diff --git a/packages/flow/benchmark/scoreboard/run.py b/packages/flow/benchmark/scoreboard/run.py
index 43cd37f3f..3f84fba89 100644
--- a/packages/flow/benchmark/scoreboard/run.py
+++ b/packages/flow/benchmark/scoreboard/run.py
@@ -13,6 +13,10 @@
 * ``first_run``: arm 2, the agent's first run under OpenAdapt: recorded by
   the JIT wrapper, read back, compiled, and taken through admission.
 * ``program``: arm 3, the compiled program driving the UI.
+* ``code_agent``: arm 7, the code-as-action agent's first run
+  (``ClaudeAgent(vision="code")`` in the compile-agent harness), recorded by
+  the same JIT wrapper as arm 2, read back, compiled and taken through the
+  same admission. ``--n`` first runs, each on a fresh cache.
 
 Every attempt is one row in ``raw/<task>/<arm>/<run id>/items.csv``. The
 outcome comes from reading the system of record after the attempt.
@@ -25,6 +29,7 @@
 import multiprocessing
 import os
 import shutil
+import signal
 import sys
 import time
 from pathlib import Path
@@ -376,7 +381,9 @@ def arm_agent(args: argparse.Namespace) -> int:
 # -- arms 2 and 3 on MockMed, through the JIT wrapper -------------------------------
 
 
-def _mockmed_jit(sess: Session, cache: Path, it: Any, agent: Any = None) -> Any:
+def _mockmed_jit(
+    sess: Session, cache: Path, it: Any, agent: Any = None, dialect: str = "anthropic"
+) -> Any:
     from openadapt_flow.jit import TaskSignature, WebApp, compile_agent
     from openadapt_flow.runtime.effects import RestRecordVerifier
     from scoreboard.tasks import mockmed
@@ -397,7 +404,7 @@ def _mockmed_jit(sess: Session, cache: Path, it: Any, agent: Any = None) -> Any:
         cache_dir=cache,
         key_dir=cache / "admission-keys",
         model_key=model_key() if agent is not None else None,
-        dialect="anthropic",
+        dialect=dialect,
     )
 
 
@@ -418,7 +425,9 @@ def _admitter(key_dir: Path) -> Any:
     return authority.principal_from_key(authority.load_encrypted_key(pem), key_dir)
 
 
-def _openemr_jit(cache: Path, values: dict[str, str], agent: Any = None) -> Any:
+def _openemr_jit(
+    cache: Path, values: dict[str, str], agent: Any = None, dialect: str = "anthropic"
+) -> Any:
     from openadapt_flow.jit import TaskSignature, WebApp, compile_agent
     from scoreboard.tasks import openemr as T
 
@@ -436,7 +445,7 @@ def _openemr_jit(cache: Path, values: dict[str, str], agent: Any = None) -> Any:
         cache_dir=cache,
         key_dir=cache / "admission-keys",
         model_key=model_key() if agent is not None else None,
-        dialect="anthropic",
+        dialect=dialect,
     )
 
 
@@ -660,9 +669,220 @@ def arm_program(args: argparse.Namespace) -> int:
     return 0
 
 
+# -- arm 7: the code-as-action agent's first run -----------------------------------
+
+#: The identity the save gate checks around every save (compile-agent harness).
+#: A new OpenEMR patient's identity is typed, not shown, so the gate checks the
+#: save happens in the new-patient confirm dialog.
+CODE_AGENT_ON_SCREEN = {
+    "mockmed": ["Jane Sample", "MRN P1"],
+    "openemr_referral": ["Create New Patient"],
+}
+#: OpenEMR items for arm 7 start here: clear of arm 2 (item 0, canary 999) and
+#: of the charts a trial run made on the fixture (items 701 to 705).
+OPENEMR_CODE_ITEM_BASE = 720
+
+
+def _program_check(jit: Any, trace: Any) -> dict[str, Any]:
+    from openadapt_flow.compile_agent.code_action import (
+        check_trace_against_ir,
+        distilled_events,
+    )
+    from openadapt_flow.ir import Workflow
+
+    try:
+        recording = (jit.candidate() or {}).get("compiled_recording")
+        return check_trace_against_ir(
+            trace.to_dict(),
+            Workflow.load(jit.bundle_dir),
+            distilled=distilled_events(Path(recording) if recording else None),
+        )
+    except Exception as exc:  # noqa: BLE001 - reported with the row
+        return {"passed": False, "error": f"{type(exc).__name__}: {exc}"[:300]}
+
+
+def arm_code_agent(args: argparse.Namespace) -> int:
+    from openadapt_flow.compile_agent import ClaudeAgent, SaveGate
+    from openadapt_flow.compile_agent.pipeline import _HarnessedAgent
+
+    task = task_module(args.task)
+    if task.NAME not in CODE_AGENT_ON_SCREEN:
+        raise SystemExit("arm 7 runs on mockmed and openemr_referral")
+    out = schema.run_dir(task.NAME, "code_agent", args.run_id)
+    schema.write_meta(
+        out,
+        task=task.NAME,
+        arm="code_agent",
+        model=AGENT_MODEL,
+        n=args.n,
+        vision="code",
+        effort="medium",
+        max_cost_per_item=args.max_cost,
+        on_screen=CODE_AGENT_ON_SCREEN[task.NAME],
+    )
+    # Arm 7 needs no admission bound to an origin, so it takes a free port.
+    sess = (
+        Session(task, args.tag, faults=False, port=0)
+        if task.NAME == "mockmed"
+        else None
+    )
+    on_screen = CODE_AGENT_ON_SCREEN[task.NAME]
+    try:
+        for i in range(args.start, args.n + 1):
+            if spent() + args.max_cost > SPEND_CAP_USD:
+                print(f"stopping: spend {spent():.2f} + {args.max_cost} passes the cap")
+                break
+            # Outside the source tree (schema.CACHE): recordings, bundles and a
+            # throwaway admission key are never committed.
+            cache = (
+                schema.cache_dir(task.NAME, "code_agent", args.run_id) / f"item-{i:03d}"
+            )
+            if cache.exists():
+                shutil.rmtree(cache)
+            if sess is not None:
+                it = sess.item(i)
+                values, canary_values, params = (
+                    it.values,
+                    sess.item(999).values,
+                    ["note"],
+                )
+                readback_fn = lambda: sess.readback(it)  # noqa: E731
+            else:
+                values = task.item_values(OPENEMR_CODE_ITEM_BASE + i)
+                canary_values = task.item_values(OPENEMR_CODE_ITEM_BASE + 100 + i)
+                params = list(task.PARAMS)
+                before_ids = {p["id"] for p in task.patients()}
+                readback_fn = lambda: task.check(values, before_ids)  # noqa: E731
+            inner = ClaudeAgent(
+                vision="code",
+                model=AGENT_MODEL,
+                effort="medium",
+                max_cost_usd=args.max_cost,
+                max_turns=60,
+                principal_id=f"agent:{AGENT_MODEL}:code",
+            )
+            agent = _HarnessedAgent(
+                inner,
+                gate=SaveGate(on_screen),
+                keep=[*on_screen, *values.values()],
+                evidence_dir=cache / "gates",
+                principal_id=inner.principal_id,
+            )
+            if sess is not None:
+                jit = _mockmed_jit(sess, cache, it, agent, dialect="generic")
+            else:
+                jit = _openemr_jit(cache, values, agent, dialect="generic")
+            error: Optional[BaseException] = None
+            load0 = schema.load_1m()
+            w0 = time.time()
+            signal.signal(signal.SIGALRM, _item_timeout)
+            signal.alarm(ITEM_TIMEOUT_S)
+            try:
+                result = jit.run(**values)
+            except Exception as exc:  # noqa: BLE001 - recorded, the batch goes on
+                error, result = exc, None
+            finally:
+                signal.alarm(0)
+            wall = time.time() - w0
+            load1 = schema.load_1m()
+            ledger = getattr(inner, "last_ledger", None)
+            cost = float(ledger.cost_usd()) if ledger is not None else 0.0
+            add_spend(cost, f"{task.NAME} code_agent {args.run_id} item {i}")
+            readback = readback_fn()
+            trace = getattr(inner, "last_trace", None)
+            summary: dict[str, Any] = {
+                "record_status": getattr(result, "status", None),
+                "detail": getattr(result, "detail", None)
+                or (str(error) if error else None),
+                "gates": [
+                    {
+                        k: v
+                        for k, v in g.items()
+                        if k in ("control", "decision", "missing")
+                    }
+                    for g in (agent.harness.gate_log if agent.harness else [])
+                ],
+            }
+            if result is not None and result.candidate is not None:
+                summary["program_check"] = _program_check(jit, trace)
+                summary.update(_admission(jit, params, canary_values, cache))
+            text = (ledger.summary or "") if ledger is not None else ""
+            ok = (
+                error is None
+                and result is not None
+                and result.status == "needs_human_admit"
+                and ledger is not None
+                and ledger.finished
+                and not any(w in text.lower() for w in FAILURE_WORDS)
+            )
+            ledger_doc = {
+                "ledger": ledger.to_dict() if ledger is not None else None,
+                "harness": agent.harness.stats.to_dict() if agent.harness else None,
+                "trace": trace.summary() if trace is not None else None,
+                "scripts": trace.log if trace is not None else None,
+                "result": summary,
+            }
+            (out / "ledgers").mkdir(parents=True, exist_ok=True)
+            (out / "ledgers" / f"item-{i:03d}.json").write_text(
+                json.dumps(ledger_doc, indent=2, default=str) + "\n"
+            )
+            row = schema.Row(
+                task=task.NAME,
+                arm="code_agent",
+                run_id=args.run_id,
+                item=i,
+                attempt=1,
+                fault="none",
+                reported_success=ok,
+                readback=readback,
+                outcome=schema.classify(ok, readback, "none"),
+                model_calls=ledger.model_calls if ledger is not None else 0,
+                input_tokens=ledger.total("input_tokens") if ledger else 0,
+                output_tokens=ledger.total("output_tokens") if ledger else 0,
+                cache_read_tokens=ledger.total("cache_read_input_tokens")
+                if ledger
+                else 0,
+                cache_write_tokens=(
+                    ledger.total("cache_creation_input_tokens") if ledger else 0
+                ),
+                cost_usd=round(cost, 6),
+                item_s=round(ledger.wall_seconds, 3) if ledger is not None else 0.0,
+                wall_s=round(wall, 3),
+                approvals_asked=1 if summary.get("admitted") else 0,
+                host_load_1m=load0,
+                timed=schema.timed(load0, load1),
+                detail=json.dumps(
+                    {
+                        "record_status": summary.get("record_status"),
+                        "program_check": (summary.get("program_check") or {}).get(
+                            "passed"
+                        ),
+                        "canary_status": summary.get("canary_status"),
+                        "admitted": summary.get("admitted"),
+                        "error": f"{type(error).__name__}: {error}" if error else None,
+                    },
+                    default=str,
+                )[:300],
+            )
+            schema.append(out / "items.csv", row)
+            # The admission keys and cache stay out of the repository.
+            shutil.rmtree(cache, ignore_errors=True)
+            print(
+                f"{task.NAME} code_agent {i:3d} {row.outcome:13s} {row.model_calls} calls "
+                f"{row.item_s:6.1f}s ${row.cost_usd:.3f} load {load0}->{load1} "
+                f"admitted={summary.get('admitted')} "
+                f"program={(summary.get('program_check') or {}).get('passed')}",
+                flush=True,
+            )
+    finally:
+        if sess is not None:
+            sess.close()
+    return 0
+
+
 def main() -> int:
     parser = argparse.ArgumentParser(description=__doc__.splitlines()[0])
-    parser.add_argument("arm", choices=["agent", "first_run", "program"])
+    parser.add_argument("arm", choices=["agent", "first_run", "program", "code_agent"])
     parser.add_argument("task", choices=["mockmed", "openimis", "openemr_referral"])
     parser.add_argument("--run-id", required=True)
     parser.add_argument("--n", type=int, default=100)
@@ -688,9 +908,12 @@ def main() -> int:
     args = parser.parse_args()
     if args.arm == "program" and not args.program_from:
         args.program_from = args.run_id
-    return {"agent": arm_agent, "first_run": arm_first_run, "program": arm_program}[
-        args.arm
-    ](args)
+    return {
+        "agent": arm_agent,
+        "first_run": arm_first_run,
+        "program": arm_program,
+        "code_agent": arm_code_agent,
+    }[args.arm](args)
 
 
 if __name__ == "__main__":
diff --git a/packages/flow/benchmark/scoreboard/superseded/README.md b/packages/flow/benchmark/scoreboard/superseded/README.md
new file mode 100644
index 000000000..8642156e7
--- /dev/null
+++ b/packages/flow/benchmark/scoreboard/superseded/README.md
@@ -0,0 +1,21 @@
+# Runs set aside
+
+Arm 7 runs made by the code-as-action session while the arm was being built,
+before measurements moved to a single runner (the launch-demo session) under
+the load gate. They are not in the scoreboard. They used this repository's
+runner (`scoreboard.run code_agent`), claude-sonnet-5-5, and the 9911/9910
+OpenEMR fixture; all rows are untimed (host load above 12). Spend: $0.31 in
+all on the scoreboard key, not entered in `raw/spend.json` here (the single
+runner adds it as one ledger entry).
+
+- `mockmed/code_agent/2026-10-18-a`: 5 first runs, 5 correct, all admitted,
+  every program check passed.
+- `openemr_referral/code_agent/2026-10-18-b`: 5 first runs (items 701 to 705),
+  4 correct and 1 safe stop on hand review (`HAND_REVIEW.md`). Admission
+  refused all 5 before the canary: no system-of-record change was bound to
+  the confirm-dialog save step. The four charts these runs saved are still on
+  the fixture, which is why arm 7's OpenEMR items now start at 721.
+- `openemr_referral/code_agent/2026-10-18-a`: 5 first runs refused by the save
+  gate at the first drop-down, before any save. A gate rule then counted any
+  `onchange` handler as "this drop-down submits the form", and OpenEMR's Title
+  drop-down has one. The rule now needs a handler that calls `submit` (#1305).
diff --git a/packages/flow/benchmark/scoreboard/superseded/mockmed/code_agent/2026-10-18-a/items.csv b/packages/flow/benchmark/scoreboard/superseded/mockmed/code_agent/2026-10-18-a/items.csv
new file mode 100644
index 000000000..020a0618b
--- /dev/null
+++ b/packages/flow/benchmark/scoreboard/superseded/mockmed/code_agent/2026-10-18-a/items.csv
@@ -0,0 +1,6 @@
+task,arm,run_id,item,attempt,fault,reported_success,readback,outcome,model_calls,input_tokens,output_tokens,cache_read_tokens,cache_write_tokens,cost_usd,item_s,wall_s,approvals_asked,host_load_1m,timed,detail
+mockmed,code_agent,2026-10-18-a,1,1,none,True,correct,correct,5,12,306,9126,473,0.006092,7.074,13.895,1,64.75,False,"{""record_status"": ""needs_human_admit"", ""program_check"": true, ""canary_status"": ""VERIFIED"", ""admitted"": true, ""error"": null}"
+mockmed,code_agent,2026-10-18-a,2,1,none,True,correct,correct,5,12,295,7226,2373,0.010352,6.956,9.504,1,55.46,False,"{""record_status"": ""needs_human_admit"", ""program_check"": true, ""canary_status"": ""VERIFIED"", ""admitted"": true, ""error"": null}"
+mockmed,code_agent,2026-10-18-a,3,1,none,True,correct,correct,5,12,305,7225,2372,0.010449,6.895,9.878,1,54.72,False,"{""record_status"": ""needs_human_admit"", ""program_check"": true, ""canary_status"": ""VERIFIED"", ""admitted"": true, ""error"": null}"
+mockmed,code_agent,2026-10-18-a,4,1,none,True,correct,correct,5,12,306,7226,2373,0.010462,6.343,9.952,1,50.82,False,"{""record_status"": ""needs_human_admit"", ""program_check"": true, ""canary_status"": ""VERIFIED"", ""admitted"": true, ""error"": null}"
+mockmed,code_agent,2026-10-18-a,5,1,none,True,correct,correct,5,12,294,7225,2372,0.010339,8.99,11.807,1,59.13,False,"{""record_status"": ""needs_human_admit"", ""program_check"": true, ""canary_status"": ""VERIFIED"", ""admitted"": true, ""error"": null}"
diff --git a/packages/flow/benchmark/scoreboard/superseded/mockmed/code_agent/2026-10-18-a/ledgers/item-001.json b/packages/flow/benchmark/scoreboard/superseded/mockmed/code_agent/2026-10-18-a/ledgers/item-001.json
new file mode 100644
index 000000000..1f2581866
--- /dev/null
+++ b/packages/flow/benchmark/scoreboard/superseded/mockmed/code_agent/2026-10-18-a/ledgers/item-001.json
@@ -0,0 +1,168 @@
+{
+  "ledger": {
+    "agent": "claude",
+    "model": "claude-sonnet-5-5",
+    "vision": "code",
+    "model_calls": 5,
+    "input_tokens": 12,
+    "output_tokens": 306,
+    "cache_creation_input_tokens": 473,
+    "cache_read_input_tokens": 9126,
+    "prompt_tokens": 9611,
+    "images_in_requests": 0,
+    "cost_usd": 0.006092,
+    "wall_seconds": 7.074,
+    "model_seconds": 5.094,
+    "finished": true,
+    "summary": "Saved Triage encounter with the note for Jane Sample; it now appears in her encounter list.",
+    "tool_errors": 0,
+    "calls": [
+      {
+        "turn": 1,
+        "input_tokens": 4,
+        "output_tokens": 50,
+        "cache_creation_input_tokens": 0,
+        "cache_read_input_tokens": 1453,
+        "seconds": 1.108,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 2,
+        "input_tokens": 2,
+        "output_tokens": 50,
+        "cache_creation_input_tokens": 0,
+        "cache_read_input_tokens": 1659,
+        "seconds": 0.945,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 3,
+        "input_tokens": 2,
+        "output_tokens": 84,
+        "cache_creation_input_tokens": 0,
+        "cache_read_input_tokens": 1900,
+        "seconds": 0.999,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 4,
+        "input_tokens": 2,
+        "output_tokens": 45,
+        "cache_creation_input_tokens": 314,
+        "cache_read_input_tokens": 1900,
+        "seconds": 0.918,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 5,
+        "input_tokens": 2,
+        "output_tokens": 77,
+        "cache_creation_input_tokens": 159,
+        "cache_read_input_tokens": 2214,
+        "seconds": 1.124,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      }
+    ]
+  },
+  "harness": {
+    "observations": 0,
+    "screenshots_requested": 0,
+    "screenshots_at_gate": 0,
+    "screenshots_every_turn": 0,
+    "actions": 6,
+    "gate_checks": 1,
+    "gate_evidence_screenshots": 1,
+    "gate_refusals": 0
+  },
+  "trace": {
+    "surface": "dom",
+    "scripts": 5,
+    "lines": 9,
+    "actions": 5,
+    "errors": 0,
+    "screenshots": 0,
+    "shell_commands": 0,
+    "shell_isolation": "sandbox-exec",
+    "by_structure": 5,
+    "with_recorded_locator": 5,
+    "locator_agrees": 5,
+    "locator_unique": 5,
+    "commits": 1,
+    "identity_read_before_commit": [
+      "identity:Jane Sample",
+      "identity:MRN P1"
+    ],
+    "read_back_after_commit": [
+      "identity:Jane Sample",
+      "identity:MRN P1",
+      "input:note"
+    ]
+  },
+  "scripts": [
+    {
+      "script": "tree",
+      "output": "$ tree\npage: MockMed (http://127.0.0.1:18765/?...#tasks)\nMockMed\nClinical demo \u2014 all data is fake\n# Referral Tasks\nrow: Patient | Reason | Priority | Action\nrow: Jane Sample | Knee pain referral | High | @1 button \"Open\"\nrow: Alex Testcase | Cardiology follow-up | Medium | @2 button \"Open\"\nrow: Sam Specimen | Dermatology consult | Low | @3 button \"Open\"",
+      "images": 0
+    },
+    {
+      "script": "click @1\ntree",
+      "output": "$ click @1\nok: click button \"Open\"\npage: MockMed (http://127.0.0.1:18765/?...#patient/p1)\n$ tree\npage: MockMed (http://127.0.0.1:18765/?...#patient/p1)\nMockMed\nClinical demo \u2014 all data is fake\nJane Sample \u2014 MRN P1 \u2014 DOB 1980-01-01\n@1 button \"New Encounter\"\n# Encounters\nNo encounters yet.",
+      "images": 0
+    },
+    {
+      "script": "click @1\ntree",
+      "output": "$ click @1\nok: click button \"New Encounter\"\npage: MockMed (http://127.0.0.1:18765/?...#encounter)\n$ tree\npage: MockMed (http://127.0.0.1:18765/?...#encounter)\nMockMed\nClinical demo \u2014 all data is fake\nJane Sample \u2014 MRN P1 \u2014 DOB 1980-01-01\n# New Encounter\nEncounter Type\n@1 button \"Triage\"\n@2 button \"Consult\"\nNote\n@3 textbox \"Note\" value=\"\"\n@4 button \"Save Encounter\"",
+      "images": 0
+    },
+    {
+      "script": "click @1\nfill @3 value=\"Synthetic follow-up note 1: recheck in 8 days\"\nclick @4\ntree",
+      "output": "$ click @1\nok: click button \"Triage\"\npage: MockMed (http://127.0.0.1:18765/?...#encounter)\n$ fill @3 value=\"Synthetic follow-up note 1: recheck in 8 days\"\nok: fill textbox \"Note\" value=\"Synthetic follow-up note 1: recheck in 8 days\"\npage: MockMed (http://127.0.0.1:18765/?...#encounter)\n$ click @4\nok: click button \"Save Encounter\" (save gate passed)\npage: MockMed (http://127.0.0.1:18765/?...#patient/p1)\n(a write was committed; 1 lines not run. Read the screen to check the result.)",
+      "images": 0
+    },
+    {
+      "script": "text",
+      "output": "$ text\nMockMed Clinical demo \u2014 all data is fake\nJane Sample \u2014 MRN P1 \u2014 DOB 1980-01-01\nEncounter saved \u2014 Synthetic follow-up note 1: recheck in 8\nNew Encounter\nEncounters\nTriage \u2014 Synthetic follow-up note 1: recheck in 8 days",
+      "images": 0
+    }
+  ],
+  "result": {
+    "record_status": "needs_human_admit",
+    "detail": null,
+    "gates": [
+      {
+        "control": "Save Encounter",
+        "missing": [],
+        "decision": "passed_no_hold"
+      }
+    ],
+    "program_check": {
+      "trace_steps_with_locator": 5,
+      "distilled_steps": [],
+      "in_program": 5,
+      "missing_steps": [],
+      "program_structural_steps": 5,
+      "passed": true
+    },
+    "steps": 6,
+    "canary_status": "VERIFIED",
+    "canary_detail": null,
+    "canary_halt": null,
+    "admitted": true,
+    "params": {
+      "lifted": [
+        {
+          "field_label": "Note",
+          "masked_example": "Sy*****************************************ys",
+          "name": "note",
+          "step_id": "step_004"
+        }
+      ],
+      "unlifted": {}
+    }
+  }
+}
diff --git a/packages/flow/benchmark/scoreboard/superseded/mockmed/code_agent/2026-10-18-a/ledgers/item-002.json b/packages/flow/benchmark/scoreboard/superseded/mockmed/code_agent/2026-10-18-a/ledgers/item-002.json
new file mode 100644
index 000000000..0859336f8
--- /dev/null
+++ b/packages/flow/benchmark/scoreboard/superseded/mockmed/code_agent/2026-10-18-a/ledgers/item-002.json
@@ -0,0 +1,168 @@
+{
+  "ledger": {
+    "agent": "claude",
+    "model": "claude-sonnet-5-5",
+    "vision": "code",
+    "model_calls": 5,
+    "input_tokens": 12,
+    "output_tokens": 295,
+    "cache_creation_input_tokens": 2373,
+    "cache_read_input_tokens": 7226,
+    "prompt_tokens": 9611,
+    "images_in_requests": 0,
+    "cost_usd": 0.010352,
+    "wall_seconds": 6.956,
+    "model_seconds": 4.894,
+    "finished": true,
+    "summary": "Saved Triage encounter with the note for Jane Sample.",
+    "tool_errors": 0,
+    "calls": [
+      {
+        "turn": 1,
+        "input_tokens": 4,
+        "output_tokens": 50,
+        "cache_creation_input_tokens": 1453,
+        "cache_read_input_tokens": 0,
+        "seconds": 0.984,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 2,
+        "input_tokens": 2,
+        "output_tokens": 50,
+        "cache_creation_input_tokens": 206,
+        "cache_read_input_tokens": 1453,
+        "seconds": 1.046,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 3,
+        "input_tokens": 2,
+        "output_tokens": 84,
+        "cache_creation_input_tokens": 241,
+        "cache_read_input_tokens": 1659,
+        "seconds": 1.013,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 4,
+        "input_tokens": 2,
+        "output_tokens": 45,
+        "cache_creation_input_tokens": 314,
+        "cache_read_input_tokens": 1900,
+        "seconds": 0.938,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 5,
+        "input_tokens": 2,
+        "output_tokens": 66,
+        "cache_creation_input_tokens": 159,
+        "cache_read_input_tokens": 2214,
+        "seconds": 0.912,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      }
+    ]
+  },
+  "harness": {
+    "observations": 0,
+    "screenshots_requested": 0,
+    "screenshots_at_gate": 0,
+    "screenshots_every_turn": 0,
+    "actions": 6,
+    "gate_checks": 1,
+    "gate_evidence_screenshots": 1,
+    "gate_refusals": 0
+  },
+  "trace": {
+    "surface": "dom",
+    "scripts": 5,
+    "lines": 9,
+    "actions": 5,
+    "errors": 0,
+    "screenshots": 0,
+    "shell_commands": 0,
+    "shell_isolation": "sandbox-exec",
+    "by_structure": 5,
+    "with_recorded_locator": 5,
+    "locator_agrees": 5,
+    "locator_unique": 5,
+    "commits": 1,
+    "identity_read_before_commit": [
+      "identity:Jane Sample",
+      "identity:MRN P1"
+    ],
+    "read_back_after_commit": [
+      "identity:Jane Sample",
+      "identity:MRN P1",
+      "input:note"
+    ]
+  },
+  "scripts": [
+    {
+      "script": "tree",
+      "output": "$ tree\npage: MockMed (http://127.0.0.1:18765/?...#tasks)\nMockMed\nClinical demo \u2014 all data is fake\n# Referral Tasks\nrow: Patient | Reason | Priority | Action\nrow: Jane Sample | Knee pain referral | High | @1 button \"Open\"\nrow: Alex Testcase | Cardiology follow-up | Medium | @2 button \"Open\"\nrow: Sam Specimen | Dermatology consult | Low | @3 button \"Open\"",
+      "images": 0
+    },
+    {
+      "script": "click @1\ntree",
+      "output": "$ click @1\nok: click button \"Open\"\npage: MockMed (http://127.0.0.1:18765/?...#patient/p1)\n$ tree\npage: MockMed (http://127.0.0.1:18765/?...#patient/p1)\nMockMed\nClinical demo \u2014 all data is fake\nJane Sample \u2014 MRN P1 \u2014 DOB 1980-01-01\n@1 button \"New Encounter\"\n# Encounters\nNo encounters yet.",
+      "images": 0
+    },
+    {
+      "script": "click @1\ntree",
+      "output": "$ click @1\nok: click button \"New Encounter\"\npage: MockMed (http://127.0.0.1:18765/?...#encounter)\n$ tree\npage: MockMed (http://127.0.0.1:18765/?...#encounter)\nMockMed\nClinical demo \u2014 all data is fake\nJane Sample \u2014 MRN P1 \u2014 DOB 1980-01-01\n# New Encounter\nEncounter Type\n@1 button \"Triage\"\n@2 button \"Consult\"\nNote\n@3 textbox \"Note\" value=\"\"\n@4 button \"Save Encounter\"",
+      "images": 0
+    },
+    {
+      "script": "click @1\nfill @3 value=\"Synthetic follow-up note 2: recheck in 9 days\"\nclick @4\ntree",
+      "output": "$ click @1\nok: click button \"Triage\"\npage: MockMed (http://127.0.0.1:18765/?...#encounter)\n$ fill @3 value=\"Synthetic follow-up note 2: recheck in 9 days\"\nok: fill textbox \"Note\" value=\"Synthetic follow-up note 2: recheck in 9 days\"\npage: MockMed (http://127.0.0.1:18765/?...#encounter)\n$ click @4\nok: click button \"Save Encounter\" (save gate passed)\npage: MockMed (http://127.0.0.1:18765/?...#patient/p1)\n(a write was committed; 1 lines not run. Read the screen to check the result.)",
+      "images": 0
+    },
+    {
+      "script": "text",
+      "output": "$ text\nMockMed Clinical demo \u2014 all data is fake\nJane Sample \u2014 MRN P1 \u2014 DOB 1980-01-01\nEncounter saved \u2014 Synthetic follow-up note 2: recheck in 9\nNew Encounter\nEncounters\nTriage \u2014 Synthetic follow-up note 2: recheck in 9 days",
+      "images": 0
+    }
+  ],
+  "result": {
+    "record_status": "needs_human_admit",
+    "detail": null,
+    "gates": [
+      {
+        "control": "Save Encounter",
+        "missing": [],
+        "decision": "passed_no_hold"
+      }
+    ],
+    "program_check": {
+      "trace_steps_with_locator": 5,
+      "distilled_steps": [],
+      "in_program": 5,
+      "missing_steps": [],
+      "program_structural_steps": 5,
+      "passed": true
+    },
+    "steps": 6,
+    "canary_status": "VERIFIED",
+    "canary_detail": null,
+    "canary_halt": null,
+    "admitted": true,
+    "params": {
+      "lifted": [
+        {
+          "field_label": "Note",
+          "masked_example": "Sy*****************************************ys",
+          "name": "note",
+          "step_id": "step_004"
+        }
+      ],
+      "unlifted": {}
+    }
+  }
+}
diff --git a/packages/flow/benchmark/scoreboard/superseded/mockmed/code_agent/2026-10-18-a/ledgers/item-003.json b/packages/flow/benchmark/scoreboard/superseded/mockmed/code_agent/2026-10-18-a/ledgers/item-003.json
new file mode 100644
index 000000000..e495cbc7f
--- /dev/null
+++ b/packages/flow/benchmark/scoreboard/superseded/mockmed/code_agent/2026-10-18-a/ledgers/item-003.json
@@ -0,0 +1,168 @@
+{
+  "ledger": {
+    "agent": "claude",
+    "model": "claude-sonnet-5-5",
+    "vision": "code",
+    "model_calls": 5,
+    "input_tokens": 12,
+    "output_tokens": 305,
+    "cache_creation_input_tokens": 2372,
+    "cache_read_input_tokens": 7225,
+    "prompt_tokens": 9609,
+    "images_in_requests": 0,
+    "cost_usd": 0.010449,
+    "wall_seconds": 6.895,
+    "model_seconds": 4.902,
+    "finished": true,
+    "summary": "Saved Triage encounter with the note for Jane Sample; it now appears in her encounters list.",
+    "tool_errors": 0,
+    "calls": [
+      {
+        "turn": 1,
+        "input_tokens": 4,
+        "output_tokens": 50,
+        "cache_creation_input_tokens": 1453,
+        "cache_read_input_tokens": 0,
+        "seconds": 0.87,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 2,
+        "input_tokens": 2,
+        "output_tokens": 50,
+        "cache_creation_input_tokens": 206,
+        "cache_read_input_tokens": 1453,
+        "seconds": 0.922,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 3,
+        "input_tokens": 2,
+        "output_tokens": 83,
+        "cache_creation_input_tokens": 241,
+        "cache_read_input_tokens": 1659,
+        "seconds": 1.017,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 4,
+        "input_tokens": 2,
+        "output_tokens": 45,
+        "cache_creation_input_tokens": 313,
+        "cache_read_input_tokens": 1900,
+        "seconds": 1.016,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 5,
+        "input_tokens": 2,
+        "output_tokens": 77,
+        "cache_creation_input_tokens": 159,
+        "cache_read_input_tokens": 2213,
+        "seconds": 1.077,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      }
+    ]
+  },
+  "harness": {
+    "observations": 0,
+    "screenshots_requested": 0,
+    "screenshots_at_gate": 0,
+    "screenshots_every_turn": 0,
+    "actions": 6,
+    "gate_checks": 1,
+    "gate_evidence_screenshots": 1,
+    "gate_refusals": 0
+  },
+  "trace": {
+    "surface": "dom",
+    "scripts": 5,
+    "lines": 9,
+    "actions": 5,
+    "errors": 0,
+    "screenshots": 0,
+    "shell_commands": 0,
+    "shell_isolation": "sandbox-exec",
+    "by_structure": 5,
+    "with_recorded_locator": 5,
+    "locator_agrees": 5,
+    "locator_unique": 5,
+    "commits": 1,
+    "identity_read_before_commit": [
+      "identity:Jane Sample",
+      "identity:MRN P1"
+    ],
+    "read_back_after_commit": [
+      "identity:Jane Sample",
+      "identity:MRN P1",
+      "input:note"
+    ]
+  },
+  "scripts": [
+    {
+      "script": "tree",
+      "output": "$ tree\npage: MockMed (http://127.0.0.1:18765/?...#tasks)\nMockMed\nClinical demo \u2014 all data is fake\n# Referral Tasks\nrow: Patient | Reason | Priority | Action\nrow: Jane Sample | Knee pain referral | High | @1 button \"Open\"\nrow: Alex Testcase | Cardiology follow-up | Medium | @2 button \"Open\"\nrow: Sam Specimen | Dermatology consult | Low | @3 button \"Open\"",
+      "images": 0
+    },
+    {
+      "script": "click @1\ntree",
+      "output": "$ click @1\nok: click button \"Open\"\npage: MockMed (http://127.0.0.1:18765/?...#patient/p1)\n$ tree\npage: MockMed (http://127.0.0.1:18765/?...#patient/p1)\nMockMed\nClinical demo \u2014 all data is fake\nJane Sample \u2014 MRN P1 \u2014 DOB 1980-01-01\n@1 button \"New Encounter\"\n# Encounters\nNo encounters yet.",
+      "images": 0
+    },
+    {
+      "script": "click @1\ntree",
+      "output": "$ click @1\nok: click button \"New Encounter\"\npage: MockMed (http://127.0.0.1:18765/?...#encounter)\n$ tree\npage: MockMed (http://127.0.0.1:18765/?...#encounter)\nMockMed\nClinical demo \u2014 all data is fake\nJane Sample \u2014 MRN P1 \u2014 DOB 1980-01-01\n# New Encounter\nEncounter Type\n@1 button \"Triage\"\n@2 button \"Consult\"\nNote\n@3 textbox \"Note\" value=\"\"\n@4 button \"Save Encounter\"",
+      "images": 0
+    },
+    {
+      "script": "click @1\nfill @3 value=\"Synthetic follow-up note 3: recheck in 10 days\"\nclick @4\ntext",
+      "output": "$ click @1\nok: click button \"Triage\"\npage: MockMed (http://127.0.0.1:18765/?...#encounter)\n$ fill @3 value=\"Synthetic follow-up note 3: recheck in 10 days\"\nok: fill textbox \"Note\" value=\"Synthetic follow-up note 3: recheck in 10 days\"\npage: MockMed (http://127.0.0.1:18765/?...#encounter)\n$ click @4\nok: click button \"Save Encounter\" (save gate passed)\npage: MockMed (http://127.0.0.1:18765/?...#patient/p1)\n(a write was committed; 1 lines not run. Read the screen to check the result.)",
+      "images": 0
+    },
+    {
+      "script": "text",
+      "output": "$ text\nMockMed Clinical demo \u2014 all data is fake\nJane Sample \u2014 MRN P1 \u2014 DOB 1980-01-01\nEncounter saved \u2014 Synthetic follow-up note 3: recheck in 1\nNew Encounter\nEncounters\nTriage \u2014 Synthetic follow-up note 3: recheck in 10 days",
+      "images": 0
+    }
+  ],
+  "result": {
+    "record_status": "needs_human_admit",
+    "detail": null,
+    "gates": [
+      {
+        "control": "Save Encounter",
+        "missing": [],
+        "decision": "passed_no_hold"
+      }
+    ],
+    "program_check": {
+      "trace_steps_with_locator": 5,
+      "distilled_steps": [],
+      "in_program": 5,
+      "missing_steps": [],
+      "program_structural_steps": 5,
+      "passed": true
+    },
+    "steps": 6,
+    "canary_status": "VERIFIED",
+    "canary_detail": null,
+    "canary_halt": null,
+    "admitted": true,
+    "params": {
+      "lifted": [
+        {
+          "field_label": "Note",
+          "masked_example": "Sy******************************************ys",
+          "name": "note",
+          "step_id": "step_004"
+        }
+      ],
+      "unlifted": {}
+    }
+  }
+}
diff --git a/packages/flow/benchmark/scoreboard/superseded/mockmed/code_agent/2026-10-18-a/ledgers/item-004.json b/packages/flow/benchmark/scoreboard/superseded/mockmed/code_agent/2026-10-18-a/ledgers/item-004.json
new file mode 100644
index 000000000..73e8d91c6
--- /dev/null
+++ b/packages/flow/benchmark/scoreboard/superseded/mockmed/code_agent/2026-10-18-a/ledgers/item-004.json
@@ -0,0 +1,168 @@
+{
+  "ledger": {
+    "agent": "claude",
+    "model": "claude-sonnet-5-5",
+    "vision": "code",
+    "model_calls": 5,
+    "input_tokens": 12,
+    "output_tokens": 306,
+    "cache_creation_input_tokens": 2373,
+    "cache_read_input_tokens": 7226,
+    "prompt_tokens": 9611,
+    "images_in_requests": 0,
+    "cost_usd": 0.010462,
+    "wall_seconds": 6.343,
+    "model_seconds": 4.239,
+    "finished": true,
+    "summary": "Saved Triage encounter with the note for Jane Sample; it now shows in her encounters list.",
+    "tool_errors": 0,
+    "calls": [
+      {
+        "turn": 1,
+        "input_tokens": 4,
+        "output_tokens": 50,
+        "cache_creation_input_tokens": 1453,
+        "cache_read_input_tokens": 0,
+        "seconds": 1.06,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 2,
+        "input_tokens": 2,
+        "output_tokens": 50,
+        "cache_creation_input_tokens": 206,
+        "cache_read_input_tokens": 1453,
+        "seconds": 0.687,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 3,
+        "input_tokens": 2,
+        "output_tokens": 84,
+        "cache_creation_input_tokens": 241,
+        "cache_read_input_tokens": 1659,
+        "seconds": 0.87,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 4,
+        "input_tokens": 2,
+        "output_tokens": 45,
+        "cache_creation_input_tokens": 314,
+        "cache_read_input_tokens": 1900,
+        "seconds": 0.735,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 5,
+        "input_tokens": 2,
+        "output_tokens": 77,
+        "cache_creation_input_tokens": 159,
+        "cache_read_input_tokens": 2214,
+        "seconds": 0.888,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      }
+    ]
+  },
+  "harness": {
+    "observations": 0,
+    "screenshots_requested": 0,
+    "screenshots_at_gate": 0,
+    "screenshots_every_turn": 0,
+    "actions": 6,
+    "gate_checks": 1,
+    "gate_evidence_screenshots": 1,
+    "gate_refusals": 0
+  },
+  "trace": {
+    "surface": "dom",
+    "scripts": 5,
+    "lines": 9,
+    "actions": 5,
+    "errors": 0,
+    "screenshots": 0,
+    "shell_commands": 0,
+    "shell_isolation": "sandbox-exec",
+    "by_structure": 5,
+    "with_recorded_locator": 5,
+    "locator_agrees": 5,
+    "locator_unique": 5,
+    "commits": 1,
+    "identity_read_before_commit": [
+      "identity:Jane Sample",
+      "identity:MRN P1"
+    ],
+    "read_back_after_commit": [
+      "identity:Jane Sample",
+      "identity:MRN P1",
+      "input:note"
+    ]
+  },
+  "scripts": [
+    {
+      "script": "tree",
+      "output": "$ tree\npage: MockMed (http://127.0.0.1:18765/?...#tasks)\nMockMed\nClinical demo \u2014 all data is fake\n# Referral Tasks\nrow: Patient | Reason | Priority | Action\nrow: Jane Sample | Knee pain referral | High | @1 button \"Open\"\nrow: Alex Testcase | Cardiology follow-up | Medium | @2 button \"Open\"\nrow: Sam Specimen | Dermatology consult | Low | @3 button \"Open\"",
+      "images": 0
+    },
+    {
+      "script": "click @1\ntree",
+      "output": "$ click @1\nok: click button \"Open\"\npage: MockMed (http://127.0.0.1:18765/?...#patient/p1)\n$ tree\npage: MockMed (http://127.0.0.1:18765/?...#patient/p1)\nMockMed\nClinical demo \u2014 all data is fake\nJane Sample \u2014 MRN P1 \u2014 DOB 1980-01-01\n@1 button \"New Encounter\"\n# Encounters\nNo encounters yet.",
+      "images": 0
+    },
+    {
+      "script": "click @1\ntree",
+      "output": "$ click @1\nok: click button \"New Encounter\"\npage: MockMed (http://127.0.0.1:18765/?...#encounter)\n$ tree\npage: MockMed (http://127.0.0.1:18765/?...#encounter)\nMockMed\nClinical demo \u2014 all data is fake\nJane Sample \u2014 MRN P1 \u2014 DOB 1980-01-01\n# New Encounter\nEncounter Type\n@1 button \"Triage\"\n@2 button \"Consult\"\nNote\n@3 textbox \"Note\" value=\"\"\n@4 button \"Save Encounter\"",
+      "images": 0
+    },
+    {
+      "script": "click @1\nfill @3 value=\"Synthetic follow-up note 4: recheck in 11 days\"\nclick @4\ntree",
+      "output": "$ click @1\nok: click button \"Triage\"\npage: MockMed (http://127.0.0.1:18765/?...#encounter)\n$ fill @3 value=\"Synthetic follow-up note 4: recheck in 11 days\"\nok: fill textbox \"Note\" value=\"Synthetic follow-up note 4: recheck in 11 days\"\npage: MockMed (http://127.0.0.1:18765/?...#encounter)\n$ click @4\nok: click button \"Save Encounter\" (save gate passed)\npage: MockMed (http://127.0.0.1:18765/?...#patient/p1)\n(a write was committed; 1 lines not run. Read the screen to check the result.)",
+      "images": 0
+    },
+    {
+      "script": "text",
+      "output": "$ text\nMockMed Clinical demo \u2014 all data is fake\nJane Sample \u2014 MRN P1 \u2014 DOB 1980-01-01\nEncounter saved \u2014 Synthetic follow-up note 4: recheck in 1\nNew Encounter\nEncounters\nTriage \u2014 Synthetic follow-up note 4: recheck in 11 days",
+      "images": 0
+    }
+  ],
+  "result": {
+    "record_status": "needs_human_admit",
+    "detail": null,
+    "gates": [
+      {
+        "control": "Save Encounter",
+        "missing": [],
+        "decision": "passed_no_hold"
+      }
+    ],
+    "program_check": {
+      "trace_steps_with_locator": 5,
+      "distilled_steps": [],
+      "in_program": 5,
+      "missing_steps": [],
+      "program_structural_steps": 5,
+      "passed": true
+    },
+    "steps": 6,
+    "canary_status": "VERIFIED",
+    "canary_detail": null,
+    "canary_halt": null,
+    "admitted": true,
+    "params": {
+      "lifted": [
+        {
+          "field_label": "Note",
+          "masked_example": "Sy******************************************ys",
+          "name": "note",
+          "step_id": "step_004"
+        }
+      ],
+      "unlifted": {}
+    }
+  }
+}
diff --git a/packages/flow/benchmark/scoreboard/superseded/mockmed/code_agent/2026-10-18-a/ledgers/item-005.json b/packages/flow/benchmark/scoreboard/superseded/mockmed/code_agent/2026-10-18-a/ledgers/item-005.json
new file mode 100644
index 000000000..5e6e5211b
--- /dev/null
+++ b/packages/flow/benchmark/scoreboard/superseded/mockmed/code_agent/2026-10-18-a/ledgers/item-005.json
@@ -0,0 +1,168 @@
+{
+  "ledger": {
+    "agent": "claude",
+    "model": "claude-sonnet-5-5",
+    "vision": "code",
+    "model_calls": 5,
+    "input_tokens": 12,
+    "output_tokens": 294,
+    "cache_creation_input_tokens": 2372,
+    "cache_read_input_tokens": 7225,
+    "prompt_tokens": 9609,
+    "images_in_requests": 0,
+    "cost_usd": 0.010339,
+    "wall_seconds": 8.99,
+    "model_seconds": 6.958,
+    "finished": true,
+    "summary": "Saved Triage encounter for Jane Sample with the note.",
+    "tool_errors": 0,
+    "calls": [
+      {
+        "turn": 1,
+        "input_tokens": 4,
+        "output_tokens": 50,
+        "cache_creation_input_tokens": 1453,
+        "cache_read_input_tokens": 0,
+        "seconds": 1.138,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 2,
+        "input_tokens": 2,
+        "output_tokens": 50,
+        "cache_creation_input_tokens": 206,
+        "cache_read_input_tokens": 1453,
+        "seconds": 1.1,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 3,
+        "input_tokens": 2,
+        "output_tokens": 83,
+        "cache_creation_input_tokens": 241,
+        "cache_read_input_tokens": 1659,
+        "seconds": 2.836,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 4,
+        "input_tokens": 2,
+        "output_tokens": 45,
+        "cache_creation_input_tokens": 313,
+        "cache_read_input_tokens": 1900,
+        "seconds": 1.029,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 5,
+        "input_tokens": 2,
+        "output_tokens": 66,
+        "cache_creation_input_tokens": 159,
+        "cache_read_input_tokens": 2213,
+        "seconds": 0.854,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      }
+    ]
+  },
+  "harness": {
+    "observations": 0,
+    "screenshots_requested": 0,
+    "screenshots_at_gate": 0,
+    "screenshots_every_turn": 0,
+    "actions": 6,
+    "gate_checks": 1,
+    "gate_evidence_screenshots": 1,
+    "gate_refusals": 0
+  },
+  "trace": {
+    "surface": "dom",
+    "scripts": 5,
+    "lines": 9,
+    "actions": 5,
+    "errors": 0,
+    "screenshots": 0,
+    "shell_commands": 0,
+    "shell_isolation": "sandbox-exec",
+    "by_structure": 5,
+    "with_recorded_locator": 5,
+    "locator_agrees": 5,
+    "locator_unique": 5,
+    "commits": 1,
+    "identity_read_before_commit": [
+      "identity:Jane Sample",
+      "identity:MRN P1"
+    ],
+    "read_back_after_commit": [
+      "identity:Jane Sample",
+      "identity:MRN P1",
+      "input:note"
+    ]
+  },
+  "scripts": [
+    {
+      "script": "tree",
+      "output": "$ tree\npage: MockMed (http://127.0.0.1:18765/?...#tasks)\nMockMed\nClinical demo \u2014 all data is fake\n# Referral Tasks\nrow: Patient | Reason | Priority | Action\nrow: Jane Sample | Knee pain referral | High | @1 button \"Open\"\nrow: Alex Testcase | Cardiology follow-up | Medium | @2 button \"Open\"\nrow: Sam Specimen | Dermatology consult | Low | @3 button \"Open\"",
+      "images": 0
+    },
+    {
+      "script": "click @1\ntree",
+      "output": "$ click @1\nok: click button \"Open\"\npage: MockMed (http://127.0.0.1:18765/?...#patient/p1)\n$ tree\npage: MockMed (http://127.0.0.1:18765/?...#patient/p1)\nMockMed\nClinical demo \u2014 all data is fake\nJane Sample \u2014 MRN P1 \u2014 DOB 1980-01-01\n@1 button \"New Encounter\"\n# Encounters\nNo encounters yet.",
+      "images": 0
+    },
+    {
+      "script": "click @1\ntree",
+      "output": "$ click @1\nok: click button \"New Encounter\"\npage: MockMed (http://127.0.0.1:18765/?...#encounter)\n$ tree\npage: MockMed (http://127.0.0.1:18765/?...#encounter)\nMockMed\nClinical demo \u2014 all data is fake\nJane Sample \u2014 MRN P1 \u2014 DOB 1980-01-01\n# New Encounter\nEncounter Type\n@1 button \"Triage\"\n@2 button \"Consult\"\nNote\n@3 textbox \"Note\" value=\"\"\n@4 button \"Save Encounter\"",
+      "images": 0
+    },
+    {
+      "script": "click @1\nfill @3 value=\"Synthetic follow-up note 5: recheck in 12 days\"\nclick @4\ntext",
+      "output": "$ click @1\nok: click button \"Triage\"\npage: MockMed (http://127.0.0.1:18765/?...#encounter)\n$ fill @3 value=\"Synthetic follow-up note 5: recheck in 12 days\"\nok: fill textbox \"Note\" value=\"Synthetic follow-up note 5: recheck in 12 days\"\npage: MockMed (http://127.0.0.1:18765/?...#encounter)\n$ click @4\nok: click button \"Save Encounter\" (save gate passed)\npage: MockMed (http://127.0.0.1:18765/?...#patient/p1)\n(a write was committed; 1 lines not run. Read the screen to check the result.)",
+      "images": 0
+    },
+    {
+      "script": "text",
+      "output": "$ text\nMockMed Clinical demo \u2014 all data is fake\nJane Sample \u2014 MRN P1 \u2014 DOB 1980-01-01\nEncounter saved \u2014 Synthetic follow-up note 5: recheck in 1\nNew Encounter\nEncounters\nTriage \u2014 Synthetic follow-up note 5: recheck in 12 days",
+      "images": 0
+    }
+  ],
+  "result": {
+    "record_status": "needs_human_admit",
+    "detail": null,
+    "gates": [
+      {
+        "control": "Save Encounter",
+        "missing": [],
+        "decision": "passed_no_hold"
+      }
+    ],
+    "program_check": {
+      "trace_steps_with_locator": 5,
+      "distilled_steps": [],
+      "in_program": 5,
+      "missing_steps": [],
+      "program_structural_steps": 5,
+      "passed": true
+    },
+    "steps": 6,
+    "canary_status": "VERIFIED",
+    "canary_detail": null,
+    "canary_halt": null,
+    "admitted": true,
+    "params": {
+      "lifted": [
+        {
+          "field_label": "Note",
+          "masked_example": "Sy******************************************ys",
+          "name": "note",
+          "step_id": "step_004"
+        }
+      ],
+      "unlifted": {}
+    }
+  }
+}
diff --git a/packages/flow/benchmark/scoreboard/superseded/mockmed/code_agent/2026-10-18-a/meta.json b/packages/flow/benchmark/scoreboard/superseded/mockmed/code_agent/2026-10-18-a/meta.json
new file mode 100644
index 000000000..3442c9aaa
--- /dev/null
+++ b/packages/flow/benchmark/scoreboard/superseded/mockmed/code_agent/2026-10-18-a/meta.json
@@ -0,0 +1,23 @@
+{
+  "protocol_version": "2026-10-18.1",
+  "written_at": "2026-10-18T17:32:03-0400",
+  "machine": "arm64 Darwin 24.6.0",
+  "cpu_count": 12,
+  "python": "3.12.7",
+  "engine": {
+    "path": "/Users/abrichr/oa/worktrees/scoreboard-arm7/packages/flow/openadapt_flow",
+    "git_head": "e0d56d450e4fc9cae63377838b73d45f69c3083f"
+  },
+  "benchmark_git_head": "e0d56d450e4fc9cae63377838b73d45f69c3083f",
+  "task": "mockmed",
+  "arm": "code_agent",
+  "model": "claude-sonnet-5-5",
+  "n": 5,
+  "vision": "code",
+  "effort": "medium",
+  "max_cost_per_item": 0.75,
+  "on_screen": [
+    "Jane Sample",
+    "MRN P1"
+  ]
+}
diff --git a/packages/flow/benchmark/scoreboard/superseded/openemr_referral/code_agent/2026-10-18-a/items.csv b/packages/flow/benchmark/scoreboard/superseded/openemr_referral/code_agent/2026-10-18-a/items.csv
new file mode 100644
index 000000000..96fd45056
--- /dev/null
+++ b/packages/flow/benchmark/scoreboard/superseded/openemr_referral/code_agent/2026-10-18-a/items.csv
@@ -0,0 +1,6 @@
+task,arm,run_id,item,attempt,fault,reported_success,readback,outcome,model_calls,input_tokens,output_tokens,cache_read_tokens,cache_write_tokens,cost_usd,item_s,wall_s,approvals_asked,host_load_1m,timed,detail
+openemr_referral,code_agent,2026-10-18-a,1,1,none,False,missing,safe_stop,1,4,115,0,2859,0.008306,2.05,4.901,0,61.86,False,"{""record_status"": ""capture_failed"", ""program_check"": null, ""canary_status"": null, ""admitted"": null, ""error"": null}"
+openemr_referral,code_agent,2026-10-18-a,2,1,none,False,missing,safe_stop,1,4,116,0,2852,0.008298,1.768,4.467,0,68.28,False,"{""record_status"": ""capture_failed"", ""program_check"": null, ""canary_status"": null, ""admitted"": null, ""error"": null}"
+openemr_referral,code_agent,2026-10-18-a,3,1,none,False,missing,safe_stop,1,4,118,0,2856,0.008328,1.786,4.897,0,66.1,False,"{""record_status"": ""capture_failed"", ""program_check"": null, ""canary_status"": null, ""admitted"": null, ""error"": null}"
+openemr_referral,code_agent,2026-10-18-a,4,1,none,False,missing,safe_stop,1,4,128,0,2854,0.008423,1.983,4.597,0,77.54,False,"{""record_status"": ""capture_failed"", ""program_check"": null, ""canary_status"": null, ""admitted"": null, ""error"": null}"
+openemr_referral,code_agent,2026-10-18-a,5,1,none,False,missing,safe_stop,1,4,128,0,2854,0.008423,2.14,5.301,0,72.29,False,"{""record_status"": ""capture_failed"", ""program_check"": null, ""canary_status"": null, ""admitted"": null, ""error"": null}"
diff --git a/packages/flow/benchmark/scoreboard/superseded/openemr_referral/code_agent/2026-10-18-a/ledgers/item-001.json b/packages/flow/benchmark/scoreboard/superseded/openemr_referral/code_agent/2026-10-18-a/ledgers/item-001.json
new file mode 100644
index 000000000..9d560eaf2
--- /dev/null
+++ b/packages/flow/benchmark/scoreboard/superseded/openemr_referral/code_agent/2026-10-18-a/ledgers/item-001.json
@@ -0,0 +1,79 @@
+{
+  "ledger": {
+    "agent": "claude",
+    "model": "claude-sonnet-5-5",
+    "vision": "code",
+    "model_calls": 1,
+    "input_tokens": 4,
+    "output_tokens": 115,
+    "cache_creation_input_tokens": 2859,
+    "cache_read_input_tokens": 0,
+    "prompt_tokens": 2863,
+    "images_in_requests": 0,
+    "cost_usd": 0.008306,
+    "wall_seconds": 2.05,
+    "model_seconds": 1.851,
+    "finished": false,
+    "summary": null,
+    "tool_errors": 0,
+    "calls": [
+      {
+        "turn": 1,
+        "input_tokens": 4,
+        "output_tokens": 115,
+        "cache_creation_input_tokens": 2859,
+        "cache_read_input_tokens": 0,
+        "seconds": 1.851,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      }
+    ]
+  },
+  "harness": {
+    "observations": 0,
+    "screenshots_requested": 0,
+    "screenshots_at_gate": 0,
+    "screenshots_every_turn": 0,
+    "actions": 0,
+    "gate_checks": 1,
+    "gate_evidence_screenshots": 1,
+    "gate_refusals": 1
+  },
+  "trace": {
+    "surface": "dom",
+    "scripts": 2,
+    "lines": 2,
+    "actions": 0,
+    "errors": 0,
+    "screenshots": 0,
+    "shell_commands": 0,
+    "shell_isolation": "sandbox-exec",
+    "by_structure": 0,
+    "with_recorded_locator": 0,
+    "locator_agrees": 0,
+    "locator_unique": 0,
+    "commits": 0,
+    "identity_read_before_commit": [],
+    "read_back_after_commit": []
+  },
+  "scripts": [
+    {
+      "script": "tree",
+      "output": "$ tree\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n@1 link \"OpenEMR Website\"\nCalendar\nFinder\nFlow\nRecalls\nMessages\n@2 button \"Patient\"\n@3 button \"Fees\"\n@4 button \"Modules\"\n@5 button \"Procedures\"\n@6 button \"Admin\"\n@7 button \"Reports\"\n@8 button \"Miscellaneous\"\n@9 button \"Popups\"\n@10 textbox \"Search by any demographics\" value=\"\"\n@11 button \"Search for patient by entering whole or part of any demographics field information\"\n@12 button \"Current user\"\nCalendar\nMessage Center\nSearch or Add Patient\n# frame 6: Search or Add Patient\n# Search or Add Patient\n@13 button \"Who\"\nTitle:\n@14 combobox \"form_title\" value=\"Unassigned\" options=[\"Unassigned\", \"Mr.\", \"Mrs.\", \"Ms.\", \"Dr.\"]\nName:\n@15 textbox \"First Name\" value=\"\"\n@16 textbox \"Middle Name\" value=\"\"\n@17 textbox \"Last Name\" value=\"\"\n@18 textbox \"Name Suffix\" value=\"\"\nPreferred Name:\n@19 textbox \"Patient preferred name or name patient is commonly known.\" value=\"\"\nBirth Name:\n@20 textbox \"Birth First Name\" value=\"\"\n@21 textbox \"Middle Name\" value=\"\"\n@22 textbox \"Birth Last Name\" value=\"\"\nDOB:\n@23 textbox \"form_DOB\" value=\"\"\nBirth Sex:\n@24 combobox \"form_sex\" value=\"Unassigned\" options=[\"Unassigned\", \"Female\", \"Male\", \"Unknown\"]\nGender Identity:\n@25 combobox \"form_gender_identity\" value=\"Unassigned\" options=[\"Unassigned\", \"Identifies as Male\", \"Identifies as Female\", \"Female-to-Male (FTM)/Transgender Male/Trans Man\", \"Male-to-Female (MTF)/Transgender Female/Trans Woman\", \"Genderqueer, neither exclusively male nor female\", \"Additional gender category or other, please specify\", \"Choose not to disclose\"]\nSex:\n@26 combobox \"form_sex_identified\" value=\"Unassigned\" options=[\"Unassigned\", \"Male\", \"Female\", \"Identifies as nonbinary gender (finding)\", \"Asked But Declined\", \"unknown\"]\nSexual Orientation:\n@27 combobox \"form_sexual_orientation\" value=\"Unassigned\" options=[\"Unassigned\", \"Straight or heterosexual\", \"Lesbian, gay or homosexual\", \"Bisexual\", \"Something else, please describe\", \"Don't know\", \"Choose not to disclose\"]\nPronouns:\n@28 combobox \"form_pronoun\" value=\"Unassigned\" options=[\"Unassigned\", \"he/him/his/his/himself\", \"she/her/her/hers/herself\", \"they/them/their/theirs/themselves\", \"Ask me\", \"Decline to answer\", \"Other\"]\nExternal ID:\n@29 textbox \"form_pubpid\" value=\"\"\nS.S.:\n@30 textbox \"form_ss\" value=\"\"\nLicense/ID:\n@31 textbox \"form_drivers_license\" value=\"\"\nMarital Status:\n@32 combobox \"form_status\" value=\"Unassigned\" options=[\"Unassigned\", \"Married\", \"Single\", \"Divorced\", \"Widowed\", \"Separated\", \"Domestic Partner\"]\nUser Defined:\n@33 textbox \"form_genericname1\" value=\"\"\n@34 textbox \"form_genericval1\" value=\"\"\n@35 textbox \"form_genericname2\" value=\"\"\n@36 textbox \"form_genericval2\" value=\"\"\nBilling Note:\n@37 textbox \"form_billing_note\" value=\"\"\nPrevious Names:\n@38 combobox \"form_name_history[]\" value=\"\"\n@39 button \"Add\"\n@40 button \"Contact\"\n(7 controls below the visible area: \"Choices\", \"Employer\", \"Stats\", \"Misc\", \"Related\", \"Search\", \"Create New Patient\"; scroll down to reach them",
+      "images": 0
+    }
+  ],
+  "result": {
+    "record_status": "capture_failed",
+    "detail": "GateRefused: 'form_title' may commit a write, but the form, row or section it is in does not show ['Create New Patient']; the right-record check refused it (capture kept at packages/flow/benchmark/scoreboard/raw/openemr_referral/code_agent/2026-10-18-a/jit-cache/item-001/openemr.register_referral-dea306642b4f/refused-20261018T213333769402000)",
+    "gates": [
+      {
+        "control": "form_title",
+        "missing": [
+          "Create New Patient"
+        ],
+        "decision": "refused_wrong_record"
+      }
+    ]
+  }
+}
diff --git a/packages/flow/benchmark/scoreboard/superseded/openemr_referral/code_agent/2026-10-18-a/ledgers/item-002.json b/packages/flow/benchmark/scoreboard/superseded/openemr_referral/code_agent/2026-10-18-a/ledgers/item-002.json
new file mode 100644
index 000000000..5d4bb1da0
--- /dev/null
+++ b/packages/flow/benchmark/scoreboard/superseded/openemr_referral/code_agent/2026-10-18-a/ledgers/item-002.json
@@ -0,0 +1,79 @@
+{
+  "ledger": {
+    "agent": "claude",
+    "model": "claude-sonnet-5-5",
+    "vision": "code",
+    "model_calls": 1,
+    "input_tokens": 4,
+    "output_tokens": 116,
+    "cache_creation_input_tokens": 2852,
+    "cache_read_input_tokens": 0,
+    "prompt_tokens": 2856,
+    "images_in_requests": 0,
+    "cost_usd": 0.008298,
+    "wall_seconds": 1.768,
+    "model_seconds": 1.597,
+    "finished": false,
+    "summary": null,
+    "tool_errors": 0,
+    "calls": [
+      {
+        "turn": 1,
+        "input_tokens": 4,
+        "output_tokens": 116,
+        "cache_creation_input_tokens": 2852,
+        "cache_read_input_tokens": 0,
+        "seconds": 1.597,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      }
+    ]
+  },
+  "harness": {
+    "observations": 0,
+    "screenshots_requested": 0,
+    "screenshots_at_gate": 0,
+    "screenshots_every_turn": 0,
+    "actions": 0,
+    "gate_checks": 1,
+    "gate_evidence_screenshots": 1,
+    "gate_refusals": 1
+  },
+  "trace": {
+    "surface": "dom",
+    "scripts": 2,
+    "lines": 2,
+    "actions": 0,
+    "errors": 0,
+    "screenshots": 0,
+    "shell_commands": 0,
+    "shell_isolation": "sandbox-exec",
+    "by_structure": 0,
+    "with_recorded_locator": 0,
+    "locator_agrees": 0,
+    "locator_unique": 0,
+    "commits": 0,
+    "identity_read_before_commit": [],
+    "read_back_after_commit": []
+  },
+  "scripts": [
+    {
+      "script": "tree",
+      "output": "$ tree\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n@1 link \"OpenEMR Website\"\nCalendar\nFinder\nFlow\nRecalls\nMessages\n@2 button \"Patient\"\n@3 button \"Fees\"\n@4 button \"Modules\"\n@5 button \"Procedures\"\n@6 button \"Admin\"\n@7 button \"Reports\"\n@8 button \"Miscellaneous\"\n@9 button \"Popups\"\n@10 textbox \"Search by any demographics\" value=\"\"\n@11 button \"Search for patient by entering whole or part of any demographics field information\"\n@12 button \"Current user\"\nCalendar\nMessage Center\nSearch or Add Patient\n# frame 6: Search or Add Patient\n# Search or Add Patient\n@13 button \"Who\"\nTitle:\n@14 combobox \"form_title\" value=\"Unassigned\" options=[\"Unassigned\", \"Mr.\", \"Mrs.\", \"Ms.\", \"Dr.\"]\nName:\n@15 textbox \"First Name\" value=\"\"\n@16 textbox \"Middle Name\" value=\"\"\n@17 textbox \"Last Name\" value=\"\"\n@18 textbox \"Name Suffix\" value=\"\"\nPreferred Name:\n@19 textbox \"Patient preferred name or name patient is commonly known.\" value=\"\"\nBirth Name:\n@20 textbox \"Birth First Name\" value=\"\"\n@21 textbox \"Middle Name\" value=\"\"\n@22 textbox \"Birth Last Name\" value=\"\"\nDOB:\n@23 textbox \"form_DOB\" value=\"\"\nBirth Sex:\n@24 combobox \"form_sex\" value=\"Unassigned\" options=[\"Unassigned\", \"Female\", \"Male\", \"Unknown\"]\nGender Identity:\n@25 combobox \"form_gender_identity\" value=\"Unassigned\" options=[\"Unassigned\", \"Identifies as Male\", \"Identifies as Female\", \"Female-to-Male (FTM)/Transgender Male/Trans Man\", \"Male-to-Female (MTF)/Transgender Female/Trans Woman\", \"Genderqueer, neither exclusively male nor female\", \"Additional gender category or other, please specify\", \"Choose not to disclose\"]\nSex:\n@26 combobox \"form_sex_identified\" value=\"Unassigned\" options=[\"Unassigned\", \"Male\", \"Female\", \"Identifies as nonbinary gender (finding)\", \"Asked But Declined\", \"unknown\"]\nSexual Orientation:\n@27 combobox \"form_sexual_orientation\" value=\"Unassigned\" options=[\"Unassigned\", \"Straight or heterosexual\", \"Lesbian, gay or homosexual\", \"Bisexual\", \"Something else, please describe\", \"Don't know\", \"Choose not to disclose\"]\nPronouns:\n@28 combobox \"form_pronoun\" value=\"Unassigned\" options=[\"Unassigned\", \"he/him/his/his/himself\", \"she/her/her/hers/herself\", \"they/them/their/theirs/themselves\", \"Ask me\", \"Decline to answer\", \"Other\"]\nExternal ID:\n@29 textbox \"form_pubpid\" value=\"\"\nS.S.:\n@30 textbox \"form_ss\" value=\"\"\nLicense/ID:\n@31 textbox \"form_drivers_license\" value=\"\"\nMarital Status:\n@32 combobox \"form_status\" value=\"Unassigned\" options=[\"Unassigned\", \"Married\", \"Single\", \"Divorced\", \"Widowed\", \"Separated\", \"Domestic Partner\"]\nUser Defined:\n@33 textbox \"form_genericname1\" value=\"\"\n@34 textbox \"form_genericval1\" value=\"\"\n@35 textbox \"form_genericname2\" value=\"\"\n@36 textbox \"form_genericval2\" value=\"\"\nBilling Note:\n@37 textbox \"form_billing_note\" value=\"\"\nPrevious Names:\n@38 combobox \"form_name_history[]\" value=\"\"\n@39 button \"Add\"\n@40 button \"Contact\"\n(7 controls below the visible area: \"Choices\", \"Employer\", \"Stats\", \"Misc\", \"Related\", \"Search\", \"Create New Patient\"; scroll down to reach them",
+      "images": 0
+    }
+  ],
+  "result": {
+    "record_status": "capture_failed",
+    "detail": "GateRefused: 'form_title' may commit a write, but the form, row or section it is in does not show ['Create New Patient']; the right-record check refused it (capture kept at packages/flow/benchmark/scoreboard/raw/openemr_referral/code_agent/2026-10-18-a/jit-cache/item-002/openemr.register_referral-dea306642b4f/refused-20261018T213338934369000)",
+    "gates": [
+      {
+        "control": "form_title",
+        "missing": [
+          "Create New Patient"
+        ],
+        "decision": "refused_wrong_record"
+      }
+    ]
+  }
+}
diff --git a/packages/flow/benchmark/scoreboard/superseded/openemr_referral/code_agent/2026-10-18-a/ledgers/item-003.json b/packages/flow/benchmark/scoreboard/superseded/openemr_referral/code_agent/2026-10-18-a/ledgers/item-003.json
new file mode 100644
index 000000000..7230f0588
--- /dev/null
+++ b/packages/flow/benchmark/scoreboard/superseded/openemr_referral/code_agent/2026-10-18-a/ledgers/item-003.json
@@ -0,0 +1,79 @@
+{
+  "ledger": {
+    "agent": "claude",
+    "model": "claude-sonnet-5-5",
+    "vision": "code",
+    "model_calls": 1,
+    "input_tokens": 4,
+    "output_tokens": 118,
+    "cache_creation_input_tokens": 2856,
+    "cache_read_input_tokens": 0,
+    "prompt_tokens": 2860,
+    "images_in_requests": 0,
+    "cost_usd": 0.008328,
+    "wall_seconds": 1.786,
+    "model_seconds": 1.598,
+    "finished": false,
+    "summary": null,
+    "tool_errors": 0,
+    "calls": [
+      {
+        "turn": 1,
+        "input_tokens": 4,
+        "output_tokens": 118,
+        "cache_creation_input_tokens": 2856,
+        "cache_read_input_tokens": 0,
+        "seconds": 1.598,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      }
+    ]
+  },
+  "harness": {
+    "observations": 0,
+    "screenshots_requested": 0,
+    "screenshots_at_gate": 0,
+    "screenshots_every_turn": 0,
+    "actions": 0,
+    "gate_checks": 1,
+    "gate_evidence_screenshots": 1,
+    "gate_refusals": 1
+  },
+  "trace": {
+    "surface": "dom",
+    "scripts": 2,
+    "lines": 2,
+    "actions": 0,
+    "errors": 0,
+    "screenshots": 0,
+    "shell_commands": 0,
+    "shell_isolation": "sandbox-exec",
+    "by_structure": 0,
+    "with_recorded_locator": 0,
+    "locator_agrees": 0,
+    "locator_unique": 0,
+    "commits": 0,
+    "identity_read_before_commit": [],
+    "read_back_after_commit": []
+  },
+  "scripts": [
+    {
+      "script": "tree",
+      "output": "$ tree\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n@1 link \"OpenEMR Website\"\nCalendar\nFinder\nFlow\nRecalls\nMessages\n@2 button \"Patient\"\n@3 button \"Fees\"\n@4 button \"Modules\"\n@5 button \"Procedures\"\n@6 button \"Admin\"\n@7 button \"Reports\"\n@8 button \"Miscellaneous\"\n@9 button \"Popups\"\n@10 textbox \"Search by any demographics\" value=\"\"\n@11 button \"Search for patient by entering whole or part of any demographics field information\"\n@12 button \"Current user\"\nCalendar\nMessage Center\nSearch or Add Patient\n# frame 6: Search or Add Patient\n# Search or Add Patient\n@13 button \"Who\"\nTitle:\n@14 combobox \"form_title\" value=\"Unassigned\" options=[\"Unassigned\", \"Mr.\", \"Mrs.\", \"Ms.\", \"Dr.\"]\nName:\n@15 textbox \"First Name\" value=\"\"\n@16 textbox \"Middle Name\" value=\"\"\n@17 textbox \"Last Name\" value=\"\"\n@18 textbox \"Name Suffix\" value=\"\"\nPreferred Name:\n@19 textbox \"Patient preferred name or name patient is commonly known.\" value=\"\"\nBirth Name:\n@20 textbox \"Birth First Name\" value=\"\"\n@21 textbox \"Middle Name\" value=\"\"\n@22 textbox \"Birth Last Name\" value=\"\"\nDOB:\n@23 textbox \"form_DOB\" value=\"\"\nBirth Sex:\n@24 combobox \"form_sex\" value=\"Unassigned\" options=[\"Unassigned\", \"Female\", \"Male\", \"Unknown\"]\nGender Identity:\n@25 combobox \"form_gender_identity\" value=\"Unassigned\" options=[\"Unassigned\", \"Identifies as Male\", \"Identifies as Female\", \"Female-to-Male (FTM)/Transgender Male/Trans Man\", \"Male-to-Female (MTF)/Transgender Female/Trans Woman\", \"Genderqueer, neither exclusively male nor female\", \"Additional gender category or other, please specify\", \"Choose not to disclose\"]\nSex:\n@26 combobox \"form_sex_identified\" value=\"Unassigned\" options=[\"Unassigned\", \"Male\", \"Female\", \"Identifies as nonbinary gender (finding)\", \"Asked But Declined\", \"unknown\"]\nSexual Orientation:\n@27 combobox \"form_sexual_orientation\" value=\"Unassigned\" options=[\"Unassigned\", \"Straight or heterosexual\", \"Lesbian, gay or homosexual\", \"Bisexual\", \"Something else, please describe\", \"Don't know\", \"Choose not to disclose\"]\nPronouns:\n@28 combobox \"form_pronoun\" value=\"Unassigned\" options=[\"Unassigned\", \"he/him/his/his/himself\", \"she/her/her/hers/herself\", \"they/them/their/theirs/themselves\", \"Ask me\", \"Decline to answer\", \"Other\"]\nExternal ID:\n@29 textbox \"form_pubpid\" value=\"\"\nS.S.:\n@30 textbox \"form_ss\" value=\"\"\nLicense/ID:\n@31 textbox \"form_drivers_license\" value=\"\"\nMarital Status:\n@32 combobox \"form_status\" value=\"Unassigned\" options=[\"Unassigned\", \"Married\", \"Single\", \"Divorced\", \"Widowed\", \"Separated\", \"Domestic Partner\"]\nUser Defined:\n@33 textbox \"form_genericname1\" value=\"\"\n@34 textbox \"form_genericval1\" value=\"\"\n@35 textbox \"form_genericname2\" value=\"\"\n@36 textbox \"form_genericval2\" value=\"\"\nBilling Note:\n@37 textbox \"form_billing_note\" value=\"\"\nPrevious Names:\n@38 combobox \"form_name_history[]\" value=\"\"\n@39 button \"Add\"\n@40 button \"Contact\"\n(7 controls below the visible area: \"Choices\", \"Employer\", \"Stats\", \"Misc\", \"Related\", \"Search\", \"Create New Patient\"; scroll down to reach them",
+      "images": 0
+    }
+  ],
+  "result": {
+    "record_status": "capture_failed",
+    "detail": "GateRefused: 'form_title' may commit a write, but the form, row or section it is in does not show ['Create New Patient']; the right-record check refused it (capture kept at packages/flow/benchmark/scoreboard/raw/openemr_referral/code_agent/2026-10-18-a/jit-cache/item-003/openemr.register_referral-dea306642b4f/refused-20261018T213344355169000)",
+    "gates": [
+      {
+        "control": "form_title",
+        "missing": [
+          "Create New Patient"
+        ],
+        "decision": "refused_wrong_record"
+      }
+    ]
+  }
+}
diff --git a/packages/flow/benchmark/scoreboard/superseded/openemr_referral/code_agent/2026-10-18-a/ledgers/item-004.json b/packages/flow/benchmark/scoreboard/superseded/openemr_referral/code_agent/2026-10-18-a/ledgers/item-004.json
new file mode 100644
index 000000000..24c803a86
--- /dev/null
+++ b/packages/flow/benchmark/scoreboard/superseded/openemr_referral/code_agent/2026-10-18-a/ledgers/item-004.json
@@ -0,0 +1,79 @@
+{
+  "ledger": {
+    "agent": "claude",
+    "model": "claude-sonnet-5-5",
+    "vision": "code",
+    "model_calls": 1,
+    "input_tokens": 4,
+    "output_tokens": 128,
+    "cache_creation_input_tokens": 2854,
+    "cache_read_input_tokens": 0,
+    "prompt_tokens": 2858,
+    "images_in_requests": 0,
+    "cost_usd": 0.008423,
+    "wall_seconds": 1.983,
+    "model_seconds": 1.803,
+    "finished": false,
+    "summary": null,
+    "tool_errors": 0,
+    "calls": [
+      {
+        "turn": 1,
+        "input_tokens": 4,
+        "output_tokens": 128,
+        "cache_creation_input_tokens": 2854,
+        "cache_read_input_tokens": 0,
+        "seconds": 1.803,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      }
+    ]
+  },
+  "harness": {
+    "observations": 0,
+    "screenshots_requested": 0,
+    "screenshots_at_gate": 0,
+    "screenshots_every_turn": 0,
+    "actions": 0,
+    "gate_checks": 1,
+    "gate_evidence_screenshots": 1,
+    "gate_refusals": 1
+  },
+  "trace": {
+    "surface": "dom",
+    "scripts": 2,
+    "lines": 2,
+    "actions": 0,
+    "errors": 0,
+    "screenshots": 0,
+    "shell_commands": 0,
+    "shell_isolation": "sandbox-exec",
+    "by_structure": 0,
+    "with_recorded_locator": 0,
+    "locator_agrees": 0,
+    "locator_unique": 0,
+    "commits": 0,
+    "identity_read_before_commit": [],
+    "read_back_after_commit": []
+  },
+  "scripts": [
+    {
+      "script": "tree",
+      "output": "$ tree\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n@1 link \"OpenEMR Website\"\nCalendar\nFinder\nFlow\nRecalls\nMessages\n@2 button \"Patient\"\n@3 button \"Fees\"\n@4 button \"Modules\"\n@5 button \"Procedures\"\n@6 button \"Admin\"\n@7 button \"Reports\"\n@8 button \"Miscellaneous\"\n@9 button \"Popups\"\n@10 textbox \"Search by any demographics\" value=\"\"\n@11 button \"Search for patient by entering whole or part of any demographics field information\"\n@12 button \"Current user\"\nCalendar\nMessage Center\nSearch or Add Patient\n# frame 6: Search or Add Patient\n# Search or Add Patient\n@13 button \"Who\"\nTitle:\n@14 combobox \"form_title\" value=\"Unassigned\" options=[\"Unassigned\", \"Mr.\", \"Mrs.\", \"Ms.\", \"Dr.\"]\nName:\n@15 textbox \"First Name\" value=\"\"\n@16 textbox \"Middle Name\" value=\"\"\n@17 textbox \"Last Name\" value=\"\"\n@18 textbox \"Name Suffix\" value=\"\"\nPreferred Name:\n@19 textbox \"Patient preferred name or name patient is commonly known.\" value=\"\"\nBirth Name:\n@20 textbox \"Birth First Name\" value=\"\"\n@21 textbox \"Middle Name\" value=\"\"\n@22 textbox \"Birth Last Name\" value=\"\"\nDOB:\n@23 textbox \"form_DOB\" value=\"\"\nBirth Sex:\n@24 combobox \"form_sex\" value=\"Unassigned\" options=[\"Unassigned\", \"Female\", \"Male\", \"Unknown\"]\nGender Identity:\n@25 combobox \"form_gender_identity\" value=\"Unassigned\" options=[\"Unassigned\", \"Identifies as Male\", \"Identifies as Female\", \"Female-to-Male (FTM)/Transgender Male/Trans Man\", \"Male-to-Female (MTF)/Transgender Female/Trans Woman\", \"Genderqueer, neither exclusively male nor female\", \"Additional gender category or other, please specify\", \"Choose not to disclose\"]\nSex:\n@26 combobox \"form_sex_identified\" value=\"Unassigned\" options=[\"Unassigned\", \"Male\", \"Female\", \"Identifies as nonbinary gender (finding)\", \"Asked But Declined\", \"unknown\"]\nSexual Orientation:\n@27 combobox \"form_sexual_orientation\" value=\"Unassigned\" options=[\"Unassigned\", \"Straight or heterosexual\", \"Lesbian, gay or homosexual\", \"Bisexual\", \"Something else, please describe\", \"Don't know\", \"Choose not to disclose\"]\nPronouns:\n@28 combobox \"form_pronoun\" value=\"Unassigned\" options=[\"Unassigned\", \"he/him/his/his/himself\", \"she/her/her/hers/herself\", \"they/them/their/theirs/themselves\", \"Ask me\", \"Decline to answer\", \"Other\"]\nExternal ID:\n@29 textbox \"form_pubpid\" value=\"\"\nS.S.:\n@30 textbox \"form_ss\" value=\"\"\nLicense/ID:\n@31 textbox \"form_drivers_license\" value=\"\"\nMarital Status:\n@32 combobox \"form_status\" value=\"Unassigned\" options=[\"Unassigned\", \"Married\", \"Single\", \"Divorced\", \"Widowed\", \"Separated\", \"Domestic Partner\"]\nUser Defined:\n@33 textbox \"form_genericname1\" value=\"\"\n@34 textbox \"form_genericval1\" value=\"\"\n@35 textbox \"form_genericname2\" value=\"\"\n@36 textbox \"form_genericval2\" value=\"\"\nBilling Note:\n@37 textbox \"form_billing_note\" value=\"\"\nPrevious Names:\n@38 combobox \"form_name_history[]\" value=\"\"\n@39 button \"Add\"\n@40 button \"Contact\"\n(7 controls below the visible area: \"Choices\", \"Employer\", \"Stats\", \"Misc\", \"Related\", \"Search\", \"Create New Patient\"; scroll down to reach them",
+      "images": 0
+    }
+  ],
+  "result": {
+    "record_status": "capture_failed",
+    "detail": "GateRefused: 'form_title' may commit a write, but the form, row or section it is in does not show ['Create New Patient']; the right-record check refused it (capture kept at packages/flow/benchmark/scoreboard/raw/openemr_referral/code_agent/2026-10-18-a/jit-cache/item-004/openemr.register_referral-dea306642b4f/refused-20261018T213349496790000)",
+    "gates": [
+      {
+        "control": "form_title",
+        "missing": [
+          "Create New Patient"
+        ],
+        "decision": "refused_wrong_record"
+      }
+    ]
+  }
+}
diff --git a/packages/flow/benchmark/scoreboard/superseded/openemr_referral/code_agent/2026-10-18-a/ledgers/item-005.json b/packages/flow/benchmark/scoreboard/superseded/openemr_referral/code_agent/2026-10-18-a/ledgers/item-005.json
new file mode 100644
index 000000000..1cd8e3bd1
--- /dev/null
+++ b/packages/flow/benchmark/scoreboard/superseded/openemr_referral/code_agent/2026-10-18-a/ledgers/item-005.json
@@ -0,0 +1,79 @@
+{
+  "ledger": {
+    "agent": "claude",
+    "model": "claude-sonnet-5-5",
+    "vision": "code",
+    "model_calls": 1,
+    "input_tokens": 4,
+    "output_tokens": 128,
+    "cache_creation_input_tokens": 2854,
+    "cache_read_input_tokens": 0,
+    "prompt_tokens": 2858,
+    "images_in_requests": 0,
+    "cost_usd": 0.008423,
+    "wall_seconds": 2.14,
+    "model_seconds": 1.953,
+    "finished": false,
+    "summary": null,
+    "tool_errors": 0,
+    "calls": [
+      {
+        "turn": 1,
+        "input_tokens": 4,
+        "output_tokens": 128,
+        "cache_creation_input_tokens": 2854,
+        "cache_read_input_tokens": 0,
+        "seconds": 1.953,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      }
+    ]
+  },
+  "harness": {
+    "observations": 0,
+    "screenshots_requested": 0,
+    "screenshots_at_gate": 0,
+    "screenshots_every_turn": 0,
+    "actions": 0,
+    "gate_checks": 1,
+    "gate_evidence_screenshots": 1,
+    "gate_refusals": 1
+  },
+  "trace": {
+    "surface": "dom",
+    "scripts": 2,
+    "lines": 2,
+    "actions": 0,
+    "errors": 0,
+    "screenshots": 0,
+    "shell_commands": 0,
+    "shell_isolation": "sandbox-exec",
+    "by_structure": 0,
+    "with_recorded_locator": 0,
+    "locator_agrees": 0,
+    "locator_unique": 0,
+    "commits": 0,
+    "identity_read_before_commit": [],
+    "read_back_after_commit": []
+  },
+  "scripts": [
+    {
+      "script": "tree",
+      "output": "$ tree\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n@1 link \"OpenEMR Website\"\nCalendar\nFinder\nFlow\nRecalls\nMessages\n@2 button \"Patient\"\n@3 button \"Fees\"\n@4 button \"Modules\"\n@5 button \"Procedures\"\n@6 button \"Admin\"\n@7 button \"Reports\"\n@8 button \"Miscellaneous\"\n@9 button \"Popups\"\n@10 textbox \"Search by any demographics\" value=\"\"\n@11 button \"Search for patient by entering whole or part of any demographics field information\"\n@12 button \"Current user\"\nCalendar\nMessage Center\nSearch or Add Patient\n# frame 6: Search or Add Patient\n# Search or Add Patient\n@13 button \"Who\"\nTitle:\n@14 combobox \"form_title\" value=\"Unassigned\" options=[\"Unassigned\", \"Mr.\", \"Mrs.\", \"Ms.\", \"Dr.\"]\nName:\n@15 textbox \"First Name\" value=\"\"\n@16 textbox \"Middle Name\" value=\"\"\n@17 textbox \"Last Name\" value=\"\"\n@18 textbox \"Name Suffix\" value=\"\"\nPreferred Name:\n@19 textbox \"Patient preferred name or name patient is commonly known.\" value=\"\"\nBirth Name:\n@20 textbox \"Birth First Name\" value=\"\"\n@21 textbox \"Middle Name\" value=\"\"\n@22 textbox \"Birth Last Name\" value=\"\"\nDOB:\n@23 textbox \"form_DOB\" value=\"\"\nBirth Sex:\n@24 combobox \"form_sex\" value=\"Unassigned\" options=[\"Unassigned\", \"Female\", \"Male\", \"Unknown\"]\nGender Identity:\n@25 combobox \"form_gender_identity\" value=\"Unassigned\" options=[\"Unassigned\", \"Identifies as Male\", \"Identifies as Female\", \"Female-to-Male (FTM)/Transgender Male/Trans Man\", \"Male-to-Female (MTF)/Transgender Female/Trans Woman\", \"Genderqueer, neither exclusively male nor female\", \"Additional gender category or other, please specify\", \"Choose not to disclose\"]\nSex:\n@26 combobox \"form_sex_identified\" value=\"Unassigned\" options=[\"Unassigned\", \"Male\", \"Female\", \"Identifies as nonbinary gender (finding)\", \"Asked But Declined\", \"unknown\"]\nSexual Orientation:\n@27 combobox \"form_sexual_orientation\" value=\"Unassigned\" options=[\"Unassigned\", \"Straight or heterosexual\", \"Lesbian, gay or homosexual\", \"Bisexual\", \"Something else, please describe\", \"Don't know\", \"Choose not to disclose\"]\nPronouns:\n@28 combobox \"form_pronoun\" value=\"Unassigned\" options=[\"Unassigned\", \"he/him/his/his/himself\", \"she/her/her/hers/herself\", \"they/them/their/theirs/themselves\", \"Ask me\", \"Decline to answer\", \"Other\"]\nExternal ID:\n@29 textbox \"form_pubpid\" value=\"\"\nS.S.:\n@30 textbox \"form_ss\" value=\"\"\nLicense/ID:\n@31 textbox \"form_drivers_license\" value=\"\"\nMarital Status:\n@32 combobox \"form_status\" value=\"Unassigned\" options=[\"Unassigned\", \"Married\", \"Single\", \"Divorced\", \"Widowed\", \"Separated\", \"Domestic Partner\"]\nUser Defined:\n@33 textbox \"form_genericname1\" value=\"\"\n@34 textbox \"form_genericval1\" value=\"\"\n@35 textbox \"form_genericname2\" value=\"\"\n@36 textbox \"form_genericval2\" value=\"\"\nBilling Note:\n@37 textbox \"form_billing_note\" value=\"\"\nPrevious Names:\n@38 combobox \"form_name_history[]\" value=\"\"\n@39 button \"Add\"\n@40 button \"Contact\"\n(7 controls below the visible area: \"Choices\", \"Employer\", \"Stats\", \"Misc\", \"Related\", \"Search\", \"Create New Patient\"; scroll down to reach them",
+      "images": 0
+    }
+  ],
+  "result": {
+    "record_status": "capture_failed",
+    "detail": "GateRefused: 'form_title' may commit a write, but the form, row or section it is in does not show ['Create New Patient']; the right-record check refused it (capture kept at packages/flow/benchmark/scoreboard/raw/openemr_referral/code_agent/2026-10-18-a/jit-cache/item-005/openemr.register_referral-dea306642b4f/refused-20261018T213355189214000)",
+    "gates": [
+      {
+        "control": "form_title",
+        "missing": [
+          "Create New Patient"
+        ],
+        "decision": "refused_wrong_record"
+      }
+    ]
+  }
+}
diff --git a/packages/flow/benchmark/scoreboard/superseded/openemr_referral/code_agent/2026-10-18-a/meta.json b/packages/flow/benchmark/scoreboard/superseded/openemr_referral/code_agent/2026-10-18-a/meta.json
new file mode 100644
index 000000000..833b8f160
--- /dev/null
+++ b/packages/flow/benchmark/scoreboard/superseded/openemr_referral/code_agent/2026-10-18-a/meta.json
@@ -0,0 +1,22 @@
+{
+  "protocol_version": "2026-10-18.1",
+  "written_at": "2026-10-18T17:33:28-0400",
+  "machine": "arm64 Darwin 24.6.0",
+  "cpu_count": 12,
+  "python": "3.12.7",
+  "engine": {
+    "path": "/Users/abrichr/oa/worktrees/scoreboard-arm7/packages/flow/openadapt_flow",
+    "git_head": "e0d56d450e4fc9cae63377838b73d45f69c3083f"
+  },
+  "benchmark_git_head": "e0d56d450e4fc9cae63377838b73d45f69c3083f",
+  "task": "openemr_referral",
+  "arm": "code_agent",
+  "model": "claude-sonnet-5-5",
+  "n": 5,
+  "vision": "code",
+  "effort": "medium",
+  "max_cost_per_item": 0.75,
+  "on_screen": [
+    "Create New Patient"
+  ]
+}
diff --git a/packages/flow/benchmark/scoreboard/superseded/openemr_referral/code_agent/2026-10-18-b/HAND_REVIEW.md b/packages/flow/benchmark/scoreboard/superseded/openemr_referral/code_agent/2026-10-18-b/HAND_REVIEW.md
new file mode 100644
index 000000000..6314697f0
--- /dev/null
+++ b/packages/flow/benchmark/scoreboard/superseded/openemr_referral/code_agent/2026-10-18-b/HAND_REVIEW.md
@@ -0,0 +1,15 @@
+# Hand review (PROTOCOL.md, "Outcome of an item")
+
+- Item 2, rule outcome `silent_wrong`: the agent did not report success. Its
+  final message (ledgers/item-002.json) says OpenEMR warned of a possible
+  existing patient (another made-up "Adela", from arm 2's item 0, same first
+  name and sex) and that it stopped without confirming; nothing was saved.
+  By hand this is a `safe_stop`. The word rule missed it because the message
+  says "did not create" and none of `run.FAILURE_WORDS`.
+- Items 1 and 3 to 5: `correct` (one new chart, 12 of 12 fields).
+- Admission, all five: refused before the canary, "a write step lacks an
+  independent read-back". The program's save step (the confirm-dialog click)
+  had no system-of-record change bound to it, so the JIT admission gate
+  refuses. Arm 2's OpenEMR first run stopped earlier in admission (parameter
+  names), so it never reached this check. The trace check passed on all five:
+  every element the agent acted on is on the compiled program's steps.
diff --git a/packages/flow/benchmark/scoreboard/superseded/openemr_referral/code_agent/2026-10-18-b/items.csv b/packages/flow/benchmark/scoreboard/superseded/openemr_referral/code_agent/2026-10-18-b/items.csv
new file mode 100644
index 000000000..2d71607ec
--- /dev/null
+++ b/packages/flow/benchmark/scoreboard/superseded/openemr_referral/code_agent/2026-10-18-b/items.csv
@@ -0,0 +1,6 @@
+task,arm,run_id,item,attempt,fault,reported_success,readback,outcome,model_calls,input_tokens,output_tokens,cache_read_tokens,cache_write_tokens,cost_usd,item_s,wall_s,approvals_asked,host_load_1m,timed,detail
+openemr_referral,code_agent,2026-10-18-b,1,1,none,True,correct,correct,15,32,1341,86798,5911,0.045611,52.522,112.029,0,73.12,False,"{""record_status"": ""needs_human_admit"", ""program_check"": true, ""canary_status"": ""refused"", ""admitted"": false, ""error"": null}"
+openemr_referral,code_agent,2026-10-18-b,2,1,none,True,missing,silent_wrong,9,20,898,41146,5329,0.030572,41.873,91.143,0,29.2,False,"{""record_status"": ""needs_human_admit"", ""program_check"": true, ""canary_status"": ""refused"", ""admitted"": false, ""error"": null}"
+openemr_referral,code_agent,2026-10-18-b,3,1,none,True,correct,correct,11,24,953,53523,8234,0.040868,46.296,97.493,0,27.72,False,"{""record_status"": ""needs_human_admit"", ""program_check"": true, ""canary_status"": ""refused"", ""admitted"": false, ""error"": null}"
+openemr_referral,code_agent,2026-10-18-b,4,1,none,True,correct,correct,11,24,943,59516,8350,0.042256,46.638,93.372,0,13.73,False,"{""record_status"": ""needs_human_admit"", ""program_check"": true, ""canary_status"": ""refused"", ""admitted"": false, ""error"": null}"
+openemr_referral,code_agent,2026-10-18-b,5,1,none,True,correct,correct,12,26,1034,66125,8805,0.04563,48.538,97.222,0,13.52,False,"{""record_status"": ""needs_human_admit"", ""program_check"": true, ""canary_status"": ""refused"", ""admitted"": false, ""error"": null}"
diff --git a/packages/flow/benchmark/scoreboard/superseded/openemr_referral/code_agent/2026-10-18-b/ledgers/item-001.json b/packages/flow/benchmark/scoreboard/superseded/openemr_referral/code_agent/2026-10-18-b/ledgers/item-001.json
new file mode 100644
index 000000000..daa954b86
--- /dev/null
+++ b/packages/flow/benchmark/scoreboard/superseded/openemr_referral/code_agent/2026-10-18-b/ledgers/item-001.json
@@ -0,0 +1,394 @@
+{
+  "ledger": {
+    "agent": "claude",
+    "model": "claude-sonnet-5-5",
+    "vision": "code",
+    "model_calls": 15,
+    "input_tokens": 32,
+    "output_tokens": 1341,
+    "cache_creation_input_tokens": 5911,
+    "cache_read_input_tokens": 86798,
+    "prompt_tokens": 92741,
+    "images_in_requests": 0,
+    "cost_usd": 0.045611,
+    "wall_seconds": 52.522,
+    "model_seconds": 23.46,
+    "finished": true,
+    "summary": "Created patient Fitzroy ScoreboardZ701 (pid 3) with the given values. No duplicate warning appeared.",
+    "tool_errors": 0,
+    "calls": [
+      {
+        "turn": 1,
+        "input_tokens": 4,
+        "output_tokens": 130,
+        "cache_creation_input_tokens": 0,
+        "cache_read_input_tokens": 2859,
+        "seconds": 1.924,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 2,
+        "input_tokens": 2,
+        "output_tokens": 180,
+        "cache_creation_input_tokens": 706,
+        "cache_read_input_tokens": 2859,
+        "seconds": 2.045,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 3,
+        "input_tokens": 2,
+        "output_tokens": 57,
+        "cache_creation_input_tokens": 249,
+        "cache_read_input_tokens": 3565,
+        "seconds": 1.496,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 4,
+        "input_tokens": 2,
+        "output_tokens": 49,
+        "cache_creation_input_tokens": 153,
+        "cache_read_input_tokens": 3814,
+        "seconds": 1.21,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 5,
+        "input_tokens": 2,
+        "output_tokens": 93,
+        "cache_creation_input_tokens": 1451,
+        "cache_read_input_tokens": 3967,
+        "seconds": 1.551,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 6,
+        "input_tokens": 2,
+        "output_tokens": 180,
+        "cache_creation_input_tokens": 264,
+        "cache_read_input_tokens": 5418,
+        "seconds": 1.799,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 7,
+        "input_tokens": 2,
+        "output_tokens": 96,
+        "cache_creation_input_tokens": 695,
+        "cache_read_input_tokens": 5682,
+        "seconds": 1.579,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 8,
+        "input_tokens": 2,
+        "output_tokens": 114,
+        "cache_creation_input_tokens": 298,
+        "cache_read_input_tokens": 6377,
+        "seconds": 1.719,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 9,
+        "input_tokens": 2,
+        "output_tokens": 47,
+        "cache_creation_input_tokens": 267,
+        "cache_read_input_tokens": 6675,
+        "seconds": 1.329,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 10,
+        "input_tokens": 2,
+        "output_tokens": 50,
+        "cache_creation_input_tokens": 109,
+        "cache_read_input_tokens": 6942,
+        "seconds": 1.701,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 11,
+        "input_tokens": 2,
+        "output_tokens": 78,
+        "cache_creation_input_tokens": 107,
+        "cache_read_input_tokens": 7051,
+        "seconds": 1.463,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 12,
+        "input_tokens": 2,
+        "output_tokens": 45,
+        "cache_creation_input_tokens": 149,
+        "cache_read_input_tokens": 7158,
+        "seconds": 1.256,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 13,
+        "input_tokens": 2,
+        "output_tokens": 80,
+        "cache_creation_input_tokens": 1165,
+        "cache_read_input_tokens": 7307,
+        "seconds": 1.498,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 14,
+        "input_tokens": 2,
+        "output_tokens": 54,
+        "cache_creation_input_tokens": 180,
+        "cache_read_input_tokens": 8472,
+        "seconds": 1.277,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 15,
+        "input_tokens": 2,
+        "output_tokens": 88,
+        "cache_creation_input_tokens": 118,
+        "cache_read_input_tokens": 8652,
+        "seconds": 1.613,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      }
+    ]
+  },
+  "harness": {
+    "observations": 0,
+    "screenshots_requested": 0,
+    "screenshots_at_gate": 0,
+    "screenshots_every_turn": 0,
+    "actions": 35,
+    "gate_checks": 1,
+    "gate_evidence_screenshots": 1,
+    "gate_refusals": 0
+  },
+  "trace": {
+    "surface": "dom",
+    "scripts": 16,
+    "lines": 34,
+    "actions": 19,
+    "errors": 2,
+    "screenshots": 0,
+    "shell_commands": 0,
+    "shell_isolation": "sandbox-exec",
+    "by_structure": 16,
+    "with_recorded_locator": 16,
+    "locator_agrees": 16,
+    "locator_unique": 16,
+    "commits": 1,
+    "identity_read_before_commit": [
+      "identity:Create New Patient",
+      "input:DOB",
+      "input:country_code",
+      "input:fname",
+      "input:lname",
+      "input:sex",
+      "input:state_label",
+      "input:title"
+    ],
+    "read_back_after_commit": [
+      "input:fname",
+      "input:lname"
+    ]
+  },
+  "scripts": [
+    {
+      "script": "tree",
+      "output": "$ tree\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n@1 link \"OpenEMR Website\"\nCalendar\nFinder\nFlow\nRecalls\nMessages\n@2 button \"Patient\"\n@3 button \"Fees\"\n@4 button \"Modules\"\n@5 button \"Procedures\"\n@6 button \"Admin\"\n@7 button \"Reports\"\n@8 button \"Miscellaneous\"\n@9 button \"Popups\"\n@10 textbox \"Search by any demographics\" value=\"\"\n@11 button \"Search for patient by entering whole or part of any demographics field information\"\n@12 button \"Current user\"\nCalendar\nMessage Center\nSearch or Add Patient\n# frame 6: Search or Add Patient\n# Search or Add Patient\n@13 button \"Who\"\nTitle:\n@14 combobox \"form_title\" value=\"Unassigned\" options=[\"Unassigned\", \"Mr.\", \"Mrs.\", \"Ms.\", \"Dr.\"]\nName:\n@15 textbox \"First Name\" value=\"\"\n@16 textbox \"Middle Name\" value=\"\"\n@17 textbox \"Last Name\" value=\"\"\n@18 textbox \"Name Suffix\" value=\"\"\nPreferred Name:\n@19 textbox \"Patient preferred name or name patient is commonly known.\" value=\"\"\nBirth Name:\n@20 textbox \"Birth First Name\" value=\"\"\n@21 textbox \"Middle Name\" value=\"\"\n@22 textbox \"Birth Last Name\" value=\"\"\nDOB:\n@23 textbox \"form_DOB\" value=\"\"\nBirth Sex:\n@24 combobox \"form_sex\" value=\"Unassigned\" options=[\"Unassigned\", \"Female\", \"Male\", \"Unknown\"]\nGender Identity:\n@25 combobox \"form_gender_identity\" value=\"Unassigned\" options=[\"Unassigned\", \"Identifies as Male\", \"Identifies as Female\", \"Female-to-Male (FTM)/Transgender Male/Trans Man\", \"Male-to-Female (MTF)/Transgender Female/Trans Woman\", \"Genderqueer, neither exclusively male nor female\", \"Additional gender category or other, please specify\", \"Choose not to disclose\"]\nSex:\n@26 combobox \"form_sex_identified\" value=\"Unassigned\" options=[\"Unassigned\", \"Male\", \"Female\", \"Identifies as nonbinary gender (finding)\", \"Asked But Declined\", \"unknown\"]\nSexual Orientation:\n@27 combobox \"form_sexual_orientation\" value=\"Unassigned\" options=[\"Unassigned\", \"Straight or heterosexual\", \"Lesbian, gay or homosexual\", \"Bisexual\", \"Something else, please describe\", \"Don't know\", \"Choose not to disclose\"]\nPronouns:\n@28 combobox \"form_pronoun\" value=\"Unassigned\" options=[\"Unassigned\", \"he/him/his/his/himself\", \"she/her/her/hers/herself\", \"they/them/their/theirs/themselves\", \"Ask me\", \"Decline to answer\", \"Other\"]\nExternal ID:\n@29 textbox \"form_pubpid\" value=\"\"\nS.S.:\n@30 textbox \"form_ss\" value=\"\"\nLicense/ID:\n@31 textbox \"form_drivers_license\" value=\"\"\nMarital Status:\n@32 combobox \"form_status\" value=\"Unassigned\" options=[\"Unassigned\", \"Married\", \"Single\", \"Divorced\", \"Widowed\", \"Separated\", \"Domestic Partner\"]\nUser Defined:\n@33 textbox \"form_genericname1\" value=\"\"\n@34 textbox \"form_genericval1\" value=\"\"\n@35 textbox \"form_genericname2\" value=\"\"\n@36 textbox \"form_genericval2\" value=\"\"\nBilling Note:\n@37 textbox \"form_billing_note\" value=\"\"\nPrevious Names:\n@38 combobox \"form_name_history[]\" value=\"\"\n@39 button \"Add\"\n@40 button \"Contact\"\n(7 controls below the visible area: \"Choices\", \"Employer\", \"Stats\", \"Misc\", \"Related\", \"Search\", \"Create New Patient\"; scroll down to reach them",
+      "images": 0
+    },
+    {
+      "script": "select @14 option=Mr.\nfill @15 value=Fitzroy\nfill @17 value=ScoreboardZ701\nfill @23 value=1976-06-27\nselect @24 option=Male\nclick @40\ntree grep=Street\nfind role=textbox name=City",
+      "output": "$ select @14 option=Mr.\nok: select combobox \"form_title\" value=\"Mr.\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ fill @15 value=Fitzroy\nok: fill textbox \"First Name\" value=\"Fitzroy\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ fill @17 value=ScoreboardZ701\nok: fill textbox \"Last Name\" value=\"ScoreboardZ701\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ fill @23 value=1976-06-27\nok: fill textbox \"form_DOB\" value=\"1976-06-27\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ select @24 option=Male\nok: select combobox \"form_sex\" value=\"Male\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ click @40\nok: click button \"Contact\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ tree grep=Street\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n(26 controls below the visible area: \"form_street\", \"form_street_line_2\", \"form_city\", \"form_state\", \"Add\", \"form_postal_code\", \"form_country_code\", \"Add\" and 18 more; scroll down to reach them)\n$ find role=textbox name=City\nno match",
+      "images": 0
+    },
+    {
+      "script": "fill role=textbox name=form_street value=\"711 SYNTHETIC WAY\"\nfill role=textbox name=form_city value=EXAMPLETON\nselect role=combobox name=form_state option=Massachusetts\nfill role=textbox name=form_postal_code value=02139\nselect role=combobox name=form_country_code option=USA\nfind role=textbox name=form_phone_home\nfind role=textbox name=form_email",
+      "output": "$ fill role=textbox name=form_street value=\"711 SYNTHETIC WAY\"\nerror: nothing matches role=\"textbox\" name=\"form_street\"\n(stopped; 6 lines not run)",
+      "images": 0
+    },
+    {
+      "script": "scroll down px=400\ntree max=80",
+      "output": "$ scroll down px=400\nerror: the scroll was sent, but nothing scrolled: the pointer is over a part of the screen that does not scroll (a fixed bar?). Click a field or label in the area you want to scroll, then scroll again\n(stopped; 1 lines not run)",
+      "images": 0
+    },
+    {
+      "script": "tree max=120",
+      "output": "$ tree max=120\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n@1 link \"OpenEMR Website\"\nCalendar\nFinder\nFlow\nRecalls\nMessages\n@2 button \"Patient\"\n@3 button \"Fees\"\n@4 button \"Modules\"\n@5 button \"Procedures\"\n@6 button \"Admin\"\n@7 button \"Reports\"\n@8 button \"Miscellaneous\"\n@9 button \"Popups\"\n@10 textbox \"Search by any demographics\" value=\"\"\n@11 button \"Search for patient by entering whole or part of any demographics field information\"\n@12 button \"Current user\"\nCalendar\nMessage Center\nSearch or Add Patient\n# frame 6: Search or Add Patient\n# Search or Add Patient\n@13 button \"Who\"\nTitle:\n@14 combobox \"form_title\" value=\"Mr.\" options=[\"Unassigned\", \"Mr.\", \"Mrs.\", \"Ms.\", \"Dr.\"]\nName:\n@15 textbox \"First Name\" value=\"Fitzroy\"\n@16 textbox \"Middle Name\" value=\"\"\n@17 textbox \"Last Name\" value=\"ScoreboardZ701\"\n@18 textbox \"Name Suffix\" value=\"\"\nPreferred Name:\n@19 textbox \"Patient preferred name or name patient is commonly known.\" value=\"\"\nBirth Name:\n@20 textbox \"Birth First Name\" value=\"\"\n@21 textbox \"Middle Name\" value=\"\"\n@22 textbox \"Birth Last Name\" value=\"\"\nDOB:\n@23 textbox \"form_DOB\" value=\"1976-06-27\"\nBirth Sex:\n@24 combobox \"form_sex\" value=\"Male\" options=[\"Unassigned\", \"Female\", \"Male\", \"Unknown\"]\nGender Identity:\n@25 combobox \"form_gender_identity\" value=\"Unassigned\" options=[\"Unassigned\", \"Identifies as Male\", \"Identifies as Female\", \"Female-to-Male (FTM)/Transgender Male/Trans Man\", \"Male-to-Female (MTF)/Transgender Female/Trans Woman\", \"Genderqueer, neither exclusively male nor female\", \"Additional gender category or other, please specify\", \"Choose not to disclose\"]\nSex:\n@26 combobox \"form_sex_identified\" value=\"Unassigned\" options=[\"Unassigned\", \"Male\", \"Female\", \"Identifies as nonbinary gender (finding)\", \"Asked But Declined\", \"unknown\"]\nSexual Orientation:\n@27 combobox \"form_sexual_orientation\" value=\"Unassigned\" options=[\"Unassigned\", \"Straight or heterosexual\", \"Lesbian, gay or homosexual\", \"Bisexual\", \"Something else, please describe\", \"Don't know\", \"Choose not to disclose\"]\nPronouns:\n@28 combobox \"form_pronoun\" value=\"Unassigned\" options=[\"Unassigned\", \"he/him/his/his/himself\", \"she/her/her/hers/herself\", \"they/them/their/theirs/themselves\", \"Ask me\", \"Decline to answer\", \"Other\"]\nExternal ID:\n@29 textbox \"form_pubpid\" value=\"\"\nS.S.:\n@30 textbox \"form_ss\" value=\"\"\nLicense/ID:\n@31 textbox \"form_drivers_license\" value=\"\"\nMarital Status:\n@32 combobox \"form_status\" value=\"Unassigned\" options=[\"Unassigned\", \"Married\", \"Single\", \"Divorced\", \"Widowed\", \"Separated\", \"Domestic Partner\"]\nUser Defined:\n@33 textbox \"form_genericname1\" value=\"\"\n@34 textbox \"form_genericval1\" value=\"\"\n@35 textbox \"form_genericname2\" value=\"\"\n@36 textbox \"form_genericval2\" value=\"\"\nBilling Note:\n@37 textbox \"form_billing_note\" value=\"\"\nPrevious Names:\n@38 combobox \"form_name_history[]\" value=\"\"\n@39 button \"Add\"\n@40 button \"Contact\" (focused)\n(26 controls below the visible area: \"form_street\", \"form_street_line_2\", \"form_city\", \"form_state\", \"Add\", ",
+      "images": 0
+    },
+    {
+      "script": "click @37\nscroll down px=600\nfind role=textbox name=form_street",
+      "output": "$ click @37\nok: click textbox \"form_billing_note\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ scroll down px=600\nok: scroll down 600px\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ find role=textbox name=form_street\n@14 textbox \"form_street\" value=\"\"\n@15 textbox \"form_street_line_2\" value=\"\"",
+      "images": 0
+    },
+    {
+      "script": "fill role=textbox name=form_street value=\"711 SYNTHETIC WAY\"\nfill role=textbox name=form_city value=EXAMPLETON\nselect role=combobox name=form_state option=Massachusetts\nfill role=textbox name=form_postal_code value=02139\nselect role=combobox name=form_country_code option=USA\nfind role=textbox name=form_phone_home\nfind role=textbox name=form_email",
+      "output": "$ fill role=textbox name=form_street value=\"711 SYNTHETIC WAY\"\nok: fill textbox \"form_street\" value=\"711 SYNTHETIC WAY\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ fill role=textbox name=form_city value=EXAMPLETON\nok: fill textbox \"form_city\" value=\"EXAMPLETON\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ select role=combobox name=form_state option=Massachusetts\nok: select combobox \"form_state\" value=\"Massachusetts\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ fill role=textbox name=form_postal_code value=02139\nok: fill textbox \"form_postal_code\" value=\"02139\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ select role=combobox name=form_country_code option=USA\nok: select combobox \"form_country_code\" value=\"USA\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ find role=textbox name=form_phone_home\n@27 textbox \"form_phone_home\" value=\"\"\n$ find role=textbox name=form_email\n@30 textbox \"form_email\" value=\"\"\n@31 textbox \"form_email_direct\" value=\"\"",
+      "images": 0
+    },
+    {
+      "script": "fill @27 value=555-0101\nfill @30 value=fitzroy.scoreboard.701@example.invalid\nfind role=button name=\"Create New Patient\"",
+      "output": "$ fill @27 value=555-0101\nok: fill textbox \"form_phone_home\" value=\"555-0101\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ fill @30 value=fitzroy.scoreboard.701@example.invalid\nok: fill textbox \"form_email\" value=\"fitzroy.scoreboard.701@example.invalid\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ find role=button name=\"Create New Patient\"\nno match",
+      "images": 0
+    },
+    {
+      "script": "find name=\"Create New Patient\"",
+      "output": "$ find name=\"Create New Patient\"\nno match",
+      "images": 0
+    },
+    {
+      "script": "scroll down px=2000\nfind name=\"Create New Patient\"",
+      "output": "$ scroll down px=2000\nok: scroll down 2000px\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ find name=\"Create New Patient\"\n@38 button \"Create New Patient\"",
+      "images": 0
+    },
+    {
+      "script": "click @38",
+      "output": "$ click @38\nok: click button \"Create New Patient\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)",
+      "images": 0
+    },
+    {
+      "script": "text grep=atient",
+      "output": "$ text grep=atient\nPatient\nSearch or Add Patient\nSearch or Add Patient\nCreate New Patient\nConfirm Create New Patient Cancel",
+      "images": 0
+    },
+    {
+      "script": "tree grep=Confirm",
+      "output": "$ tree grep=Confirm\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n@39 button \"Confirm Create New Patient\"",
+      "images": 0
+    },
+    {
+      "script": "text",
+      "output": "$ text\nCalendar\nFinder\nFlow\nRecalls\nMessages\nPatient\nFees\nModules\nProcedures\nAdmin\nReports\nMiscellaneous\nPopups\nCalendar\nMessage Center\nSearch or Add Patient\nSearch or Add Patient\nWho\nTitle:\nUnassigned\nMr.\nMrs.\nMs.\nDr.\nName:\nPreferred Name:\nBirth Name:\nDOB:\nBirth Sex:\nUnassigned\nFemale\nMale\nUnknown\nGender Identity:\nUnassigned\nIdentifies as Male\nIdentifies as Female\nFemale-to-Male (FTM)/Transgender Male/Trans Man\nMale-to-Female (MTF)/Transgender Female/Trans Woman\nGenderqueer, neither exclusively male nor female\nAdditional gender category or other, please specify\nChoose not to disclose\nSex:\nUnassigned\nMale\nFemale\nIdentifies as nonbinary gender (finding)\nAsked But Declined\nunknown\nSexual Orientation:\nUnassigned\nStraight or heterosexual\nLesbian, gay or homosexual\nBisexual\nSomething else, please describe\nDon't know\nChoose not to disclose\nPronouns:\nUnassigned\nhe/him/his/his/himself\nshe/her/her/hers/herself\nthey/them/their/theirs/themselves\nAsk me\nDecline to answer\nOther\nExternal ID:\nS.S.:\nLicense/ID:\nMarital Status:\nUnassigned\nMarried\nSingle\nDivorced\nWidowed\nSeparated\nDomestic Partner\nUser Defined:\nBilling Note:\nPrevious Names:\nAdd\nContact\nAddress:\nAddress Line 2:\nCity:\nState:\nUnassigned\nAlabama\nAlaska\nArizona\nArkansas\nCalifornia\nColorado\nConnecticut\nDelaware\nDistrict of Columbia\nFlorida\nGeorgia\nHawaii\nIdaho\nIllinois\nIndiana\nIowa\nKansas\nKentucky\nLouisiana\nMaine\nMaryland\nMassachusetts\nMichigan\nMinnesota\nMississippi\nMissouri\nMontana\nNebraska\nNevada\nNew Hampshire\nNew Jersey\nNew Mexico\nNew York\nNorth Carolina\nNorth Dakota\nOhio\nOklahoma\nOregon\nPennsylvania\nPuerto Rico\nRhode Island\nSouth Carolina\nSouth Dakota\nTennessee\nTexas\nUtah\nVermont\nVirginia\nWashington\nWest Virginia\nWisconsin\nWyoming\nPostal Code:\nCountry:\nUnassigned\nUSA\nCounty:\nUnassigned\nADAIR\nANDREW\nATCHISON\nAUDRAIN\nBARRY\nMother`s Name:\nEmergency Contact:\nEmergency Phone:\nHome Phone:\nWork Phone:\nMobile Phone:\nContact Email:\nTrusted Email:\nAdditional Addresses\nShow Inactive\nNONE\nChoices\nEmployer\nStats\nMisc\nRelated\nSearch\nCreate New Patient\n1 - 0 of 0\nHits\tName\t\tPreferred Name\tBirth Name\t\t\tDOB\tBirth Sex\tExternal ID\tPrevious Names\nNo matches were found.\nConfirm Create New Patient Cancel",
+      "images": 0
+    },
+    {
+      "script": "click @39\ntext grep=Fitzroy",
+      "output": "$ click @39\nok: click button \"Confirm Create New Patient\" (save gate passed)\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n(a write was committed; 1 lines not run. Read the screen to check the result.)",
+      "images": 0
+    },
+    {
+      "script": "text grep=Fitzroy",
+      "output": "$ text grep=Fitzroy\nFitzroy ScoreboardZ701 (3)\nMedical Record Dashboard - Fitzroy ScoreboardZ701",
+      "images": 0
+    }
+  ],
+  "result": {
+    "record_status": "needs_human_admit",
+    "detail": null,
+    "gates": [
+      {
+        "control": "Confirm Create New Patient",
+        "missing": [],
+        "decision": "passed_no_hold"
+      }
+    ],
+    "program_check": {
+      "trace_steps_with_locator": 16,
+      "distilled_steps": [],
+      "in_program": 16,
+      "missing_steps": [],
+      "program_structural_steps": 16,
+      "passed": true
+    },
+    "steps": 35,
+    "canary_status": "refused",
+    "canary_detail": "no canary ran: a write step lacks an independent read-back: step_033: a write step with no read-back",
+    "canary_halt": null,
+    "admitted": false,
+    "params": {
+      "lifted": [
+        {
+          "field_label": "form_DOB",
+          "masked_example": "19******27",
+          "name": "DOB",
+          "step_id": "step_008"
+        },
+        {
+          "field_label": "form_city",
+          "masked_example": "EX******ON",
+          "name": "city",
+          "step_id": "step_019"
+        },
+        {
+          "field_label": "form_country_code",
+          "masked_example": "U*A",
+          "name": "country_code",
+          "step_id": "step_026"
+        },
+        {
+          "field_label": "form_email",
+          "masked_example": "fi**********************************id",
+          "name": "email",
+          "step_id": "step_031"
+        },
+        {
+          "field_label": "First Name",
+          "masked_example": "F*****y",
+          "name": "fname",
+          "step_id": "step_004"
+        },
+        {
+          "field_label": "Last Name",
+          "masked_example": "Sc**********01",
+          "name": "lname",
+          "step_id": "step_006"
+        },
+        {
+          "field_label": "form_phone_home",
+          "masked_example": "5******1",
+          "name": "phone_home",
+          "step_id": "step_029"
+        },
+        {
+          "field_label": "form_postal_code",
+          "masked_example": "0***9",
+          "name": "postal_code",
+          "step_id": "step_024"
+        },
+        {
+          "field_label": "form_sex",
+          "masked_example": "M**e",
+          "name": "sex",
+          "step_id": "step_010"
+        },
+        {
+          "field_label": "form_state",
+          "masked_example": "Ma*********ts",
+          "name": "state_label",
+          "step_id": "step_021"
+        },
+        {
+          "field_label": "form_street",
+          "masked_example": "71*************AY",
+          "name": "street",
+          "step_id": "step_017"
+        },
+        {
+          "field_label": "form_title",
+          "masked_example": "M*.",
+          "name": "title",
+          "step_id": "step_001"
+        }
+      ],
+      "unlifted": {}
+    }
+  }
+}
diff --git a/packages/flow/benchmark/scoreboard/superseded/openemr_referral/code_agent/2026-10-18-b/ledgers/item-002.json b/packages/flow/benchmark/scoreboard/superseded/openemr_referral/code_agent/2026-10-18-b/ledgers/item-002.json
new file mode 100644
index 000000000..0c8871587
--- /dev/null
+++ b/packages/flow/benchmark/scoreboard/superseded/openemr_referral/code_agent/2026-10-18-b/ledgers/item-002.json
@@ -0,0 +1,281 @@
+{
+  "ledger": {
+    "agent": "claude",
+    "model": "claude-sonnet-5-5",
+    "vision": "code",
+    "model_calls": 9,
+    "input_tokens": 20,
+    "output_tokens": 898,
+    "cache_creation_input_tokens": 5329,
+    "cache_read_input_tokens": 41146,
+    "prompt_tokens": 46495,
+    "images_in_requests": 1,
+    "cost_usd": 0.030572,
+    "wall_seconds": 41.873,
+    "model_seconds": 14.793,
+    "finished": true,
+    "summary": "I did not create the patient. OpenEMR warned of a possible existing match: ScoreboardA000, Adela, DOB 1950-01-01, Female, External ID 2. I stopped at that warning and did not click \"Confirm Create New Patient\", so no patient was saved.",
+    "tool_errors": 0,
+    "calls": [
+      {
+        "turn": 1,
+        "input_tokens": 4,
+        "output_tokens": 116,
+        "cache_creation_input_tokens": 0,
+        "cache_read_input_tokens": 2852,
+        "seconds": 1.738,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 2,
+        "input_tokens": 2,
+        "output_tokens": 170,
+        "cache_creation_input_tokens": 669,
+        "cache_read_input_tokens": 2852,
+        "seconds": 1.856,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 3,
+        "input_tokens": 2,
+        "output_tokens": 51,
+        "cache_creation_input_tokens": 239,
+        "cache_read_input_tokens": 3521,
+        "seconds": 1.365,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 4,
+        "input_tokens": 2,
+        "output_tokens": 67,
+        "cache_creation_input_tokens": 929,
+        "cache_read_input_tokens": 3760,
+        "seconds": 1.557,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 5,
+        "input_tokens": 2,
+        "output_tokens": 63,
+        "cache_creation_input_tokens": 163,
+        "cache_read_input_tokens": 4689,
+        "seconds": 1.344,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 6,
+        "input_tokens": 2,
+        "output_tokens": 160,
+        "cache_creation_input_tokens": 739,
+        "cache_read_input_tokens": 4852,
+        "seconds": 1.888,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 7,
+        "input_tokens": 2,
+        "output_tokens": 57,
+        "cache_creation_input_tokens": 742,
+        "cache_read_input_tokens": 5591,
+        "seconds": 1.386,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 8,
+        "input_tokens": 2,
+        "output_tokens": 52,
+        "cache_creation_input_tokens": 363,
+        "cache_read_input_tokens": 6333,
+        "seconds": 1.337,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 9,
+        "input_tokens": 2,
+        "output_tokens": 162,
+        "cache_creation_input_tokens": 1485,
+        "cache_read_input_tokens": 6696,
+        "seconds": 2.323,
+        "stop_reason": "tool_use",
+        "images_in_request": 1
+      }
+    ]
+  },
+  "harness": {
+    "observations": 0,
+    "screenshots_requested": 1,
+    "screenshots_at_gate": 0,
+    "screenshots_every_turn": 0,
+    "actions": 34,
+    "gate_checks": 0,
+    "gate_evidence_screenshots": 0,
+    "gate_refusals": 0
+  },
+  "trace": {
+    "surface": "dom",
+    "scripts": 9,
+    "lines": 26,
+    "actions": 18,
+    "errors": 2,
+    "screenshots": 1,
+    "shell_commands": 0,
+    "shell_isolation": "sandbox-exec",
+    "by_structure": 15,
+    "with_recorded_locator": 15,
+    "locator_agrees": 15,
+    "locator_unique": 15,
+    "commits": 0,
+    "identity_read_before_commit": [],
+    "read_back_after_commit": []
+  },
+  "scripts": [
+    {
+      "script": "tree",
+      "output": "$ tree\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n@1 link \"OpenEMR Website\"\nCalendar\nFinder\nFlow\nRecalls\nMessages\n@2 button \"Patient\"\n@3 button \"Fees\"\n@4 button \"Modules\"\n@5 button \"Procedures\"\n@6 button \"Admin\"\n@7 button \"Reports\"\n@8 button \"Miscellaneous\"\n@9 button \"Popups\"\n@10 textbox \"Search by any demographics\" value=\"\"\n@11 button \"Search for patient by entering whole or part of any demographics field information\"\n@12 button \"Current user\"\nCalendar\nMessage Center\nSearch or Add Patient\n# frame 6: Search or Add Patient\n# Search or Add Patient\n@13 button \"Who\"\nTitle:\n@14 combobox \"form_title\" value=\"Unassigned\" options=[\"Unassigned\", \"Mr.\", \"Mrs.\", \"Ms.\", \"Dr.\"]\nName:\n@15 textbox \"First Name\" value=\"\"\n@16 textbox \"Middle Name\" value=\"\"\n@17 textbox \"Last Name\" value=\"\"\n@18 textbox \"Name Suffix\" value=\"\"\nPreferred Name:\n@19 textbox \"Patient preferred name or name patient is commonly known.\" value=\"\"\nBirth Name:\n@20 textbox \"Birth First Name\" value=\"\"\n@21 textbox \"Middle Name\" value=\"\"\n@22 textbox \"Birth Last Name\" value=\"\"\nDOB:\n@23 textbox \"form_DOB\" value=\"\"\nBirth Sex:\n@24 combobox \"form_sex\" value=\"Unassigned\" options=[\"Unassigned\", \"Female\", \"Male\", \"Unknown\"]\nGender Identity:\n@25 combobox \"form_gender_identity\" value=\"Unassigned\" options=[\"Unassigned\", \"Identifies as Male\", \"Identifies as Female\", \"Female-to-Male (FTM)/Transgender Male/Trans Man\", \"Male-to-Female (MTF)/Transgender Female/Trans Woman\", \"Genderqueer, neither exclusively male nor female\", \"Additional gender category or other, please specify\", \"Choose not to disclose\"]\nSex:\n@26 combobox \"form_sex_identified\" value=\"Unassigned\" options=[\"Unassigned\", \"Male\", \"Female\", \"Identifies as nonbinary gender (finding)\", \"Asked But Declined\", \"unknown\"]\nSexual Orientation:\n@27 combobox \"form_sexual_orientation\" value=\"Unassigned\" options=[\"Unassigned\", \"Straight or heterosexual\", \"Lesbian, gay or homosexual\", \"Bisexual\", \"Something else, please describe\", \"Don't know\", \"Choose not to disclose\"]\nPronouns:\n@28 combobox \"form_pronoun\" value=\"Unassigned\" options=[\"Unassigned\", \"he/him/his/his/himself\", \"she/her/her/hers/herself\", \"they/them/their/theirs/themselves\", \"Ask me\", \"Decline to answer\", \"Other\"]\nExternal ID:\n@29 textbox \"form_pubpid\" value=\"\"\nS.S.:\n@30 textbox \"form_ss\" value=\"\"\nLicense/ID:\n@31 textbox \"form_drivers_license\" value=\"\"\nMarital Status:\n@32 combobox \"form_status\" value=\"Unassigned\" options=[\"Unassigned\", \"Married\", \"Single\", \"Divorced\", \"Widowed\", \"Separated\", \"Domestic Partner\"]\nUser Defined:\n@33 textbox \"form_genericname1\" value=\"\"\n@34 textbox \"form_genericval1\" value=\"\"\n@35 textbox \"form_genericname2\" value=\"\"\n@36 textbox \"form_genericval2\" value=\"\"\nBilling Note:\n@37 textbox \"form_billing_note\" value=\"\"\nPrevious Names:\n@38 combobox \"form_name_history[]\" value=\"\"\n@39 button \"Add\"\n@40 button \"Contact\"\n(7 controls below the visible area: \"Choices\", \"Employer\", \"Stats\", \"Misc\", \"Related\", \"Search\", \"Create New Patient\"; scroll down to reach them",
+      "images": 0
+    },
+    {
+      "script": "select @14 option=Ms.\nfill @15 value=Adela\nfill @17 value=ScoreboardA702\nfill @23 value=1977-07-01\nselect @24 option=Female\nclick @40\ntree grep=Street",
+      "output": "$ select @14 option=Ms.\nok: select combobox \"form_title\" value=\"Ms.\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ fill @15 value=Adela\nok: fill textbox \"First Name\" value=\"Adela\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ fill @17 value=ScoreboardA702\nok: fill textbox \"Last Name\" value=\"ScoreboardA702\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ fill @23 value=1977-07-01\nok: fill textbox \"form_DOB\" value=\"1977-07-01\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ select @24 option=Female\nok: select combobox \"form_sex\" value=\"Female\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ click @40\nok: click button \"Contact\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ tree grep=Street\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n(26 controls below the visible area: \"form_street\", \"form_street_line_2\", \"form_city\", \"form_state\", \"Add\", \"form_postal_code\", \"form_country_code\", \"Add\" and 18 more; scroll down to reach them)",
+      "images": 0
+    },
+    {
+      "script": "fill role=textbox name=form_street value=\"712 SYNTHETIC WAY\"\nfill role=textbox name=form_city value=EXAMPLETON\nselect role=combobox name=form_state option=Massachusetts\nfill role=textbox name=form_postal_code value=02139\nselect role=combobox name=form_country_code option=USA\nfind name=form_phone_home\nfind name=form_email",
+      "output": "$ fill role=textbox name=form_street value=\"712 SYNTHETIC WAY\"\nerror: nothing matches role=\"textbox\" name=\"form_street\"\n(stopped; 6 lines not run)",
+      "images": 0
+    },
+    {
+      "script": "tree grep=form_",
+      "output": "$ tree grep=form_\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n@14 combobox \"form_title\" value=\"Ms.\" options=[\"Unassigned\", \"Mr.\", \"Mrs.\", \"Ms.\", \"Dr.\"]\n@23 textbox \"form_DOB\" value=\"1977-07-01\"\n@24 combobox \"form_sex\" value=\"Female\" options=[\"Unassigned\", \"Female\", \"Male\", \"Unknown\"]\n@25 combobox \"form_gender_identity\" value=\"Unassigned\" options=[\"Unassigned\", \"Identifies as Male\", \"Identifies as Female\", \"Female-to-Male (FTM)/Transgender Male/Trans Man\", \"Male-to-Female (MTF)/Transgender Female/Trans Woman\", \"Genderqueer, neither exclusively male nor female\", \"Additional gender category or other, please specify\", \"Choose not to disclose\"]\n@26 combobox \"form_sex_identified\" value=\"Unassigned\" options=[\"Unassigned\", \"Male\", \"Female\", \"Identifies as nonbinary gender (finding)\", \"Asked But Declined\", \"unknown\"]\n@27 combobox \"form_sexual_orientation\" value=\"Unassigned\" options=[\"Unassigned\", \"Straight or heterosexual\", \"Lesbian, gay or homosexual\", \"Bisexual\", \"Something else, please describe\", \"Don't know\", \"Choose not to disclose\"]\n@28 combobox \"form_pronoun\" value=\"Unassigned\" options=[\"Unassigned\", \"he/him/his/his/himself\", \"she/her/her/hers/herself\", \"they/them/their/theirs/themselves\", \"Ask me\", \"Decline to answer\", \"Other\"]\n@29 textbox \"form_pubpid\" value=\"\"\n@30 textbox \"form_ss\" value=\"\"\n@31 textbox \"form_drivers_license\" value=\"\"\n@32 combobox \"form_status\" value=\"Unassigned\" options=[\"Unassigned\", \"Married\", \"Single\", \"Divorced\", \"Widowed\", \"Separated\", \"Domestic Partner\"]\n@33 textbox \"form_genericname1\" value=\"\"\n@34 textbox \"form_genericval1\" value=\"\"\n@35 textbox \"form_genericname2\" value=\"\"\n@36 textbox \"form_genericval2\" value=\"\"\n@37 textbox \"form_billing_note\" value=\"\"\n@38 combobox \"form_name_history[]\" value=\"\"\n(26 controls below the visible area: \"form_street\", \"form_street_line_2\", \"form_city\", \"form_state\", \"Add\", \"form_postal_code\", \"form_country_code\", \"Add\" and 18 more; scroll down to reach them)",
+      "images": 0
+    },
+    {
+      "script": "scroll down px=600\ntree grep=form_",
+      "output": "$ scroll down px=600\nerror: the scroll was sent, but nothing scrolled: the pointer is over a part of the screen that does not scroll (a fixed bar?). Click a field or label in the area you want to scroll, then scroll again\n(stopped; 1 lines not run)",
+      "images": 0
+    },
+    {
+      "script": "click @37\nscroll down px=600\ntree grep=form_",
+      "output": "$ click @37\nok: click textbox \"form_billing_note\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ scroll down px=600\nok: scroll down 600px\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ tree grep=form_\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n@14 textbox \"form_street\" value=\"\"\n@15 textbox \"form_street_line_2\" value=\"\"\n@16 textbox \"form_city\" value=\"\"\n@17 combobox \"form_state\" value=\"Unassigned\" options=[\"Unassigned\", \"Alabama\", \"Alaska\", \"Arizona\", \"Arkansas\", \"California\", \"Colorado\", \"Connecticut\", \"Delaware\", \"District of Columbia\", \"Florida\", \"Georgia\", +41 more]\n@19 textbox \"form_postal_code\" value=\"\"\n@20 combobox \"form_country_code\" value=\"Unassigned\" options=[\"Unassigned\", \"USA\"]\n@22 combobox \"form_county\" value=\"Unassigned\" options=[\"Unassigned\", \"ADAIR\", \"ANDREW\", \"ATCHISON\", \"AUDRAIN\", \"BARRY\"]\n@24 textbox \"form_mothersname\" value=\"\"\n@25 textbox \"form_contact_relationship\" value=\"\"\n@26 textbox \"form_phone_contact\" value=\"\"\n@27 textbox \"form_phone_home\" value=\"\"\n@28 textbox \"form_phone_biz\" value=\"\"\n@29 textbox \"form_phone_cell\" value=\"\"\n@30 textbox \"form_email\" value=\"\"\n@31 textbox \"form_email_direct\" value=\"\"\n(27 controls above the visible area: \"Who\", \"form_title\", \"First Name\", \"Middle Name\", \"Last Name\", \"Name Suffix\", \"Patient preferred name or name patient is commonly known.\", \"Birth First Name\" and 19 more; scroll up to reach them)",
+      "images": 0
+    },
+    {
+      "script": "fill @14 value=\"712 SYNTHETIC WAY\"\nfill @16 value=EXAMPLETON\nselect @17 option=Massachusetts\nfill @19 value=02139\nselect @20 option=USA\nfill @27 value=555-0102\nfill @30 value=adela.scoreboard.702@example.invalid\nfind name=\"Create New Patient\"",
+      "output": "$ fill @14 value=\"712 SYNTHETIC WAY\"\nok: fill textbox \"form_street\" value=\"712 SYNTHETIC WAY\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ fill @16 value=EXAMPLETON\nok: fill textbox \"form_city\" value=\"EXAMPLETON\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ select @17 option=Massachusetts\nok: select combobox \"form_state\" value=\"Massachusetts\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ fill @19 value=02139\nok: fill textbox \"form_postal_code\" value=\"02139\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ select @20 option=USA\nok: select combobox \"form_country_code\" value=\"USA\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ fill @27 value=555-0102\nok: fill textbox \"form_phone_home\" value=\"555-0102\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ fill @30 value=adela.scoreboard.702@example.invalid\nok: fill textbox \"form_email\" value=\"adela.scoreboard.702@example.invalid\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ find name=\"Create New Patient\"\nno match",
+      "images": 0
+    },
+    {
+      "script": "scroll down px=3000\nfind role=button",
+      "output": "$ scroll down px=3000\nok: scroll down 2000px\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ find role=button\n@2 button \"Patient\"\n@3 button \"Fees\"\n@4 button \"Modules\"\n@5 button \"Procedures\"\n@6 button \"Admin\"\n@7 button \"Reports\"\n@8 button \"Miscellaneous\"\n@9 button \"Popups\"\n@11 button \"Search for patient by entering whole or part of any demographics field information\"\n@12 button \"Current user\"\n@17 button \"Add\" value=\"Add\"\n@20 button \"Add\" value=\"Add\"\n@22 button \"Add\" value=\"Add\"\n@32 button \"Choices\"\n@33 button \"Employer\"\n@34 button \"Stats\"\n@35 button \"Misc\"\n@36 button \"Related\"\n@37 button \"Search\"\n@38 button \"Create New Patient\"",
+      "images": 0
+    },
+    {
+      "script": "click @38\nscreenshot",
+      "output": "$ click @38\nok: click button \"Create New Patient\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ screenshot\n(screenshot attached)",
+      "images": 1
+    }
+  ],
+  "result": {
+    "record_status": "needs_human_admit",
+    "detail": null,
+    "gates": [],
+    "program_check": {
+      "trace_steps_with_locator": 15,
+      "distilled_steps": [],
+      "in_program": 15,
+      "missing_steps": [],
+      "program_structural_steps": 15,
+      "passed": true
+    },
+    "steps": 34,
+    "canary_status": "refused",
+    "canary_detail": "no canary ran: a write step lacks an independent read-back: step_033: record_written is placeholder",
+    "canary_halt": null,
+    "admitted": false,
+    "params": {
+      "lifted": [
+        {
+          "field_label": "form_DOB",
+          "masked_example": "19******01",
+          "name": "DOB",
+          "step_id": "step_008"
+        },
+        {
+          "field_label": "form_city",
+          "masked_example": "EX******ON",
+          "name": "city",
+          "step_id": "step_019"
+        },
+        {
+          "field_label": "form_country_code",
+          "masked_example": "U*A",
+          "name": "country_code",
+          "step_id": "step_026"
+        },
+        {
+          "field_label": "form_email",
+          "masked_example": "ad********************************id",
+          "name": "email",
+          "step_id": "step_031"
+        },
+        {
+          "field_label": "First Name",
+          "masked_example": "A***a",
+          "name": "fname",
+          "step_id": "step_004"
+        },
+        {
+          "field_label": "Last Name",
+          "masked_example": "Sc**********02",
+          "name": "lname",
+          "step_id": "step_006"
+        },
+        {
+          "field_label": "form_phone_home",
+          "masked_example": "5******2",
+          "name": "phone_home",
+          "step_id": "step_029"
+        },
+        {
+          "field_label": "form_postal_code",
+          "masked_example": "0***9",
+          "name": "postal_code",
+          "step_id": "step_024"
+        },
+        {
+          "field_label": "form_sex",
+          "masked_example": "F****e",
+          "name": "sex",
+          "step_id": "step_010"
+        },
+        {
+          "field_label": "form_state",
+          "masked_example": "Ma*********ts",
+          "name": "state_label",
+          "step_id": "step_021"
+        },
+        {
+          "field_label": "form_street",
+          "masked_example": "71*************AY",
+          "name": "street",
+          "step_id": "step_017"
+        },
+        {
+          "field_label": "form_title",
+          "masked_example": "M*.",
+          "name": "title",
+          "step_id": "step_001"
+        }
+      ],
+      "unlifted": {}
+    }
+  }
+}
diff --git a/packages/flow/benchmark/scoreboard/superseded/openemr_referral/code_agent/2026-10-18-b/ledgers/item-003.json b/packages/flow/benchmark/scoreboard/superseded/openemr_referral/code_agent/2026-10-18-b/ledgers/item-003.json
new file mode 100644
index 000000000..c20625813
--- /dev/null
+++ b/packages/flow/benchmark/scoreboard/superseded/openemr_referral/code_agent/2026-10-18-b/ledgers/item-003.json
@@ -0,0 +1,326 @@
+{
+  "ledger": {
+    "agent": "claude",
+    "model": "claude-sonnet-5-5",
+    "vision": "code",
+    "model_calls": 11,
+    "input_tokens": 24,
+    "output_tokens": 953,
+    "cache_creation_input_tokens": 8234,
+    "cache_read_input_tokens": 53523,
+    "prompt_tokens": 61781,
+    "images_in_requests": 3,
+    "cost_usd": 0.040868,
+    "wall_seconds": 46.296,
+    "model_seconds": 17.121,
+    "finished": true,
+    "summary": "Created patient Barnaby ScoreboardB703 (pid 4) after the duplicate check found no matches.",
+    "tool_errors": 0,
+    "calls": [
+      {
+        "turn": 1,
+        "input_tokens": 4,
+        "output_tokens": 118,
+        "cache_creation_input_tokens": 2856,
+        "cache_read_input_tokens": 0,
+        "seconds": 1.744,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 2,
+        "input_tokens": 2,
+        "output_tokens": 180,
+        "cache_creation_input_tokens": 675,
+        "cache_read_input_tokens": 2856,
+        "seconds": 1.88,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 3,
+        "input_tokens": 2,
+        "output_tokens": 54,
+        "cache_creation_input_tokens": 249,
+        "cache_read_input_tokens": 3531,
+        "seconds": 1.305,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 4,
+        "input_tokens": 2,
+        "output_tokens": 51,
+        "cache_creation_input_tokens": 150,
+        "cache_read_input_tokens": 3780,
+        "seconds": 1.26,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 5,
+        "input_tokens": 2,
+        "output_tokens": 76,
+        "cache_creation_input_tokens": 929,
+        "cache_read_input_tokens": 3930,
+        "seconds": 1.405,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 6,
+        "input_tokens": 2,
+        "output_tokens": 165,
+        "cache_creation_input_tokens": 754,
+        "cache_read_input_tokens": 4859,
+        "seconds": 1.721,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 7,
+        "input_tokens": 2,
+        "output_tokens": 54,
+        "cache_creation_input_tokens": 764,
+        "cache_read_input_tokens": 5613,
+        "seconds": 1.574,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 8,
+        "input_tokens": 2,
+        "output_tokens": 48,
+        "cache_creation_input_tokens": 139,
+        "cache_read_input_tokens": 6377,
+        "seconds": 1.147,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 9,
+        "input_tokens": 2,
+        "output_tokens": 72,
+        "cache_creation_input_tokens": 1423,
+        "cache_read_input_tokens": 6516,
+        "seconds": 1.842,
+        "stop_reason": "tool_use",
+        "images_in_request": 1
+      },
+      {
+        "turn": 10,
+        "input_tokens": 2,
+        "output_tokens": 53,
+        "cache_creation_input_tokens": 183,
+        "cache_read_input_tokens": 7939,
+        "seconds": 1.444,
+        "stop_reason": "tool_use",
+        "images_in_request": 1
+      },
+      {
+        "turn": 11,
+        "input_tokens": 2,
+        "output_tokens": 82,
+        "cache_creation_input_tokens": 112,
+        "cache_read_input_tokens": 8122,
+        "seconds": 1.8,
+        "stop_reason": "tool_use",
+        "images_in_request": 1
+      }
+    ]
+  },
+  "harness": {
+    "observations": 0,
+    "screenshots_requested": 1,
+    "screenshots_at_gate": 0,
+    "screenshots_every_turn": 0,
+    "actions": 34,
+    "gate_checks": 1,
+    "gate_evidence_screenshots": 1,
+    "gate_refusals": 0
+  },
+  "trace": {
+    "surface": "dom",
+    "scripts": 11,
+    "lines": 27,
+    "actions": 18,
+    "errors": 2,
+    "screenshots": 1,
+    "shell_commands": 0,
+    "shell_isolation": "sandbox-exec",
+    "by_structure": 16,
+    "with_recorded_locator": 16,
+    "locator_agrees": 16,
+    "locator_unique": 16,
+    "commits": 1,
+    "identity_read_before_commit": [
+      "identity:Create New Patient",
+      "input:DOB",
+      "input:country_code",
+      "input:sex",
+      "input:title"
+    ],
+    "read_back_after_commit": [
+      "input:fname",
+      "input:lname"
+    ]
+  },
+  "scripts": [
+    {
+      "script": "tree",
+      "output": "$ tree\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n@1 link \"OpenEMR Website\"\nCalendar\nFinder\nFlow\nRecalls\nMessages\n@2 button \"Patient\"\n@3 button \"Fees\"\n@4 button \"Modules\"\n@5 button \"Procedures\"\n@6 button \"Admin\"\n@7 button \"Reports\"\n@8 button \"Miscellaneous\"\n@9 button \"Popups\"\n@10 textbox \"Search by any demographics\" value=\"\"\n@11 button \"Search for patient by entering whole or part of any demographics field information\"\n@12 button \"Current user\"\nCalendar\nMessage Center\nSearch or Add Patient\n# frame 6: Search or Add Patient\n# Search or Add Patient\n@13 button \"Who\"\nTitle:\n@14 combobox \"form_title\" value=\"Unassigned\" options=[\"Unassigned\", \"Mr.\", \"Mrs.\", \"Ms.\", \"Dr.\"]\nName:\n@15 textbox \"First Name\" value=\"\"\n@16 textbox \"Middle Name\" value=\"\"\n@17 textbox \"Last Name\" value=\"\"\n@18 textbox \"Name Suffix\" value=\"\"\nPreferred Name:\n@19 textbox \"Patient preferred name or name patient is commonly known.\" value=\"\"\nBirth Name:\n@20 textbox \"Birth First Name\" value=\"\"\n@21 textbox \"Middle Name\" value=\"\"\n@22 textbox \"Birth Last Name\" value=\"\"\nDOB:\n@23 textbox \"form_DOB\" value=\"\"\nBirth Sex:\n@24 combobox \"form_sex\" value=\"Unassigned\" options=[\"Unassigned\", \"Female\", \"Male\", \"Unknown\"]\nGender Identity:\n@25 combobox \"form_gender_identity\" value=\"Unassigned\" options=[\"Unassigned\", \"Identifies as Male\", \"Identifies as Female\", \"Female-to-Male (FTM)/Transgender Male/Trans Man\", \"Male-to-Female (MTF)/Transgender Female/Trans Woman\", \"Genderqueer, neither exclusively male nor female\", \"Additional gender category or other, please specify\", \"Choose not to disclose\"]\nSex:\n@26 combobox \"form_sex_identified\" value=\"Unassigned\" options=[\"Unassigned\", \"Male\", \"Female\", \"Identifies as nonbinary gender (finding)\", \"Asked But Declined\", \"unknown\"]\nSexual Orientation:\n@27 combobox \"form_sexual_orientation\" value=\"Unassigned\" options=[\"Unassigned\", \"Straight or heterosexual\", \"Lesbian, gay or homosexual\", \"Bisexual\", \"Something else, please describe\", \"Don't know\", \"Choose not to disclose\"]\nPronouns:\n@28 combobox \"form_pronoun\" value=\"Unassigned\" options=[\"Unassigned\", \"he/him/his/his/himself\", \"she/her/her/hers/herself\", \"they/them/their/theirs/themselves\", \"Ask me\", \"Decline to answer\", \"Other\"]\nExternal ID:\n@29 textbox \"form_pubpid\" value=\"\"\nS.S.:\n@30 textbox \"form_ss\" value=\"\"\nLicense/ID:\n@31 textbox \"form_drivers_license\" value=\"\"\nMarital Status:\n@32 combobox \"form_status\" value=\"Unassigned\" options=[\"Unassigned\", \"Married\", \"Single\", \"Divorced\", \"Widowed\", \"Separated\", \"Domestic Partner\"]\nUser Defined:\n@33 textbox \"form_genericname1\" value=\"\"\n@34 textbox \"form_genericval1\" value=\"\"\n@35 textbox \"form_genericname2\" value=\"\"\n@36 textbox \"form_genericval2\" value=\"\"\nBilling Note:\n@37 textbox \"form_billing_note\" value=\"\"\nPrevious Names:\n@38 combobox \"form_name_history[]\" value=\"\"\n@39 button \"Add\"\n@40 button \"Contact\"\n(7 controls below the visible area: \"Choices\", \"Employer\", \"Stats\", \"Misc\", \"Related\", \"Search\", \"Create New Patient\"; scroll down to reach them",
+      "images": 0
+    },
+    {
+      "script": "select @14 option=Mr.\nfill @15 value=Barnaby\nfill @17 value=ScoreboardB703\nfill @23 value=1978-08-02\nselect @24 option=Male\nclick @40\ntree grep=Street",
+      "output": "$ select @14 option=Mr.\nok: select combobox \"form_title\" value=\"Mr.\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ fill @15 value=Barnaby\nok: fill textbox \"First Name\" value=\"Barnaby\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ fill @17 value=ScoreboardB703\nok: fill textbox \"Last Name\" value=\"ScoreboardB703\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ fill @23 value=1978-08-02\nok: fill textbox \"form_DOB\" value=\"1978-08-02\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ select @24 option=Male\nok: select combobox \"form_sex\" value=\"Male\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ click @40\nok: click button \"Contact\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ tree grep=Street\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n(26 controls below the visible area: \"form_street\", \"form_street_line_2\", \"form_city\", \"form_state\", \"Add\", \"form_postal_code\", \"form_country_code\", \"Add\" and 18 more; scroll down to reach them)",
+      "images": 0
+    },
+    {
+      "script": "fill role=textbox name=form_street value=\"713 SYNTHETIC WAY\"\nfill role=textbox name=form_city value=EXAMPLETON\nselect role=combobox name=form_state option=Massachusetts\nfill role=textbox name=form_postal_code value=02139\nselect role=combobox name=form_country_code option=USA\nfind role=textbox name=form_phone_home\nfind role=textbox name=form_email",
+      "output": "$ fill role=textbox name=form_street value=\"713 SYNTHETIC WAY\"\nerror: nothing matches role=\"textbox\" name=\"form_street\"\n(stopped; 6 lines not run)",
+      "images": 0
+    },
+    {
+      "script": "scroll down px=600\ntree",
+      "output": "$ scroll down px=600\nerror: the scroll was sent, but nothing scrolled: the pointer is over a part of the screen that does not scroll (a fixed bar?). Click a field or label in the area you want to scroll, then scroll again\n(stopped; 1 lines not run)",
+      "images": 0
+    },
+    {
+      "script": "tree grep=form_",
+      "output": "$ tree grep=form_\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n@14 combobox \"form_title\" value=\"Mr.\" options=[\"Unassigned\", \"Mr.\", \"Mrs.\", \"Ms.\", \"Dr.\"]\n@23 textbox \"form_DOB\" value=\"1978-08-02\"\n@24 combobox \"form_sex\" value=\"Male\" options=[\"Unassigned\", \"Female\", \"Male\", \"Unknown\"]\n@25 combobox \"form_gender_identity\" value=\"Unassigned\" options=[\"Unassigned\", \"Identifies as Male\", \"Identifies as Female\", \"Female-to-Male (FTM)/Transgender Male/Trans Man\", \"Male-to-Female (MTF)/Transgender Female/Trans Woman\", \"Genderqueer, neither exclusively male nor female\", \"Additional gender category or other, please specify\", \"Choose not to disclose\"]\n@26 combobox \"form_sex_identified\" value=\"Unassigned\" options=[\"Unassigned\", \"Male\", \"Female\", \"Identifies as nonbinary gender (finding)\", \"Asked But Declined\", \"unknown\"]\n@27 combobox \"form_sexual_orientation\" value=\"Unassigned\" options=[\"Unassigned\", \"Straight or heterosexual\", \"Lesbian, gay or homosexual\", \"Bisexual\", \"Something else, please describe\", \"Don't know\", \"Choose not to disclose\"]\n@28 combobox \"form_pronoun\" value=\"Unassigned\" options=[\"Unassigned\", \"he/him/his/his/himself\", \"she/her/her/hers/herself\", \"they/them/their/theirs/themselves\", \"Ask me\", \"Decline to answer\", \"Other\"]\n@29 textbox \"form_pubpid\" value=\"\"\n@30 textbox \"form_ss\" value=\"\"\n@31 textbox \"form_drivers_license\" value=\"\"\n@32 combobox \"form_status\" value=\"Unassigned\" options=[\"Unassigned\", \"Married\", \"Single\", \"Divorced\", \"Widowed\", \"Separated\", \"Domestic Partner\"]\n@33 textbox \"form_genericname1\" value=\"\"\n@34 textbox \"form_genericval1\" value=\"\"\n@35 textbox \"form_genericname2\" value=\"\"\n@36 textbox \"form_genericval2\" value=\"\"\n@37 textbox \"form_billing_note\" value=\"\"\n@38 combobox \"form_name_history[]\" value=\"\"\n(26 controls below the visible area: \"form_street\", \"form_street_line_2\", \"form_city\", \"form_state\", \"Add\", \"form_postal_code\", \"form_country_code\", \"Add\" and 18 more; scroll down to reach them)",
+      "images": 0
+    },
+    {
+      "script": "click @37\nscroll down px=1000\ntree grep=form_",
+      "output": "$ click @37\nok: click textbox \"form_billing_note\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ scroll down px=1000\nok: scroll down 1000px\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ tree grep=form_\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n@13 textbox \"form_street\" value=\"\"\n@14 textbox \"form_street_line_2\" value=\"\"\n@15 textbox \"form_city\" value=\"\"\n@16 combobox \"form_state\" value=\"Unassigned\" options=[\"Unassigned\", \"Alabama\", \"Alaska\", \"Arizona\", \"Arkansas\", \"California\", \"Colorado\", \"Connecticut\", \"Delaware\", \"District of Columbia\", \"Florida\", \"Georgia\", +41 more]\n@18 textbox \"form_postal_code\" value=\"\"\n@19 combobox \"form_country_code\" value=\"Unassigned\" options=[\"Unassigned\", \"USA\"]\n@21 combobox \"form_county\" value=\"Unassigned\" options=[\"Unassigned\", \"ADAIR\", \"ANDREW\", \"ATCHISON\", \"AUDRAIN\", \"BARRY\"]\n@23 textbox \"form_mothersname\" value=\"\"\n@24 textbox \"form_contact_relationship\" value=\"\"\n@25 textbox \"form_phone_contact\" value=\"\"\n@26 textbox \"form_phone_home\" value=\"\"\n@27 textbox \"form_phone_biz\" value=\"\"\n@28 textbox \"form_phone_cell\" value=\"\"\n@29 textbox \"form_email\" value=\"\"\n@30 textbox \"form_email_direct\" value=\"\"\n(28 controls above the visible area: \"Who\", \"form_title\", \"First Name\", \"Middle Name\", \"Last Name\", \"Name Suffix\", \"Patient preferred name or name patient is commonly known.\", \"Birth First Name\" and 20 more; scroll up to reach them)",
+      "images": 0
+    },
+    {
+      "script": "fill @13 value=\"713 SYNTHETIC WAY\"\nfill @15 value=EXAMPLETON\nselect @16 option=Massachusetts\nfill @18 value=02139\nselect @19 option=USA\nfill @26 value=555-0103\nfill @29 value=barnaby.scoreboard.703@example.invalid\nfind role=button name=\"Create New Patient\"",
+      "output": "$ fill @13 value=\"713 SYNTHETIC WAY\"\nok: fill textbox \"form_street\" value=\"713 SYNTHETIC WAY\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ fill @15 value=EXAMPLETON\nok: fill textbox \"form_city\" value=\"EXAMPLETON\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ select @16 option=Massachusetts\nok: select combobox \"form_state\" value=\"Massachusetts\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ fill @18 value=02139\nok: fill textbox \"form_postal_code\" value=\"02139\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ select @19 option=USA\nok: select combobox \"form_country_code\" value=\"USA\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ fill @26 value=555-0103\nok: fill textbox \"form_phone_home\" value=\"555-0103\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ fill @29 value=barnaby.scoreboard.703@example.invalid\nok: fill textbox \"form_email\" value=\"barnaby.scoreboard.703@example.invalid\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ find role=button name=\"Create New Patient\"\n@38 button \"Create New Patient\"",
+      "images": 0
+    },
+    {
+      "script": "click @38\ntext grep=atch",
+      "output": "$ click @38\nok: click button \"Create New Patient\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ text grep=atch\nATCHISON\nNo matches were found.",
+      "images": 0
+    },
+    {
+      "script": "screenshot",
+      "output": "$ screenshot\n(screenshot attached)",
+      "images": 1
+    },
+    {
+      "script": "click text=\"Confirm Create New Patient\"\nscreenshot",
+      "output": "$ click text=\"Confirm Create New Patient\"\nok: click button \"Confirm Create New Patient\" (save gate passed)\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n(a write was committed; 1 lines not run. Read the screen to check the result.)",
+      "images": 0
+    },
+    {
+      "script": "text grep=Barnaby",
+      "output": "$ text grep=Barnaby\nBarnaby ScoreboardB703 (4)\nMedical Record Dashboard - Barnaby ScoreboardB703",
+      "images": 0
+    }
+  ],
+  "result": {
+    "record_status": "needs_human_admit",
+    "detail": null,
+    "gates": [
+      {
+        "control": "Confirm Create New Patient",
+        "missing": [],
+        "decision": "passed_no_hold"
+      }
+    ],
+    "program_check": {
+      "trace_steps_with_locator": 16,
+      "distilled_steps": [],
+      "in_program": 16,
+      "missing_steps": [],
+      "program_structural_steps": 16,
+      "passed": true
+    },
+    "steps": 34,
+    "canary_status": "refused",
+    "canary_detail": "no canary ran: a write step lacks an independent read-back: step_032: a write step with no read-back",
+    "canary_halt": null,
+    "admitted": false,
+    "params": {
+      "lifted": [
+        {
+          "field_label": "form_DOB",
+          "masked_example": "19******02",
+          "name": "DOB",
+          "step_id": "step_008"
+        },
+        {
+          "field_label": "form_city",
+          "masked_example": "EX******ON",
+          "name": "city",
+          "step_id": "step_019"
+        },
+        {
+          "field_label": "form_country_code",
+          "masked_example": "U*A",
+          "name": "country_code",
+          "step_id": "step_026"
+        },
+        {
+          "field_label": "form_email",
+          "masked_example": "ba**********************************id",
+          "name": "email",
+          "step_id": "step_031"
+        },
+        {
+          "field_label": "First Name",
+          "masked_example": "B*****y",
+          "name": "fname",
+          "step_id": "step_004"
+        },
+        {
+          "field_label": "Last Name",
+          "masked_example": "Sc**********03",
+          "name": "lname",
+          "step_id": "step_006"
+        },
+        {
+          "field_label": "form_phone_home",
+          "masked_example": "5******3",
+          "name": "phone_home",
+          "step_id": "step_029"
+        },
+        {
+          "field_label": "form_postal_code",
+          "masked_example": "0***9",
+          "name": "postal_code",
+          "step_id": "step_024"
+        },
+        {
+          "field_label": "form_sex",
+          "masked_example": "M**e",
+          "name": "sex",
+          "step_id": "step_010"
+        },
+        {
+          "field_label": "form_state",
+          "masked_example": "Ma*********ts",
+          "name": "state_label",
+          "step_id": "step_021"
+        },
+        {
+          "field_label": "form_street",
+          "masked_example": "71*************AY",
+          "name": "street",
+          "step_id": "step_017"
+        },
+        {
+          "field_label": "form_title",
+          "masked_example": "M*.",
+          "name": "title",
+          "step_id": "step_001"
+        }
+      ],
+      "unlifted": {}
+    }
+  }
+}
diff --git a/packages/flow/benchmark/scoreboard/superseded/openemr_referral/code_agent/2026-10-18-b/ledgers/item-004.json b/packages/flow/benchmark/scoreboard/superseded/openemr_referral/code_agent/2026-10-18-b/ledgers/item-004.json
new file mode 100644
index 000000000..430cb4b94
--- /dev/null
+++ b/packages/flow/benchmark/scoreboard/superseded/openemr_referral/code_agent/2026-10-18-b/ledgers/item-004.json
@@ -0,0 +1,329 @@
+{
+  "ledger": {
+    "agent": "claude",
+    "model": "claude-sonnet-5-5",
+    "vision": "code",
+    "model_calls": 11,
+    "input_tokens": 24,
+    "output_tokens": 943,
+    "cache_creation_input_tokens": 8350,
+    "cache_read_input_tokens": 59516,
+    "prompt_tokens": 67890,
+    "images_in_requests": 0,
+    "cost_usd": 0.042256,
+    "wall_seconds": 46.638,
+    "model_seconds": 17.384,
+    "finished": true,
+    "summary": "Created patient Clarice ScoreboardC704 (pid 5); the duplicate check found no matches.",
+    "tool_errors": 0,
+    "calls": [
+      {
+        "turn": 1,
+        "input_tokens": 4,
+        "output_tokens": 119,
+        "cache_creation_input_tokens": 2854,
+        "cache_read_input_tokens": 0,
+        "seconds": 2.086,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 2,
+        "input_tokens": 2,
+        "output_tokens": 108,
+        "cache_creation_input_tokens": 1796,
+        "cache_read_input_tokens": 2854,
+        "seconds": 1.624,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 3,
+        "input_tokens": 2,
+        "output_tokens": 63,
+        "cache_creation_input_tokens": 202,
+        "cache_read_input_tokens": 4650,
+        "seconds": 1.391,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 4,
+        "input_tokens": 2,
+        "output_tokens": 74,
+        "cache_creation_input_tokens": 159,
+        "cache_read_input_tokens": 4852,
+        "seconds": 1.575,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 5,
+        "input_tokens": 2,
+        "output_tokens": 164,
+        "cache_creation_input_tokens": 761,
+        "cache_read_input_tokens": 5011,
+        "seconds": 1.772,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 6,
+        "input_tokens": 2,
+        "output_tokens": 62,
+        "cache_creation_input_tokens": 751,
+        "cache_read_input_tokens": 5772,
+        "seconds": 1.68,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 7,
+        "input_tokens": 2,
+        "output_tokens": 63,
+        "cache_creation_input_tokens": 164,
+        "cache_read_input_tokens": 6523,
+        "seconds": 1.502,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 8,
+        "input_tokens": 2,
+        "output_tokens": 45,
+        "cache_creation_input_tokens": 193,
+        "cache_read_input_tokens": 6687,
+        "seconds": 1.138,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 9,
+        "input_tokens": 2,
+        "output_tokens": 113,
+        "cache_creation_input_tokens": 1165,
+        "cache_read_input_tokens": 6880,
+        "seconds": 1.656,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 10,
+        "input_tokens": 2,
+        "output_tokens": 52,
+        "cache_creation_input_tokens": 197,
+        "cache_read_input_tokens": 8045,
+        "seconds": 1.394,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 11,
+        "input_tokens": 2,
+        "output_tokens": 80,
+        "cache_creation_input_tokens": 108,
+        "cache_read_input_tokens": 8242,
+        "seconds": 1.564,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      }
+    ]
+  },
+  "harness": {
+    "observations": 0,
+    "screenshots_requested": 0,
+    "screenshots_at_gate": 0,
+    "screenshots_every_turn": 0,
+    "actions": 35,
+    "gate_checks": 1,
+    "gate_evidence_screenshots": 1,
+    "gate_refusals": 0
+  },
+  "trace": {
+    "surface": "dom",
+    "scripts": 11,
+    "lines": 32,
+    "actions": 19,
+    "errors": 1,
+    "screenshots": 0,
+    "shell_commands": 0,
+    "shell_isolation": "sandbox-exec",
+    "by_structure": 16,
+    "with_recorded_locator": 16,
+    "locator_agrees": 16,
+    "locator_unique": 16,
+    "commits": 1,
+    "identity_read_before_commit": [
+      "identity:Create New Patient",
+      "input:DOB",
+      "input:country_code",
+      "input:fname",
+      "input:lname",
+      "input:sex",
+      "input:state_label",
+      "input:title"
+    ],
+    "read_back_after_commit": [
+      "input:fname",
+      "input:lname"
+    ]
+  },
+  "scripts": [
+    {
+      "script": "tree",
+      "output": "$ tree\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n@1 link \"OpenEMR Website\"\nCalendar\nFinder\nFlow\nRecalls\nMessages\n@2 button \"Patient\"\n@3 button \"Fees\"\n@4 button \"Modules\"\n@5 button \"Procedures\"\n@6 button \"Admin\"\n@7 button \"Reports\"\n@8 button \"Miscellaneous\"\n@9 button \"Popups\"\n@10 textbox \"Search by any demographics\" value=\"\"\n@11 button \"Search for patient by entering whole or part of any demographics field information\"\n@12 button \"Current user\"\nCalendar\nMessage Center\nSearch or Add Patient\n# frame 6: Search or Add Patient\n# Search or Add Patient\n@13 button \"Who\"\nTitle:\n@14 combobox \"form_title\" value=\"Unassigned\" options=[\"Unassigned\", \"Mr.\", \"Mrs.\", \"Ms.\", \"Dr.\"]\nName:\n@15 textbox \"First Name\" value=\"\"\n@16 textbox \"Middle Name\" value=\"\"\n@17 textbox \"Last Name\" value=\"\"\n@18 textbox \"Name Suffix\" value=\"\"\nPreferred Name:\n@19 textbox \"Patient preferred name or name patient is commonly known.\" value=\"\"\nBirth Name:\n@20 textbox \"Birth First Name\" value=\"\"\n@21 textbox \"Middle Name\" value=\"\"\n@22 textbox \"Birth Last Name\" value=\"\"\nDOB:\n@23 textbox \"form_DOB\" value=\"\"\nBirth Sex:\n@24 combobox \"form_sex\" value=\"Unassigned\" options=[\"Unassigned\", \"Female\", \"Male\", \"Unknown\"]\nGender Identity:\n@25 combobox \"form_gender_identity\" value=\"Unassigned\" options=[\"Unassigned\", \"Identifies as Male\", \"Identifies as Female\", \"Female-to-Male (FTM)/Transgender Male/Trans Man\", \"Male-to-Female (MTF)/Transgender Female/Trans Woman\", \"Genderqueer, neither exclusively male nor female\", \"Additional gender category or other, please specify\", \"Choose not to disclose\"]\nSex:\n@26 combobox \"form_sex_identified\" value=\"Unassigned\" options=[\"Unassigned\", \"Male\", \"Female\", \"Identifies as nonbinary gender (finding)\", \"Asked But Declined\", \"unknown\"]\nSexual Orientation:\n@27 combobox \"form_sexual_orientation\" value=\"Unassigned\" options=[\"Unassigned\", \"Straight or heterosexual\", \"Lesbian, gay or homosexual\", \"Bisexual\", \"Something else, please describe\", \"Don't know\", \"Choose not to disclose\"]\nPronouns:\n@28 combobox \"form_pronoun\" value=\"Unassigned\" options=[\"Unassigned\", \"he/him/his/his/himself\", \"she/her/her/hers/herself\", \"they/them/their/theirs/themselves\", \"Ask me\", \"Decline to answer\", \"Other\"]\nExternal ID:\n@29 textbox \"form_pubpid\" value=\"\"\nS.S.:\n@30 textbox \"form_ss\" value=\"\"\nLicense/ID:\n@31 textbox \"form_drivers_license\" value=\"\"\nMarital Status:\n@32 combobox \"form_status\" value=\"Unassigned\" options=[\"Unassigned\", \"Married\", \"Single\", \"Divorced\", \"Widowed\", \"Separated\", \"Domestic Partner\"]\nUser Defined:\n@33 textbox \"form_genericname1\" value=\"\"\n@34 textbox \"form_genericval1\" value=\"\"\n@35 textbox \"form_genericname2\" value=\"\"\n@36 textbox \"form_genericval2\" value=\"\"\nBilling Note:\n@37 textbox \"form_billing_note\" value=\"\"\nPrevious Names:\n@38 combobox \"form_name_history[]\" value=\"\"\n@39 button \"Add\"\n@40 button \"Contact\"\n(7 controls below the visible area: \"Choices\", \"Employer\", \"Stats\", \"Misc\", \"Related\", \"Search\", \"Create New Patient\"; scroll down to reach them",
+      "images": 0
+    },
+    {
+      "script": "select @14 option=Ms.\nfill @15 value=Clarice\nfill @17 value=ScoreboardC704\nfill @23 value=1979-09-03\nselect @24 option=Female\nclick @40\ntree grep=a max=80",
+      "output": "$ select @14 option=Ms.\nok: select combobox \"form_title\" value=\"Ms.\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ fill @15 value=Clarice\nok: fill textbox \"First Name\" value=\"Clarice\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ fill @17 value=ScoreboardC704\nok: fill textbox \"Last Name\" value=\"ScoreboardC704\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ fill @23 value=1979-09-03\nok: fill textbox \"form_DOB\" value=\"1979-09-03\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ select @24 option=Female\nok: select combobox \"form_sex\" value=\"Female\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ click @40\nok: click button \"Contact\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ tree grep=a max=80\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\nCalendar\nRecalls\nMessages\n@2 button \"Patient\"\n@6 button \"Admin\"\n@8 button \"Miscellaneous\"\n@10 textbox \"Search by any demographics\" value=\"\"\n@11 button \"Search for patient by entering whole or part of any demographics field information\"\nCalendar\nMessage Center\nSearch or Add Patient\n# frame 6: Search or Add Patient\n# Search or Add Patient\n@14 combobox \"form_title\" value=\"Ms.\" options=[\"Unassigned\", \"Mr.\", \"Mrs.\", \"Ms.\", \"Dr.\"]\nName:\n@15 textbox \"First Name\" value=\"Clarice\"\n@16 textbox \"Middle Name\" value=\"\"\n@17 textbox \"Last Name\" value=\"ScoreboardC704\"\n@18 textbox \"Name Suffix\" value=\"\"\nPreferred Name:\n@19 textbox \"Patient preferred name or name patient is commonly known.\" value=\"\"\nBirth Name:\n@20 textbox \"Birth First Name\" value=\"\"\n@21 textbox \"Middle Name\" value=\"\"\n@22 textbox \"Birth Last Name\" value=\"\"\n@23 textbox \"form_DOB\" value=\"1979-09-03\"\n@24 combobox \"form_sex\" value=\"Female\" options=[\"Unassigned\", \"Female\", \"Male\", \"Unknown\"]\n@25 combobox \"form_gender_identity\" value=\"Unassigned\" options=[\"Unassigned\", \"Identifies as Male\", \"Identifies as Female\", \"Female-to-Male (FTM)/Transgender Male/Trans Man\", \"Male-to-Female (MTF)/Transgender Female/Trans Woman\", \"Genderqueer, neither exclusively male nor female\", \"Additional gender category or other, please specify\", \"Choose not to disclose\"]\n@26 combobox \"form_sex_identified\" value=\"Unassigned\" options=[\"Unassigned\", \"Male\", \"Female\", \"Identifies as nonbinary gender (finding)\", \"Asked But Declined\", \"unknown\"]\nSexual Orientation:\n@27 combobox \"form_sexual_orientation\" value=\"Unassigned\" options=[\"Unassigned\", \"Straight or heterosexual\", \"Lesbian, gay or homosexual\", \"Bisexual\", \"Something else, please describe\", \"Don't know\", \"Choose not to disclose\"]\n@28 combobox \"form_pronoun\" value=\"Unassigned\" options=[\"Unassigned\", \"he/him/his/his/himself\", \"she/her/her/hers/herself\", \"they/them/their/theirs/themselves\", \"Ask me\", \"Decline to answer\", \"Other\"]\nExternal ID:\n@29 textbox \"form_pubpid\" value=\"\"\n@30 textbox \"form_ss\" value=\"\"\n@31 textbox \"form_drivers_license\" value=\"\"\nMarital Status:\n@",
+      "images": 0
+    },
+    {
+      "script": "find role=textbox name=form_street\nfind role=combobox name=form_state\nfind role=combobox name=form_country_code\nfind role=textbox name=form_phone_home\nfind role=textbox name=form_email",
+      "output": "$ find role=textbox name=form_street\nno match\n$ find role=combobox name=form_state\nno match\n$ find role=combobox name=form_country_code\nno match\n$ find role=textbox name=form_phone_home\nno match\n$ find role=textbox name=form_email\nno match",
+      "images": 0
+    },
+    {
+      "script": "scroll down px=600\ntree grep=form_ max=80",
+      "output": "$ scroll down px=600\nerror: the scroll was sent, but nothing scrolled: the pointer is over a part of the screen that does not scroll (a fixed bar?). Click a field or label in the area you want to scroll, then scroll again\n(stopped; 1 lines not run)",
+      "images": 0
+    },
+    {
+      "script": "click role=textbox name=form_billing_note\nscroll down px=600\ntree grep=form_",
+      "output": "$ click role=textbox name=form_billing_note\nok: click textbox \"form_billing_note\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ scroll down px=600\nok: scroll down 600px\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ tree grep=form_\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n@14 textbox \"form_street\" value=\"\"\n@15 textbox \"form_street_line_2\" value=\"\"\n@16 textbox \"form_city\" value=\"\"\n@17 combobox \"form_state\" value=\"Unassigned\" options=[\"Unassigned\", \"Alabama\", \"Alaska\", \"Arizona\", \"Arkansas\", \"California\", \"Colorado\", \"Connecticut\", \"Delaware\", \"District of Columbia\", \"Florida\", \"Georgia\", +41 more]\n@19 textbox \"form_postal_code\" value=\"\"\n@20 combobox \"form_country_code\" value=\"Unassigned\" options=[\"Unassigned\", \"USA\"]\n@22 combobox \"form_county\" value=\"Unassigned\" options=[\"Unassigned\", \"ADAIR\", \"ANDREW\", \"ATCHISON\", \"AUDRAIN\", \"BARRY\"]\n@24 textbox \"form_mothersname\" value=\"\"\n@25 textbox \"form_contact_relationship\" value=\"\"\n@26 textbox \"form_phone_contact\" value=\"\"\n@27 textbox \"form_phone_home\" value=\"\"\n@28 textbox \"form_phone_biz\" value=\"\"\n@29 textbox \"form_phone_cell\" value=\"\"\n@30 textbox \"form_email\" value=\"\"\n@31 textbox \"form_email_direct\" value=\"\"\n(27 controls above the visible area: \"Who\", \"form_title\", \"First Name\", \"Middle Name\", \"Last Name\", \"Name Suffix\", \"Patient preferred name or name patient is commonly known.\", \"Birth First Name\" and 19 more; scroll up to reach them)",
+      "images": 0
+    },
+    {
+      "script": "fill @14 value=\"714 SYNTHETIC WAY\"\nfill @16 value=EXAMPLETON\nselect @17 option=Massachusetts\nfill @19 value=02139\nselect @20 option=USA\nfill @27 value=555-0104\nfill @30 value=clarice.scoreboard.704@example.invalid\nfind role=button name=\"Create New Patient\"",
+      "output": "$ fill @14 value=\"714 SYNTHETIC WAY\"\nok: fill textbox \"form_street\" value=\"714 SYNTHETIC WAY\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ fill @16 value=EXAMPLETON\nok: fill textbox \"form_city\" value=\"EXAMPLETON\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ select @17 option=Massachusetts\nok: select combobox \"form_state\" value=\"Massachusetts\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ fill @19 value=02139\nok: fill textbox \"form_postal_code\" value=\"02139\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ select @20 option=USA\nok: select combobox \"form_country_code\" value=\"USA\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ fill @27 value=555-0104\nok: fill textbox \"form_phone_home\" value=\"555-0104\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ fill @30 value=clarice.scoreboard.704@example.invalid\nok: fill textbox \"form_email\" value=\"clarice.scoreboard.704@example.invalid\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ find role=button name=\"Create New Patient\"\nno match",
+      "images": 0
+    },
+    {
+      "script": "find name=\"Create New Patient\"\ntree grep=Create",
+      "output": "$ find name=\"Create New Patient\"\nno match\n$ tree grep=Create\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n(2 controls below the visible area: \"Search\", \"Create New Patient\"; scroll down to reach them)",
+      "images": 0
+    },
+    {
+      "script": "scroll down px=2000\nclick name=\"Create New Patient\"",
+      "output": "$ scroll down px=2000\nok: scroll down 2000px\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ click name=\"Create New Patient\"\nok: click button \"Create New Patient\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)",
+      "images": 0
+    },
+    {
+      "script": "text",
+      "output": "$ text\nCalendar\nFinder\nFlow\nRecalls\nMessages\nPatient\nFees\nModules\nProcedures\nAdmin\nReports\nMiscellaneous\nPopups\nCalendar\nMessage Center\nSearch or Add Patient\nSearch or Add Patient\nWho\nTitle:\nUnassigned\nMr.\nMrs.\nMs.\nDr.\nName:\nPreferred Name:\nBirth Name:\nDOB:\nBirth Sex:\nUnassigned\nFemale\nMale\nUnknown\nGender Identity:\nUnassigned\nIdentifies as Male\nIdentifies as Female\nFemale-to-Male (FTM)/Transgender Male/Trans Man\nMale-to-Female (MTF)/Transgender Female/Trans Woman\nGenderqueer, neither exclusively male nor female\nAdditional gender category or other, please specify\nChoose not to disclose\nSex:\nUnassigned\nMale\nFemale\nIdentifies as nonbinary gender (finding)\nAsked But Declined\nunknown\nSexual Orientation:\nUnassigned\nStraight or heterosexual\nLesbian, gay or homosexual\nBisexual\nSomething else, please describe\nDon't know\nChoose not to disclose\nPronouns:\nUnassigned\nhe/him/his/his/himself\nshe/her/her/hers/herself\nthey/them/their/theirs/themselves\nAsk me\nDecline to answer\nOther\nExternal ID:\nS.S.:\nLicense/ID:\nMarital Status:\nUnassigned\nMarried\nSingle\nDivorced\nWidowed\nSeparated\nDomestic Partner\nUser Defined:\nBilling Note:\nPrevious Names:\nAdd\nContact\nAddress:\nAddress Line 2:\nCity:\nState:\nUnassigned\nAlabama\nAlaska\nArizona\nArkansas\nCalifornia\nColorado\nConnecticut\nDelaware\nDistrict of Columbia\nFlorida\nGeorgia\nHawaii\nIdaho\nIllinois\nIndiana\nIowa\nKansas\nKentucky\nLouisiana\nMaine\nMaryland\nMassachusetts\nMichigan\nMinnesota\nMississippi\nMissouri\nMontana\nNebraska\nNevada\nNew Hampshire\nNew Jersey\nNew Mexico\nNew York\nNorth Carolina\nNorth Dakota\nOhio\nOklahoma\nOregon\nPennsylvania\nPuerto Rico\nRhode Island\nSouth Carolina\nSouth Dakota\nTennessee\nTexas\nUtah\nVermont\nVirginia\nWashington\nWest Virginia\nWisconsin\nWyoming\nPostal Code:\nCountry:\nUnassigned\nUSA\nCounty:\nUnassigned\nADAIR\nANDREW\nATCHISON\nAUDRAIN\nBARRY\nMother`s Name:\nEmergency Contact:\nEmergency Phone:\nHome Phone:\nWork Phone:\nMobile Phone:\nContact Email:\nTrusted Email:\nAdditional Addresses\nShow Inactive\nNONE\nChoices\nEmployer\nStats\nMisc\nRelated\nSearch\nCreate New Patient\n1 - 0 of 0\nHits\tName\t\tPreferred Name\tBirth Name\t\t\tDOB\tBirth Sex\tExternal ID\tPrevious Names\nNo matches were found.\nConfirm Create New Patient Cancel",
+      "images": 0
+    },
+    {
+      "script": "click name=\"Confirm Create New Patient\"",
+      "output": "$ click name=\"Confirm Create New Patient\"\nok: click button \"Confirm Create New Patient\" (save gate passed)\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)",
+      "images": 0
+    },
+    {
+      "script": "text grep=Clarice",
+      "output": "$ text grep=Clarice\nClarice ScoreboardC704 (5)\nMedical Record Dashboard - Clarice ScoreboardC704",
+      "images": 0
+    }
+  ],
+  "result": {
+    "record_status": "needs_human_admit",
+    "detail": null,
+    "gates": [
+      {
+        "control": "Confirm Create New Patient",
+        "missing": [],
+        "decision": "passed_no_hold"
+      }
+    ],
+    "program_check": {
+      "trace_steps_with_locator": 16,
+      "distilled_steps": [],
+      "in_program": 16,
+      "missing_steps": [],
+      "program_structural_steps": 16,
+      "passed": true
+    },
+    "steps": 35,
+    "canary_status": "refused",
+    "canary_detail": "no canary ran: a write step lacks an independent read-back: step_033: a write step with no read-back",
+    "canary_halt": null,
+    "admitted": false,
+    "params": {
+      "lifted": [
+        {
+          "field_label": "form_DOB",
+          "masked_example": "19******03",
+          "name": "DOB",
+          "step_id": "step_008"
+        },
+        {
+          "field_label": "form_city",
+          "masked_example": "EX******ON",
+          "name": "city",
+          "step_id": "step_019"
+        },
+        {
+          "field_label": "form_country_code",
+          "masked_example": "U*A",
+          "name": "country_code",
+          "step_id": "step_026"
+        },
+        {
+          "field_label": "form_email",
+          "masked_example": "cl**********************************id",
+          "name": "email",
+          "step_id": "step_031"
+        },
+        {
+          "field_label": "First Name",
+          "masked_example": "C*****e",
+          "name": "fname",
+          "step_id": "step_004"
+        },
+        {
+          "field_label": "Last Name",
+          "masked_example": "Sc**********04",
+          "name": "lname",
+          "step_id": "step_006"
+        },
+        {
+          "field_label": "form_phone_home",
+          "masked_example": "5******4",
+          "name": "phone_home",
+          "step_id": "step_029"
+        },
+        {
+          "field_label": "form_postal_code",
+          "masked_example": "0***9",
+          "name": "postal_code",
+          "step_id": "step_024"
+        },
+        {
+          "field_label": "form_sex",
+          "masked_example": "F****e",
+          "name": "sex",
+          "step_id": "step_010"
+        },
+        {
+          "field_label": "form_state",
+          "masked_example": "Ma*********ts",
+          "name": "state_label",
+          "step_id": "step_021"
+        },
+        {
+          "field_label": "form_street",
+          "masked_example": "71*************AY",
+          "name": "street",
+          "step_id": "step_017"
+        },
+        {
+          "field_label": "form_title",
+          "masked_example": "M*.",
+          "name": "title",
+          "step_id": "step_001"
+        }
+      ],
+      "unlifted": {}
+    }
+  }
+}
diff --git a/packages/flow/benchmark/scoreboard/superseded/openemr_referral/code_agent/2026-10-18-b/ledgers/item-005.json b/packages/flow/benchmark/scoreboard/superseded/openemr_referral/code_agent/2026-10-18-b/ledgers/item-005.json
new file mode 100644
index 000000000..9251ae29c
--- /dev/null
+++ b/packages/flow/benchmark/scoreboard/superseded/openemr_referral/code_agent/2026-10-18-b/ledgers/item-005.json
@@ -0,0 +1,344 @@
+{
+  "ledger": {
+    "agent": "claude",
+    "model": "claude-sonnet-5-5",
+    "vision": "code",
+    "model_calls": 12,
+    "input_tokens": 26,
+    "output_tokens": 1034,
+    "cache_creation_input_tokens": 8805,
+    "cache_read_input_tokens": 66125,
+    "prompt_tokens": 74956,
+    "images_in_requests": 0,
+    "cost_usd": 0.04563,
+    "wall_seconds": 48.538,
+    "model_seconds": 18.753,
+    "finished": true,
+    "summary": "Created patient Desmond ScoreboardD705 (pid 6) with the given values; no matching patients found.",
+    "tool_errors": 0,
+    "calls": [
+      {
+        "turn": 1,
+        "input_tokens": 4,
+        "output_tokens": 121,
+        "cache_creation_input_tokens": 2854,
+        "cache_read_input_tokens": 0,
+        "seconds": 1.762,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 2,
+        "input_tokens": 2,
+        "output_tokens": 49,
+        "cache_creation_input_tokens": 620,
+        "cache_read_input_tokens": 2854,
+        "seconds": 1.319,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 3,
+        "input_tokens": 2,
+        "output_tokens": 178,
+        "cache_creation_input_tokens": 1448,
+        "cache_read_input_tokens": 3474,
+        "seconds": 2.091,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 4,
+        "input_tokens": 2,
+        "output_tokens": 59,
+        "cache_creation_input_tokens": 247,
+        "cache_read_input_tokens": 4922,
+        "seconds": 1.557,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 5,
+        "input_tokens": 2,
+        "output_tokens": 63,
+        "cache_creation_input_tokens": 155,
+        "cache_read_input_tokens": 5169,
+        "seconds": 1.594,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 6,
+        "input_tokens": 2,
+        "output_tokens": 161,
+        "cache_creation_input_tokens": 739,
+        "cache_read_input_tokens": 5324,
+        "seconds": 1.774,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 7,
+        "input_tokens": 2,
+        "output_tokens": 48,
+        "cache_creation_input_tokens": 745,
+        "cache_read_input_tokens": 6063,
+        "seconds": 1.325,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 8,
+        "input_tokens": 2,
+        "output_tokens": 66,
+        "cache_creation_input_tokens": 281,
+        "cache_read_input_tokens": 6808,
+        "seconds": 1.527,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 9,
+        "input_tokens": 2,
+        "output_tokens": 49,
+        "cache_creation_input_tokens": 160,
+        "cache_read_input_tokens": 7089,
+        "seconds": 1.298,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 10,
+        "input_tokens": 2,
+        "output_tokens": 107,
+        "cache_creation_input_tokens": 1227,
+        "cache_read_input_tokens": 7249,
+        "seconds": 1.666,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 11,
+        "input_tokens": 2,
+        "output_tokens": 52,
+        "cache_creation_input_tokens": 221,
+        "cache_read_input_tokens": 8476,
+        "seconds": 1.354,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      },
+      {
+        "turn": 12,
+        "input_tokens": 2,
+        "output_tokens": 81,
+        "cache_creation_input_tokens": 108,
+        "cache_read_input_tokens": 8697,
+        "seconds": 1.487,
+        "stop_reason": "tool_use",
+        "images_in_request": 0
+      }
+    ]
+  },
+  "harness": {
+    "observations": 0,
+    "screenshots_requested": 0,
+    "screenshots_at_gate": 0,
+    "screenshots_every_turn": 0,
+    "actions": 35,
+    "gate_checks": 1,
+    "gate_evidence_screenshots": 1,
+    "gate_refusals": 0
+  },
+  "trace": {
+    "surface": "dom",
+    "scripts": 12,
+    "lines": 29,
+    "actions": 19,
+    "errors": 2,
+    "screenshots": 0,
+    "shell_commands": 0,
+    "shell_isolation": "sandbox-exec",
+    "by_structure": 16,
+    "with_recorded_locator": 16,
+    "locator_agrees": 16,
+    "locator_unique": 16,
+    "commits": 1,
+    "identity_read_before_commit": [
+      "identity:Create New Patient",
+      "input:DOB",
+      "input:country_code",
+      "input:fname",
+      "input:lname",
+      "input:sex",
+      "input:state_label",
+      "input:title"
+    ],
+    "read_back_after_commit": [
+      "input:fname",
+      "input:lname"
+    ]
+  },
+  "scripts": [
+    {
+      "script": "tree",
+      "output": "$ tree\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n@1 link \"OpenEMR Website\"\nCalendar\nFinder\nFlow\nRecalls\nMessages\n@2 button \"Patient\"\n@3 button \"Fees\"\n@4 button \"Modules\"\n@5 button \"Procedures\"\n@6 button \"Admin\"\n@7 button \"Reports\"\n@8 button \"Miscellaneous\"\n@9 button \"Popups\"\n@10 textbox \"Search by any demographics\" value=\"\"\n@11 button \"Search for patient by entering whole or part of any demographics field information\"\n@12 button \"Current user\"\nCalendar\nMessage Center\nSearch or Add Patient\n# frame 6: Search or Add Patient\n# Search or Add Patient\n@13 button \"Who\"\nTitle:\n@14 combobox \"form_title\" value=\"Unassigned\" options=[\"Unassigned\", \"Mr.\", \"Mrs.\", \"Ms.\", \"Dr.\"]\nName:\n@15 textbox \"First Name\" value=\"\"\n@16 textbox \"Middle Name\" value=\"\"\n@17 textbox \"Last Name\" value=\"\"\n@18 textbox \"Name Suffix\" value=\"\"\nPreferred Name:\n@19 textbox \"Patient preferred name or name patient is commonly known.\" value=\"\"\nBirth Name:\n@20 textbox \"Birth First Name\" value=\"\"\n@21 textbox \"Middle Name\" value=\"\"\n@22 textbox \"Birth Last Name\" value=\"\"\nDOB:\n@23 textbox \"form_DOB\" value=\"\"\nBirth Sex:\n@24 combobox \"form_sex\" value=\"Unassigned\" options=[\"Unassigned\", \"Female\", \"Male\", \"Unknown\"]\nGender Identity:\n@25 combobox \"form_gender_identity\" value=\"Unassigned\" options=[\"Unassigned\", \"Identifies as Male\", \"Identifies as Female\", \"Female-to-Male (FTM)/Transgender Male/Trans Man\", \"Male-to-Female (MTF)/Transgender Female/Trans Woman\", \"Genderqueer, neither exclusively male nor female\", \"Additional gender category or other, please specify\", \"Choose not to disclose\"]\nSex:\n@26 combobox \"form_sex_identified\" value=\"Unassigned\" options=[\"Unassigned\", \"Male\", \"Female\", \"Identifies as nonbinary gender (finding)\", \"Asked But Declined\", \"unknown\"]\nSexual Orientation:\n@27 combobox \"form_sexual_orientation\" value=\"Unassigned\" options=[\"Unassigned\", \"Straight or heterosexual\", \"Lesbian, gay or homosexual\", \"Bisexual\", \"Something else, please describe\", \"Don't know\", \"Choose not to disclose\"]\nPronouns:\n@28 combobox \"form_pronoun\" value=\"Unassigned\" options=[\"Unassigned\", \"he/him/his/his/himself\", \"she/her/her/hers/herself\", \"they/them/their/theirs/themselves\", \"Ask me\", \"Decline to answer\", \"Other\"]\nExternal ID:\n@29 textbox \"form_pubpid\" value=\"\"\nS.S.:\n@30 textbox \"form_ss\" value=\"\"\nLicense/ID:\n@31 textbox \"form_drivers_license\" value=\"\"\nMarital Status:\n@32 combobox \"form_status\" value=\"Unassigned\" options=[\"Unassigned\", \"Married\", \"Single\", \"Divorced\", \"Widowed\", \"Separated\", \"Domestic Partner\"]\nUser Defined:\n@33 textbox \"form_genericname1\" value=\"\"\n@34 textbox \"form_genericval1\" value=\"\"\n@35 textbox \"form_genericname2\" value=\"\"\n@36 textbox \"form_genericval2\" value=\"\"\nBilling Note:\n@37 textbox \"form_billing_note\" value=\"\"\nPrevious Names:\n@38 combobox \"form_name_history[]\" value=\"\"\n@39 button \"Add\"\n@40 button \"Contact\"\n(7 controls below the visible area: \"Choices\", \"Employer\", \"Stats\", \"Misc\", \"Related\", \"Search\", \"Create New Patient\"; scroll down to reach them",
+      "images": 0
+    },
+    {
+      "script": "select @14 option=Mr.\nfill @15 value=Desmond\nfill @17 value=ScoreboardD705\nfill @23 value=1980-10-04\nselect @24 option=Male\nclick @40\ntree grep=Contact max=60",
+      "output": "$ select @14 option=Mr.\nok: select combobox \"form_title\" value=\"Mr.\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ fill @15 value=Desmond\nok: fill textbox \"First Name\" value=\"Desmond\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ fill @17 value=ScoreboardD705\nok: fill textbox \"Last Name\" value=\"ScoreboardD705\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ fill @23 value=1980-10-04\nok: fill textbox \"form_DOB\" value=\"1980-10-04\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ select @24 option=Male\nok: select combobox \"form_sex\" value=\"Male\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ click @40\nok: click button \"Contact\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ tree grep=Contact max=60\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n@40 button \"Contact\" (focused)",
+      "images": 0
+    },
+    {
+      "script": "tree max=120",
+      "output": "$ tree max=120\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n@1 link \"OpenEMR Website\"\nCalendar\nFinder\nFlow\nRecalls\nMessages\n@2 button \"Patient\"\n@3 button \"Fees\"\n@4 button \"Modules\"\n@5 button \"Procedures\"\n@6 button \"Admin\"\n@7 button \"Reports\"\n@8 button \"Miscellaneous\"\n@9 button \"Popups\"\n@10 textbox \"Search by any demographics\" value=\"\"\n@11 button \"Search for patient by entering whole or part of any demographics field information\"\n@12 button \"Current user\"\nCalendar\nMessage Center\nSearch or Add Patient\n# frame 6: Search or Add Patient\n# Search or Add Patient\n@13 button \"Who\"\nTitle:\n@14 combobox \"form_title\" value=\"Mr.\" options=[\"Unassigned\", \"Mr.\", \"Mrs.\", \"Ms.\", \"Dr.\"]\nName:\n@15 textbox \"First Name\" value=\"Desmond\"\n@16 textbox \"Middle Name\" value=\"\"\n@17 textbox \"Last Name\" value=\"ScoreboardD705\"\n@18 textbox \"Name Suffix\" value=\"\"\nPreferred Name:\n@19 textbox \"Patient preferred name or name patient is commonly known.\" value=\"\"\nBirth Name:\n@20 textbox \"Birth First Name\" value=\"\"\n@21 textbox \"Middle Name\" value=\"\"\n@22 textbox \"Birth Last Name\" value=\"\"\nDOB:\n@23 textbox \"form_DOB\" value=\"1980-10-04\"\nBirth Sex:\n@24 combobox \"form_sex\" value=\"Male\" options=[\"Unassigned\", \"Female\", \"Male\", \"Unknown\"]\nGender Identity:\n@25 combobox \"form_gender_identity\" value=\"Unassigned\" options=[\"Unassigned\", \"Identifies as Male\", \"Identifies as Female\", \"Female-to-Male (FTM)/Transgender Male/Trans Man\", \"Male-to-Female (MTF)/Transgender Female/Trans Woman\", \"Genderqueer, neither exclusively male nor female\", \"Additional gender category or other, please specify\", \"Choose not to disclose\"]\nSex:\n@26 combobox \"form_sex_identified\" value=\"Unassigned\" options=[\"Unassigned\", \"Male\", \"Female\", \"Identifies as nonbinary gender (finding)\", \"Asked But Declined\", \"unknown\"]\nSexual Orientation:\n@27 combobox \"form_sexual_orientation\" value=\"Unassigned\" options=[\"Unassigned\", \"Straight or heterosexual\", \"Lesbian, gay or homosexual\", \"Bisexual\", \"Something else, please describe\", \"Don't know\", \"Choose not to disclose\"]\nPronouns:\n@28 combobox \"form_pronoun\" value=\"Unassigned\" options=[\"Unassigned\", \"he/him/his/his/himself\", \"she/her/her/hers/herself\", \"they/them/their/theirs/themselves\", \"Ask me\", \"Decline to answer\", \"Other\"]\nExternal ID:\n@29 textbox \"form_pubpid\" value=\"\"\nS.S.:\n@30 textbox \"form_ss\" value=\"\"\nLicense/ID:\n@31 textbox \"form_drivers_license\" value=\"\"\nMarital Status:\n@32 combobox \"form_status\" value=\"Unassigned\" options=[\"Unassigned\", \"Married\", \"Single\", \"Divorced\", \"Widowed\", \"Separated\", \"Domestic Partner\"]\nUser Defined:\n@33 textbox \"form_genericname1\" value=\"\"\n@34 textbox \"form_genericval1\" value=\"\"\n@35 textbox \"form_genericname2\" value=\"\"\n@36 textbox \"form_genericval2\" value=\"\"\nBilling Note:\n@37 textbox \"form_billing_note\" value=\"\"\nPrevious Names:\n@38 combobox \"form_name_history[]\" value=\"\"\n@39 button \"Add\"\n@40 button \"Contact\" (focused)\n(26 controls below the visible area: \"form_street\", \"form_street_line_2\", \"form_city\", \"form_state\", \"Add\", ",
+      "images": 0
+    },
+    {
+      "script": "fill role=textbox name=form_street value=\"715 SYNTHETIC WAY\"\nfill role=textbox name=form_city value=EXAMPLETON\nselect role=combobox name=form_state option=Massachusetts\nfill role=textbox name=form_postal_code value=02139\nselect role=combobox name=form_country_code option=USA\nfind name=form_phone_home\nfind name=form_email",
+      "output": "$ fill role=textbox name=form_street value=\"715 SYNTHETIC WAY\"\nerror: nothing matches role=\"textbox\" name=\"form_street\"\n(stopped; 6 lines not run)",
+      "images": 0
+    },
+    {
+      "script": "scroll down px=600\ntree grep=form_",
+      "output": "$ scroll down px=600\nerror: the scroll was sent, but nothing scrolled: the pointer is over a part of the screen that does not scroll (a fixed bar?). Click a field or label in the area you want to scroll, then scroll again\n(stopped; 1 lines not run)",
+      "images": 0
+    },
+    {
+      "script": "click @37\nscroll down px=600\ntree grep=form_",
+      "output": "$ click @37\nok: click textbox \"form_billing_note\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ scroll down px=600\nok: scroll down 600px\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ tree grep=form_\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n@14 textbox \"form_street\" value=\"\"\n@15 textbox \"form_street_line_2\" value=\"\"\n@16 textbox \"form_city\" value=\"\"\n@17 combobox \"form_state\" value=\"Unassigned\" options=[\"Unassigned\", \"Alabama\", \"Alaska\", \"Arizona\", \"Arkansas\", \"California\", \"Colorado\", \"Connecticut\", \"Delaware\", \"District of Columbia\", \"Florida\", \"Georgia\", +41 more]\n@19 textbox \"form_postal_code\" value=\"\"\n@20 combobox \"form_country_code\" value=\"Unassigned\" options=[\"Unassigned\", \"USA\"]\n@22 combobox \"form_county\" value=\"Unassigned\" options=[\"Unassigned\", \"ADAIR\", \"ANDREW\", \"ATCHISON\", \"AUDRAIN\", \"BARRY\"]\n@24 textbox \"form_mothersname\" value=\"\"\n@25 textbox \"form_contact_relationship\" value=\"\"\n@26 textbox \"form_phone_contact\" value=\"\"\n@27 textbox \"form_phone_home\" value=\"\"\n@28 textbox \"form_phone_biz\" value=\"\"\n@29 textbox \"form_phone_cell\" value=\"\"\n@30 textbox \"form_email\" value=\"\"\n@31 textbox \"form_email_direct\" value=\"\"\n(27 controls above the visible area: \"Who\", \"form_title\", \"First Name\", \"Middle Name\", \"Last Name\", \"Name Suffix\", \"Patient preferred name or name patient is commonly known.\", \"Birth First Name\" and 19 more; scroll up to reach them)",
+      "images": 0
+    },
+    {
+      "script": "fill @14 value=\"715 SYNTHETIC WAY\"\nfill @16 value=EXAMPLETON\nselect @17 option=Massachusetts\nfill @19 value=02139\nselect @20 option=USA\nfill @27 value=555-0105\nfill @30 value=desmond.scoreboard.705@example.invalid\nfind name=\"Create New Patient\"",
+      "output": "$ fill @14 value=\"715 SYNTHETIC WAY\"\nok: fill textbox \"form_street\" value=\"715 SYNTHETIC WAY\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ fill @16 value=EXAMPLETON\nok: fill textbox \"form_city\" value=\"EXAMPLETON\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ select @17 option=Massachusetts\nok: select combobox \"form_state\" value=\"Massachusetts\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ fill @19 value=02139\nok: fill textbox \"form_postal_code\" value=\"02139\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ select @20 option=USA\nok: select combobox \"form_country_code\" value=\"USA\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ fill @27 value=555-0105\nok: fill textbox \"form_phone_home\" value=\"555-0105\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ fill @30 value=desmond.scoreboard.705@example.invalid\nok: fill textbox \"form_email\" value=\"desmond.scoreboard.705@example.invalid\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ find name=\"Create New Patient\"\nno match",
+      "images": 0
+    },
+    {
+      "script": "find role=button",
+      "output": "$ find role=button\n@2 button \"Patient\"\n@3 button \"Fees\"\n@4 button \"Modules\"\n@5 button \"Procedures\"\n@6 button \"Admin\"\n@7 button \"Reports\"\n@8 button \"Miscellaneous\"\n@9 button \"Popups\"\n@11 button \"Search for patient by entering whole or part of any demographics field information\"\n@12 button \"Current user\"\n@13 button \"Contact\"\n@18 button \"Add\" value=\"Add\"\n@21 button \"Add\" value=\"Add\"\n@23 button \"Add\" value=\"Add\"\n@33 button \"Choices\"\n@34 button \"Employer\"\n@35 button \"Stats\"\n@36 button \"Misc\"\n@37 button \"Related\"",
+      "images": 0
+    },
+    {
+      "script": "scroll down px=2000\nfind role=button name=\"Create New Patient\"",
+      "output": "$ scroll down px=2000\nok: scroll down 2000px\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ find role=button name=\"Create New Patient\"\n@38 button \"Create New Patient\"",
+      "images": 0
+    },
+    {
+      "script": "click @38\ntext",
+      "output": "$ click @38\nok: click button \"Create New Patient\"\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n$ text\nCalendar\nFinder\nFlow\nRecalls\nMessages\nPatient\nFees\nModules\nProcedures\nAdmin\nReports\nMiscellaneous\nPopups\nCalendar\nMessage Center\nSearch or Add Patient\nSearch or Add Patient\nWho\nTitle:\nUnassigned\nMr.\nMrs.\nMs.\nDr.\nName:\nPreferred Name:\nBirth Name:\nDOB:\nBirth Sex:\nUnassigned\nFemale\nMale\nUnknown\nGender Identity:\nUnassigned\nIdentifies as Male\nIdentifies as Female\nFemale-to-Male (FTM)/Transgender Male/Trans Man\nMale-to-Female (MTF)/Transgender Female/Trans Woman\nGenderqueer, neither exclusively male nor female\nAdditional gender category or other, please specify\nChoose not to disclose\nSex:\nUnassigned\nMale\nFemale\nIdentifies as nonbinary gender (finding)\nAsked But Declined\nunknown\nSexual Orientation:\nUnassigned\nStraight or heterosexual\nLesbian, gay or homosexual\nBisexual\nSomething else, please describe\nDon't know\nChoose not to disclose\nPronouns:\nUnassigned\nhe/him/his/his/himself\nshe/her/her/hers/herself\nthey/them/their/theirs/themselves\nAsk me\nDecline to answer\nOther\nExternal ID:\nS.S.:\nLicense/ID:\nMarital Status:\nUnassigned\nMarried\nSingle\nDivorced\nWidowed\nSeparated\nDomestic Partner\nUser Defined:\nBilling Note:\nPrevious Names:\nAdd\nContact\nAddress:\nAddress Line 2:\nCity:\nState:\nUnassigned\nAlabama\nAlaska\nArizona\nArkansas\nCalifornia\nColorado\nConnecticut\nDelaware\nDistrict of Columbia\nFlorida\nGeorgia\nHawaii\nIdaho\nIllinois\nIndiana\nIowa\nKansas\nKentucky\nLouisiana\nMaine\nMaryland\nMassachusetts\nMichigan\nMinnesota\nMississippi\nMissouri\nMontana\nNebraska\nNevada\nNew Hampshire\nNew Jersey\nNew Mexico\nNew York\nNorth Carolina\nNorth Dakota\nOhio\nOklahoma\nOregon\nPennsylvania\nPuerto Rico\nRhode Island\nSouth Carolina\nSouth Dakota\nTennessee\nTexas\nUtah\nVermont\nVirginia\nWashington\nWest Virginia\nWisconsin\nWyoming\nPostal Code:\nCountry:\nUnassigned\nUSA\nCounty:\nUnassigned\nADAIR\nANDREW\nATCHISON\nAUDRAIN\nBARRY\nMother`s Name:\nEmergency Contact:\nEmergency Phone:\nHome Phone:\nWork Phone:\nMobile Phone:\nContact Email:\nTrusted Email:\nAdditional Addresses\nShow Inactive\nNONE\nChoices\nEmployer\nStats\nMisc\nRelated\nSearch\nCreate New Patient\n1 - 0 of 0\nHits\tName\t\tPreferred Name\tBirth Name\t\t\tDOB\tBirth Sex\tExternal ID\tPrevious Names\nNo matches were found.\nConfirm Create New Patient Cancel",
+      "images": 0
+    },
+    {
+      "script": "click role=button name=\"Confirm Create New Patient\"\ntext grep=Scoreboard",
+      "output": "$ click role=button name=\"Confirm Create New Patient\"\nok: click button \"Confirm Create New Patient\" (save gate passed)\npage: OpenEMR (http://127.0.0.1:9911/interface/main/tabs/main.php?...)\n(a write was committed; 1 lines not run. Read the screen to check the result.)",
+      "images": 0
+    },
+    {
+      "script": "text grep=Desmond",
+      "output": "$ text grep=Desmond\nDesmond ScoreboardD705 (6)\nMedical Record Dashboard - Desmond ScoreboardD705",
+      "images": 0
+    }
+  ],
+  "result": {
+    "record_status": "needs_human_admit",
+    "detail": null,
+    "gates": [
+      {
+        "control": "Confirm Create New Patient",
+        "missing": [],
+        "decision": "passed_no_hold"
+      }
+    ],
+    "program_check": {
+      "trace_steps_with_locator": 16,
+      "distilled_steps": [],
+      "in_program": 16,
+      "missing_steps": [],
+      "program_structural_steps": 16,
+      "passed": true
+    },
+    "steps": 35,
+    "canary_status": "refused",
+    "canary_detail": "no canary ran: a write step lacks an independent read-back: step_033: a write step with no read-back",
+    "canary_halt": null,
+    "admitted": false,
+    "params": {
+      "lifted": [
+        {
+          "field_label": "form_DOB",
+          "masked_example": "19******04",
+          "name": "DOB",
+          "step_id": "step_008"
+        },
+        {
+          "field_label": "form_city",
+          "masked_example": "EX******ON",
+          "name": "city",
+          "step_id": "step_019"
+        },
+        {
+          "field_label": "form_country_code",
+          "masked_example": "U*A",
+          "name": "country_code",
+          "step_id": "step_026"
+        },
+        {
+          "field_label": "form_email",
+          "masked_example": "de**********************************id",
+          "name": "email",
+          "step_id": "step_031"
+        },
+        {
+          "field_label": "First Name",
+          "masked_example": "D*****d",
+          "name": "fname",
+          "step_id": "step_004"
+        },
+        {
+          "field_label": "Last Name",
+          "masked_example": "Sc**********05",
+          "name": "lname",
+          "step_id": "step_006"
+        },
+        {
+          "field_label": "form_phone_home",
+          "masked_example": "5******5",
+          "name": "phone_home",
+          "step_id": "step_029"
+        },
+        {
+          "field_label": "form_postal_code",
+          "masked_example": "0***9",
+          "name": "postal_code",
+          "step_id": "step_024"
+        },
+        {
+          "field_label": "form_sex",
+          "masked_example": "M**e",
+          "name": "sex",
+          "step_id": "step_010"
+        },
+        {
+          "field_label": "form_state",
+          "masked_example": "Ma*********ts",
+          "name": "state_label",
+          "step_id": "step_021"
+        },
+        {
+          "field_label": "form_street",
+          "masked_example": "71*************AY",
+          "name": "street",
+          "step_id": "step_017"
+        },
+        {
+          "field_label": "form_title",
+          "masked_example": "M*.",
+          "name": "title",
+          "step_id": "step_001"
+        }
+      ],
+      "unlifted": {}
+    }
+  }
+}
diff --git a/packages/flow/benchmark/scoreboard/superseded/openemr_referral/code_agent/2026-10-18-b/meta.json b/packages/flow/benchmark/scoreboard/superseded/openemr_referral/code_agent/2026-10-18-b/meta.json
new file mode 100644
index 000000000..91f825907
--- /dev/null
+++ b/packages/flow/benchmark/scoreboard/superseded/openemr_referral/code_agent/2026-10-18-b/meta.json
@@ -0,0 +1,22 @@
+{
+  "protocol_version": "2026-10-18.1",
+  "written_at": "2026-10-18T17:35:59-0400",
+  "machine": "arm64 Darwin 24.6.0",
+  "cpu_count": 12,
+  "python": "3.12.7",
+  "engine": {
+    "path": "/Users/abrichr/oa/worktrees/scoreboard-arm7/packages/flow/openadapt_flow",
+    "git_head": "cc883bbcb74d9455830da5fe2b86e0c5b1e3f976"
+  },
+  "benchmark_git_head": "cc883bbcb74d9455830da5fe2b86e0c5b1e3f976",
+  "task": "openemr_referral",
+  "arm": "code_agent",
+  "model": "claude-sonnet-5-5",
+  "n": 5,
+  "vision": "code",
+  "effort": "medium",
+  "max_cost_per_item": 0.75,
+  "on_screen": [
+    "Create New Patient"
+  ]
+}
diff --git a/packages/flow/public-artifacts.json b/packages/flow/public-artifacts.json
index de908d528..076971525 100644
--- a/packages/flow/public-artifacts.json
+++ b/packages/flow/public-artifacts.json
@@ -1811,6 +1811,90 @@
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