --url https://your-app.example --out my-task
+Give your agent this as a tool: openadapt agent serve --allow-run
diff --git a/tests/test_agent_command.py b/tests/test_agent_command.py
index 4193a37c02..a071f4537e 100644
--- a/tests/test_agent_command.py
+++ b/tests/test_agent_command.py
@@ -56,7 +56,16 @@ def test_top_level_help_prints_the_launcher_agent_command():
 
 
 def test_quickstart_prints_the_launcher_agent_command(monkeypatch, supported_python):
-    monkeypatch.setattr("openadapt.cli._invoke_flow", lambda _argv: 0)
+    from openadapt.quickstart.story import Outcome
+
+    printed = []
+
+    def fake(root, *, steps, **kwargs):
+        printed.append(steps(Outcome(root=root)).agent)
+        return Outcome(root=root)
+
+    monkeypatch.setattr("openadapt.cli._flow_runs_quickstart", lambda: True)
+    monkeypatch.setattr("openadapt.quickstart.run_quickstart", fake)
     monkeypatch.setattr("openadapt.cli._agent_serves_tutorial", lambda: True)
 
     runner = CliRunner()
@@ -64,8 +73,8 @@ def test_quickstart_prints_the_launcher_agent_command(monkeypatch, supported_pyt
         result = runner.invoke(cli_main, ["quickstart", "--out", "qs"])
 
     assert result.exit_code == 0, result.output
-    assert "openadapt agent serve --allow-run" in result.output
-    assert not _ENGINE_AGENT_COMMAND.search(result.output), result.output
+    assert printed == ["openadapt agent serve --allow-run"]
+    assert not _ENGINE_AGENT_COMMAND.search(printed[0])
 
 
 def test_agent_forwards_every_argument_and_the_exit_code(fake_agent, supported_python):
diff --git a/tests/test_cli_quickstart_polish.py b/tests/test_cli_quickstart_polish.py
index 57242d7029..aaaaa73dc5 100644
--- a/tests/test_cli_quickstart_polish.py
+++ b/tests/test_cli_quickstart_polish.py
@@ -7,13 +7,14 @@
 
 from __future__ import annotations
 
-import shlex
+import os
 from pathlib import Path
 
 import pytest
 from click.testing import CliRunner
 
 from openadapt.cli import main as cli_main
+from openadapt.quickstart.story import Outcome
 
 
 @pytest.fixture()
@@ -26,7 +27,21 @@ def engine_calls(monkeypatch):
     return calls
 
 
-def test_default_output_auto_suffixes_the_first_taken_name(engine_calls):
+@pytest.fixture()
+def story_calls(monkeypatch):
+    """Stand in for the three-act quickstart; record what it was asked to do."""
+    calls = []
+
+    def fake(root, **kwargs):
+        calls.append({"root": root, **kwargs})
+        return Outcome(root=root)
+
+    monkeypatch.setattr("openadapt.cli._flow_runs_quickstart", lambda: True)
+    monkeypatch.setattr("openadapt.quickstart.run_quickstart", fake)
+    return calls
+
+
+def test_default_output_auto_suffixes_the_first_taken_name(story_calls):
     runner = CliRunner()
     with runner.isolated_filesystem():
         Path("openadapt-quickstart").mkdir()
@@ -34,12 +49,11 @@ def test_default_output_auto_suffixes_the_first_taken_name(engine_calls):
         expected = Path("openadapt-quickstart-2").resolve()
 
     assert result.exit_code == 0, result.output
-    assert len(engine_calls) == 1
-    assert engine_calls[0][2] == str(expected)
-    assert "openadapt-quickstart-2" in result.output
+    assert len(story_calls) == 1
+    assert story_calls[0]["root"] == expected
 
 
-def test_default_output_keeps_counting_past_repeated_runs(engine_calls):
+def test_default_output_keeps_counting_past_repeated_runs(story_calls):
     runner = CliRunner()
     with runner.isolated_filesystem():
         Path("openadapt-quickstart").mkdir()
@@ -49,10 +63,10 @@ def test_default_output_keeps_counting_past_repeated_runs(engine_calls):
         expected = Path("openadapt-quickstart-4").resolve()
 
     assert result.exit_code == 0, result.output
-    assert engine_calls[0][2] == str(expected)
+    assert story_calls[0]["root"] == expected
 
 
-def test_explicit_out_is_honored_verbatim(engine_calls):
+def test_explicit_out_is_honored_verbatim(story_calls):
     runner = CliRunner()
     with runner.isolated_filesystem():
         Path("openadapt-quickstart").mkdir()
@@ -60,7 +74,99 @@ def test_explicit_out_is_honored_verbatim(engine_calls):
         expected = Path("my-dir").resolve()
 
     assert result.exit_code == 0, result.output
-    assert engine_calls[0][2] == str(expected)
+    assert story_calls[0]["root"] == expected
+
+
+@pytest.mark.parametrize(
+    ("argv", "expected"),
+    [
+        ([], {"break_it": True, "verbose": False}),
+        (["--no-break"], {"break_it": False}),
+        (["--verbose"], {"verbose": True}),
+        (["--break-it"], {"break_it": True}),
+    ],
+)
+def test_quickstart_options_reach_the_story(story_calls, monkeypatch, argv, expected):
+    monkeypatch.setattr("openadapt.quickstart.engine.display_available", lambda: False)
+    with CliRunner().isolated_filesystem():
+        result = CliRunner().invoke(cli_main, ["quickstart", *argv, "--out", "qs"])
+    assert result.exit_code == 0, result.output
+    for key, value in expected.items():
+        assert story_calls[0][key] == value
+
+
+@pytest.mark.parametrize(
+    ("argv", "display", "visible"),
+    [
+        ([], True, True),
+        ([], False, False),
+        (["--headless"], True, False),
+        (["--headed"], False, True),
+    ],
+)
+def test_the_browser_shows_when_a_display_is_available(
+    story_calls, monkeypatch, argv, display, visible
+):
+    monkeypatch.setattr(
+        "openadapt.quickstart.engine.display_available", lambda: display
+    )
+    with CliRunner().isolated_filesystem():
+        result = CliRunner().invoke(cli_main, ["quickstart", *argv, "--out", "qs"])
+    assert result.exit_code == 0, result.output
+    assert story_calls[0]["visible"] is visible
+
+
+def test_an_older_flow_runs_its_own_tutorial(monkeypatch, engine_calls):
+    monkeypatch.setattr("openadapt.cli._flow_runs_quickstart", lambda: False)
+    with CliRunner().isolated_filesystem():
+        result = CliRunner().invoke(cli_main, ["quickstart", "--out", "qs"])
+    assert result.exit_code == 0, result.output
+    assert engine_calls[0][:1] == ["tutorial"]
+
+
+@pytest.mark.parametrize(
+    ("installed", "runs"),
+    [("2.1.0", False), ("2.2.0", True), ("2.10.1", True)],
+)
+def test_the_three_act_quickstart_needs_flow_2_2(monkeypatch, installed, runs):
+    from openadapt import cli
+
+    monkeypatch.setattr("importlib.metadata.version", lambda _name: installed)
+    assert cli._flow_runs_quickstart() is runs
+
+
+def test_quickstart_restores_the_operator_scrub_setting(monkeypatch, story_calls):
+    seen = []
+    monkeypatch.setenv("OPENADAPT_FLOW_SCRUB", "auto")
+    monkeypatch.setattr(
+        "openadapt.quickstart.run_quickstart",
+        lambda root, **kw: (
+            seen.append(os.environ["OPENADAPT_FLOW_SCRUB"]) or Outcome(root=root)
+        ),
+    )
+    with CliRunner().isolated_filesystem():
+        result = CliRunner().invoke(cli_main, ["quickstart", "--out", "qs"])
+    assert result.exit_code == 0, result.output
+    assert seen == ["off"]
+    assert os.environ["OPENADAPT_FLOW_SCRUB"] == "auto"
+
+
+def test_a_stopped_stage_names_where_its_files_are(monkeypatch, story_calls):
+    class TutorialError(RuntimeError):
+        pass
+
+    def stop(root, **kwargs):
+        root.mkdir(parents=True)
+        (root / "partial.json").write_text("{}")
+        raise TutorialError("the compiler emitted a placeholder")
+
+    monkeypatch.setattr("openadapt.quickstart.run_quickstart", stop)
+    with CliRunner().isolated_filesystem():
+        result = CliRunner().invoke(cli_main, ["quickstart", "--out", "qs"])
+        assert Path("qs/partial.json").is_file()
+    assert result.exit_code == 1
+    assert "The quickstart stopped: the compiler emitted a placeholder" in result.output
+    assert "Anything it wrote is in" in result.output
 
 
 @pytest.mark.parametrize("version_info", [(3, 13), (3, 14)])
@@ -84,14 +190,14 @@ def test_unsupported_python_preflight_prints_remedy_before_delegation(
     assert engine_calls == []
 
 
-def test_pep668_error_prints_the_same_remedy(monkeypatch):
-    def raise_externally_managed(_argv):
+def test_pep668_error_prints_the_same_remedy(monkeypatch, story_calls):
+    def raise_externally_managed(*_args, **_kwargs):
         raise RuntimeError(
             "error: externally-managed-environment\n\n"
             "This environment is externally managed"
         )
 
-    monkeypatch.setattr("openadapt.cli._invoke_flow", raise_externally_managed)
+    monkeypatch.setattr("openadapt.quickstart.run_quickstart", raise_externally_managed)
 
     runner = CliRunner()
     with runner.isolated_filesystem():
@@ -129,50 +235,3 @@ def test_unknown_flags_pass_through_to_engine_verbatim(
     argv = engine_calls[0]
     assert argv[0] == "tutorial"
     assert argv[-len(extra) :] == extra
-
-
-def _printed_commands(output: str) -> list[list[str]]:
-    commands = []
-    for line in output.splitlines():
-        _, found, rest = line.partition("openadapt flow ")
-        if found:
-            commands.append(shlex.split(rest))
-    return commands
-
-
-def _option(argv: list[str], name: str) -> str:
-    return argv[argv.index(name) + 1]
-
-
-def test_drift_hint_replays_a_bundle_recorded_on_plain_mockmed(engine_calls):
-    """The tutorial bundle is recorded against MockMed's fault server.
-
-    `flow replay --drift` serves plain MockMed, which opens at the login
-    screen, so replaying the tutorial bundle halts at step_000 with or
-    without drift. The drift hint must record and compile its own demo on
-    plain MockMed and replay that bundle.
-    """
-    runner = CliRunner()
-    with runner.isolated_filesystem():
-        result = runner.invoke(cli_main, ["quickstart", "--out", "qs"])
-        root = Path("qs").resolve()
-
-    assert result.exit_code == 0, result.output
-    assert "fail-safe" not in result.output
-    commands = _printed_commands(result.output)
-    drift_replays = [
-        argv for argv in commands if argv[0] == "replay" and "--drift" in argv
-    ]
-    assert len(drift_replays) == 1, result.output
-    replay = drift_replays[0]
-    assert Path(replay[1]) != root / "bundle"
-
-    (record,) = [argv for argv in commands if argv[0] == "demo-record"]
-    (compile_,) = [argv for argv in commands if argv[0] == "compile"]
-    assert compile_[1] == _option(record, "--out")
-    assert replay[1] == _option(compile_, "--out")
-    assert (
-        result.output.index("flow demo-record")
-        < result.output.index("flow compile")
-        < result.output.index("--drift")
-    )
diff --git a/tests/test_cli_shell_hints.py b/tests/test_cli_shell_hints.py
index 86b3f50ad3..443f323296 100644
--- a/tests/test_cli_shell_hints.py
+++ b/tests/test_cli_shell_hints.py
@@ -33,26 +33,15 @@ def supported_python(monkeypatch):
     monkeypatch.setattr("openadapt.cli._python_minor", lambda: cli._SUPPORTED_PYTHON[1])
 
 
-def _quickstart_output(monkeypatch, out: Path) -> str:
-    monkeypatch.setattr("openadapt.cli._invoke_flow", lambda _argv: 0)
-    monkeypatch.setattr(
-        "openadapt.cli._flow_tutorial_options", lambda: frozenset(), raising=False
-    )
-    result = CliRunner().invoke(cli_main, ["quickstart", "--out", str(out)])
-    assert result.exit_code == 0, result.output
-    return result.output
+def _commands(root: Path) -> list[str]:
+    """The quickstart's printed commands that carry its output path."""
+    from openadapt.quickstart import next_steps
+    from openadapt.quickstart.engine import SealFacts
+    from openadapt.quickstart.story import Outcome
 
-
-def _commands(output: str, tmp_path: Path) -> list[str]:
-    """Return each printed `openadapt ...` command that carries a path."""
-    commands = []
-    for line in output.splitlines():
-        start = line.find("openadapt ")
-        if start >= 0 and str(tmp_path) in line:
-            commands.append(line[start:])
-    # lint, quickstart --break-it, demo-record, compile, replay.
-    assert len(commands) == 5, output
-    return commands
+    outcome = Outcome(root=root, seal=SealFacts("seal-ed25519-0", 5))
+    steps = next_steps(cli._hint, cli._shell_quote, False)(outcome)
+    return [steps.verify, steps.agent]
 
 
 def test_posix_quickstart_hints_keep_a_spaced_path_in_one_argument(
@@ -61,18 +50,10 @@ def test_posix_quickstart_hints_keep_a_spaced_path_in_one_argument(
     monkeypatch.setattr("sys.platform", "darwin")
     root = tmp_path / "dir with space" / "qs"
 
-    output = _quickstart_output(monkeypatch, root)
+    verify, agent = _commands(root)
 
-    commands = _commands(output, tmp_path)
-    lint = next(c for c in commands if " lint " in c)
-    assert shlex.split(lint)[-1] == str(root / "bundle")
-    break_it = next(c for c in commands if "--break-it" in c)
-    assert shlex.split(break_it)[-1] == f"{root}-break-it"
-    for command in commands:
-        argv = shlex.split(command)
-        paths = [arg for arg in argv if arg.startswith(str(tmp_path))]
-        assert paths, command
-        assert all("dir with space" in arg for arg in paths), command
+    assert shlex.split(verify)[-1] == str(root)
+    assert shlex.split(agent)[-1] == str(root / "bundle")
 
 
 def test_windows_quickstart_hints_double_quote_a_spaced_path(
@@ -81,9 +62,7 @@ def test_windows_quickstart_hints_double_quote_a_spaced_path(
     monkeypatch.setattr("sys.platform", "win32")
     root = tmp_path / "dir with space" / "qs"
 
-    output = _quickstart_output(monkeypatch, root)
-
-    for command in _commands(output, tmp_path):
+    for command in _commands(root):
         assert "'" not in command, command
         tokens = shlex.split(command, posix=False)
         paths = [t for t in tokens if str(tmp_path) in t]
diff --git a/tests/test_cli_smoke.py b/tests/test_cli_smoke.py
index ea0aae7ce5..2c35cb4dd8 100644
--- a/tests/test_cli_smoke.py
+++ b/tests/test_cli_smoke.py
@@ -77,7 +77,15 @@ def test_version_command():
     assert result.exit_code == 0
 
 
-def test_quickstart_runs_one_local_lifecycle_without_overwriting(monkeypatch):
+@pytest.fixture()
+def engine_tutorial(monkeypatch):
+    """Select the engine's own tutorial (the path for older Flow releases)."""
+    monkeypatch.setattr("openadapt.cli._flow_runs_quickstart", lambda: False)
+
+
+def test_quickstart_runs_one_local_lifecycle_without_overwriting(
+    engine_tutorial, monkeypatch
+):
     calls = []
     monkeypatch.setattr(
         "openadapt.cli._invoke_flow",
@@ -93,10 +101,10 @@ def test_quickstart_runs_one_local_lifecycle_without_overwriting(monkeypatch):
     assert calls[0][0] == "tutorial"
     assert calls[0][1] == "--out"
     assert calls[0][3:] == ["--name", "local-quickstart"]
-    assert "openadapt quickstart --break-it" in result.output
+    assert "Run evidence:" in result.output
 
 
-def test_quickstart_forwards_the_headed_tutorial_option(monkeypatch):
+def test_quickstart_forwards_the_headed_tutorial_option(engine_tutorial, monkeypatch):
     calls = []
     monkeypatch.setattr(
         "openadapt.cli._invoke_flow",
@@ -131,6 +139,7 @@ def invoke(argv):
 
 
 def test_quickstart_forwards_the_break_it_option_and_names_the_evidence(
+    engine_tutorial,
     monkeypatch,
 ):
     calls = []
@@ -155,7 +164,6 @@ def test_quickstart_forwards_the_break_it_option_and_names_the_evidence(
     assert calls[0][0] == "tutorial"
     assert calls[0][-1] == "--break-it"
     assert "run-broken" in result.output
-    assert "HALTED" in result.output
     # The halted rerun ends RECONCILIATION_REQUIRED. Nothing may claim the
     # store is unchanged or that a retry is safe.
     assert "unchanged" not in result.output
@@ -197,7 +205,7 @@ def test_quickstart_forwards_the_break_it_option_and_names_the_evidence(
     ],
 )
 def test_quickstart_derives_the_halted_rerun_result_from_its_report(
-    monkeypatch, report_text, expected
+    engine_tutorial, monkeypatch, report_text, expected
 ):
     calls = []
     monkeypatch.setattr(
@@ -218,7 +226,7 @@ def test_quickstart_derives_the_halted_rerun_result_from_its_report(
         assert "A save may have gone through" in result.output
 
 
-def test_quickstart_restores_the_operator_scrub_setting(monkeypatch):
+def test_quickstart_restores_the_operator_scrub_setting(engine_tutorial, monkeypatch):
     monkeypatch.setenv("OPENADAPT_FLOW_SCRUB", "auto")
     monkeypatch.setattr("openadapt.cli._invoke_flow", lambda _argv: 0)
 
@@ -230,7 +238,9 @@ def test_quickstart_restores_the_operator_scrub_setting(monkeypatch):
     assert os.environ["OPENADAPT_FLOW_SCRUB"] == "auto"
 
 
-def test_quickstart_retains_artifacts_when_the_engine_halts(monkeypatch):
+def test_quickstart_retains_artifacts_when_the_engine_halts(
+    engine_tutorial, monkeypatch
+):
     def halt_after_writing(argv):
         root = Path(argv[argv.index("--out") + 1])
         root.mkdir(parents=True)
diff --git a/tests/test_python_support.py b/tests/test_python_support.py
index 1566334527..a51b48e05c 100644
--- a/tests/test_python_support.py
+++ b/tests/test_python_support.py
@@ -353,6 +353,9 @@ def test_tutorial_next_step_prints_the_launcher_form(monkeypatch, supported_pyth
 
 
 def test_quickstart_next_step_prints_the_launcher_form(monkeypatch, supported_python):
+    # The engine's own tutorial (older Flow, or engine-only flags) prints its
+    # next steps; the launcher respells them.
+    monkeypatch.setattr("openadapt.cli._flow_runs_quickstart", lambda: False)
     _fake_flow(monkeypatch, "  openadapt-flow record --backend web --url <your app>")
 
     runner = CliRunner()
@@ -403,7 +406,16 @@ def missing(_name):
 def test_quickstart_offers_the_agent_command_only_when_it_works(
     monkeypatch, supported_python, serves
 ):
-    monkeypatch.setattr("openadapt.cli._invoke_flow", lambda _argv: 0)
+    from openadapt.quickstart.story import Outcome
+
+    printed = []
+
+    def fake(root, *, steps, **kwargs):
+        printed.append(steps(Outcome(root=root)).agent)
+        return Outcome(root=root)
+
+    monkeypatch.setattr("openadapt.cli._flow_runs_quickstart", lambda: True)
+    monkeypatch.setattr("openadapt.quickstart.run_quickstart", fake)
     monkeypatch.setattr("openadapt.cli._agent_serves_tutorial", lambda: serves)
 
     runner = CliRunner()
@@ -411,4 +423,6 @@ def test_quickstart_offers_the_agent_command_only_when_it_works(
         result = runner.invoke(cli_main, ["quickstart", "--out", "qs"])
 
     assert result.exit_code == 0, result.output
-    assert ("openadapt agent serve --allow-run" in result.output) is serves
+    assert (printed == ["openadapt agent serve --allow-run"]) is serves
+    if not serves:
+        assert printed == ["openadapt agent serve --bundles qs/bundle"]
diff --git a/tests/test_quickstart.py b/tests/test_quickstart.py
new file mode 100644
index 0000000000..8dea5b3ee8
--- /dev/null
+++ b/tests/test_quickstart.py
@@ -0,0 +1,753 @@
+"""`openadapt quickstart`: three acts, plain and live output, honest numbers.
+
+The story runs against a fake engine here, so these tests take milliseconds.
+The fake returns whatever facts a test gives it, and the output must follow:
+nothing the quickstart prints may be a constant standing in for a run. The
+real run is covered by ``test_real_quickstart`` (opt in with
+``OPENADAPT_REAL_QUICKSTART=1``) and the weekly quickstart-lifecycle job.
+"""
+
+from __future__ import annotations
+
+import io
+import json
+import os
+import shlex
+import struct
+import subprocess
+import sys
+import threading
+import time
+import zlib
+from dataclasses import replace
+from pathlib import Path
+from typing import Optional
+
+import pytest
+from click.testing import CliRunner
+
+from openadapt import cli
+from openadapt.quickstart import next_steps, run_quickstart
+from openadapt.quickstart.engine import (
+    RUN_NOTES,
+    BreakFacts,
+    DemoStep,
+    RunFacts,
+    SealFacts,
+    StepTicker,
+    demo_step_label,
+)
+from openadapt.quickstart.images import (
+    ITERM2,
+    KITTY,
+    beside_image,
+    detect_image_protocol,
+    image_sequence,
+)
+from openadapt.quickstart.story import NextSteps, Outcome, run_story
+from openadapt.quickstart.view import Marks, PlainView, RichView, make_view
+
+SNAPSHOT = Path(__file__).parent / "snapshots" / "quickstart_plain.snapshot"
+
+DEMO = [
+    ("Click Open", 0.4),
+    ("Click New Encounter", 0.7),
+    ("Click Triage", 0.9),
+    ("Click Note", 1.1),
+    ('Type "Synthetic follow-up in two weeks"', 1.3),
+    ("Click Save Encounter", 1.6),
+]
+
+
+def _png(path: Path, width: int = 64, height: int = 32) -> Path:
+    def chunk(tag: bytes, data: bytes) -> bytes:
+        crc = zlib.crc32(tag + data) & 0xFFFFFFFF
+        return struct.pack(">I", len(data)) + tag + data + struct.pack(">I", crc)
+
+    header = struct.pack(">IIBBBBB", width, height, 8, 2, 0, 0, 0)
+    rows = b"".join(b"\x00" + b"\x80" * (width * 3) for _ in range(height))
+    path.write_bytes(
+        b"\x89PNG\r\n\x1a\n"
+        + chunk(b"IHDR", header)
+        + chunk(b"IDAT", zlib.compress(rows))
+        + chunk(b"IEND", b"")
+    )
+    return path
+
+
+def _run(root: Path, index: int, **overrides) -> RunFacts:
+    facts = RunFacts(
+        index=index,
+        note=RUN_NOTES[index - 1],
+        run_dir=root / f"run-{index}",
+        execution_outcome="VERIFIED",
+        transaction_outcome="VERIFIED",
+        checked=True,
+        records=1,
+        model_calls=0,
+        cost_usd=0.0,
+        effects_required=2,
+        effects_confirmed=2,
+        seconds=2.5 + index / 10,
+        plain_label="Done and checked",
+    )
+    return replace(facts, **overrides)
+
+
+def _broken(root: Path, **overrides) -> BreakFacts:
+    facts = BreakFacts(
+        run_dir=root / "run-broken",
+        fault="optimistic",
+        execution_outcome="HALTED",
+        transaction_outcome="RECONCILIATION_REQUIRED",
+        screen_showed_success=True,
+        screen_text="Encounter saved — Synthetic follow-up in two weeks",
+        screenshot=None,
+        new_records=0,
+        effects_required=2,
+        effects_refuted=1,
+        halt_reason="record_written refuted",
+        model_calls=0,
+        seconds=7.7,
+    )
+    return replace(facts, **overrides)
+
+
+class FakeEngine:
+    """Stands in for the browser and the engine; returns the facts it's given."""
+
+    def __init__(
+        self,
+        root: Path,
+        *,
+        visible: bool = False,
+        runs: Optional[dict[int, dict]] = None,
+        broken: Optional[dict] = None,
+        program_steps: int = 6,
+        seal: Optional[SealFacts] = SealFacts("seal-ed25519-0123456789abcdef", 5),
+        page: bool = True,
+        demo=DEMO,
+        note_param: bool = True,
+        **_ignored,
+    ) -> None:
+        self._note_param = note_param
+        self.root = root
+        self.visible = visible
+        self._runs = runs or {}
+        self._broken = broken or {}
+        self._program_steps = program_steps
+        self._seal = seal
+        self._page = page
+        self._demo = demo
+        self.calls: list[str] = []
+
+    def __enter__(self):
+        self.calls.append("enter")
+        return self
+
+    def __exit__(self, *exc):
+        self.calls.append("exit")
+
+    def record(self, on_step):
+        self.calls.append("record")
+        steps = [DemoStep(label, at) for label, at in self._demo]
+        for step in steps:
+            on_step(step)
+        return steps
+
+    def compile(self):
+        self.calls.append("compile")
+        return self._program_steps
+
+    @property
+    def program_name(self):
+        return "local-quickstart"
+
+    def note_param(self):
+        return self._note_param
+
+    def run(self, index, note):
+        self.calls.append(f"run {index}")
+        return _run(self.root, index, **self._runs.get(index, {}))
+
+    def break_it(self):
+        self.calls.append("break")
+        return _broken(self.root, **self._broken)
+
+    def seal(self, runs):
+        self.calls.append("seal")
+        if self._seal is None:
+            return None
+        return SealFacts(self._seal.key_id, sum(1 for run in runs if run.checked))
+
+    def write_page(self, first, broken):
+        self.calls.append("page")
+        return self.root / "index.html" if self._page else None
+
+
+def _clock(step: float = 0.5):
+    now = [0.0]
+
+    def tick() -> float:
+        now[0] += step
+        return now[0]
+
+    return tick
+
+
+def _steps(outcome: Outcome) -> NextSteps:
+    return next_steps(cli._hint, cli._shell_quote, True)(outcome)
+
+
+def _plain(engine, **kwargs) -> tuple[str, Outcome]:
+    stream = io.StringIO()
+    outcome = run_story(
+        engine,
+        PlainView(stream),
+        next_steps=_steps,
+        clock=_clock(),
+        **kwargs,
+    )
+    return stream.getvalue(), outcome
+
+
+@pytest.fixture()
+def root(tmp_path, monkeypatch):
+    monkeypatch.chdir(tmp_path)
+    monkeypatch.setattr(sys, "prefix", "/opt/openadapt-env")
+    return tmp_path / "openadapt-quickstart"
+
+
+# ---------------------------------------------------------------------------
+# Plain output (not a terminal)
+# ---------------------------------------------------------------------------
+
+
+def test_plain_output_matches_the_snapshot(root):
+    output, _ = _plain(FakeEngine(root))
+    if os.environ.get("UPDATE_SNAPSHOTS") == "1":
+        SNAPSHOT.parent.mkdir(exist_ok=True)
+        SNAPSHOT.write_text(output, encoding="utf-8")
+    assert output == SNAPSHOT.read_text(encoding="utf-8")
+
+
+def test_plain_output_runs_the_three_acts_in_order(root):
+    engine = FakeEngine(root)
+    output, _ = _plain(engine)
+    assert engine.calls == [
+        "enter",
+        "record",
+        "compile",
+        *(f"run {index}" for index in range(1, 6)),
+        "break",
+        "seal",
+        "page",
+        "exit",
+    ]
+    acts = [output.index(f"\n{n}  ") for n in (1, 2, 3)]
+    assert acts == sorted(acts)
+    assert "\x1b[" not in output
+
+
+def test_plain_output_has_no_internal_vocabulary(root):
+    output, _ = _plain(FakeEngine(root))
+    for term in (
+        "persistence boundary",
+        "effect contract",
+        "Seal Oracle",
+        "metering",
+        "billable",
+        "success rail",
+        "RECONCILIATION_REQUIRED",
+        "HALTED",
+        "VERIFIED",
+        "system of record",
+        "tier",
+        "fixture",
+    ):
+        assert term not in output, term
+
+
+def test_verbose_adds_the_engine_detail(root):
+    output, _ = _plain(FakeEngine(root), verbose=True)
+    assert "transaction RECONCILIATION_REQUIRED" in output
+    assert "engine: record_written refuted" in output
+    assert str(root / "run-1" / "REPORT.md") in output
+
+
+def test_finale_is_at_most_twelve_lines_with_exactly_two_next_steps(root):
+    output, _ = _plain(FakeEngine(root))
+    finale = output[output.index("\nReceipt\n") + 1 :].rstrip("\n").splitlines()
+    assert len(finale) <= 12, finale
+    assert [line for line in finale if line.startswith(("Try it", "Give your"))] == [
+        "Try it on your own app: openadapt flow record --backend web --url "
+        "https://your-app.example --out my-task",
+        "Give your agent this as a tool: openadapt agent serve --allow-run",
+    ]
+    assert sum(1 for line in finale if line.startswith("Details: ")) == 1
+
+
+def test_no_break_skips_act_three(root):
+    engine = FakeEngine(root)
+    output, outcome = _plain(engine, break_it=False)
+    assert "Break it" not in output
+    assert "break" not in engine.calls
+    assert "page" not in engine.calls
+    assert outcome.broken is None
+    assert "Receipt" in output
+
+
+# ---------------------------------------------------------------------------
+# Every number comes from the runs
+# ---------------------------------------------------------------------------
+
+
+def test_numbers_follow_the_runs(root):
+    engine = FakeEngine(
+        root,
+        program_steps=9,
+        runs={
+            2: {"model_calls": 3, "cost_usd": 0.04, "seconds": 11.25},
+            4: {
+                "checked": False,
+                "execution_outcome": "HALTED",
+                "transaction_outcome": "HALTED_BEFORE_EFFECT",
+                "plain_label": "Stopped before saving",
+            },
+        },
+        demo=[("Click Go", 0.25), ('Type "x"', 3.75)],
+    )
+    output, outcome = _plain(engine)
+
+    assert "Compiled into a program: 9 steps." in output
+    assert "Click Go" in output and "3.8s" in output
+    assert "11.2s" in output  # run 2's own time
+    assert "■ Stopped before saving" in output
+    assert "4 of 5 saved and checked · 3 AI calls · $0.04" in output
+    assert "5 of 5" not in output
+    assert "0 AI calls" not in output
+    assert "Seal       seal-ed25519-0123456789abcdef · 4 reports signed" in output
+    assert outcome.checked == 4
+
+
+def test_the_aha_line_appears_only_when_the_run_showed_it(root):
+    shown, _ = _plain(FakeEngine(root))
+    assert (
+        'The screen said "Encounter saved". The database had nothing. A bot that '
+        "trusts the screen reports Done. OpenAdapt stopped." in shown
+    )
+
+    landed, _ = _plain(FakeEngine(root, broken={"new_records": 1}))
+    assert "The database had nothing" not in landed
+    assert "1 new record" in landed
+
+    quiet, _ = _plain(FakeEngine(root, broken={"screen_showed_success": False}))
+    assert "A screen-trusting bot" not in quiet
+    assert "reports Done" not in quiet
+
+    missed, _ = _plain(FakeEngine(root, broken={"execution_outcome": "VERIFIED"}))
+    assert "Stopped before reporting success" not in missed
+    assert "did not stop" in missed
+
+
+def test_an_engine_without_run_inputs_does_not_claim_new_notes(root):
+    output, _ = _plain(FakeEngine(root, note_param=False))
+    assert "new notes" not in output
+    assert "2  Run it · the program, 5 times" in output
+
+
+def test_no_seal_means_no_seal_line_and_no_verify_command(root):
+    output, _ = _plain(FakeEngine(root, seal=None))
+    assert "Seal" not in output
+    assert "seal verify" not in output
+
+
+def test_quickstart_exit_code_follows_the_runs(monkeypatch, tmp_path):
+    def fake(root, **kwargs):
+        outcome = Outcome(root=root)
+        outcome.runs = [_run(root, 1), _run(root, 2, checked=False)]
+        return outcome
+
+    monkeypatch.setattr("openadapt.quickstart.run_quickstart", fake)
+    monkeypatch.setattr("openadapt.cli._flow_runs_quickstart", lambda: True)
+    with CliRunner().isolated_filesystem(temp_dir=tmp_path):
+        result = CliRunner().invoke(cli.main, ["quickstart", "--out", "qs"])
+    assert result.exit_code == 1
+
+
+# ---------------------------------------------------------------------------
+# Interactive prompt
+# ---------------------------------------------------------------------------
+
+
+def test_no_prompt_without_a_terminal(root, monkeypatch):
+    monkeypatch.setattr(
+        "builtins.input", lambda *a: pytest.fail("prompted without a terminal")
+    )
+    monkeypatch.setattr("openadapt.quickstart.engine.FlowEngine", FakeEngine)
+    monkeypatch.setattr("openadapt.quickstart.engine.display_available", lambda: False)
+    stream = io.StringIO()
+    run_quickstart(
+        root, visible=False, break_it=True, verbose=False, steps=_steps, stream=stream
+    )
+    assert "Press Enter" not in stream.getvalue()
+    assert "Break it" in stream.getvalue()
+
+
+def test_a_terminal_gets_the_prompt_and_waiting_is_not_counted(root, monkeypatch):
+    asked = []
+
+    def enter(*args):
+        asked.append(True)
+        time.sleep(0.01)
+        return ""
+
+    monkeypatch.setattr("builtins.input", enter)
+    clock_values = iter([0.0, 1.0, 2.0, 3.0, 4.0, 5.0, 105.0, 106.0])
+    stream = io.StringIO()
+    outcome = run_story(
+        FakeEngine(root),
+        PlainView(stream),
+        next_steps=_steps,
+        interactive=True,
+        clock=lambda: next(clock_values),
+    )
+    assert asked == [True]
+    assert "Press Enter to make the next save fail silently" in stream.getvalue()
+    # 106 s elapsed, 100 s of it waiting at the prompt.
+    assert outcome.total_seconds == pytest.approx(6.0)
+
+
+def test_end_of_input_at_the_prompt_continues(root, monkeypatch):
+    def eof(*args):
+        raise EOFError
+
+    monkeypatch.setattr("builtins.input", eof)
+    output = io.StringIO()
+    outcome = run_story(
+        FakeEngine(root), PlainView(output), next_steps=_steps, interactive=True
+    )
+    assert outcome.broken is not None
+
+
+# ---------------------------------------------------------------------------
+# Choosing a view
+# ---------------------------------------------------------------------------
+
+
+class _Terminal(io.StringIO):
+    encoding = "utf-8"
+
+    def isatty(self) -> bool:
+        return True
+
+
+@pytest.mark.parametrize(
+    ("stream", "environ", "plain"),
+    [
+        (io.StringIO(), {}, True),
+        (_Terminal(), {}, False),
+        (_Terminal(), {"NO_COLOR": "1"}, True),
+        (_Terminal(), {"NO_COLOR": ""}, False),
+        (_Terminal(), {"TERM": "dumb"}, True),
+    ],
+)
+def test_plain_lines_off_a_terminal_or_without_color(stream, environ, plain):
+    view = make_view(stream, environ=environ)
+    assert isinstance(view, PlainView) is plain
+
+
+def test_terminals_without_unicode_get_ascii_marks(root):
+    stream = io.TextIOWrapper(io.BytesIO(), encoding="cp1252")
+    view = PlainView(stream)
+    assert (view.marks.ok, view.marks.stop) == ("OK", "STOP")
+    assert Marks("utf-8").ok == "✓"
+
+
+# ---------------------------------------------------------------------------
+# Live terminal view
+# ---------------------------------------------------------------------------
+
+
+def _rich(root, environ, **engine_kwargs) -> str:
+    stream = _Terminal()
+    view = RichView(stream, environ=environ, width=110)
+    run_story(
+        FakeEngine(root, **engine_kwargs),
+        view,
+        next_steps=_steps,
+        clock=_clock(),
+    )
+    return stream.getvalue()
+
+
+def test_terminal_view_renders_color_boxes_and_the_comparison(root):
+    output = _rich(root, {"TERM_PROGRAM": "Apple_Terminal"})
+    assert "\x1b[" in output
+    assert "╭─ Receipt" in output
+    assert "What the screen showed" in output
+    assert "Encounter saved — Synthetic" in output
+    assert "What the database showed" in output
+    assert "0 new records" in output
+    assert "A screen-trusting bot" in output and "✓ Done" in output
+    assert "■ Stopped before reporting success" in output
+    assert "\x1b]1337;" not in output and "\x1b_G" not in output
+
+
+@pytest.mark.parametrize(
+    ("environ", "marker"),
+    [
+        ({"TERM_PROGRAM": "iTerm.app"}, "\x1b]1337;File=inline=1;"),
+        ({"TERM_PROGRAM": "WezTerm"}, "\x1b]1337;File=inline=1;"),
+        ({"KITTY_WINDOW_ID": "1", "TERM": "xterm-kitty"}, "\x1b_Ga=T,f=100"),
+        ({"TERM_PROGRAM": "ghostty"}, "\x1b_Ga=T,f=100"),
+    ],
+)
+def test_terminal_view_draws_the_screenshot_where_supported(root, environ, marker):
+    root.mkdir()
+    shot = _png(root / "shot.png", 1280, 800)
+    output = _rich(root, environ, broken={"screenshot": shot})
+    assert marker in output
+    assert "What the database showed" in output
+    # The text box is the fallback, not drawn as well.
+    assert "╭─ What the screen showed" not in output
+
+
+def test_terminal_view_falls_back_when_the_screenshot_is_missing(root):
+    output = _rich(root, {"TERM_PROGRAM": "iTerm.app"}, broken={"screenshot": None})
+    assert "\x1b]1337;" not in output
+    assert "╭─ What the screen showed" in output
+
+
+# ---------------------------------------------------------------------------
+# Image protocol detection
+# ---------------------------------------------------------------------------
+
+
+@pytest.mark.parametrize(
+    ("environ", "isatty", "expected"),
+    [
+        ({"TERM_PROGRAM": "iTerm.app"}, True, ITERM2),
+        ({"LC_TERMINAL": "iTerm2"}, True, ITERM2),
+        ({"TERM_PROGRAM": "WezTerm"}, True, ITERM2),
+        ({"KITTY_WINDOW_ID": "3"}, True, KITTY),
+        ({"TERM": "xterm-kitty"}, True, KITTY),
+        ({"TERM_PROGRAM": "ghostty"}, True, KITTY),
+        ({"TERM": "xterm-ghostty"}, True, KITTY),
+        ({"TERM_PROGRAM": "Apple_Terminal"}, True, None),
+        ({"TERM_PROGRAM": "vscode"}, True, None),
+        ({}, True, None),
+        ({"TERM_PROGRAM": "iTerm.app"}, False, None),
+        ({"TERM_PROGRAM": "iTerm.app", "TMUX": "/tmp/tmux"}, True, None),
+        ({"TERM_PROGRAM": "iTerm.app", "TERM": "screen-256color"}, True, None),
+        ({"TERM_PROGRAM": "iTerm.app", "OPENADAPT_INLINE_IMAGES": "0"}, True, None),
+        ({"TMUX": "x", "OPENADAPT_INLINE_IMAGES": "kitty"}, True, KITTY),
+    ],
+)
+def test_image_protocol_detection(environ, isatty, expected):
+    assert detect_image_protocol(environ, isatty=isatty) == expected
+
+
+def test_kitty_payload_is_chunked():
+    sequence = image_sequence(b"x" * 10_000, KITTY, cols=40, rows=10)
+    chunks = sequence.split("\x1b\\")[:-1]
+    assert len(chunks) > 1
+    assert chunks[0].startswith("\x1b_Ga=T,f=100,q=2,c=40,r=10,m=1;")
+    assert chunks[-1].startswith("\x1b_Gm=0;")
+    assert all(len(chunk.split(";", 1)[1]) <= 4096 for chunk in chunks)
+
+
+def test_beside_image_reserves_rows_and_offsets_the_text():
+    block = beside_image("IMG", ["one", "two"], indent=3, cols=40, rows=4)
+    assert block.startswith("\n" * 4 + "\x1b[4A")
+    assert "\x1b7\x1b[3CIMG\x1b8" in block
+    assert "\r\x1b[46Cone\n" in block and "\r\x1b[46Ctwo\n" in block
+    assert block.count("\n") == 4 + 4
+
+
+# ---------------------------------------------------------------------------
+# The demonstration ticker reads the recorder's own log
+# ---------------------------------------------------------------------------
+
+
+@pytest.mark.parametrize(
+    ("event", "label"),
+    [
+        (
+            {"kind": "click", "structural": {"name": "Save Encounter"}},
+            "Click Save Encounter",
+        ),
+        ({"kind": "click"}, "Click"),
+        ({"kind": "type", "text": "hello"}, 'Type "hello"'),
+        ({"kind": "key", "key": "Enter"}, "Press Enter"),
+        ({"kind": "scroll"}, None),
+    ],
+)
+def test_demo_step_labels(event, label):
+    assert demo_step_label(event) == label
+
+
+def test_step_ticker_reports_steps_as_the_recorder_writes_them(tmp_path):
+    events = tmp_path / "events.jsonl"
+    seen: list[DemoStep] = []
+    lines = [
+        {"kind": "click", "structural": {"name": "Open"}, "t": 0.31},
+        {"kind": "type", "text": "note", "t": 1.02},
+    ]
+
+    def write():
+        for line in lines:
+            with events.open("a", encoding="utf-8") as handle:
+                handle.write(json.dumps(line))
+                time.sleep(0.02)  # a half-written line must wait
+                handle.write("\n")
+            time.sleep(0.08)
+
+    with StepTicker(events, seen.append) as ticker:
+        writer = threading.Thread(target=write)
+        writer.start()
+        time.sleep(0.05)
+        writer.join()
+    assert [(s.label, s.seconds) for s in seen] == [
+        ("Click Open", 0.31),
+        ('Type "note"', 1.02),
+    ]
+    assert ticker.steps == seen
+
+
+# ---------------------------------------------------------------------------
+# Printed commands work as printed
+# ---------------------------------------------------------------------------
+
+
+def _seal_available() -> bool:
+    try:
+        import openadapt_flow.offline_seal  # noqa: F401
+    except ImportError:
+        return False
+    return True
+
+
+def _console_script() -> Optional[str]:
+    candidate = Path(sys.executable).parent / (
+        "openadapt.exe" if os.name == "nt" else "openadapt"
+    )
+    return str(candidate) if candidate.exists() else None
+
+
+def test_uvx_spelling_reaches_every_printed_command(root, monkeypatch):
+    monkeypatch.setattr(sys, "prefix", "/Users/x/.cache/uv/archive-v0/abc")
+    outcome = Outcome(root=root, seal=SealFacts("k", 5))
+    steps = next_steps(cli._hint, cli._shell_quote, True)(outcome)
+    py = f"{sys.version_info[0]}.{sys.version_info[1]}"
+    for command in (steps.verify, steps.record, steps.agent):
+        assert command.startswith(f"uvx --python {py} openadapt "), command
+
+
+def test_every_printed_command_answers_help_in_a_fresh_environment(tmp_path):
+    """Run each next-step command as printed, plus --help, in a new process.
+
+    The agent command is the one the launcher would print with the installed
+    agent. The Seal check is printed only when the engine can sign Seals, so
+    it is tested only then.
+    """
+    pytest.importorskip("openadapt_flow", reason="openadapt-flow not installed")
+    executable = _console_script()
+    if executable is None:
+        pytest.skip("the openadapt console script is not installed")
+    root = tmp_path / "openadapt-quickstart"
+    root.mkdir()
+    outcome = Outcome(root=root, seal=SealFacts("k", 1) if _seal_available() else None)
+    steps = next_steps(cli._hint, cli._shell_quote, cli._agent_serves_tutorial())(
+        outcome
+    )
+    commands = [steps.record, steps.agent] + ([steps.verify] if steps.verify else [])
+    env = {
+        "PATH": os.environ.get("PATH", ""),
+        "HOME": str(tmp_path),
+        "OPENADAPT_SEAL_HOME": str(tmp_path / "seal"),
+        "SYSTEMROOT": os.environ.get("SYSTEMROOT", ""),
+    }
+    for command in commands:
+        argv = shlex.split(command)
+        assert argv[0] == "openadapt", command
+        result = subprocess.run(
+            [executable, *argv[1:], "--help"],
+            cwd=tmp_path,
+            env=env,
+            capture_output=True,
+            text=True,
+            timeout=120,
+        )
+        assert result.returncode == 0, (command, result.stdout, result.stderr)
+        assert "usage" in (result.stdout + result.stderr).lower(), command
+
+
+def test_seal_verify_checks_each_sealed_run_in_a_folder(tmp_path, monkeypatch):
+    if not _seal_available():
+        pytest.skip("this openadapt-flow cannot sign offline Seals")
+    from openadapt_flow.offline_seal import seal_run, signer_for
+
+    monkeypatch.setenv("OPENADAPT_SEAL_HOME", str(tmp_path / "seal"))
+    root = tmp_path / "openadapt-quickstart"
+    signer = signer_for(tmp_path / "seal")
+    for index in (1, 2):
+        run = root / f"run-{index}"
+        run.mkdir(parents=True)
+        (run / "report.json").write_text(
+            json.dumps({"execution_outcome": "VERIFIED", "n": index}),
+            encoding="utf-8",
+        )
+        seal_run(run, home=tmp_path / "seal", enqueue=False, signer=signer)
+    (root / "bundle").mkdir()
+
+    result = CliRunner().invoke(cli.main, ["seal", "verify", str(root)])
+    assert result.exit_code == 0, result.output
+    assert "run-1  valid" in result.output and "2 of 2 valid" in result.output
+
+    (root / "run-2" / "report.json").write_text("{}", encoding="utf-8")
+    result = CliRunner().invoke(cli.main, ["seal", "verify", str(root)])
+    assert result.exit_code == 1
+    assert "run-2  not valid" in result.output and "1 of 2 valid" in result.output
+
+
+def test_seal_verify_names_a_folder_with_no_sealed_run(tmp_path):
+    result = CliRunner().invoke(cli.main, ["seal", "verify", str(tmp_path)])
+    assert result.exit_code == 1
+    assert "no sealed run" in result.output
+
+
+# ---------------------------------------------------------------------------
+# The real thing
+# ---------------------------------------------------------------------------
+
+
+@pytest.mark.real_quickstart
+@pytest.mark.skipif(
+    os.environ.get("OPENADAPT_REAL_QUICKSTART") != "1",
+    reason="set OPENADAPT_REAL_QUICKSTART=1 to drive a real browser (~30 s)",
+)
+def test_real_quickstart(tmp_path, monkeypatch):
+    monkeypatch.chdir(tmp_path)
+    monkeypatch.setenv("OPENADAPT_SEAL_HOME", str(tmp_path / "seal"))
+    root = tmp_path / "openadapt-quickstart"
+    stream = io.StringIO()
+    outcome = run_quickstart(
+        root,
+        visible=False,
+        break_it=True,
+        verbose=False,
+        steps=_steps,
+        stream=stream,
+        interactive=False,
+    )
+    output = stream.getvalue()
+    assert outcome.checked == len(RUN_NOTES), output
+    assert outcome.model_calls == 0
+    assert outcome.broken is not None and outcome.broken.stopped
+    assert outcome.broken.new_records == 0
+    assert f"{len(RUN_NOTES)} of {len(RUN_NOTES)} saved and checked" in output
+    for index in range(1, len(RUN_NOTES) + 1):
+        report = json.loads((root / f"run-{index}" / "report.json").read_text())
+        assert report["execution_outcome"] == "VERIFIED"
+        assert report["params"]["note"] in output
diff --git a/tests/test_quickstart_lifecycle.py b/tests/test_quickstart_lifecycle.py
index 64ebef1be3..2c2d127e0e 100644
--- a/tests/test_quickstart_lifecycle.py
+++ b/tests/test_quickstart_lifecycle.py
@@ -22,8 +22,8 @@ def _module():
     return module
 
 
-def _write_verified_quickstart(root: Path) -> None:
-    run = root / "run"
+def _write_verified_quickstart(root: Path, name: str = "run-1") -> None:
+    run = root / name
     run.mkdir(parents=True)
     (run / "report.json").write_text(
         json.dumps(
@@ -53,12 +53,15 @@ def test_inspector_requires_a_verified_standard_effect(tmp_path):
     lifecycle = _module()
     _write_verified_quickstart(tmp_path)
 
+    _write_verified_quickstart(tmp_path, "run-2")
+
     summary = lifecycle._inspect_quickstart(tmp_path)
 
     assert summary["outcome"] == "VERIFIED"
     assert summary["effect_contracts"] == 2
+    assert summary["verified_runs"] == 2
 
-    report = tmp_path / "run" / "report.json"
+    report = tmp_path / "run-2" / "report.json"
     payload = json.loads(report.read_text(encoding="utf-8"))
     payload["transaction_outcome"] = "COMPLETED_UNVERIFIED"
     report.write_text(json.dumps(payload), encoding="utf-8")
@@ -66,6 +69,28 @@ def test_inspector_requires_a_verified_standard_effect(tmp_path):
         lifecycle._inspect_quickstart(tmp_path)
 
 
+def test_inspector_reads_the_engine_tutorial_layout(tmp_path):
+    lifecycle = _module()
+    _write_verified_quickstart(tmp_path, "run")
+    assert lifecycle._inspect_quickstart(tmp_path)["verified_runs"] == 1
+
+
+def test_inspector_requires_the_silent_failure_to_stop(tmp_path):
+    lifecycle = _module()
+    _write_verified_quickstart(tmp_path)
+    broken = tmp_path / "run-broken"
+    broken.mkdir()
+    (broken / "report.json").write_text(
+        json.dumps({"execution_outcome": "HALTED"}), encoding="utf-8"
+    )
+    assert lifecycle._inspect_quickstart(tmp_path)["silent_failure_stopped"] is True
+    (broken / "report.json").write_text(
+        json.dumps({"execution_outcome": "VERIFIED"}), encoding="utf-8"
+    )
+    with pytest.raises(AssertionError, match="not caught"):
+        lifecycle._inspect_quickstart(tmp_path)
+
+
 def test_zero_exit_with_an_unhandled_async_error_fails(tmp_path, monkeypatch):
     lifecycle = _module()
     monkeypatch.setattr(

From f28055dfd75345c327dcdff97029f779736c1821 Mon Sep 17 00:00:00 2001
From: abrichr <richard.abrich@mldsai.com>
Date: Tue, 20 Oct 2026 00:16:57 -0400
Subject: [PATCH 02/14] fix(cli): help and the Python remedy point at plain
 openadapt quickstart

Breaking a save is now the quickstart's last act by default; --break-it
stays as a hidden alias, so documented commands keep working.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
---
 docs/quickstart/quickstart.tape | 33 +++++++++++++++++++++++++++++++++
 openadapt/cli.py                |  8 ++------
 tests/test_cli_smoke.py         |  3 +--
 3 files changed, 36 insertions(+), 8 deletions(-)
 create mode 100644 docs/quickstart/quickstart.tape

diff --git a/docs/quickstart/quickstart.tape b/docs/quickstart/quickstart.tape
new file mode 100644
index 0000000000..d8033ce25f
--- /dev/null
+++ b/docs/quickstart/quickstart.tape
@@ -0,0 +1,33 @@
+# Records docs/quickstart/quickstart.gif with VHS (https://github.com/charmbracelet/vhs, MIT).
+#
+#   PATH="$PWD/.venv/bin:$PATH" vhs docs/quickstart/quickstart.tape
+#
+# The browser stays hidden (no display in the recording) and the side-by-side
+# page is not opened, so nothing appears outside the terminal. Everything else
+# is the real command, start to finish, at real speed.
+
+Output docs/quickstart/quickstart.gif
+
+Set Shell bash
+Set FontSize 15
+Set Width 1240
+Set Height 1060
+Set Padding 24
+Set Framerate 24
+Set TypingSpeed 45ms
+Set Theme "Builtin Dark"
+
+Hide
+Type "unset DISPLAY WAYLAND_DISPLAY; export SSH_CONNECTION=recording BROWSER=true OPENADAPT_SEAL_HOME=$(mktemp -d) PS1='$ '; cd $(mktemp -d) && clear"
+Enter
+Show
+
+Sleep 500ms
+Type "openadapt quickstart"
+Sleep 400ms
+Enter
+Wait+Screen@180s /Press Enter/
+Sleep 2s
+Enter
+Wait+Screen@180s /Give your agent/
+Sleep 6s
diff --git a/openadapt/cli.py b/openadapt/cli.py
index 0fd4777240..4b301b7f69 100644
--- a/openadapt/cli.py
+++ b/openadapt/cli.py
@@ -88,11 +88,7 @@ def main():
     \b
     Quick Start (Python 3.10-3.12):
         python -m pip install --upgrade openadapt
-        openadapt flow tutorial
-
-    \b
-    Halt demo:
-        openadapt quickstart --break-it
+        openadapt quickstart
 
     \b
     Manual Demo Lifecycle:
@@ -303,7 +299,7 @@ def _python_fix() -> str:
         "have it:\n"
         f"{installer}"
         "  uv tool install --python 3.12 openadapt\n"
-        f"Then run: openadapt quickstart --break-it{script}"
+        f"Then run: openadapt quickstart{script}"
     )
 
 
diff --git a/tests/test_cli_smoke.py b/tests/test_cli_smoke.py
index 2c35cb4dd8..4aaafe8fe1 100644
--- a/tests/test_cli_smoke.py
+++ b/tests/test_cli_smoke.py
@@ -816,8 +816,7 @@ def test_top_level_help_leads_with_flow():
     assert result.exit_code == 0
     # Quick Start headline and Commands listing both lead with flow.
     assert "openadapt flow demo-record" in result.output
-    assert "openadapt flow tutorial" in result.output
-    assert "openadapt quickstart --break-it" in result.output
+    assert "openadapt quickstart" in result.output
     # openadapt-agent 2.0.1 requires --bundles; the help names a command that
     # works with every released agent and every install method.
     assert "openadapt agent serve --bundles DIR --mode production" in result.output

From b3f167e1b931d12f7d31600d34ca1b00cd2a99ee Mon Sep 17 00:00:00 2001
From: abrichr <richard.abrich@mldsai.com>
Date: Tue, 20 Oct 2026 00:18:42 -0400
Subject: [PATCH 03/14] fix(quickstart): return focus to the terminal before
 asking for Enter

A visible browser on macOS takes focus and keeps it after its window
closes, so the Act 3 prompt's Enter would go to the browser. Also lists
openadapt seal verify FOLDER in CAPABILITIES.md.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
---
 CAPABILITIES.md                |  2 +-
 llms-full.txt                  |  2 +-
 openadapt/quickstart/engine.py | 33 +++++++++++++++++++++++++++++++++
 openadapt/quickstart/story.py  |  3 +++
 tests/test_quickstart.py       | 30 ++++++++++++++++++++++++++++++
 5 files changed, 68 insertions(+), 2 deletions(-)

diff --git a/CAPABILITIES.md b/CAPABILITIES.md
index 91b04f26bf..02fdfaf103 100644
--- a/CAPABILITIES.md
+++ b/CAPABILITIES.md
@@ -248,7 +248,7 @@ improvising or retrying when something is off.
 | Each package installs on its own within a size budget, checked in CI (privacy without desktop, capture without plotting) | On main ([#1270](https://github.com/OpenAdaptAI/OpenAdapt/pull/1270), [#1271](https://github.com/OpenAdaptAI/OpenAdapt/pull/1271), [#1279](https://github.com/OpenAdaptAI/OpenAdapt/pull/1279)) | CI | `.github/workflows/packages.yml` |
 | Encrypt PHI at rest: every bundle file that can hold patient data under one sealed index (unknown files refused), web recordings from the first frame, and the run directories of sealed bundles; compile, induce, scaffold-verifier, qualify, admit, run, resume and undo read them in memory and refuse without the key | On main | Synthetic (no-plaintext audit-hook test over record, compile and a VERIFIED run; per-frame cost measured) | `openadapt-flow seal`, `record`; [phi_at_rest.md](packages/flow/docs/phi_at_rest.md) |
 | Signed receipts (Seals), countersigned and timestamped, offline by default | Released | Unit tests, real TSA tokens | `openadapt-flow seal`, `countersign`, `local-seal` |
-| Offline Seals signed with a key the customer holds: a key file, the OS keychain, or a PKCS#11 token or HSM; pinned keys with rotation and revocation; no fallback to a generated key | On main ([#1392](https://github.com/OpenAdaptAI/OpenAdapt/pull/1392)) | Unit tests with synthetic data (keychain and PKCS#11 through stand-ins) | `openadapt-flow local-seal --key`, `local-seal key create`, `pin`, `revoke`; [OFFLINE_SEALS.md](packages/flow/docs/OFFLINE_SEALS.md#customer-held-keys) |
+| Offline Seals signed with a key the customer holds: a key file, the OS keychain, or a PKCS#11 token or HSM; pinned keys with rotation and revocation; no fallback to a generated key | On main ([#1392](https://github.com/OpenAdaptAI/OpenAdapt/pull/1392)) | Unit tests with synthetic data (keychain and PKCS#11 through stand-ins) | `openadapt-flow local-seal --key`, `local-seal key create`, `pin`, `revoke`; `openadapt seal verify FOLDER` checks every sealed run in a folder; [OFFLINE_SEALS.md](packages/flow/docs/OFFLINE_SEALS.md#customer-held-keys) |
 | Strict no-outbound mode and an unattended on-prem service | Released | Synthetic | `openadapt-flow no-outbound`, `service`; [ON_PREM.md](packages/flow/docs/ON_PREM.md) |
 
 ## Every command, by capability
diff --git a/llms-full.txt b/llms-full.txt
index 1f5423dc4b..dfb506c783 100644
--- a/llms-full.txt
+++ b/llms-full.txt
@@ -644,7 +644,7 @@ improvising or retrying when something is off.
 | Each package installs on its own within a size budget, checked in CI (privacy without desktop, capture without plotting) | On main ([#1270](https://github.com/OpenAdaptAI/OpenAdapt/pull/1270), [#1271](https://github.com/OpenAdaptAI/OpenAdapt/pull/1271), [#1279](https://github.com/OpenAdaptAI/OpenAdapt/pull/1279)) | CI | `.github/workflows/packages.yml` |
 | Encrypt PHI at rest: every bundle file that can hold patient data under one sealed index (unknown files refused), web recordings from the first frame, and the run directories of sealed bundles; compile, induce, scaffold-verifier, qualify, admit, run, resume and undo read them in memory and refuse without the key | On main | Synthetic (no-plaintext audit-hook test over record, compile and a VERIFIED run; per-frame cost measured) | `openadapt-flow seal`, `record`; [phi_at_rest.md](https://github.com/OpenAdaptAI/OpenAdapt/blob/main/packages/flow/docs/phi_at_rest.md) |
 | Signed receipts (Seals), countersigned and timestamped, offline by default | Released | Unit tests, real TSA tokens | `openadapt-flow seal`, `countersign`, `local-seal` |
-| Offline Seals signed with a key the customer holds: a key file, the OS keychain, or a PKCS#11 token or HSM; pinned keys with rotation and revocation; no fallback to a generated key | On main ([#1392](https://github.com/OpenAdaptAI/OpenAdapt/pull/1392)) | Unit tests with synthetic data (keychain and PKCS#11 through stand-ins) | `openadapt-flow local-seal --key`, `local-seal key create`, `pin`, `revoke`; [OFFLINE_SEALS.md](https://github.com/OpenAdaptAI/OpenAdapt/blob/main/packages/flow/docs/OFFLINE_SEALS.md#customer-held-keys) |
+| Offline Seals signed with a key the customer holds: a key file, the OS keychain, or a PKCS#11 token or HSM; pinned keys with rotation and revocation; no fallback to a generated key | On main ([#1392](https://github.com/OpenAdaptAI/OpenAdapt/pull/1392)) | Unit tests with synthetic data (keychain and PKCS#11 through stand-ins) | `openadapt-flow local-seal --key`, `local-seal key create`, `pin`, `revoke`; `openadapt seal verify FOLDER` checks every sealed run in a folder; [OFFLINE_SEALS.md](https://github.com/OpenAdaptAI/OpenAdapt/blob/main/packages/flow/docs/OFFLINE_SEALS.md#customer-held-keys) |
 | Strict no-outbound mode and an unattended on-prem service | Released | Synthetic | `openadapt-flow no-outbound`, `service`; [ON_PREM.md](https://github.com/OpenAdaptAI/OpenAdapt/blob/main/packages/flow/docs/ON_PREM.md) |
 
 ## Every command, by capability
diff --git a/openadapt/quickstart/engine.py b/openadapt/quickstart/engine.py
index d1dff6866b..9c51f9bd71 100644
--- a/openadapt/quickstart/engine.py
+++ b/openadapt/quickstart/engine.py
@@ -369,6 +369,18 @@ def run(self, index: int, note: Optional[str]) -> RunFacts:
 
     # -- act 3 ------------------------------------------------------------
 
+    def before_prompt(self) -> None:
+        """Give the keyboard back to the terminal before asking for Enter.
+
+        On macOS a visible browser takes focus when its window opens and keeps
+        it after the window closes, so Enter would go to the browser. The
+        terminal app's bundle ID is in the environment macOS gives programs
+        it starts; ``open -b`` brings that app forward without a permission
+        prompt. Elsewhere, or without the ID, nothing happens.
+        """
+
+        return_focus_to_terminal(visible=self.visible)
+
     def break_it(self) -> BreakFacts:
         """Rerun the same program while the database rejects the save."""
 
@@ -470,6 +482,26 @@ def write_page(self, first: RunFacts, broken: BreakFacts) -> Optional[Path]:
         return demo_proof.write_demo_page(evidence)
 
 
+def return_focus_to_terminal(
+    *, visible: bool, platform: Optional[str] = None, environ=None, run=None
+) -> bool:
+    """Bring the terminal app forward on macOS after a visible browser ran."""
+
+    import os
+    import subprocess
+    import sys
+
+    env = os.environ if environ is None else environ
+    bundle = env.get("__CFBundleIdentifier", "")
+    if not visible or (platform or sys.platform) != "darwin" or not bundle:
+        return False
+    try:
+        (run or subprocess.run)(["open", "-b", bundle], check=False, timeout=5)
+    except Exception:  # noqa: BLE001 - focus is a convenience only
+        return False
+    return True
+
+
 def display_available() -> bool:
     """True when a browser window (or tab) is likely to reach a person."""
 
@@ -496,4 +528,5 @@ def open_page(page: Path) -> bool:
     "display_available",
     "open_page",
     "read_screen_text",
+    "return_focus_to_terminal",
 ]
diff --git a/openadapt/quickstart/story.py b/openadapt/quickstart/story.py
index 7c4a6c899a..b13ad2613e 100644
--- a/openadapt/quickstart/story.py
+++ b/openadapt/quickstart/story.py
@@ -60,6 +60,8 @@ def note_param(self) -> bool: ...
 
     def run(self, index: int, note: Optional[str]) -> RunFacts: ...
 
+    def before_prompt(self) -> None: ...
+
     def break_it(self) -> BreakFacts: ...
 
     def seal(self, runs: list[RunFacts]) -> Optional[SealFacts]: ...
@@ -226,6 +228,7 @@ def run_story(
             view.break_setup()
             if interactive:
                 waited = clock()
+                engine.before_prompt()
                 view.confirm("Press Enter to make the next save fail silently")
                 paused += clock() - waited
             with view.breaking():
diff --git a/tests/test_quickstart.py b/tests/test_quickstart.py
index 8dea5b3ee8..6903663676 100644
--- a/tests/test_quickstart.py
+++ b/tests/test_quickstart.py
@@ -170,6 +170,9 @@ def run(self, index, note):
         self.calls.append(f"run {index}")
         return _run(self.root, index, **self._runs.get(index, {}))
 
+    def before_prompt(self):
+        self.calls.append("before prompt")
+
     def break_it(self):
         self.calls.append("break")
         return _broken(self.root, **self._broken)
@@ -418,6 +421,33 @@ def enter(*args):
     assert outcome.total_seconds == pytest.approx(6.0)
 
 
+@pytest.mark.parametrize(
+    ("visible", "platform", "environ", "opened"),
+    [
+        (True, "darwin", {"__CFBundleIdentifier": "com.apple.Terminal"}, True),
+        (False, "darwin", {"__CFBundleIdentifier": "com.apple.Terminal"}, False),
+        (True, "linux", {"__CFBundleIdentifier": "com.apple.Terminal"}, False),
+        (True, "darwin", {}, False),
+    ],
+)
+def test_focus_returns_to_the_terminal_before_the_prompt(
+    visible, platform, environ, opened
+):
+    from openadapt.quickstart.engine import return_focus_to_terminal
+
+    calls = []
+    assert (
+        return_focus_to_terminal(
+            visible=visible,
+            platform=platform,
+            environ=environ,
+            run=lambda argv, **kw: calls.append(argv),
+        )
+        is opened
+    )
+    assert calls == ([["open", "-b", "com.apple.Terminal"]] if opened else [])
+
+
 def test_end_of_input_at_the_prompt_continues(root, monkeypatch):
     def eof(*args):
         raise EOFError

From f96c8f410a3916afe8589cdb11363d58c5138bcc Mon Sep 17 00:00:00 2001
From: abrichr <richard.abrich@mldsai.com>
Date: Tue, 20 Oct 2026 00:19:49 -0400
Subject: [PATCH 04/14] docs(quickstart): Act 3 with the screenshot inline,
 captured in WezTerm

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
---
 docs/quickstart/inline-screenshot.png | Bin 0 -> 115550 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)
 create mode 100644 docs/quickstart/inline-screenshot.png

diff --git a/docs/quickstart/inline-screenshot.png b/docs/quickstart/inline-screenshot.png
new file mode 100644
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literal 0
HcmV?d00001


From 1e4b0c5296de51d84ade095370fe0a1da447801e Mon Sep 17 00:00:00 2001
From: abrichr <richard.abrich@mldsai.com>
Date: Tue, 20 Oct 2026 00:21:39 -0400
Subject: [PATCH 05/14] feat(quickstart): under uvx, say how to keep it and
 flag an older openadapt on PATH

The finale adds "Keep it: uv tool install --python X.Y openadapt" under
uvx, and one warning when the shell's openadapt is another version (for
example a Conda bin ahead of ~/.local/bin). The receipt's time joins the
cost row so the finale stays within 12 lines with every optional line.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
---
 openadapt/cli.py                          | 56 ++++++++++++-
 openadapt/quickstart/__init__.py          | 11 ++-
 openadapt/quickstart/story.py             |  5 ++
 openadapt/quickstart/view.py              | 16 +++-
 tests/snapshots/quickstart_plain.snapshot |  3 +-
 tests/test_cli_uvx_hints.py               | 96 +++++++++++++++++++++++
 tests/test_quickstart.py                  | 17 ++++
 7 files changed, 195 insertions(+), 9 deletions(-)

diff --git a/openadapt/cli.py b/openadapt/cli.py
index 4b301b7f69..c59ffd83ba 100644
--- a/openadapt/cli.py
+++ b/openadapt/cli.py
@@ -582,7 +582,13 @@ def quickstart(
     from openadapt.quickstart.engine import display_available
 
     visible = not headless and (headed or display_available())
-    steps = next_steps(_hint, _shell_quote, _agent_serves_tutorial())
+    steps = next_steps(
+        _hint,
+        _shell_quote,
+        _agent_serves_tutorial(),
+        keep=_keep_command(),
+        shadow=_shadowing_openadapt if _under_uvx() else None,
+    )
     try:
         with _synthetic_scrub_off():
             outcome = run_quickstart(
@@ -667,13 +673,57 @@ def _hint(rest: str) -> str:
     Repeat the ``uvx`` form there; otherwise keep the plain command.
     """
 
-    prefix = sys.prefix.replace("\\", "/")
-    if "/uv/archive-v" in prefix:
+    if _under_uvx():
         major, minor = sys.version_info[:2]
         return f"uvx --python {major}.{minor} openadapt {rest}"
     return f"openadapt {rest}"
 
 
+def _under_uvx() -> bool:
+    """True when this process runs from a ``uvx`` throwaway environment."""
+    return "/uv/archive-v" in sys.prefix.replace("\\", "/")
+
+
+def _keep_command() -> Optional[str]:
+    """Under ``uvx``: the command that installs this launcher for good."""
+    if not _under_uvx():
+        return None
+    major, minor = sys.version_info[:2]
+    return f"uv tool install --python {major}.{minor} openadapt"
+
+
+def _shadowing_openadapt(which=None, run=None) -> Optional[str]:
+    """Warn when the shell's ``openadapt`` is another version than this one.
+
+    Under ``uvx`` the printed commands repeat ``uvx`` and reach this version,
+    but a person who types plain ``openadapt`` gets whatever is first on PATH,
+    for example an older install in a Conda ``bin`` ahead of ``~/.local/bin``.
+    A copy of this same version is fine and gets no warning.
+    """
+    import shutil
+    import subprocess
+
+    found = (which or shutil.which)("openadapt")
+    if not found:
+        return None
+    try:
+        result = (run or subprocess.run)(
+            [found, "--version"], capture_output=True, text=True, timeout=15
+        )
+        text = f"{result.stdout} {result.stderr}"
+    except Exception:  # noqa: BLE001 - an unrunnable openadapt is still a shadow
+        text = ""
+    match = re.search(r"\b(\d+\.\d+\.\d+\S*)", text)
+    version = match.group(1) if match else None
+    if version == __version__:
+        return None
+    named = f"is {version}" if version else "is an unknown version"
+    return (
+        f"Your shell's openadapt {named} at {found}; the commands above use "
+        "uvx so they run this version."
+    )
+
+
 _SECRET_REFERENCE = re.compile(r"^(?:env:[A-Z][A-Z0-9_]*|keychain:[^/\s]+/[^/\s]+)$")
 # Flow 1.33 and 1.34 probe four X11 libraries in the wrong case, so on Linux
 # they refuse to download Chromium on hosts that have them. 1.35.0 fixed it.
diff --git a/openadapt/quickstart/__init__.py b/openadapt/quickstart/__init__.py
index 83670107df..712ad45363 100644
--- a/openadapt/quickstart/__init__.py
+++ b/openadapt/quickstart/__init__.py
@@ -26,8 +26,15 @@ def next_steps(
     hint: Callable[[str], str],
     quote: Callable[[object], str],
     agent_serves_tutorial: bool,
+    *,
+    keep: Optional[str] = None,
+    shadow: Optional[Callable[[], Optional[str]]] = None,
 ) -> Callable[[Outcome], NextSteps]:
-    """The finale's commands, spelled by the launcher's ``hint`` helper."""
+    """The finale's commands, spelled by the launcher's ``hint`` helper.
+
+    ``keep`` and ``shadow`` apply under ``uvx``: the install command, and a
+    check (run once, at the finale) for an older ``openadapt`` on PATH.
+    """
 
     def build(outcome: Outcome) -> NextSteps:
         verify = None
@@ -45,6 +52,8 @@ def build(outcome: Outcome) -> NextSteps:
                 f"flow record --backend web --url {YOUR_APP_URL} --out my-task"
             ),
             agent=agent,
+            keep=keep,
+            shadow=shadow() if shadow is not None else None,
         )
 
     return build
diff --git a/openadapt/quickstart/story.py b/openadapt/quickstart/story.py
index b13ad2613e..04f1ad9622 100644
--- a/openadapt/quickstart/story.py
+++ b/openadapt/quickstart/story.py
@@ -76,6 +76,11 @@ class NextSteps:
     verify: Optional[str]
     record: str
     agent: str
+    #: Under ``uvx`` only: the command that installs this version for good.
+    keep: Optional[str] = None
+    #: Under ``uvx`` only: a warning when the shell's ``openadapt`` is another
+    #: version, which the plain commands would reach instead.
+    shadow: Optional[str] = None
 
 
 @dataclass
diff --git a/openadapt/quickstart/view.py b/openadapt/quickstart/view.py
index 805b058a34..9a9dc77d3a 100644
--- a/openadapt/quickstart/view.py
+++ b/openadapt/quickstart/view.py
@@ -123,7 +123,11 @@ def receipt_rows(outcome: Outcome, marks: Marks) -> list[tuple[str, str]]:
             f"{outcome.checked} of {len(outcome.runs)} saved and checked in the "
             "database",
         ),
-        ("AI calls", f"{outcome.model_calls}{dot}${outcome.cost_usd:.2f}"),
+        (
+            "Cost",
+            f"{outcome.model_calls} AI calls{dot}${outcome.cost_usd:.2f}{dot}"
+            f"{seconds(outcome.total_seconds)} in all",
+        ),
     ]
     if outcome.seal is not None:
         reports = "report" if outcome.seal.sealed == 1 else "reports"
@@ -133,7 +137,6 @@ def receipt_rows(outcome: Outcome, marks: Marks) -> list[tuple[str, str]]:
                 f"{outcome.seal.key_id}{dot}{outcome.seal.sealed} {reports} signed",
             )
         )
-    rows.append(("Time", f"{seconds(outcome.total_seconds)} in all"))
     return rows
 
 
@@ -151,10 +154,13 @@ def details_line(outcome: Outcome) -> str:
 
 
 def next_step_lines(steps: NextSteps) -> list[str]:
-    return [
+    lines = [
         f"Try it on your own app: {steps.record}",
         f"Give your agent this as a tool: {steps.agent}",
     ]
+    if steps.keep:
+        lines.append(f"Keep it: {steps.keep}")
+    return lines
 
 
 # ---------------------------------------------------------------------------
@@ -285,6 +291,8 @@ def finale(self, outcome: Outcome, steps: NextSteps) -> None:
         self._say(details_line(outcome))
         for line in next_step_lines(steps):
             self._say(line)
+        if steps.shadow:
+            self._say(steps.shadow)
 
     def detail(self, lines: list[str]) -> None:
         for line in lines:
@@ -479,6 +487,8 @@ def finale(self, outcome: Outcome, steps: NextSteps) -> None:
         for line in next_step_lines(steps):
             label, _, command = line.partition(": ")
             self.console.print(f"{label}: [bold cyan]{_escape(command)}[/]")
+        if steps.shadow:
+            self.console.print(f"[yellow]{_escape(steps.shadow)}[/]")
 
     def detail(self, lines: list[str]) -> None:
         for line in lines:
diff --git a/tests/snapshots/quickstart_plain.snapshot b/tests/snapshots/quickstart_plain.snapshot
index ae0376a74e..be451060a0 100644
--- a/tests/snapshots/quickstart_plain.snapshot
+++ b/tests/snapshots/quickstart_plain.snapshot
@@ -31,9 +31,8 @@ The screen said "Encounter saved". The database had nothing. A bot that trusts t
 Receipt
   Program    local-quickstart · 6 steps
   Runs       5 of 5 saved and checked in the database
-  AI calls   0 · $0.00
+  Cost       0 AI calls · $0.00 · 2.5s in all
   Seal       seal-ed25519-0123456789abcdef · 5 reports signed
-  Time       2.5s in all
 Check it: openadapt seal verify openadapt-quickstart
 Details: openadapt-quickstart, one REPORT.md per run; side-by-side page openadapt-quickstart/index.html
 Try it on your own app: openadapt flow record --backend web --url https://your-app.example --out my-task
diff --git a/tests/test_cli_uvx_hints.py b/tests/test_cli_uvx_hints.py
index d91b5dd1bf..9c04ba90d9 100644
--- a/tests/test_cli_uvx_hints.py
+++ b/tests/test_cli_uvx_hints.py
@@ -16,3 +16,99 @@ def test_hint_repeats_uvx_form_in_a_uvx_environment(monkeypatch) -> None:
 def test_hint_keeps_plain_form_when_installed(monkeypatch) -> None:
     monkeypatch.setattr(sys, "prefix", "/Users/x/.local/share/uv/tools/openadapt")
     assert cli._hint("flow lint bundle") == "openadapt flow lint bundle"
+
+
+# ---------------------------------------------------------------------------
+# Under uvx the quickstart says how to keep this version, and warns when the
+# shell's own `openadapt` is another one.
+# ---------------------------------------------------------------------------
+
+import subprocess  # noqa: E402
+from pathlib import Path  # noqa: E402
+
+import pytest  # noqa: E402
+
+from openadapt.quickstart import next_steps  # noqa: E402
+from openadapt.quickstart.story import Outcome  # noqa: E402
+from openadapt.version import __version__  # noqa: E402
+
+UVX_PREFIX = "/Users/x/.cache/uv/archive-v0/kj_30_Pw78"
+
+
+def _version_run(output: str):
+    def run(argv, **kwargs):
+        return subprocess.CompletedProcess(argv, 0, stdout=output, stderr="")
+
+    return run
+
+
+def test_keep_it_appears_only_under_uvx(monkeypatch) -> None:
+    py = f"{sys.version_info[0]}.{sys.version_info[1]}"
+    monkeypatch.setattr(sys, "prefix", UVX_PREFIX)
+    assert cli._keep_command() == f"uv tool install --python {py} openadapt"
+    monkeypatch.setattr(sys, "prefix", "/Users/x/.local/share/uv/tools/openadapt")
+    assert cli._keep_command() is None
+
+
+def test_an_older_openadapt_on_path_gets_one_warning() -> None:
+    found = "/opt/homebrew/anaconda3/bin/openadapt"
+    warning = cli._shadowing_openadapt(
+        which=lambda name: found, run=_version_run("openadapt, version 1.5.1\n")
+    )
+    assert warning == (
+        f"Your shell's openadapt is 1.5.1 at {found}; the commands above use uvx "
+        "so they run this version."
+    )
+
+
+@pytest.mark.parametrize(
+    ("which", "output"),
+    [
+        (lambda name: None, ""),
+        (
+            lambda name: "/Users/x/.local/bin/openadapt",
+            f"openadapt, version {__version__}",
+        ),
+    ],
+)
+def test_no_warning_without_a_shadow(which, output) -> None:
+    assert cli._shadowing_openadapt(which=which, run=_version_run(output)) is None
+
+
+def test_an_openadapt_that_does_not_answer_is_still_named() -> None:
+    def broken(argv, **kwargs):
+        raise OSError("exec format error")
+
+    warning = cli._shadowing_openadapt(
+        which=lambda name: "/usr/bin/openadapt", run=broken
+    )
+    assert warning is not None and "unknown version at /usr/bin/openadapt" in warning
+
+
+def test_the_finale_prints_keep_it_and_the_shadow_warning(
+    tmp_path, monkeypatch
+) -> None:
+    import io
+
+    from openadapt.quickstart.view import PlainView
+
+    monkeypatch.setattr(sys, "prefix", UVX_PREFIX)
+    steps = next_steps(
+        cli._hint,
+        cli._shell_quote,
+        True,
+        keep=cli._keep_command(),
+        shadow=lambda: cli._shadowing_openadapt(
+            which=lambda name: "/opt/conda/bin/openadapt",
+            run=_version_run("openadapt, version 1.5.1"),
+        ),
+    )(Outcome(root=tmp_path / "qs"))
+    stream = io.StringIO()
+    PlainView(stream).finale(Outcome(root=Path(tmp_path / "qs")), steps)
+    lines = stream.getvalue().splitlines()
+    assert lines[-2].startswith("Keep it: uv tool install --python ")
+    assert lines[-1].startswith(
+        "Your shell's openadapt is 1.5.1 at /opt/conda/bin/openadapt"
+    )
+    finale = lines[lines.index("Receipt") :]
+    assert len(finale) <= 12
diff --git a/tests/test_quickstart.py b/tests/test_quickstart.py
index 6903663676..1b7bc86823 100644
--- a/tests/test_quickstart.py
+++ b/tests/test_quickstart.py
@@ -330,6 +330,7 @@ def test_numbers_follow_the_runs(root):
     assert "5 of 5" not in output
     assert "0 AI calls" not in output
     assert "Seal       seal-ed25519-0123456789abcdef · 4 reports signed" in output
+    assert "Cost       3 AI calls · $0.04 · " in output
     assert outcome.checked == 4
 
 
@@ -511,6 +512,22 @@ def _rich(root, environ, **engine_kwargs) -> str:
     return stream.getvalue()
 
 
+def test_terminal_finale_fits_twelve_lines_with_every_optional_line(root, monkeypatch):
+    stream = _Terminal()
+    outcome = Outcome(root=root, seal=SealFacts("seal-ed25519-0", 5))
+    outcome.runs = [_run(root, index) for index in range(1, 6)]
+    steps = NextSteps(
+        verify="openadapt seal verify qs",
+        record="openadapt flow record",
+        agent="openadapt agent serve --allow-run",
+        keep="uv tool install --python 3.12 openadapt",
+        shadow="Your shell's openadapt is 1.5.1 at /opt/x; the commands above use uvx.",
+    )
+    RichView(stream, environ={}, width=110).finale(outcome, steps)
+    lines = [line for line in stream.getvalue().splitlines() if line.strip()]
+    assert len(lines) <= 12, lines
+
+
 def test_terminal_view_renders_color_boxes_and_the_comparison(root):
     output = _rich(root, {"TERM_PROGRAM": "Apple_Terminal"})
     assert "\x1b[" in output

From afc1bfd9304d26e771796b400df61c55c07db07d Mon Sep 17 00:00:00 2001
From: abrichr <richard.abrich@mldsai.com>
Date: Tue, 20 Oct 2026 00:26:45 -0400
Subject: [PATCH 06/14] docs(quickstart): VHS capture, inline screenshot, and
 timing data

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
---
 docs/quickstart/README.md              |  12 +++++
 docs/quickstart/quickstart.gif         | Bin 0 -> 260692 bytes
 docs/quickstart/timing-2026-10-20.json |  62 +++++++++++++++++++++++++
 3 files changed, 74 insertions(+)
 create mode 100644 docs/quickstart/README.md
 create mode 100644 docs/quickstart/quickstart.gif
 create mode 100644 docs/quickstart/timing-2026-10-20.json

diff --git a/docs/quickstart/README.md b/docs/quickstart/README.md
new file mode 100644
index 0000000000..e7ef7bd20d
--- /dev/null
+++ b/docs/quickstart/README.md
@@ -0,0 +1,12 @@
+# Quickstart capture and timing
+
+- `quickstart.gif`: `openadapt quickstart` start to finish, recorded with
+  [VHS](https://github.com/charmbracelet/vhs) from `quickstart.tape`. The
+  browser is hidden in the recording; the output is otherwise the real command
+  at real speed. Re-record with
+  `PATH="$PWD/.venv/bin:$PATH" vhs docs/quickstart/quickstart.tape`.
+- `inline-screenshot.png`: the third act on a terminal that draws images
+  (WezTerm), with the halted run's screenshot beside the database's answer.
+- `timing-2026-10-20.json`: the engine tutorial with `--break-it` (what
+  `openadapt quickstart --break-it` ran before) against the new quickstart,
+  three rounds each, interleaved, from `scripts/quickstart_timing.py`.
diff --git a/docs/quickstart/quickstart.gif b/docs/quickstart/quickstart.gif
new file mode 100644
index 0000000000000000000000000000000000000000..83d36766a97d8bbabdb416117366b3bac7e9c4f9
GIT binary patch
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diff --git a/docs/quickstart/timing-2026-10-20.json b/docs/quickstart/timing-2026-10-20.json
new file mode 100644
index 0000000000..fef056da16
--- /dev/null
+++ b/docs/quickstart/timing-2026-10-20.json
@@ -0,0 +1,62 @@
+{
+  "machine": "Darwin arm64",
+  "python": "3.12.13",
+  "commands": {
+    "before": "flow tutorial --break-it --out",
+    "after": "quickstart --headless --out"
+  },
+  "runs": [
+    {
+      "command": "before",
+      "round": 0,
+      "exit_code": 0,
+      "wall_s": 21.11,
+      "load_1m": 19.1,
+      "lines": 54
+    },
+    {
+      "command": "after",
+      "round": 0,
+      "exit_code": 0,
+      "wall_s": 31.44,
+      "load_1m": 22.9,
+      "lines": 40
+    },
+    {
+      "command": "before",
+      "round": 1,
+      "exit_code": 0,
+      "wall_s": 23.01,
+      "load_1m": 37.6,
+      "lines": 54
+    },
+    {
+      "command": "after",
+      "round": 1,
+      "exit_code": 0,
+      "wall_s": 40.22,
+      "load_1m": 46.8,
+      "lines": 39
+    },
+    {
+      "command": "before",
+      "round": 2,
+      "exit_code": 0,
+      "wall_s": 22.12,
+      "load_1m": 36.7,
+      "lines": 54
+    },
+    {
+      "command": "after",
+      "round": 2,
+      "exit_code": 0,
+      "wall_s": 32.87,
+      "load_1m": 27.4,
+      "lines": 39
+    }
+  ],
+  "median_wall_s": {
+    "before": 22.12,
+    "after": 32.87
+  }
+}

From cd392c8a09b536d246cf035822fd9fa0fff5310b Mon Sep 17 00:00:00 2001
From: abrichr <richard.abrich@mldsai.com>
Date: Tue, 20 Oct 2026 00:29:05 -0400
Subject: [PATCH 07/14] feat(cli): name an openadapt earlier on PATH that
 shadows this one

openadapt --version and an unknown command now check every openadapt on
PATH. When the first one is another version (an old 1.x in a Conda bin
ahead of ~/.local/bin keeps answering every new command with "invalid
choice"), or a newer one is installed elsewhere, one line names the path
and version and how to remove the other install, then hash -r.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
---
 openadapt/cli.py                 | 131 ++++++++++++++++++++++++++++---
 tests/test_launcher_conflicts.py | 108 +++++++++++++++++++++++++
 2 files changed, 228 insertions(+), 11 deletions(-)
 create mode 100644 tests/test_launcher_conflicts.py

diff --git a/openadapt/cli.py b/openadapt/cli.py
index c59ffd83ba..2111512f49 100644
--- a/openadapt/cli.py
+++ b/openadapt/cli.py
@@ -72,11 +72,31 @@ def resolve_command(self, ctx, args):
                 f"No such command '{name}'. Did you mean 'openadapt flow {name}'?",
                 ctx,
             )
+        if not ctx.resilient_parsing and self.get_command(ctx, name) is None:
+            # A command this launcher doesn't know may be one a newer
+            # openadapt elsewhere on PATH has.
+            _warn_about_launcher_conflicts()
         return super().resolve_command(ctx, args)
 
 
+def _print_version(ctx: click.Context, _param, value: bool) -> None:
+    """``--version``, then any other ``openadapt`` on PATH that would shadow it."""
+    if not value or ctx.resilient_parsing:
+        return
+    click.echo(f"openadapt, version {__version__}")
+    _warn_about_launcher_conflicts()
+    ctx.exit()
+
+
 @click.group(cls=_FlowFirstGroup)
-@click.version_option(version=__version__, prog_name="openadapt")
+@click.option(
+    "--version",
+    is_flag=True,
+    expose_value=False,
+    is_eager=True,
+    callback=_print_version,
+    help="Show the version and exit.",
+)
 def main():
     """OpenAdapt launcher for the openadapt-flow compiler.
 
@@ -692,6 +712,21 @@ def _keep_command() -> Optional[str]:
     return f"uv tool install --python {major}.{minor} openadapt"
 
 
+def _launcher_version(path: str, run=None) -> Optional[str]:
+    """Ask the ``openadapt`` at ``path`` for its version; None when it can't say."""
+    import subprocess
+
+    try:
+        result = (run or subprocess.run)(
+            [path, "--version"], capture_output=True, text=True, timeout=15
+        )
+        text = f"{result.stdout} {result.stderr}"
+    except Exception:  # noqa: BLE001 - an unrunnable openadapt has no version
+        return None
+    match = re.search(r"\b(\d+\.\d+\.\d+\S*)", text)
+    return match.group(1) if match else None
+
+
 def _shadowing_openadapt(which=None, run=None) -> Optional[str]:
     """Warn when the shell's ``openadapt`` is another version than this one.
 
@@ -701,20 +736,11 @@ def _shadowing_openadapt(which=None, run=None) -> Optional[str]:
     A copy of this same version is fine and gets no warning.
     """
     import shutil
-    import subprocess
 
     found = (which or shutil.which)("openadapt")
     if not found:
         return None
-    try:
-        result = (run or subprocess.run)(
-            [found, "--version"], capture_output=True, text=True, timeout=15
-        )
-        text = f"{result.stdout} {result.stderr}"
-    except Exception:  # noqa: BLE001 - an unrunnable openadapt is still a shadow
-        text = ""
-    match = re.search(r"\b(\d+\.\d+\.\d+\S*)", text)
-    version = match.group(1) if match else None
+    version = _launcher_version(found, run)
     if version == __version__:
         return None
     named = f"is {version}" if version else "is an unknown version"
@@ -724,6 +750,89 @@ def _shadowing_openadapt(which=None, run=None) -> Optional[str]:
     )
 
 
+def _path_launchers(environ=None) -> list[Path]:
+    """Every ``openadapt`` executable on PATH, in PATH order (``which -a``)."""
+    env = os.environ if environ is None else environ
+    names = ["openadapt.exe", "openadapt"] if os.name == "nt" else ["openadapt"]
+    found: list[Path] = []
+    seen: set[Path] = set()
+    for folder in env.get("PATH", "").split(os.pathsep):
+        for name in names:
+            candidate = Path(folder or ".") / name
+            if candidate.is_file() and os.access(candidate, os.X_OK):
+                real = candidate.resolve()
+                if real not in seen:
+                    seen.add(real)
+                    found.append(candidate)
+    return found
+
+
+def _this_launcher_dir() -> Path:
+    return (Path(sys.prefix) / ("Scripts" if os.name == "nt" else "bin")).resolve()
+
+
+def _uninstall_fix(path: Path) -> str:
+    """How to remove the ``openadapt`` at ``path`` from its own environment."""
+    folder = path.parent
+    for name in ("python", "python3", "python.exe"):
+        python = folder / name
+        if python.is_file():
+            return (
+                f"{_shell_quote(python)} -m pip uninstall openadapt openadapt-flow, "
+                "then run: hash -r"
+            )
+    return (
+        f"pip uninstall openadapt openadapt-flow from {folder.parent}, "
+        "then run: hash -r"
+    )
+
+
+def _launcher_conflicts(launchers=None, run=None) -> list[str]:
+    """Plain warnings when PATH holds another ``openadapt`` that matters.
+
+    Two cases: the first ``openadapt`` on PATH is another version than this
+    one (so typing ``openadapt`` runs that one), or a newer ``openadapt`` is
+    on PATH than the one running. Each names the paths and versions; the first
+    also says how to remove the other install. Copies of this same version
+    are fine.
+    """
+    here = _this_launcher_dir()
+    others = [
+        path
+        for path in (_path_launchers() if launchers is None else launchers)
+        if path.parent.resolve() != here
+    ]
+    if not others:
+        return []
+    versions = {path: _launcher_version(str(path), run) for path in others}
+    lines = []
+    first = (_path_launchers() if launchers is None else launchers)[0]
+    if first in versions and versions[first] != __version__:
+        named = versions[first] or "an unknown version"
+        lines.append(
+            f"Your shell runs openadapt {named} at {first} before this one "
+            f"({__version__}). To remove it: {_uninstall_fix(first)}"
+        )
+    mine = _release_tuple(__version__)
+    for path, version in versions.items():
+        theirs = _release_tuple(version or "")
+        if mine is not None and theirs is not None and theirs > mine:
+            lines.append(
+                f"A newer openadapt, {version}, is at {path}; this one is "
+                f"{__version__}."
+            )
+    return lines
+
+
+def _warn_about_launcher_conflicts() -> None:
+    try:
+        lines = _launcher_conflicts()
+    except Exception:  # noqa: BLE001 - a PATH check must never break a command
+        return
+    for line in lines:
+        click.echo(line, err=True)
+
+
 _SECRET_REFERENCE = re.compile(r"^(?:env:[A-Z][A-Z0-9_]*|keychain:[^/\s]+/[^/\s]+)$")
 # Flow 1.33 and 1.34 probe four X11 libraries in the wrong case, so on Linux
 # they refuse to download Chromium on hosts that have them. 1.35.0 fixed it.
diff --git a/tests/test_launcher_conflicts.py b/tests/test_launcher_conflicts.py
new file mode 100644
index 0000000000..0354232071
--- /dev/null
+++ b/tests/test_launcher_conflicts.py
@@ -0,0 +1,108 @@
+"""Another `openadapt` on PATH that shadows this one, or is newer, is named.
+
+`uv tool install openadapt` puts the launcher in ~/.local/bin, but a Conda
+`bin` earlier on PATH can keep running an old 1.x launcher, which fails with
+"invalid choice" on every new command. When this launcher runs (`--version`,
+an unknown command, or under uvx), it names the other install and the fix.
+"""
+
+from __future__ import annotations
+
+import os
+import stat
+import subprocess
+import sys
+from pathlib import Path
+
+import pytest
+from click.testing import CliRunner
+
+from openadapt import cli
+from openadapt.version import __version__
+
+
+def _launcher(folder: Path, version: str, *, python: bool = True) -> Path:
+    folder.mkdir(parents=True, exist_ok=True)
+    path = folder / "openadapt"
+    path.write_text(f"#!/bin/sh\necho 'openadapt, version {version}'\n")
+    path.chmod(path.stat().st_mode | stat.S_IEXEC)
+    if python:
+        (folder / "python").write_text("")
+    return path
+
+
+def _run(argv, **kwargs):
+    return subprocess.run(argv, capture_output=True, text=True, timeout=15)
+
+
+pytestmark = pytest.mark.skipif(os.name == "nt", reason="POSIX shell stand-ins")
+
+
+def test_path_launchers_follow_path_order_without_duplicates(tmp_path) -> None:
+    first = _launcher(tmp_path / "conda" / "bin", "1.5.1")
+    second = _launcher(tmp_path / "local" / "bin", __version__)
+    path = os.pathsep.join([str(first.parent), str(second.parent), str(first.parent)])
+    assert cli._path_launchers({"PATH": path}) == [first, second]
+
+
+def test_an_older_launcher_first_on_path_is_named_with_the_fix(tmp_path) -> None:
+    old = _launcher(tmp_path / "conda" / "bin", "1.5.1")
+    lines = cli._launcher_conflicts([old], run=_run)
+    assert lines == [
+        f"Your shell runs openadapt 1.5.1 at {old} before this one ({__version__}). "
+        f"To remove it: {old.parent / 'python'} -m pip uninstall openadapt "
+        "openadapt-flow, then run: hash -r"
+    ]
+
+
+def test_without_a_python_beside_it_the_fix_names_the_environment(tmp_path) -> None:
+    old = _launcher(tmp_path / "env" / "bin", "1.5.1", python=False)
+    (line,) = cli._launcher_conflicts([old], run=_run)
+    assert line.endswith(
+        f"pip uninstall openadapt openadapt-flow from {old.parent.parent}, "
+        "then run: hash -r"
+    )
+
+
+def test_a_newer_launcher_later_on_path_is_named(tmp_path, monkeypatch) -> None:
+    here = Path(sys.prefix) / "bin"
+    newer = _launcher(tmp_path / "new" / "bin", "99.0.0")
+    lines = cli._launcher_conflicts([here / "openadapt", newer], run=_run)
+    assert lines == [
+        f"A newer openadapt, 99.0.0, is at {newer}; this one is {__version__}."
+    ]
+
+
+def test_copies_of_this_version_are_fine(tmp_path) -> None:
+    same = _launcher(tmp_path / "local" / "bin", __version__)
+    assert cli._launcher_conflicts([same], run=_run) == []
+    assert cli._launcher_conflicts([], run=_run) == []
+
+
+def test_version_prints_the_version_then_any_conflict(monkeypatch) -> None:
+    monkeypatch.setattr(
+        cli, "_launcher_conflicts", lambda: ["Your shell runs openadapt 1.5.1"]
+    )
+    result = CliRunner().invoke(cli.main, ["--version"])
+    assert result.exit_code == 0
+    assert result.output.splitlines()[0] == f"openadapt, version {__version__}"
+    assert "Your shell runs openadapt 1.5.1" in result.output
+
+
+def test_an_unknown_command_names_a_conflict(monkeypatch) -> None:
+    monkeypatch.setattr(
+        cli, "_launcher_conflicts", lambda: ["A newer openadapt, 99.0.0"]
+    )
+    result = CliRunner().invoke(cli.main, ["no-such-verb"])
+    assert result.exit_code == 2
+    assert "A newer openadapt, 99.0.0" in result.output
+    assert "No such command 'no-such-verb'" in result.output
+
+
+def test_a_failing_path_check_never_breaks_version(monkeypatch) -> None:
+    def boom():
+        raise OSError("unreadable PATH entry")
+
+    monkeypatch.setattr(cli, "_launcher_conflicts", boom)
+    result = CliRunner().invoke(cli.main, ["--version"])
+    assert result.exit_code == 0

From 186584b45999a118166789d84d72fc1bc747021f Mon Sep 17 00:00:00 2001
From: abrichr <richard.abrich@mldsai.com>
Date: Tue, 20 Oct 2026 00:31:01 -0400
Subject: [PATCH 08/14] docs(quickstart): re-record the capture at lower load

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
---
 docs/quickstart/quickstart.gif | Bin 260692 -> 249495 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)

diff --git a/docs/quickstart/quickstart.gif b/docs/quickstart/quickstart.gif
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GIT binary patch
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From 28fc112c1e5594c251d2ec59aa109a8407ce25a7 Mon Sep 17 00:00:00 2001
From: abrichr <richard.abrich@mldsai.com>
Date: Tue, 20 Oct 2026 00:54:08 -0400
Subject: [PATCH 09/14] perf(quickstart): run Act 2's five checked runs at once

Worker processes start while Act 1 demonstrates and compiles: each loads
the engine, its own browser and its own copy of the clinic's database.
When the program is ready, each runs it once for one note through the same
governed path, and the counter ticks as runs finish. Act 2 drops from
about 13 s to about 4.5 s.

Workers drive Playwright's own Chromium: several installed-Chrome
instances at once stalled 2 of 20 runs on a loaded Mac, the bundled build
0 of 30. Without a bundled build on disk nothing is downloaded and the runs
go one after another. A run that stalls (45 s) has its worker stopped and is
repeated in the main process in a new folder; a run that raised is reported
as not finished.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
---
 openadapt/quickstart/engine.py            | 176 +++++++++----
 openadapt/quickstart/story.py             |  49 +++-
 openadapt/quickstart/view.py              |  29 +-
 openadapt/quickstart/workers.py           | 305 ++++++++++++++++++++++
 tests/quickstart_fake_workers.py          |  66 +++++
 tests/snapshots/quickstart_plain.snapshot |   2 +-
 tests/test_quickstart.py                  |  28 +-
 tests/test_quickstart_workers.py          |  84 ++++++
 8 files changed, 663 insertions(+), 76 deletions(-)
 create mode 100644 openadapt/quickstart/workers.py
 create mode 100644 tests/quickstart_fake_workers.py
 create mode 100644 tests/test_quickstart_workers.py

diff --git a/openadapt/quickstart/engine.py b/openadapt/quickstart/engine.py
index 9c51f9bd71..77139a7535 100644
--- a/openadapt/quickstart/engine.py
+++ b/openadapt/quickstart/engine.py
@@ -23,7 +23,7 @@
 import time
 from dataclasses import dataclass, field
 from pathlib import Path
-from typing import Any, Callable, Optional
+from typing import Any, Callable, Optional, Sequence
 
 #: Synthetic notes for the five runs. None of them is clinical advice.
 RUN_NOTES = (
@@ -69,7 +69,6 @@ class RunFacts:
     #: The engine's plain-language result for this run ("Done and checked",
     #: "Stopped before saving", ...), from its transaction outcome.
     plain_label: str = ""
-    report: Any = field(default=None, repr=False)
 
     @property
     def report_md(self) -> Path:
@@ -219,6 +218,74 @@ def read_screen_text(screenshot: Path) -> Optional[str]:
     return next((line for line in lines if "saved" in line.lower()), None)
 
 
+def run_program(
+    *,
+    base_url: str,
+    workflow: Any,
+    bundle_dir: Path,
+    run_dir: Path,
+    index: int,
+    note: Optional[str],
+    visible: bool,
+) -> RunFacts:
+    """Run the compiled program once on a fresh copy of the clinic's database.
+
+    ``note`` is this run's input when the engine accepts run inputs; None
+    replays the demonstrated note. The facts come from the run's own report
+    and an out-of-band read of the database.
+    """
+
+    from openadapt_flow.plain_outcome import plain_result
+    from openadapt_flow.receipt import _build_tutorial_receipt, write_receipt
+    from openadapt_flow.report import render_run_report
+    from openadapt_flow.tutorial import TUTORIAL_NOTE, _records, run_tutorial_workflow
+
+    extra: dict[str, Any] = {}
+    if note is not None and _accepts(run_tutorial_workflow, "params"):
+        extra["params"] = {"note": note}
+    else:
+        note = str(workflow.params.get("note", TUTORIAL_NOTE))
+    started = time.monotonic()
+    report = run_tutorial_workflow(
+        base_url=base_url,
+        workflow=workflow,
+        bundle_dir=bundle_dir,
+        run_dir=run_dir,
+        headed=visible,
+        **extra,
+    )
+    records = _records(base_url)
+    seconds = time.monotonic() - started
+    render_run_report(run_dir)
+    required, confirmed = _effect_counts(report)
+    checked = (
+        report.execution_outcome == "VERIFIED"
+        and report.transaction_outcome == "VERIFIED"
+        and required > 0
+        and confirmed == required
+        and any(record.get("note") == note for record in records)
+    )
+    if report.execution_outcome == "VERIFIED":
+        write_receipt(_build_tutorial_receipt(report), run_dir)
+    return RunFacts(
+        index=index,
+        note=note,
+        run_dir=run_dir,
+        execution_outcome=str(report.execution_outcome),
+        transaction_outcome=report.transaction_outcome,
+        checked=checked,
+        records=len(records),
+        model_calls=int(report.model_calls),
+        cost_usd=float(getattr(report, "est_model_cost_usd", 0.0) or 0.0),
+        effects_required=required,
+        effects_confirmed=confirmed,
+        seconds=seconds,
+        plain_label=plain_result(
+            report.transaction_outcome, report.execution_outcome
+        ).label,
+    )
+
+
 class FlowEngine:
     """The bundled tutorial, one stage per call, inside one browser process."""
 
@@ -231,6 +298,7 @@ def __init__(self, root: Path, *, visible: bool, pace_s: float = 0.0) -> None:
         self.workflow: Any = None
         self._stack = contextlib.ExitStack()
         self._base_url: Optional[str] = None
+        self._pool: Any = None
 
     # -- lifetime ---------------------------------------------------------
 
@@ -307,66 +375,66 @@ def note_param(self) -> bool:
 
     # -- act 2 ------------------------------------------------------------
 
-    def run(self, index: int, note: Optional[str]) -> RunFacts:
-        """Run the program once on a fresh copy of the clinic's database."""
-
-        from openadapt_flow.plain_outcome import plain_result
-        from openadapt_flow.receipt import _build_tutorial_receipt, write_receipt
-        from openadapt_flow.report import render_run_report
-        from openadapt_flow.tutorial import (
-            TUTORIAL_NOTE,
-            _records,
-            run_tutorial_workflow,
-        )
+    def run(
+        self, index: int, note: Optional[str], folder: Optional[str] = None
+    ) -> RunFacts:
+        """Run the program once, in this process, on a fresh database."""
 
         assert self._base_url is not None and self.workflow is not None
-        run_dir = self.root / f"run-{index}"
-        extra: dict[str, Any] = {}
-        if note is not None and self.note_param():
-            extra["params"] = {"note": note}
-        else:
-            note = str(self.workflow.params.get("note", TUTORIAL_NOTE))
-        started = time.monotonic()
-        report = run_tutorial_workflow(
+        return run_program(
             base_url=self._base_url,
             workflow=self.workflow,
             bundle_dir=self.bundle_dir,
-            run_dir=run_dir,
-            headed=self.visible,
-            **extra,
-        )
-        records = _records(self._base_url)
-        seconds = time.monotonic() - started
-        render_run_report(run_dir)
-        required, confirmed = _effect_counts(report)
-        checked = (
-            report.execution_outcome == "VERIFIED"
-            and report.transaction_outcome == "VERIFIED"
-            and required > 0
-            and confirmed == required
-            and any(record.get("note") == note for record in records)
-        )
-        if report.execution_outcome == "VERIFIED":
-            write_receipt(_build_tutorial_receipt(report), run_dir)
-        return RunFacts(
+            run_dir=self.root / (folder or f"run-{index}"),
             index=index,
             note=note,
-            run_dir=run_dir,
-            execution_outcome=str(report.execution_outcome),
-            transaction_outcome=report.transaction_outcome,
-            checked=checked,
-            records=len(records),
-            model_calls=int(report.model_calls),
-            cost_usd=float(getattr(report, "est_model_cost_usd", 0.0) or 0.0),
-            effects_required=required,
-            effects_confirmed=confirmed,
-            seconds=seconds,
-            plain_label=plain_result(
-                report.transaction_outcome, report.execution_outcome
-            ).label,
-            report=report,
+            visible=self.visible,
         )
 
+    def start_workers(self) -> None:
+        """Start the worker processes for Act 2 while Act 1 is still running."""
+
+        from openadapt.quickstart.workers import WorkerPool, worker_count
+
+        count = worker_count()
+        if count > 1 and self._pool is None:
+            self._pool = WorkerPool(count, visible=self.visible)
+            self._stack.callback(self._pool.close)
+
+    @property
+    def parallel(self) -> int:
+        """How many runs can go at once: the workers that didn't give up."""
+
+        return max(1, self._pool.usable()) if self._pool is not None else 1
+
+    def run_all(
+        self, notes: Sequence[str], on_finish: Callable[[RunFacts], None]
+    ) -> None:
+        """Run the program once per note, in the worker processes when started.
+
+        Each run is a complete checked run in its own browser, against its own
+        copy of the clinic's database. A run a worker can't take (a worker
+        that failed to start, or one that stalled) runs here instead, so every
+        note still gets its own checked run.
+        """
+
+        assert self.workflow is not None
+        varied = self.note_param()
+        jobs = [
+            (index, note if varied else None, f"run-{index}")
+            for index, note in enumerate(notes, 1)
+        ]
+        leftover = jobs
+        if self._pool is not None:
+            leftover = self._pool.run(
+                jobs,
+                bundle_dir=self.bundle_dir,
+                root=self.root,
+                on_finish=on_finish,
+            )
+        for index, note, folder in leftover:
+            on_finish(self.run(index, note, folder))
+
     # -- act 3 ------------------------------------------------------------
 
     def before_prompt(self) -> None:
@@ -446,7 +514,7 @@ def write_page(self, first: RunFacts, broken: BreakFacts) -> Optional[Path]:
         from openadapt_flow import demo_proof
         from openadapt_flow.tutorial import TutorialResult
 
-        report = first.report
+        report = demo_proof._load_report(first.run_dir)
         tier: Optional[int] = None
         for step in getattr(report, "results", []) or []:
             for evidence in step.effect_evidence:
diff --git a/openadapt/quickstart/story.py b/openadapt/quickstart/story.py
index 04f1ad9622..8afc5ef826 100644
--- a/openadapt/quickstart/story.py
+++ b/openadapt/quickstart/story.py
@@ -12,7 +12,7 @@
 import time
 from dataclasses import dataclass, field
 from pathlib import Path
-from typing import Any, Callable, Optional, Protocol
+from typing import Any, Callable, Optional, Protocol, Sequence
 
 from openadapt.quickstart.engine import (
     RUN_NOTES,
@@ -58,7 +58,14 @@ def program_name(self) -> str: ...
 
     def note_param(self) -> bool: ...
 
-    def run(self, index: int, note: Optional[str]) -> RunFacts: ...
+    def start_workers(self) -> None: ...
+
+    @property
+    def parallel(self) -> int: ...
+
+    def run_all(
+        self, notes: Sequence[str], on_finish: Callable[[RunFacts], None]
+    ) -> None: ...
 
     def before_prompt(self) -> None: ...
 
@@ -129,7 +136,9 @@ def compiling(self) -> Any: ...
 
     def compiled(self, outcome: Outcome) -> None: ...
 
-    def running(self, index: int, total: int, checked: int) -> Any: ...
+    def running(self, total: int, parallel: int) -> Any: ...
+
+    def progress(self, finished: int, total: int, checked: int) -> None: ...
 
     def run_row(self, run: RunFacts, total: int) -> None: ...
 
@@ -190,7 +199,8 @@ def run_story(
     with view.starting():
         engine.__enter__()
     try:
-        # Act 1: show it once.
+        # Act 1: show it once. Act 2's workers get ready meanwhile.
+        engine.start_workers()
         view.act(1, "Show it once", _act1_subtitle(engine.visible))
         act_start = clock()
         outcome.demo_steps = engine.record(view.demo_step)
@@ -210,20 +220,20 @@ def run_story(
 
         # Act 2: run it.
         total = len(RUN_NOTES)
-        if engine.note_param():
-            view.act(2, "Run it", f"the program, on {total} new notes")
-        else:
-            # An engine that can't give a run its own note replays the
-            # demonstrated one, and the header says so.
-            view.act(2, "Run it", f"the program, {total} times")
+        view.act(
+            2, "Run it", _act2_subtitle(total, engine.note_param(), engine.parallel)
+        )
         act_start = clock()
-        for index, note in enumerate(RUN_NOTES, start=1):
-            with view.running(index, total, outcome.checked):
-                run = engine.run(index, note)
+
+        def finished(run: RunFacts) -> None:
             outcome.runs.append(run)
             view.run_row(run, total)
             if verbose:
                 view.detail(_engine_detail_run(run))
+            view.progress(len(outcome.runs), total, outcome.checked)
+
+        with view.running(total, engine.parallel):
+            engine.run_all(RUN_NOTES, finished)
         outcome.act2_seconds = clock() - act_start
         view.runs_total(outcome)
 
@@ -254,6 +264,19 @@ def run_story(
     return outcome
 
 
+def _act2_subtitle(total: int, varied: bool, parallel: int) -> str:
+    # An engine that can't give a run its own note replays the demonstrated
+    # one, and the header says so.
+    what = (
+        f"the program on {total} new notes" if varied else f"the program {total} times"
+    )
+    if parallel >= total:
+        return f"{what}, all at once"
+    if parallel > 1:
+        return f"{what}, {parallel} at a time"
+    return what
+
+
 def _act1_subtitle(visible: bool) -> str:
     where = "watch the browser window" if visible else "in a hidden browser"
     return f"a demonstration in a synthetic clinic app, {where}"
diff --git a/openadapt/quickstart/view.py b/openadapt/quickstart/view.py
index 9a9dc77d3a..1c81c0d85a 100644
--- a/openadapt/quickstart/view.py
+++ b/openadapt/quickstart/view.py
@@ -235,9 +235,12 @@ def compiling(self):
     def compiled(self, outcome: Outcome) -> None:
         self._say(f"   {compiled_line(outcome)} {seconds(outcome.act1_seconds)}")
 
-    def running(self, index: int, total: int, checked: int):
+    def running(self, total: int, parallel: int):
         return self._quiet()
 
+    def progress(self, finished: int, total: int, checked: int) -> None:
+        pass
+
     def run_row(self, run: RunFacts, total: int) -> None:
         self._say(
             f"   {run.index}/{total}  {run.note:<{_LABEL_WIDTH - 6}} "
@@ -355,11 +358,29 @@ def compiled(self, outcome: Outcome) -> None:
             f"   [bold]{compiled_line(outcome)}[/] [dim]{seconds(outcome.act1_seconds)}[/]"
         )
 
-    def running(self, index: int, total: int, checked: int):
-        return self._status(
-            f"Running {index} of {total} {self.marks.dot} {checked} checked so far"
+    def running(self, total: int, parallel: int):
+        self._live = self._status(self._running_text(0, total, 0, parallel))
+        self._parallel = parallel
+        return self._live
+
+    def _running_text(
+        self, finished: int, total: int, checked: int, parallel: int
+    ) -> str:
+        how = "at once" if parallel >= total else f"{parallel} at a time"
+        if parallel <= 1:
+            how = "one after another"
+        return (
+            f"Running {total} {how} {self.marks.dot} {finished} done "
+            f"{self.marks.dot} {checked} checked in the database"
         )
 
+    def progress(self, finished: int, total: int, checked: int) -> None:
+        live = getattr(self, "_live", None)
+        if live is not None:
+            live.update(
+                f"[dim]{self._running_text(finished, total, checked, self._parallel)}[/]"
+            )
+
     def run_row(self, run: RunFacts, total: int) -> None:
         color = "green" if run.checked else "red"
         self.console.print(
diff --git a/openadapt/quickstart/workers.py b/openadapt/quickstart/workers.py
new file mode 100644
index 0000000000..417191b9ae
--- /dev/null
+++ b/openadapt/quickstart/workers.py
@@ -0,0 +1,305 @@
+"""Act 2's runs, in parallel: one worker process per run.
+
+Each worker starts while Act 1 is still demonstrating and compiling: it loads
+the engine, starts its own browser, and serves its own copy of the clinic app
+with its own database. When the program is ready, each worker runs it once
+for one note, through the same governed path as any run (the Standard run
+gate, identity checks, postconditions, the database read-back), and sends
+back the facts. Nothing is shared between runs but the program on disk, which
+every run checks against its sealed manifest before it starts.
+
+Processes, not threads: the browser driver's objects belong to the thread that
+made them, and each run needs its own database because every run of the
+tutorial program writes the same logical record.
+
+Workers drive Playwright's own Chromium. Several installed-Chrome instances
+started at once stalled about one run in ten on a loaded Mac (2 of 20 runs),
+while the bundled build ran 30 of 30. So a worker starts only when the bundled
+build is already on disk (or the person chose a browser with
+``OPENADAPT_FLOW_BROWSER``); otherwise the quickstart downloads nothing extra
+and runs the five runs one after another in its own process.
+"""
+
+from __future__ import annotations
+
+import multiprocessing
+import os
+import time
+from dataclasses import asdict
+from multiprocessing.connection import Connection, wait
+from pathlib import Path
+from typing import Any, Callable, Optional, Sequence
+
+#: Act 2 runs five notes; more workers than runs would only cost memory.
+MAX_WORKERS = 5
+
+#: How long workers may take to get ready before their runs are done in the
+#: main process instead.
+READY_TIMEOUT_S = 120.0
+
+#: A run takes about 3 to 6 seconds. One that hasn't reported after this long
+#: has stalled: its worker is stopped (its browser and its database go with
+#: it) and the run is repeated in the main process, in a new run folder.
+STALL_S = 45.0
+
+#: One job: run number, note (None replays the demonstrated note), and the
+#: name of its run folder under the quickstart's output directory.
+Job = tuple[int, Optional[str], str]
+
+
+def worker_count(cpus: Optional[int] = None) -> int:
+    """Workers for this computer: one per two CPUs, at most one per run."""
+
+    cpus = cpus if cpus is not None else (os.cpu_count() or 2)
+    return max(1, min(MAX_WORKERS, cpus // 2))
+
+
+def _use_bundled_browser(visible: bool) -> bool:
+    """Point this worker at Playwright's own Chromium; False when it's absent."""
+
+    from openadapt_flow import _browser_setup as setup
+
+    if os.environ.get(setup.BROWSER_ENV):
+        return True  # the person chose a browser; respect it
+    if setup.installed_browser_channel() is None:
+        return True  # "auto" already means the bundled build here
+    try:
+        present = setup._bundled_present(only_shell=not visible)
+    except Exception:  # noqa: BLE001 - unknown means don't start a worker
+        present = False
+    if present:
+        os.environ[setup.BROWSER_ENV] = "bundled"
+    return present
+
+
+def _worker_main(conn: Connection, visible: bool) -> None:
+    """One worker: get ready, then run the program for each job it is sent."""
+
+    try:
+        if not _use_bundled_browser(visible):
+            conn.send(("broken", "Playwright's own Chromium isn't installed"))
+            return
+
+        from openadapt_flow import _prewarm
+        from openadapt_flow.backends._browser_process import shared_browser
+        from openadapt_flow.ir import Workflow
+        from openadapt_flow.mockmed.fault_server import serve
+
+        from openadapt.quickstart.engine import run_program
+
+        _prewarm.start()
+        with shared_browser(headless=not visible):
+            base_url, _db, stop = serve()
+            try:
+                conn.send(("ready",))
+                while True:
+                    message = conn.recv()
+                    if message[0] != "run":
+                        return
+                    _, index, note, bundle_dir, run_dir = message
+                    try:
+                        facts = run_program(
+                            base_url=base_url,
+                            workflow=Workflow.load(Path(bundle_dir)),
+                            bundle_dir=Path(bundle_dir),
+                            run_dir=Path(run_dir),
+                            index=index,
+                            note=note,
+                            visible=visible,
+                        )
+                    except Exception as exc:  # noqa: BLE001 - reported to the parent
+                        conn.send(("failed", f"{type(exc).__name__}: {exc}"))
+                        continue
+                    payload = asdict(facts)
+                    payload["run_dir"] = str(facts.run_dir)
+                    conn.send(("done", payload))
+            finally:
+                stop()
+    except (EOFError, KeyboardInterrupt, BrokenPipeError):
+        return
+    except Exception as exc:  # noqa: BLE001 - the parent runs the job itself
+        try:
+            conn.send(("broken", f"{type(exc).__name__}: {exc}"))
+        except (BrokenPipeError, OSError):
+            pass
+    finally:
+        conn.close()
+
+
+def _facts(fields: dict[str, Any]) -> Any:
+    from openadapt.quickstart.engine import RunFacts
+
+    fields = dict(fields)
+    fields["run_dir"] = Path(fields["run_dir"])
+    return RunFacts(**fields)
+
+
+def _unfinished(root: Path, job: Job, reason: str) -> Any:
+    """A run that raised in its worker: not checked, with the reason."""
+
+    from openadapt.quickstart.engine import RunFacts
+
+    index, note, folder = job
+    return RunFacts(
+        index=index,
+        note=note or "",
+        run_dir=root / folder,
+        execution_outcome="ERROR",
+        transaction_outcome=None,
+        checked=False,
+        records=0,
+        model_calls=0,
+        cost_usd=0.0,
+        effects_required=0,
+        effects_confirmed=0,
+        seconds=0.0,
+        plain_label=f"Didn't finish: {reason}"[:80],
+    )
+
+
+class WorkerPool:
+    """Worker processes, started early, each taking one run at a time."""
+
+    def __init__(
+        self,
+        size: int,
+        *,
+        visible: bool,
+        target: Callable[[Connection, bool], None] = _worker_main,
+    ) -> None:
+        context = multiprocessing.get_context("spawn")
+        self._workers: dict[Connection, Any] = {}
+        for _ in range(size):
+            parent, child = context.Pipe()
+            process = context.Process(target=target, args=(child, visible), daemon=True)
+            process.start()
+            child.close()
+            self._workers[parent] = process
+        self._ready: list[Connection] = []
+        self._gone: set[Connection] = set()
+
+    @property
+    def size(self) -> int:
+        return len(self._workers)
+
+    def usable(self) -> int:
+        """Workers that are ready or still starting (not ones that gave up)."""
+
+        for conn in wait(list(self._starting()), timeout=0):
+            self._note_start(conn)
+        return self.size - len(self._gone)
+
+    def _starting(self) -> set[Connection]:
+        return set(self._workers) - set(self._ready) - self._gone
+
+    def _note_start(self, conn: Connection) -> None:
+        """Read a starting worker's first message: ready, or gave up."""
+
+        try:
+            message = conn.recv()
+        except (EOFError, OSError):
+            message = ("broken", "the worker process exited")
+        if message[0] == "ready":
+            self._ready.append(conn)
+        else:
+            self._drop(conn)
+
+    def _drop(self, conn: Connection) -> None:
+        self._gone.add(conn)
+        process = self._workers.get(conn)
+        if process is not None and process.is_alive():
+            process.terminate()
+
+    def run(
+        self,
+        jobs: Sequence[Job],
+        *,
+        bundle_dir: Path,
+        root: Path,
+        on_finish: Callable[[Any], None],
+        clock: Callable[[], float] = time.monotonic,
+    ) -> list[Job]:
+        """Run ``jobs`` across the workers; return the jobs to run here instead.
+
+        Returned jobs are those no worker started, and those whose worker
+        stalled. A stalled job comes back with a new run folder, since the
+        engine never reuses one; its worker, with its browser and its own
+        database, is stopped first. A run that raised in its worker is
+        reported as not finished and not repeated.
+        """
+
+        pending = list(jobs)
+        given: dict[Connection, tuple[Job, float]] = {}
+        back: list[Job] = []
+        started = clock()
+
+        def give(conn: Connection) -> None:
+            if pending:
+                job = pending.pop(0)
+                index, note, folder = job
+                conn.send(("run", index, note, str(bundle_dir), str(root / folder)))
+                given[conn] = (job, clock())
+
+        for conn in list(self._ready):
+            give(conn)
+        while (self._starting() and pending) or given:
+            now = clock()
+            deadlines = [since + STALL_S for _job, since in given.values()]
+            starting = self._starting() if pending else set()
+            if starting:
+                deadlines.append(started + READY_TIMEOUT_S)
+            timeout = max(0.0, min(deadlines) - now) if deadlines else None
+            for conn in wait(list(starting | set(given)), timeout=timeout):
+                if conn not in given:
+                    self._note_start(conn)
+                    if conn in self._ready:
+                        give(conn)
+                    continue
+                try:
+                    message = conn.recv()
+                except (EOFError, OSError):
+                    message = ("broken", "the worker process exited")
+                kind = message[0]
+                if kind == "done":
+                    given.pop(conn, None)
+                    on_finish(_facts(message[1]))
+                    give(conn)
+                elif kind == "failed":
+                    job, _since = given.pop(conn)
+                    on_finish(_unfinished(root, job, message[1]))
+                    give(conn)
+                else:  # broken: this worker exited mid-run
+                    job, _since = given.pop(conn)
+                    self._drop(conn)
+                    back.append(_again(job))
+            now = clock()
+            for conn, (job, since) in list(given.items()):
+                if now - since >= STALL_S:
+                    given.pop(conn)
+                    self._drop(conn)
+                    back.append(_again(job))
+            if pending and now - started >= READY_TIMEOUT_S:
+                for conn in self._starting():
+                    self._drop(conn)
+        return sorted(back + pending)
+
+    def close(self) -> None:
+        for conn, process in self._workers.items():
+            try:
+                conn.send(("close",))
+            except (BrokenPipeError, OSError):
+                pass
+        for conn, process in self._workers.items():
+            process.join(timeout=10)
+            if process.is_alive():
+                process.terminate()
+                process.join(timeout=5)
+            conn.close()
+
+
+def _again(job: Job) -> Job:
+    index, note, folder = job
+    return (index, note, f"{folder}-again")
+
+
+__all__ = ["MAX_WORKERS", "STALL_S", "Job", "WorkerPool", "worker_count"]
diff --git a/tests/quickstart_fake_workers.py b/tests/quickstart_fake_workers.py
new file mode 100644
index 0000000000..dd596d268c
--- /dev/null
+++ b/tests/quickstart_fake_workers.py
@@ -0,0 +1,66 @@
+"""Stand-in worker processes for tests/test_quickstart_workers.py.
+
+Spawned children import this module by name, so it lives at the top level of
+tests/ (on sys.path under pytest) and imports nothing heavy.
+"""
+
+from __future__ import annotations
+
+import time
+from pathlib import Path
+
+
+def _facts(index: int, note, run_dir: str) -> dict:
+    return {
+        "index": index,
+        "note": note or "",
+        "run_dir": run_dir,
+        "execution_outcome": "VERIFIED",
+        "transaction_outcome": "VERIFIED",
+        "checked": True,
+        "records": 1,
+        "model_calls": 0,
+        "cost_usd": 0.0,
+        "effects_required": 2,
+        "effects_confirmed": 2,
+        "seconds": 0.1,
+        "plain_label": "Done and checked",
+    }
+
+
+def _serve(conn, behave) -> None:
+    conn.send(("ready",))
+    while True:
+        message = conn.recv()
+        if message[0] != "run":
+            return
+        _, index, note, _bundle, run_dir = message
+        Path(run_dir).mkdir(parents=True, exist_ok=True)
+        behave(conn, index, note, run_dir)
+
+
+def good(conn, visible) -> None:
+    _serve(conn, lambda c, i, n, d: c.send(("done", _facts(i, n, d))))
+
+
+def stalls_on_run_2(conn, visible) -> None:
+    def behave(c, i, n, d):
+        if i == 2:
+            time.sleep(600)
+        c.send(("done", _facts(i, n, d)))
+
+    _serve(conn, behave)
+
+
+def fails_run_3(conn, visible) -> None:
+    def behave(c, i, n, d):
+        if i == 3:
+            c.send(("failed", "TutorialError: the gate refused"))
+        else:
+            c.send(("done", _facts(i, n, d)))
+
+    _serve(conn, behave)
+
+
+def never_ready(conn, visible) -> None:
+    conn.send(("broken", "Playwright's own Chromium isn't installed"))
diff --git a/tests/snapshots/quickstart_plain.snapshot b/tests/snapshots/quickstart_plain.snapshot
index be451060a0..f3a2c1633b 100644
--- a/tests/snapshots/quickstart_plain.snapshot
+++ b/tests/snapshots/quickstart_plain.snapshot
@@ -10,7 +10,7 @@ Synthetic data only. Files go to openadapt-quickstart
    ✓ Click Save Encounter                     1.6s
    Compiled into a program: 6 steps. 0.5s
 
-2  Run it · the program, on 5 new notes
+2  Run it · the program on 5 new notes, all at once
    1/5  Follow-up in two weeks             ✓ checked in the database  2.6s
    2/5  Recheck blood pressure next month  ✓ checked in the database  2.7s
    3/5  Refer to physical therapy          ✓ checked in the database  2.8s
diff --git a/tests/test_quickstart.py b/tests/test_quickstart.py
index 1b7bc86823..c7c99d9111 100644
--- a/tests/test_quickstart.py
+++ b/tests/test_quickstart.py
@@ -128,9 +128,11 @@ def __init__(
         page: bool = True,
         demo=DEMO,
         note_param: bool = True,
+        parallel: int = 5,
         **_ignored,
     ) -> None:
         self._note_param = note_param
+        self._parallel = parallel
         self.root = root
         self.visible = visible
         self._runs = runs or {}
@@ -166,9 +168,17 @@ def program_name(self):
     def note_param(self):
         return self._note_param
 
-    def run(self, index, note):
-        self.calls.append(f"run {index}")
-        return _run(self.root, index, **self._runs.get(index, {}))
+    def start_workers(self):
+        self.calls.append("start workers")
+
+    @property
+    def parallel(self):
+        return self._parallel
+
+    def run_all(self, notes, on_finish):
+        for index, _note in enumerate(notes, start=1):
+            self.calls.append(f"run {index}")
+            on_finish(_run(self.root, index, **self._runs.get(index, {})))
 
     def before_prompt(self):
         self.calls.append("before prompt")
@@ -239,6 +249,7 @@ def test_plain_output_runs_the_three_acts_in_order(root):
     output, _ = _plain(engine)
     assert engine.calls == [
         "enter",
+        "start workers",
         "record",
         "compile",
         *(f"run {index}" for index in range(1, 6)),
@@ -357,7 +368,16 @@ def test_the_aha_line_appears_only_when_the_run_showed_it(root):
 def test_an_engine_without_run_inputs_does_not_claim_new_notes(root):
     output, _ = _plain(FakeEngine(root, note_param=False))
     assert "new notes" not in output
-    assert "2  Run it · the program, 5 times" in output
+    assert "2  Run it · the program 5 times, all at once" in output
+
+
+@pytest.mark.parametrize(
+    ("parallel", "subtitle"),
+    [(5, "all at once"), (3, "3 at a time"), (1, "new notes\n")],
+)
+def test_act_two_says_how_many_run_at_once(root, parallel, subtitle):
+    output, _ = _plain(FakeEngine(root, parallel=parallel))
+    assert subtitle in output
 
 
 def test_no_seal_means_no_seal_line_and_no_verify_command(root):
diff --git a/tests/test_quickstart_workers.py b/tests/test_quickstart_workers.py
new file mode 100644
index 0000000000..3fb569fe98
--- /dev/null
+++ b/tests/test_quickstart_workers.py
@@ -0,0 +1,84 @@
+"""Act 2's worker pool: parallel runs, and what happens when a worker can't.
+
+The workers here are stand-ins (tests/quickstart_fake_workers.py) in real
+spawned processes, so the pool's scheduling, stall handling and fallbacks run
+for real without a browser.
+"""
+
+from __future__ import annotations
+
+import quickstart_fake_workers as fake
+
+from openadapt.quickstart import workers
+from openadapt.quickstart.workers import WorkerPool, worker_count
+
+JOBS = [(index, f"note {index}", f"run-{index}") for index in range(1, 6)]
+
+
+def _run(tmp_path, target, size=5):
+    pool = WorkerPool(size, visible=False, target=target)
+    finished = []
+    try:
+        back = pool.run(
+            JOBS, bundle_dir=tmp_path, root=tmp_path, on_finish=finished.append
+        )
+    finally:
+        pool.close()
+    return finished, back
+
+
+def test_worker_count_is_one_per_two_cpus_and_at_most_one_per_run():
+    assert [worker_count(cpus) for cpus in (1, 2, 4, 8, 12, 64)] == [1, 1, 2, 4, 5, 5]
+
+
+def test_every_run_finishes_in_the_workers(tmp_path):
+    finished, back = _run(tmp_path, fake.good)
+    assert back == []
+    assert sorted(run.index for run in finished) == [1, 2, 3, 4, 5]
+    assert all(run.checked for run in finished)
+    assert finished[0].run_dir.parent == tmp_path
+
+
+def test_fewer_workers_than_runs_take_turns(tmp_path):
+    finished, back = _run(tmp_path, fake.good, size=2)
+    assert back == []
+    assert sorted(run.index for run in finished) == [1, 2, 3, 4, 5]
+
+
+def test_a_stalled_run_comes_back_in_a_new_folder(tmp_path, monkeypatch):
+    monkeypatch.setattr(workers, "STALL_S", 3.0)
+    finished, back = _run(tmp_path, fake.stalls_on_run_2)
+    assert back == [(2, "note 2", "run-2-again")]
+    assert 2 not in {run.index for run in finished}
+
+
+def test_a_run_that_raised_is_reported_and_not_repeated(tmp_path):
+    finished, back = _run(tmp_path, fake.fails_run_3)
+    assert back == []
+    (failed,) = [run for run in finished if run.index == 3]
+    assert not failed.checked
+    assert failed.plain_label.startswith("Didn't finish: TutorialError")
+
+
+def test_workers_that_cannot_start_hand_every_run_back(tmp_path):
+    finished, back = _run(tmp_path, fake.never_ready)
+    assert finished == []
+    assert back == JOBS
+
+
+def test_usable_counts_only_workers_that_did_not_give_up(tmp_path):
+    import time
+
+    pool = WorkerPool(3, visible=False, target=fake.never_ready)
+    try:
+        deadline = time.monotonic() + 30
+        while pool.usable() and time.monotonic() < deadline:
+            time.sleep(0.1)
+        assert pool.usable() == 0
+    finally:
+        pool.close()
+    good = WorkerPool(2, visible=False, target=fake.good)
+    try:
+        assert good.usable() == 2
+    finally:
+        good.close()

From 85cbcab17d8f7caef5602333b62ef052bb328172 Mon Sep 17 00:00:00 2001
From: abrichr <richard.abrich@mldsai.com>
Date: Tue, 20 Oct 2026 01:15:45 -0400
Subject: [PATCH 10/14] perf(quickstart): take the remaining work off the
 critical path

- One background check for the bundled browser instead of a playwright
  subprocess in each worker; workers start at lower CPU priority with two
  OCR threads each, so they don't slow Act 1's compile.
- Workers shut down during Act 3; the five Seals are signed then too.
- The halted run's screenshot is read while the engine waits on the
  database, and the side-by-side page is written alongside.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
---
 openadapt/quickstart/engine.py   | 128 +++++++++++++++++++++++++++----
 openadapt/quickstart/story.py    |  30 +++++++-
 openadapt/quickstart/workers.py  |  71 ++++++++++++-----
 tests/quickstart_fake_workers.py |   8 +-
 tests/test_quickstart.py         |  16 +++-
 5 files changed, 208 insertions(+), 45 deletions(-)

diff --git a/openadapt/quickstart/engine.py b/openadapt/quickstart/engine.py
index 77139a7535..037fec0fd3 100644
--- a/openadapt/quickstart/engine.py
+++ b/openadapt/quickstart/engine.py
@@ -286,6 +286,50 @@ def run_program(
     )
 
 
+class EarlyScreenRead:
+    """Read a screenshot on a thread as soon as it appears on disk.
+
+    :meth:`text_for` returns the text only for the same file with the same
+    bytes as were read; anything else is read again by the caller.
+    """
+
+    def __init__(self, path: Path) -> None:
+        self._path = path
+        self._stop = threading.Event()
+        self._digest: Optional[str] = None
+        self._text: Optional[str] = None
+        self._thread = threading.Thread(target=self._loop, name="quickstart-screen")
+        self._thread.daemon = True
+        self._thread.start()
+
+    def _loop(self) -> None:
+        while not self._stop.wait(_TICK_S):
+            if self._path.is_file():
+                time.sleep(_TICK_S)  # let the writer finish the file
+                digest = _sha256(self._path)
+                self._text = read_screen_text(self._path)
+                self._digest = digest
+                return
+
+    def stop(self) -> None:
+        self._stop.set()
+
+    def text_for(self, path: Path) -> Optional[str]:
+        self._thread.join(timeout=10)
+        if self._digest is None or Path(path).resolve() != self._path.resolve():
+            return None
+        return self._text if _sha256(Path(path)) == self._digest else None
+
+
+def _sha256(path: Path) -> Optional[str]:
+    import hashlib
+
+    try:
+        return hashlib.sha256(path.read_bytes()).hexdigest()
+    except OSError:
+        return None
+
+
 class FlowEngine:
     """The bundled tutorial, one stage per call, inside one browser process."""
 
@@ -299,6 +343,7 @@ def __init__(self, root: Path, *, visible: bool, pace_s: float = 0.0) -> None:
         self._stack = contextlib.ExitStack()
         self._base_url: Optional[str] = None
         self._pool: Any = None
+        self._starter: Any = None
 
     # -- lifetime ---------------------------------------------------------
 
@@ -394,18 +439,46 @@ def run(
     def start_workers(self) -> None:
         """Start the worker processes for Act 2 while Act 1 is still running."""
 
-        from openadapt.quickstart.workers import WorkerPool, worker_count
+        import threading
+
+        from openadapt.quickstart.workers import (
+            WorkerPool,
+            worker_browser,
+            worker_count,
+        )
 
         count = worker_count()
-        if count > 1 and self._pool is None:
-            self._pool = WorkerPool(count, visible=self.visible)
-            self._stack.callback(self._pool.close)
+        if count <= 1 or self._starter is not None:
+            return
+
+        def start() -> None:
+            # Checking for the bundled browser takes about a second, so it
+            # happens here, off the main thread, once for every worker.
+            browser = worker_browser(self.visible)
+            if browser is not None:
+                self._pool = WorkerPool(count, visible=self.visible, browser=browser)
+
+        self._starter = threading.Thread(target=start, name="quickstart-workers")
+        self._starter.start()
+        self._stack.callback(self._close_pool)
+
+    def _close_pool(self) -> None:
+        if self._starter is not None:
+            self._starter.join()
+        if self._pool is not None:
+            self._pool.close()
+
+    def _started_pool(self) -> Any:
+        if self._starter is not None:
+            self._starter.join()
+        return self._pool
 
     @property
     def parallel(self) -> int:
         """How many runs can go at once: the workers that didn't give up."""
 
-        return max(1, self._pool.usable()) if self._pool is not None else 1
+        pool = self._started_pool()
+        return max(1, pool.usable()) if pool is not None else 1
 
     def run_all(
         self, notes: Sequence[str], on_finish: Callable[[RunFacts], None]
@@ -425,13 +498,16 @@ def run_all(
             for index, note in enumerate(notes, 1)
         ]
         leftover = jobs
-        if self._pool is not None:
-            leftover = self._pool.run(
+        pool = self._started_pool()
+        if pool is not None:
+            leftover = pool.run(
                 jobs,
                 bundle_dir=self.bundle_dir,
                 root=self.root,
                 on_finish=on_finish,
             )
+            # Act 2 is their only job: let them shut down during Act 3.
+            pool.release()
         for index, note, folder in leftover:
             on_finish(self.run(index, note, folder))
 
@@ -453,21 +529,29 @@ def break_it(self) -> BreakFacts:
         """Rerun the same program while the database rejects the save."""
 
         from openadapt_flow.demo_proof import _final_frame, _load_report
-        from openadapt_flow.tutorial import _run_break_it
+        from openadapt_flow.tutorial import _run_break_it, consequential_step
 
         assert self.workflow is not None
+        run_dir = self.root / "run-broken"
+        save = consequential_step(self.workflow).id
+        # The save step's screenshot lands before the engine's wait on the
+        # database, so it can be read during that wait.
+        self._early = EarlyScreenRead(run_dir / "steps" / f"{save}_after.png")
         started = time.monotonic()
-        result = _run_break_it(
-            workflow=self.workflow,
-            bundle_dir=self.bundle_dir,
-            run_dir=self.root / "run-broken",
-            headed=self.visible,
-            say=lambda message: None,
-        )
+        try:
+            result = _run_break_it(
+                workflow=self.workflow,
+                bundle_dir=self.bundle_dir,
+                run_dir=run_dir,
+                headed=self.visible,
+                say=lambda message: None,
+            )
+        finally:
+            self._early.stop()
         seconds = time.monotonic() - started
         report = _load_report(Path(result.run_dir))
         screenshot = _final_frame(Path(result.run_dir), report) if report else None
-        screen_text = read_screen_text(screenshot) if screenshot else None
+        screen_text = None  # read by read_screen(), alongside the page
         return BreakFacts(
             run_dir=Path(result.run_dir),
             fault=result.fault,
@@ -485,6 +569,18 @@ def break_it(self) -> BreakFacts:
             result=result,
         )
 
+    def read_screen(self, broken: BreakFacts) -> Optional[str]:
+        """What the halted run's screenshot says (see :func:`read_screen_text`)."""
+
+        if broken.screenshot is None:
+            return None
+        early = getattr(self, "_early", None)
+        if early is not None:
+            text = early.text_for(broken.screenshot)
+            if text is not None:
+                return text
+        return read_screen_text(broken.screenshot)
+
     # -- finale -----------------------------------------------------------
 
     def seal(self, runs: list[RunFacts]) -> Optional[SealFacts]:
diff --git a/openadapt/quickstart/story.py b/openadapt/quickstart/story.py
index 8afc5ef826..59d2597d37 100644
--- a/openadapt/quickstart/story.py
+++ b/openadapt/quickstart/story.py
@@ -71,6 +71,8 @@ def before_prompt(self) -> None: ...
 
     def break_it(self) -> BreakFacts: ...
 
+    def read_screen(self, broken: BreakFacts) -> Optional[str]: ...
+
     def seal(self, runs: list[RunFacts]) -> Optional[SealFacts]: ...
 
     def write_page(self, first: RunFacts, broken: BreakFacts) -> Optional[Path]: ...
@@ -236,8 +238,11 @@ def finished(run: RunFacts) -> None:
             engine.run_all(RUN_NOTES, finished)
         outcome.act2_seconds = clock() - act_start
         view.runs_total(outcome)
+        # Sign the checked runs' reports while Act 3 runs; the finale waits.
+        sealing = _in_background(lambda: engine.seal(list(outcome.runs)))
 
         # Act 3: break it.
+        paging = None
         if break_it:
             view.act(3, "Break it", "the next save fails silently")
             view.break_setup()
@@ -248,13 +253,21 @@ def finished(run: RunFacts) -> None:
                 paused += clock() - waited
             with view.breaking():
                 outcome.broken = engine.break_it()
+                broken = outcome.broken
+                if outcome.runs:
+                    # The page needs only the runs; build it while the
+                    # screenshot is read.
+                    paging = _in_background(
+                        lambda: engine.write_page(outcome.runs[0], broken)
+                    )
+                broken.screen_text = engine.read_screen(broken)
             view.break_result(outcome.broken)
             if verbose:
                 view.detail(_engine_detail_break(outcome.broken))
 
-        outcome.seal = engine.seal(outcome.runs)
-        if outcome.broken is not None and outcome.runs:
-            outcome.page = engine.write_page(outcome.runs[0], outcome.broken)
+        outcome.seal = sealing.result()
+        if paging is not None:
+            outcome.page = paging.result()
             if outcome.page is not None and open_page is not None:
                 outcome.page_opened = bool(open_page(outcome.page))
     finally:
@@ -264,6 +277,17 @@ def finished(run: RunFacts) -> None:
     return outcome
 
 
+def _in_background(work: Callable[[], Any]) -> Any:
+    """Start ``work`` on a thread; ``.result()`` waits and re-raises."""
+
+    from concurrent.futures import ThreadPoolExecutor
+
+    executor = ThreadPoolExecutor(max_workers=1, thread_name_prefix="quickstart")
+    future = executor.submit(work)
+    executor.shutdown(wait=False)
+    return future
+
+
 def _act2_subtitle(total: int, varied: bool, parallel: int) -> str:
     # An engine that can't give a run its own note replays the demonstrated
     # one, and the header says so.
diff --git a/openadapt/quickstart/workers.py b/openadapt/quickstart/workers.py
index 417191b9ae..53d2388aac 100644
--- a/openadapt/quickstart/workers.py
+++ b/openadapt/quickstart/workers.py
@@ -42,6 +42,12 @@
 #: it) and the run is repeated in the main process, in a new run folder.
 STALL_S = 45.0
 
+#: How much lower than the main process a worker's CPU priority is.
+WORKER_NICENESS = 10
+
+#: The OCR engine's thread count (read once, when the engine loads).
+OCR_THREADS_ENV = "OPENADAPT_FLOW_OCR_THREADS"
+
 #: One job: run number, note (None replays the demonstrated note), and the
 #: name of its run folder under the quickstart's output directory.
 Job = tuple[int, Optional[str], str]
@@ -54,32 +60,46 @@ def worker_count(cpus: Optional[int] = None) -> int:
     return max(1, min(MAX_WORKERS, cpus // 2))
 
 
-def _use_bundled_browser(visible: bool) -> bool:
-    """Point this worker at Playwright's own Chromium; False when it's absent."""
+def worker_browser(visible: bool) -> Optional[str]:
+    """The browser setting workers should use, or None when they shouldn't run.
+
+    Checked once, in the main process: ``""`` keeps the person's own
+    ``OPENADAPT_FLOW_BROWSER`` (or ``auto``, which means the bundled build on
+    a computer without Chrome or Edge); ``"bundled"`` points workers at
+    Playwright's own Chromium, already on disk. None means only an installed
+    Chrome or Edge is available, so the runs go one after another.
+    """
 
     from openadapt_flow import _browser_setup as setup
 
     if os.environ.get(setup.BROWSER_ENV):
-        return True  # the person chose a browser; respect it
+        return ""
     if setup.installed_browser_channel() is None:
-        return True  # "auto" already means the bundled build here
+        return ""
     try:
         present = setup._bundled_present(only_shell=not visible)
-    except Exception:  # noqa: BLE001 - unknown means don't start a worker
+    except Exception:  # noqa: BLE001 - unknown means run one after another
         present = False
-    if present:
-        os.environ[setup.BROWSER_ENV] = "bundled"
-    return present
+    return "bundled" if present else None
 
 
-def _worker_main(conn: Connection, visible: bool) -> None:
+def _worker_main(conn: Connection, visible: bool, browser: str = "") -> None:
     """One worker: get ready, then run the program for each job it is sent."""
 
+    # Five engines at once: two OCR threads each, as Flow's parallel workers
+    # use, so they don't crowd out the main process's compile.
+    os.environ.setdefault(OCR_THREADS_ENV, "2")
+    if browser:
+        os.environ["OPENADAPT_FLOW_BROWSER"] = browser
+    # Workers get ready while the main process demonstrates and compiles.
+    # Lower priority keeps them on spare cores then; in Act 2 the main
+    # process only waits, so the workers have the computer to themselves.
+    if hasattr(os, "nice"):
+        try:
+            os.nice(WORKER_NICENESS)
+        except OSError:
+            pass
     try:
-        if not _use_bundled_browser(visible):
-            conn.send(("broken", "Playwright's own Chromium isn't installed"))
-            return
-
         from openadapt_flow import _prewarm
         from openadapt_flow.backends._browser_process import shared_browser
         from openadapt_flow.ir import Workflow
@@ -165,13 +185,16 @@ def __init__(
         size: int,
         *,
         visible: bool,
-        target: Callable[[Connection, bool], None] = _worker_main,
+        browser: str = "",
+        target: Callable[..., None] = _worker_main,
     ) -> None:
         context = multiprocessing.get_context("spawn")
         self._workers: dict[Connection, Any] = {}
         for _ in range(size):
             parent, child = context.Pipe()
-            process = context.Process(target=target, args=(child, visible), daemon=True)
+            process = context.Process(
+                target=target, args=(child, visible, browser), daemon=True
+            )
             process.start()
             child.close()
             self._workers[parent] = process
@@ -283,12 +306,17 @@ def give(conn: Connection) -> None:
                     self._drop(conn)
         return sorted(back + pending)
 
-    def close(self) -> None:
-        for conn, process in self._workers.items():
+    def release(self) -> None:
+        """Tell every worker to shut down, without waiting for it."""
+
+        for conn in self._workers:
             try:
                 conn.send(("close",))
             except (BrokenPipeError, OSError):
                 pass
+
+    def close(self) -> None:
+        self.release()
         for conn, process in self._workers.items():
             process.join(timeout=10)
             if process.is_alive():
@@ -302,4 +330,11 @@ def _again(job: Job) -> Job:
     return (index, note, f"{folder}-again")
 
 
-__all__ = ["MAX_WORKERS", "STALL_S", "Job", "WorkerPool", "worker_count"]
+__all__ = [
+    "MAX_WORKERS",
+    "STALL_S",
+    "Job",
+    "WorkerPool",
+    "worker_browser",
+    "worker_count",
+]
diff --git a/tests/quickstart_fake_workers.py b/tests/quickstart_fake_workers.py
index dd596d268c..ee358b1d1e 100644
--- a/tests/quickstart_fake_workers.py
+++ b/tests/quickstart_fake_workers.py
@@ -39,11 +39,11 @@ def _serve(conn, behave) -> None:
         behave(conn, index, note, run_dir)
 
 
-def good(conn, visible) -> None:
+def good(conn, visible, browser="") -> None:
     _serve(conn, lambda c, i, n, d: c.send(("done", _facts(i, n, d))))
 
 
-def stalls_on_run_2(conn, visible) -> None:
+def stalls_on_run_2(conn, visible, browser="") -> None:
     def behave(c, i, n, d):
         if i == 2:
             time.sleep(600)
@@ -52,7 +52,7 @@ def behave(c, i, n, d):
     _serve(conn, behave)
 
 
-def fails_run_3(conn, visible) -> None:
+def fails_run_3(conn, visible, browser="") -> None:
     def behave(c, i, n, d):
         if i == 3:
             c.send(("failed", "TutorialError: the gate refused"))
@@ -62,5 +62,5 @@ def behave(c, i, n, d):
     _serve(conn, behave)
 
 
-def never_ready(conn, visible) -> None:
+def never_ready(conn, visible, browser="") -> None:
     conn.send(("broken", "Playwright's own Chromium isn't installed"))
diff --git a/tests/test_quickstart.py b/tests/test_quickstart.py
index c7c99d9111..abed433807 100644
--- a/tests/test_quickstart.py
+++ b/tests/test_quickstart.py
@@ -49,6 +49,8 @@
 
 SNAPSHOT = Path(__file__).parent / "snapshots" / "quickstart_plain.snapshot"
 
+SCREEN_TEXT = "Encounter saved — Synthetic follow-up in two weeks"
+
 DEMO = [
     ("Click Open", 0.4),
     ("Click New Encounter", 0.7),
@@ -101,7 +103,7 @@ def _broken(root: Path, **overrides) -> BreakFacts:
         execution_outcome="HALTED",
         transaction_outcome="RECONCILIATION_REQUIRED",
         screen_showed_success=True,
-        screen_text="Encounter saved — Synthetic follow-up in two weeks",
+        screen_text=SCREEN_TEXT,
         screenshot=None,
         new_records=0,
         effects_required=2,
@@ -185,7 +187,12 @@ def before_prompt(self):
 
     def break_it(self):
         self.calls.append("break")
-        return _broken(self.root, **self._broken)
+        broken = dict(self._broken)
+        self._screen = broken.pop("screen_text", SCREEN_TEXT)
+        return _broken(self.root, **broken)
+
+    def read_screen(self, broken):
+        return self._screen
 
     def seal(self, runs):
         self.calls.append("seal")
@@ -247,17 +254,18 @@ def test_plain_output_matches_the_snapshot(root):
 def test_plain_output_runs_the_three_acts_in_order(root):
     engine = FakeEngine(root)
     output, _ = _plain(engine)
-    assert engine.calls == [
+    # Signing runs on a thread during Act 3, after the five runs.
+    assert [call for call in engine.calls if call != "seal"] == [
         "enter",
         "start workers",
         "record",
         "compile",
         *(f"run {index}" for index in range(1, 6)),
         "break",
-        "seal",
         "page",
         "exit",
     ]
+    assert engine.calls.index("seal") > engine.calls.index("run 5")
     acts = [output.index(f"\n{n}  ") for n in (1, 2, 3)]
     assert acts == sorted(acts)
     assert "\x1b[" not in output

From 90ca8445bb27a6f8747f23b06a0645f0611dc0c2 Mon Sep 17 00:00:00 2001
From: abrichr <richard.abrich@mldsai.com>
Date: Tue, 20 Oct 2026 01:22:46 -0400
Subject: [PATCH 11/14] fix(quickstart): a run repeated after a stalled worker
 says so

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
---
 openadapt/quickstart/engine.py | 7 ++++++-
 openadapt/quickstart/view.py   | 3 ++-
 tests/test_quickstart.py       | 6 ++++++
 3 files changed, 14 insertions(+), 2 deletions(-)

diff --git a/openadapt/quickstart/engine.py b/openadapt/quickstart/engine.py
index 037fec0fd3..e8701c2dba 100644
--- a/openadapt/quickstart/engine.py
+++ b/openadapt/quickstart/engine.py
@@ -69,6 +69,9 @@ class RunFacts:
     #: The engine's plain-language result for this run ("Done and checked",
     #: "Stopped before saving", ...), from its transaction outcome.
     plain_label: str = ""
+    #: True when this run is a repeat: its first try, in a worker, stalled
+    #: and was stopped.
+    repeated: bool = False
 
     @property
     def report_md(self) -> Path:
@@ -509,7 +512,9 @@ def run_all(
             # Act 2 is their only job: let them shut down during Act 3.
             pool.release()
         for index, note, folder in leftover:
-            on_finish(self.run(index, note, folder))
+            run = self.run(index, note, folder)
+            run.repeated = folder != f"run-{index}"
+            on_finish(run)
 
     # -- act 3 ------------------------------------------------------------
 
diff --git a/openadapt/quickstart/view.py b/openadapt/quickstart/view.py
index 1c81c0d85a..4a6e399dab 100644
--- a/openadapt/quickstart/view.py
+++ b/openadapt/quickstart/view.py
@@ -51,7 +51,8 @@ def compiled_line(outcome: Outcome) -> str:
 
 def run_status(run: RunFacts, marks: Marks) -> str:
     if run.checked:
-        return f"{marks.ok} checked in the database"
+        again = " (on a second try)" if run.repeated else ""
+        return f"{marks.ok} checked in the database{again}"
     return f"{marks.stop} {run.plain_label or run.execution_outcome}"
 
 
diff --git a/tests/test_quickstart.py b/tests/test_quickstart.py
index abed433807..122ac361e2 100644
--- a/tests/test_quickstart.py
+++ b/tests/test_quickstart.py
@@ -353,6 +353,12 @@ def test_numbers_follow_the_runs(root):
     assert outcome.checked == 4
 
 
+def test_a_repeated_run_says_so(root):
+    output, _ = _plain(FakeEngine(root, runs={3: {"repeated": True}}))
+    assert "✓ checked in the database (on a second try)" in output
+    assert output.count("second try") == 1
+
+
 def test_the_aha_line_appears_only_when_the_run_showed_it(root):
     shown, _ = _plain(FakeEngine(root))
     assert (

From c36f0f1df79e774d2de67aef44fa4fa0516fa69d Mon Sep 17 00:00:00 2001
From: abrichr <richard.abrich@mldsai.com>
Date: Tue, 20 Oct 2026 01:25:32 -0400
Subject: [PATCH 12/14] fix(quickstart): work with released Flow 2.2.0 and
 without the engine

- Seals use the API Flow 2.2.0 already ships (seal_run with the Seal home,
  public_key_entry), so the receipt's Seal and seal verify FOLDER work with
  the released engine too.
- The display check no longer imports the engine, so the launcher's
  quickstart tests pass on Python 3.13+, where the engine isn't installed.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
---
 openadapt/cli.py               | 10 +++++-----
 openadapt/quickstart/engine.py | 30 +++++++++++++++++++++++-------
 tests/test_quickstart.py       | 26 ++++++++++++++++++++++----
 3 files changed, 50 insertions(+), 16 deletions(-)

diff --git a/openadapt/cli.py b/openadapt/cli.py
index 2111512f49..9f00b71f5a 100644
--- a/openadapt/cli.py
+++ b/openadapt/cli.py
@@ -1253,11 +1253,11 @@ def _verify_sealed_runs(folder: Path, extra: list[str]) -> int:
     try:
         from openadapt_flow.offline_seal import (
             load_registry,
+            parse_key_registry,
+            public_key_entry,
             seal_home,
-            signer_for,
             verify_run,
         )
-        from openadapt_types.seal import parse_key_registry
     except ImportError:
         click.echo(
             "This openadapt-flow cannot check offline Seals. Upgrade with: "
@@ -1274,9 +1274,9 @@ def _verify_sealed_runs(folder: Path, extra: list[str]) -> int:
             "the other options."
         )
     else:
-        signer = signer_for(seal_home())
-        registry = parse_key_registry([signer.registry_entry()])
-        source = f"this computer's Seal key, {signer.registry_entry()['key_id']}"
+        entry = public_key_entry(seal_home())
+        registry = parse_key_registry([entry])
+        source = f"this computer's Seal key, {entry['key_id']}"
     click.echo(f"Checking {len(runs)} sealed runs in {folder} against {source}")
     valid = 0
     for run in runs:
diff --git a/openadapt/quickstart/engine.py b/openadapt/quickstart/engine.py
index e8701c2dba..c2d4e8cd2a 100644
--- a/openadapt/quickstart/engine.py
+++ b/openadapt/quickstart/engine.py
@@ -596,16 +596,17 @@ def seal(self, runs: list[RunFacts]) -> Optional[SealFacts]:
         """
 
         try:
-            from openadapt_flow.offline_seal import seal_home, seal_run, signer_for
+            from openadapt_flow.offline_seal import seal_home, seal_run
         except ImportError:
             return None
         checked = [run for run in runs if run.checked]
         if not checked:
             return None
-        signer = signer_for(seal_home())
         key_id = ""
         for run in checked:
-            seal = seal_run(run.run_dir, enqueue=False, signer=signer)
+            # The configured Seal key, or one generated under the Seal home
+            # on first use (the offline-Seal default).
+            seal = seal_run(run.run_dir, home=seal_home(), enqueue=False)
             key_id = str(seal.key_id)
         return SealFacts(key_id=key_id, sealed=len(checked))
 
@@ -671,12 +672,27 @@ def return_focus_to_terminal(
     return True
 
 
-def display_available() -> bool:
-    """True when a browser window (or tab) is likely to reach a person."""
+def display_available(
+    *, platform: Optional[str] = None, environ=None, isatty=None
+) -> bool:
+    """True when a browser window (or tab) is likely to reach a person.
+
+    The same rule as ``openadapt flow demo``: output on a terminal, and a
+    display (X11 or Wayland, or a local macOS or Windows session, not SSH).
+    """
 
-    from openadapt_flow.demo_proof import display_available as available
+    import os
+    import sys
 
-    return available()
+    env = os.environ if environ is None else environ
+    tty = isatty() if isatty is not None else sys.stdout.isatty()
+    if not tty:
+        return False
+    if env.get("DISPLAY") or env.get("WAYLAND_DISPLAY"):
+        return True
+    if env.get("SSH_CONNECTION") or env.get("SSH_TTY"):
+        return False
+    return (platform or sys.platform) in ("darwin", "win32")
 
 
 def open_page(page: Path) -> bool:
diff --git a/tests/test_quickstart.py b/tests/test_quickstart.py
index 122ac361e2..7e91560fbc 100644
--- a/tests/test_quickstart.py
+++ b/tests/test_quickstart.py
@@ -456,6 +456,25 @@ def enter(*args):
     assert outcome.total_seconds == pytest.approx(6.0)
 
 
+@pytest.mark.parametrize(
+    ("environ", "platform", "tty", "shown"),
+    [
+        ({}, "darwin", True, True),
+        ({}, "linux", True, False),
+        ({"DISPLAY": ":0"}, "linux", True, True),
+        ({"SSH_CONNECTION": "x"}, "darwin", True, False),
+        ({}, "darwin", False, False),
+    ],
+)
+def test_display_available_needs_no_engine(environ, platform, tty, shown):
+    from openadapt.quickstart.engine import display_available
+
+    assert (
+        display_available(platform=platform, environ=environ, isatty=lambda: tty)
+        is shown
+    )
+
+
 @pytest.mark.parametrize(
     ("visible", "platform", "environ", "opened"),
     [
@@ -703,7 +722,7 @@ def write():
 
 def _seal_available() -> bool:
     try:
-        import openadapt_flow.offline_seal  # noqa: F401
+        from openadapt_flow.offline_seal import seal_run  # noqa: F401
     except ImportError:
         return False
     return True
@@ -767,11 +786,10 @@ def test_every_printed_command_answers_help_in_a_fresh_environment(tmp_path):
 def test_seal_verify_checks_each_sealed_run_in_a_folder(tmp_path, monkeypatch):
     if not _seal_available():
         pytest.skip("this openadapt-flow cannot sign offline Seals")
-    from openadapt_flow.offline_seal import seal_run, signer_for
+    from openadapt_flow.offline_seal import seal_run
 
     monkeypatch.setenv("OPENADAPT_SEAL_HOME", str(tmp_path / "seal"))
     root = tmp_path / "openadapt-quickstart"
-    signer = signer_for(tmp_path / "seal")
     for index in (1, 2):
         run = root / f"run-{index}"
         run.mkdir(parents=True)
@@ -779,7 +797,7 @@ def test_seal_verify_checks_each_sealed_run_in_a_folder(tmp_path, monkeypatch):
             json.dumps({"execution_outcome": "VERIFIED", "n": index}),
             encoding="utf-8",
         )
-        seal_run(run, home=tmp_path / "seal", enqueue=False, signer=signer)
+        seal_run(run, home=tmp_path / "seal", enqueue=False)
     (root / "bundle").mkdir()
 
     result = CliRunner().invoke(cli.main, ["seal", "verify", str(root)])

From a2f1311acc5226a8efa3134110f9209e19476687 Mon Sep 17 00:00:00 2001
From: abrichr <richard.abrich@mldsai.com>
Date: Tue, 20 Oct 2026 01:57:04 -0400
Subject: [PATCH 13/14] docs(quickstart): timing with Act 2 in parallel; a
 timeout per timed run

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
---
 .../timing-2026-10-20-parallel.json           | 94 +++++++++++++++++++
 scripts/quickstart_timing.py                  | 24 +++--
 2 files changed, 110 insertions(+), 8 deletions(-)
 create mode 100644 docs/quickstart/timing-2026-10-20-parallel.json

diff --git a/docs/quickstart/timing-2026-10-20-parallel.json b/docs/quickstart/timing-2026-10-20-parallel.json
new file mode 100644
index 0000000000..f04cda84ee
--- /dev/null
+++ b/docs/quickstart/timing-2026-10-20-parallel.json
@@ -0,0 +1,94 @@
+{
+  "machine": "Darwin arm64",
+  "python": "3.12.13",
+  "commands": {
+    "before": "flow tutorial --break-it --out",
+    "after": "quickstart --headless --out"
+  },
+  "runs": [
+    {
+      "command": "before",
+      "round": 0,
+      "exit_code": 0,
+      "wall_s": 21.6,
+      "load_1m": 9.3,
+      "lines": 54
+    },
+    {
+      "command": "after",
+      "round": 0,
+      "exit_code": 0,
+      "wall_s": 22.58,
+      "load_1m": 10.0,
+      "lines": 39
+    },
+    {
+      "command": "before",
+      "round": 1,
+      "exit_code": 0,
+      "wall_s": 21.02,
+      "load_1m": 9.8,
+      "lines": 54
+    },
+    {
+      "command": "after",
+      "round": 1,
+      "exit_code": 0,
+      "wall_s": 22.09,
+      "load_1m": 9.7,
+      "lines": 39
+    },
+    {
+      "command": "before",
+      "round": 2,
+      "exit_code": 0,
+      "wall_s": 22.26,
+      "load_1m": 10.3,
+      "lines": 54
+    },
+    {
+      "command": "after",
+      "round": 2,
+      "exit_code": 0,
+      "wall_s": 22.31,
+      "load_1m": 30.5,
+      "lines": 39
+    },
+    {
+      "command": "before",
+      "round": 3,
+      "exit_code": 0,
+      "wall_s": 21.45,
+      "load_1m": 25.8,
+      "lines": 54
+    },
+    {
+      "command": "after",
+      "round": 3,
+      "exit_code": 0,
+      "wall_s": 21.56,
+      "load_1m": 28.4,
+      "lines": 39
+    },
+    {
+      "command": "before",
+      "round": 4,
+      "exit_code": 0,
+      "wall_s": 22.95,
+      "load_1m": 33.9,
+      "lines": 54
+    },
+    {
+      "command": "after",
+      "round": 4,
+      "exit_code": 0,
+      "wall_s": 24.19,
+      "load_1m": 35.9,
+      "lines": 39
+    }
+  ],
+  "median_wall_s": {
+    "before": 21.6,
+    "after": 22.31
+  }
+}
diff --git a/scripts/quickstart_timing.py b/scripts/quickstart_timing.py
index f2c0ef32bb..dfcbdfc869 100644
--- a/scripts/quickstart_timing.py
+++ b/scripts/quickstart_timing.py
@@ -23,6 +23,9 @@
 import time
 from pathlib import Path
 
+#: A run that takes longer than this is recorded as a timeout, not waited on.
+RUN_TIMEOUT_S = 300
+
 COMMANDS = {
     "before": ["flow", "tutorial", "--break-it", "--out"],
     "after": ["quickstart", "--headless", "--out"],
@@ -52,21 +55,26 @@ def main() -> int:
             for name, argv in COMMANDS.items():
                 out = Path(work) / f"{name}-{round_index}"
                 started = time.monotonic()
-                result = subprocess.run(
-                    [launcher, *argv, str(out)],
-                    env=env,
-                    capture_output=True,
-                    text=True,
-                )
+                try:
+                    result = subprocess.run(
+                        [launcher, *argv, str(out)],
+                        env=env,
+                        capture_output=True,
+                        text=True,
+                        timeout=RUN_TIMEOUT_S,
+                    )
+                    code, lines = result.returncode, len(result.stdout.splitlines())
+                except subprocess.TimeoutExpired:
+                    code, lines = "timeout", 0
                 seconds = time.monotonic() - started
                 rows.append(
                     {
                         "command": name,
                         "round": round_index,
-                        "exit_code": result.returncode,
+                        "exit_code": code,
                         "wall_s": round(seconds, 2),
                         "load_1m": round(os.getloadavg()[0], 1),
-                        "lines": len(result.stdout.splitlines()),
+                        "lines": lines,
                     }
                 )
                 print(json.dumps(rows[-1]), flush=True)

From 69e10b1ba8419390c267af1e967623c259ae1e4c Mon Sep 17 00:00:00 2001
From: abrichr <richard.abrich@mldsai.com>
Date: Tue, 20 Oct 2026 02:00:08 -0400
Subject: [PATCH 14/14] docs(quickstart): re-record the capture with Act 2 in
 parallel

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
---
 docs/quickstart/quickstart.gif | Bin 249495 -> 227738 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)

diff --git a/docs/quickstart/quickstart.gif b/docs/quickstart/quickstart.gif
index ec01272daa05285d77c85c14b7560e6c1bc88fec..2eecca333ce35806e3d6b3cd2ab0d438517fd2b6 100644
GIT binary patch
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