From 6cb907addb290ec59d7e6586cb5a4e465c5091b1 Mon Sep 17 00:00:00 2001
From: abrichr <richard.abrich@mldsai.com>
Date: Thu, 30 Jul 2026 12:40:57 -0400
Subject: [PATCH 1/2] fix: make quickstart independently verified

---
 README.md               |  7 +++
 openadapt/cli.py        | 98 ++++++++++++++++++-----------------------
 platform-manifest.json  | 18 ++++----
 pyproject.toml          | 16 +++----
 tests/test_cli_smoke.py | 78 +++++++++++++++++++++++++-------
 uv.lock                 | 67 +++++++++++++++++++++-------
 6 files changed, 179 insertions(+), 105 deletions(-)

diff --git a/README.md b/README.md
index a1bdd1443..f88167e04 100644
--- a/README.md
+++ b/README.md
@@ -48,11 +48,18 @@ target application, API key, or operating-system automation permissions:
 openadapt quickstart
 ```
 
+The tutorial records and compiles a synthetic task, certifies it with the
+shipped clinical-write policy, and runs it under the Standard profile. A
+separate read-only API confirms the saved record outside the screen that
+performed the write. The healthy run returns `VERIFIED` with no model or Cloud
+call.
+
 You now have:
 
 - `openadapt-quickstart/recording/`: the demonstrated interaction and retained target evidence
 - `openadapt-quickstart/bundle/`: the inspectable compiled workflow
 - `openadapt-quickstart/run/REPORT.md`: the ordered actions, evidence, outcome, and any halt reason
+- `openadapt-quickstart/run/receipt.json`: the privacy-safe local receipt for the synthetic verified run
 
 Inspect the program and its deployment gaps:
 
diff --git a/openadapt/cli.py b/openadapt/cli.py
index 19b55aab3..8089f22c3 100644
--- a/openadapt/cli.py
+++ b/openadapt/cli.py
@@ -25,7 +25,6 @@
     openadapt doctor
 """
 
-import os
 import sys
 from pathlib import Path
 from typing import Optional
@@ -172,75 +171,62 @@ def _run_flow(argv: list[str]) -> None:
     "--headed", is_flag=True, help="Show the browser while the tutorial runs."
 )
 def quickstart(out: Path, headed: bool) -> None:
-    """Run the complete local tutorial: record, compile, check, and replay.
+    """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, keeps every artifact on this computer, and enables no
-    model or Cloud call. The output directory is never overwritten.
+    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.
     """
+    import os
+
     root = out.expanduser().resolve()
     if root.exists():
         raise click.UsageError(
             f"Output already exists: {root}. Pass --out with a new directory."
         )
 
-    recording = root / "recording"
-    bundle = root / "bundle"
-    run_dir = root / "run"
-    steps = [
-        ("Record the tutorial", ["demo-record", "--out", str(recording)]),
-        (
-            "Compile the recording",
-            [
-                "compile",
-                str(recording),
-                "--out",
-                str(bundle),
-                "--name",
-                "local-quickstart",
-            ],
-        ),
-        (
-            "Certify the tutorial",
-            ["certify", str(bundle), "--policy", "permissive"],
-        ),
-        (
-            "Replay locally",
-            ["replay", str(bundle), "--run-dir", str(run_dir)],
-        ),
+    argv = [
+        "tutorial",
+        "--out",
+        str(root),
+        "--name",
+        "local-quickstart",
     ]
     if headed:
-        steps[0][1].append("--headed")
-        steps[-1][1].append("--headed")
-
-    for index, (label, argv) in enumerate(steps, start=1):
-        click.echo(f"\n[{index}/{len(steps)}] {label}")
-        # The bundled tutorial contains synthetic identity-like strings. Keep
-        # the ordinary report warning meaningful for real workflows by making
-        # this one known-safe fixture explicit, then restore the operator's
-        # environment immediately after replay.
-        scrub = os.environ.get("OPENADAPT_FLOW_SCRUB")
-        if argv[0] == "replay" and scrub in (None, "auto"):
-            os.environ["OPENADAPT_FLOW_SCRUB"] = "off"
-        try:
-            code = _invoke_flow(argv)
-        finally:
-            if argv[0] == "replay" and 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"{label} stopped with exit code {code}. "
-                f"Any completed artifacts remain in {root}."
-            )
+        argv.append("--headed")
+
+    # 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"
+    try:
+        code = _invoke_flow(argv)
+    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: {bundle}")
-    click.echo(f"Run evidence: {run_dir}")
+    click.echo(f"Bundle: {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.")
-    click.echo(f"Inspect qualification gaps: openadapt flow lint {bundle}")
+    click.echo(f"Inspect qualification gaps: openadapt flow lint {root / 'bundle'}")
+    click.echo(
+        "See a fail-safe halt: openadapt flow replay "
+        f"{root / 'bundle'} --drift modal --run-dir {root}-halt"
+    )
     click.echo(
         "Connect this computer when you want Cloud history and collaboration: "
         "https://app.openadapt.ai/dashboard/settings/ingest"
diff --git a/platform-manifest.json b/platform-manifest.json
index 7180bdd25..341f60182 100644
--- a/platform-manifest.json
+++ b/platform-manifest.json
@@ -1,7 +1,7 @@
 {
   "manifest_kind": "openadapt-platform-release-manifest",
   "schema_version": "1.0.0",
-  "generated_at": "2026-07-29T20:44:27+00:00",
+  "generated_at": "2026-07-30T16:36:43+00:00",
   "release_channel": "beta",
   "components": {
     "launcher": {
@@ -26,21 +26,21 @@
     },
     "flow": {
       "package": "openadapt-flow",
-      "version": "1.26.0",
+      "version": "1.27.0",
       "source": "pypi",
       "requires_python": "<3.13,>=3.10",
       "artifacts": [
         {
           "type": "bdist_wheel",
-          "filename": "openadapt_flow-1.26.0-py3-none-any.whl",
-          "url": "https://files.pythonhosted.org/packages/5d/67/9160ea77b039fd9c4fc6a02035eecf060528c9c74c15e0038f4a1da94b7f/openadapt_flow-1.26.0-py3-none-any.whl",
-          "sha256": "a6f07f16d06c549b20e21ce54957557a707331ffaaa3b8cadbe2adfb5170bfea"
+          "filename": "openadapt_flow-1.27.0-py3-none-any.whl",
+          "url": "https://files.pythonhosted.org/packages/42/e5/c08a34a0fc3ab4d05e37e55db11347fa1eb56fb86082de217f2970c35cd0/openadapt_flow-1.27.0-py3-none-any.whl",
+          "sha256": "1de9fd1fb89811e2411946fcc61bfbf08e433b746ff6a4008f3294332abb816b"
         },
         {
           "type": "sdist",
-          "filename": "openadapt_flow-1.26.0.tar.gz",
-          "url": "https://files.pythonhosted.org/packages/07/6f/d7a0c3deca9ded1569eb94913b1cc8cddba65f6246d6c2075a2031e5c5ff/openadapt_flow-1.26.0.tar.gz",
-          "sha256": "83326969ca9e48a8fd3448a4ebbbb8c0f0d61e698fe81ce04e86b4031f7634a7"
+          "filename": "openadapt_flow-1.27.0.tar.gz",
+          "url": "https://files.pythonhosted.org/packages/8b/28/f29542489f2a45d3c80f28bde06a344e28d090d3e2721c760b2d6ebcba93/openadapt_flow-1.27.0.tar.gz",
+          "sha256": "2c0c1da300659ea6007d194cc07732e7436b06b2a0cbcf0386256f1064ebc107"
         }
       ]
     },
@@ -95,7 +95,7 @@
         ">=0.1.0"
       ],
       "openadapt-flow": [
-        ">=1.20.1,<2.0.0"
+        ">=1.25.1,<2.0.0"
       ],
       "openadapt-grounding": [
         ">=0.1.0"
diff --git a/pyproject.toml b/pyproject.toml
index 796c0d0ac..bcf221300 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -33,7 +33,7 @@ classifiers = [
 # All other capabilities (capture, ml, evals, ...) remain opt-in extras.
 dependencies = [
     "click>=8.0.0",
-    "openadapt-flow[hosted]>=1.20.1,<2.0.0",
+    "openadapt-flow[hosted]>=1.25.1,<2.0.0",
 ]
 
 [project.optional-dependencies]
@@ -49,22 +49,22 @@ browser = [
 # separately provisioned executable, not a Python-package dependency.
 capture = [
     "openadapt-capture>=1.0.4,<2.0.0",
-    "openadapt-flow[capture]>=1.20.1,<2.0.0",
+    "openadapt-flow[capture]>=1.25.1,<2.0.0",
 ]
 # Replay substrate dependencies stay separate from capture: recording observes
 # the human on the local interactive desktop, while replay may target a WAA
 # agent, a native app, or a remote framebuffer.
 windows = [
-    "openadapt-flow[windows]>=1.20.1,<2.0.0",
+    "openadapt-flow[windows]>=1.25.1,<2.0.0",
 ]
 macos = [
-    "openadapt-flow[macos]>=1.20.1,<2.0.0; sys_platform == 'darwin'",
+    "openadapt-flow[macos]>=1.25.1,<2.0.0; sys_platform == 'darwin'",
 ]
 linux = [
-    "openadapt-flow[linux]>=1.20.1,<2.0.0; sys_platform == 'linux'",
+    "openadapt-flow[linux]>=1.25.1,<2.0.0; sys_platform == 'linux'",
 ]
 rdp = [
-    "openadapt-flow[rdp]>=1.20.1,<2.0.0",
+    "openadapt-flow[rdp]>=1.25.1,<2.0.0",
 ]
 ml = [
     "openadapt-ml>=0.2.0",
@@ -82,13 +82,13 @@ retrieval = [
     "openadapt-retrieval>=0.1.0",
 ]
 privacy = [
-    "openadapt-flow[privacy]>=1.20.1,<2.0.0",
+    "openadapt-flow[privacy]>=1.25.1,<2.0.0",
 ]
 # `flow` now ships in the base install (see `dependencies` above). This
 # extra is kept for backward compatibility so `pip install openadapt[flow]`
 # and the `all` bundle still resolve.
 flow = [
-    "openadapt-flow>=1.20.1,<2.0.0",
+    "openadapt-flow>=1.25.1,<2.0.0",
 ]
 # Bundles
 core = [
diff --git a/tests/test_cli_smoke.py b/tests/test_cli_smoke.py
index 0fe61b49e..8e8649240 100644
--- a/tests/test_cli_smoke.py
+++ b/tests/test_cli_smoke.py
@@ -24,6 +24,7 @@
 from __future__ import annotations
 
 import ast
+import os
 import sys
 from pathlib import Path
 
@@ -87,14 +88,59 @@ def test_quickstart_runs_one_local_lifecycle_without_overwriting(monkeypatch):
         result = runner.invoke(cli_main, ["quickstart", "--out", "first-run"])
         assert result.exit_code == 0, result.output
 
-    assert [call[0] for call in calls] == [
-        "demo-record",
-        "compile",
-        "certify",
-        "replay",
-    ]
-    assert calls[2][-1] == "permissive"
-    assert "No model or Cloud call was enabled" in result.output
+    assert len(calls) == 1
+    assert calls[0][0] == "tutorial"
+    assert calls[0][1] == "--out"
+    assert calls[0][3:] == ["--name", "local-quickstart"]
+
+
+def test_quickstart_forwards_the_headed_tutorial_option(monkeypatch):
+    calls = []
+    monkeypatch.setattr(
+        "openadapt.cli._invoke_flow",
+        lambda argv: calls.append(list(argv)) or 0,
+    )
+
+    runner = CliRunner()
+    with runner.isolated_filesystem():
+        result = runner.invoke(
+            cli_main,
+            ["quickstart", "--headed", "--out", "headed-run"],
+        )
+
+    assert result.exit_code == 0, result.output
+    assert len(calls) == 1
+    assert calls[0][0] == "tutorial"
+    assert calls[0][-1] == "--headed"
+
+
+def test_quickstart_restores_the_operator_scrub_setting(monkeypatch):
+    monkeypatch.setenv("OPENADAPT_FLOW_SCRUB", "auto")
+    monkeypatch.setattr("openadapt.cli._invoke_flow", lambda _argv: 0)
+
+    runner = CliRunner()
+    with runner.isolated_filesystem():
+        result = runner.invoke(cli_main, ["quickstart", "--out", "first-run"])
+
+    assert result.exit_code == 0, result.output
+    assert os.environ["OPENADAPT_FLOW_SCRUB"] == "auto"
+
+
+def test_quickstart_retains_artifacts_when_the_engine_halts(monkeypatch):
+    def halt_after_writing(argv):
+        root = Path(argv[argv.index("--out") + 1])
+        root.mkdir(parents=True)
+        (root / "halt-evidence.json").write_text("{}")
+        return 2
+
+    monkeypatch.setattr("openadapt.cli._invoke_flow", halt_after_writing)
+
+    runner = CliRunner()
+    with runner.isolated_filesystem():
+        result = runner.invoke(cli_main, ["quickstart", "--out", "halted-run"])
+
+        assert result.exit_code != 0
+        assert Path("halted-run/halt-evidence.json").is_file()
 
 
 def test_quickstart_refuses_an_existing_output(monkeypatch):
@@ -207,22 +253,22 @@ def test_launcher_flow_and_substrate_extras_metadata():
     )["project"]
     extras = metadata["optional-dependencies"]
 
-    assert metadata["dependencies"].count("openadapt-flow[hosted]>=1.20.1,<2.0.0") == 1
-    assert extras["flow"] == ["openadapt-flow>=1.20.1,<2.0.0"]
+    assert metadata["dependencies"].count("openadapt-flow[hosted]>=1.25.1,<2.0.0") == 1
+    assert extras["flow"] == ["openadapt-flow>=1.25.1,<2.0.0"]
     assert extras["browser"] == ["playwright>=1.44"]
-    assert extras["privacy"] == ["openadapt-flow[privacy]>=1.20.1,<2.0.0"]
+    assert extras["privacy"] == ["openadapt-flow[privacy]>=1.25.1,<2.0.0"]
     assert extras["capture"] == [
         "openadapt-capture>=1.0.4,<2.0.0",
-        "openadapt-flow[capture]>=1.20.1,<2.0.0",
+        "openadapt-flow[capture]>=1.25.1,<2.0.0",
     ]
-    assert extras["windows"] == ["openadapt-flow[windows]>=1.20.1,<2.0.0"]
+    assert extras["windows"] == ["openadapt-flow[windows]>=1.25.1,<2.0.0"]
     assert extras["macos"] == [
-        "openadapt-flow[macos]>=1.20.1,<2.0.0; sys_platform == 'darwin'"
+        "openadapt-flow[macos]>=1.25.1,<2.0.0; sys_platform == 'darwin'"
     ]
     assert extras["linux"] == [
-        "openadapt-flow[linux]>=1.20.1,<2.0.0; sys_platform == 'linux'"
+        "openadapt-flow[linux]>=1.25.1,<2.0.0; sys_platform == 'linux'"
     ]
-    assert extras["rdp"] == ["openadapt-flow[rdp]>=1.20.1,<2.0.0"]
+    assert extras["rdp"] == ["openadapt-flow[rdp]>=1.25.1,<2.0.0"]
     assert extras["all"] == [
         "openadapt[browser,core,grounding,retrieval,privacy,flow,windows,rdp]",
         "openadapt[macos]; sys_platform == 'darwin'",
diff --git a/uv.lock b/uv.lock
index d30886605..2ab17ff20 100644
--- a/uv.lock
+++ b/uv.lock
@@ -596,6 +596,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/d1/d6/3965ed04c63042e047cb6a3e6ed1a63a35087b6a609aa3a15ed8ac56c221/colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6", size = 25335 },
 ]
 
+[[package]]
+name = "comtypes"
+version = "1.4.16"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/c6/2a/65274c13327f637ec13af8d39f2cf579d9ebe7a0e683696b5f05236d2805/comtypes-1.4.16.tar.gz", hash = "sha256:cd66d1add01265cface4df51ba1e31cd1657e04463c281c802e737e79e1ba93c", size = 260252 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/5f/7c/0eb685107290b6221c03c46d39214a4e42a124189691cb83ae3228257f46/comtypes-1.4.16-py3-none-any.whl", hash = "sha256:e18d85179ff12955524c5a8c3bc09cb3c0d890f1da4d7123d14244c7b78f84c8", size = 296230 },
+]
+
 [[package]]
 name = "confection"
 version = "1.3.3"
@@ -2331,14 +2340,14 @@ requires-dist = [
     { name = "openadapt", extras = ["macos"], marker = "sys_platform == 'darwin' and extra == 'all'" },
     { name = "openadapt-capture", marker = "extra == 'capture'", specifier = ">=1.0.4,<2.0.0" },
     { name = "openadapt-evals", marker = "extra == 'evals'", specifier = ">=0.1.0" },
-    { name = "openadapt-flow", marker = "extra == 'flow'", specifier = ">=1.20.1,<2.0.0" },
-    { name = "openadapt-flow", extras = ["capture"], marker = "extra == 'capture'", specifier = ">=1.20.1,<2.0.0" },
-    { name = "openadapt-flow", extras = ["hosted"], specifier = ">=1.20.1,<2.0.0" },
-    { name = "openadapt-flow", extras = ["linux"], marker = "sys_platform == 'linux' and extra == 'linux'", specifier = ">=1.20.1,<2.0.0" },
-    { name = "openadapt-flow", extras = ["macos"], marker = "sys_platform == 'darwin' and extra == 'macos'", specifier = ">=1.20.1,<2.0.0" },
-    { name = "openadapt-flow", extras = ["privacy"], marker = "extra == 'privacy'", specifier = ">=1.20.1,<2.0.0" },
-    { name = "openadapt-flow", extras = ["rdp"], marker = "extra == 'rdp'", specifier = ">=1.20.1,<2.0.0" },
-    { name = "openadapt-flow", extras = ["windows"], marker = "extra == 'windows'", specifier = ">=1.20.1,<2.0.0" },
+    { name = "openadapt-flow", marker = "extra == 'flow'", specifier = ">=1.25.1,<2.0.0" },
+    { name = "openadapt-flow", extras = ["capture"], marker = "extra == 'capture'", specifier = ">=1.25.1,<2.0.0" },
+    { name = "openadapt-flow", extras = ["hosted"], specifier = ">=1.25.1,<2.0.0" },
+    { name = "openadapt-flow", extras = ["linux"], marker = "sys_platform == 'linux' and extra == 'linux'", specifier = ">=1.25.1,<2.0.0" },
+    { name = "openadapt-flow", extras = ["macos"], marker = "sys_platform == 'darwin' and extra == 'macos'", specifier = ">=1.25.1,<2.0.0" },
+    { name = "openadapt-flow", extras = ["privacy"], marker = "extra == 'privacy'", specifier = ">=1.25.1,<2.0.0" },
+    { name = "openadapt-flow", extras = ["rdp"], marker = "extra == 'rdp'", specifier = ">=1.25.1,<2.0.0" },
+    { name = "openadapt-flow", extras = ["windows"], marker = "extra == 'windows'", specifier = ">=1.25.1,<2.0.0" },
     { name = "openadapt-grounding", marker = "extra == 'grounding'", specifier = ">=0.1.0" },
     { name = "openadapt-ml", marker = "extra == 'ml'", specifier = ">=0.2.0" },
     { name = "openadapt-retrieval", marker = "extra == 'retrieval'", specifier = ">=0.1.0" },
@@ -2350,7 +2359,7 @@ requires-dist = [
 
 [[package]]
 name = "openadapt-capture"
-version = "1.0.4"
+version = "1.2.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "alembic" },
@@ -2359,22 +2368,22 @@ dependencies = [
     { name = "matplotlib" },
     { name = "mss" },
     { name = "numpy" },
-    { name = "openai" },
     { name = "pillow" },
     { name = "psutil" },
     { name = "pydantic" },
     { name = "pydantic-settings" },
     { name = "pympler" },
     { name = "pyobjc-framework-applicationservices", marker = "sys_platform == 'darwin'" },
+    { name = "pywinauto", marker = "sys_platform == 'win32'" },
     { name = "sounddevice" },
     { name = "soundfile" },
     { name = "sqlalchemy" },
     { name = "tqdm" },
     { name = "websockets" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/9e/b7/d7002739f0eca1bcdaa748c4e47154b8c0c785387ae3f1f584d13f8062e1/openadapt_capture-1.0.4.tar.gz", hash = "sha256:990b93ed81f58c55ae0b5ee2dd09bcf1714740e7d995768d119ca742fb2ce9fc", size = 11976924 }
+sdist = { url = "https://files.pythonhosted.org/packages/19/ff/fdba52fe9ca72c3d3acca72d3382d4bb12870aa134a8958ea4c8bec00d59/openadapt_capture-1.2.2.tar.gz", hash = "sha256:6f4298d3daadf9cced8994207e34b3116a79209ef792e98f778a0770e2f3406c", size = 974499 }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/25/39/31677da3654aae8671c80abcca51ac805bf3331e62d95aa1c825a274dfb1/openadapt_capture-1.0.4-py3-none-any.whl", hash = "sha256:a5e93317e054f5faef6dd88ce9a50878770b16cffca97e21d59e6c171b4c6808", size = 185407 },
+    { url = "https://files.pythonhosted.org/packages/48/11/d737d8125155f98695e2331c8d16084869946d39fb97a52e694c1ef80e3e/openadapt_capture-1.2.2-py3-none-any.whl", hash = "sha256:550fffe50990fa8431d332bdd5fe4755976d83baa7ad62553f50ad9e4ddcd1ae", size = 202545 },
 ]
 
 [[package]]
@@ -2415,7 +2424,7 @@ wheels = [
 
 [[package]]
 name = "openadapt-flow"
-version = "1.20.1"
+version = "1.27.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "cryptography" },
@@ -2424,15 +2433,14 @@ dependencies = [
     { name = "numpy" },
     { name = "opencv-python-headless" },
     { name = "pillow" },
-    { name = "playwright" },
     { name = "pydantic" },
     { name = "pyyaml" },
     { name = "rapidocr-onnxruntime" },
     { name = "tomli", marker = "python_full_version < '3.11'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/76/c6/89fdb1162a3e2473b88349d010a4c85d51630f29267c1e135bbffe893e09/openadapt_flow-1.20.1.tar.gz", hash = "sha256:b65dbe853f25f8d259ba848eb5c7ae3494ef12c472ae0d9c3758687fee1650a1", size = 18851535 }
+sdist = { url = "https://files.pythonhosted.org/packages/8b/28/f29542489f2a45d3c80f28bde06a344e28d090d3e2721c760b2d6ebcba93/openadapt_flow-1.27.0.tar.gz", hash = "sha256:2c0c1da300659ea6007d194cc07732e7436b06b2a0cbcf0386256f1064ebc107", size = 19780272 }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/ba/12/e7b2630b231fa85ebe559e6934298dd5bfa8b4ae36dec884114dd5de85e7/openadapt_flow-1.20.1-py3-none-any.whl", hash = "sha256:9b8b7677bcb39f1c0448e012ec9791b6c44dce4e0a8c04734165e663c99cc8f3", size = 1182939 },
+    { url = "https://files.pythonhosted.org/packages/42/e5/c08a34a0fc3ab4d05e37e55db11347fa1eb56fb86082de217f2970c35cd0/openadapt_flow-1.27.0-py3-none-any.whl", hash = "sha256:1de9fd1fb89811e2411946fcc61bfbf08e433b746ff6a4008f3294332abb816b", size = 1685766 },
 ]
 
 [package.optional-dependencies]
@@ -3462,6 +3470,18 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/7c/de/4ee4d1022fcf6519471d84aa662beadcc2e3b656f28a566a8688a727f4d6/python_gdcm-3.2.6-cp312-cp312-win_amd64.whl", hash = "sha256:3ad86fffde082e068a9ebef940be21079c5d80dae30787eaaccf822ecaac964d", size = 34239099 },
 ]
 
+[[package]]
+name = "python-xlib"
+version = "0.33"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "six", marker = "sys_platform != 'darwin' and sys_platform != 'linux'" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/86/f5/8c0653e5bb54e0cbdfe27bf32d41f27bc4e12faa8742778c17f2a71be2c0/python-xlib-0.33.tar.gz", hash = "sha256:55af7906a2c75ce6cb280a584776080602444f75815a7aff4d287bb2d7018b32", size = 269068 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/fc/b8/ff33610932e0ee81ae7f1269c890f697d56ff74b9f5b2ee5d9b7fa2c5355/python_xlib-0.33-py2.py3-none-any.whl", hash = "sha256:c3534038d42e0df2f1392a1b30a15a4ff5fdc2b86cfa94f072bf11b10a164398", size = 182185 },
+]
+
 [[package]]
 name = "python3-xlib"
 version = "0.15"
@@ -3499,6 +3519,21 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/de/3d/8161f7711c017e01ac9f008dfddd9410dff3674334c233bde66e7ba65bbf/pywin32_ctypes-0.2.3-py3-none-any.whl", hash = "sha256:8a1513379d709975552d202d942d9837758905c8d01eb82b8bcc30918929e7b8", size = 30756 },
 ]
 
+[[package]]
+name = "pywinauto"
+version = "0.6.9"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "comtypes", marker = "sys_platform == 'win32'" },
+    { name = "python-xlib", marker = "platform_system == 'Linux' and sys_platform != 'darwin' and sys_platform != 'linux'" },
+    { name = "pywin32", marker = "sys_platform == 'win32'" },
+    { name = "six", marker = "sys_platform != 'darwin' and sys_platform != 'linux'" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/2c/85/cc65e3b64e7473cc86c07f0b5c415d509402c03ef19dadc39c583835eb5f/pywinauto-0.6.9.tar.gz", hash = "sha256:94d710bfa796df245250f952ffa65d97233d9807bcd42e052b71b81af469b6de", size = 434734 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/44/46/f2283648e0c237af451dc50ebc42121abfd198d12391fd9ad4df1c6b97d2/pywinauto-0.6.9-py2.py3-none-any.whl", hash = "sha256:5924b3072864a1d730c5546bbeb17cf4063ba518b618dbc5e43c18276c7c9356", size = 363041 },
+]
+
 [[package]]
 name = "pyyaml"
 version = "6.0.3"

From 95232e9253b047ea205b8aa56c8aa09ae0050cb5 Mon Sep 17 00:00:00 2001
From: abrichr <richard.abrich@mldsai.com>
Date: Thu, 30 Jul 2026 12:47:02 -0400
Subject: [PATCH 2/2] style: format quickstart output

---
 openadapt/cli.py | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/openadapt/cli.py b/openadapt/cli.py
index 8089f22c3..04adf4fa5 100644
--- a/openadapt/cli.py
+++ b/openadapt/cli.py
@@ -220,7 +220,9 @@ def quickstart(out: Path, headed: bool) -> None:
     click.echo(f"Bundle: {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(
+        "The synthetic write was confirmed through a read-only system-of-record API."
+    )
     click.echo("No model or Cloud call was enabled.")
     click.echo(f"Inspect qualification gaps: openadapt flow lint {root / 'bundle'}")
     click.echo(