landing replays for all 6 systems + render helpers

Mirrors monorepo d8176c6. data/replays/{system}.json (~600 KB total)
auto-play on landing, picked by IANA timezone. app.py imports
rendering helpers from render.py (new) so capture tooling can format
identical traces without triggering the model load.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

app.py

@@ -292,10 +292,21 @@ _REPLAY_PICK_JS = """
 # CSS in CUSTOM_CSS animates the .loading-dots span via opacity pulse so
 # the user sees a living "thinking" cue instead of a static "…".
 _LOADING_DOTS = '<span class="loading-dots">…</span>'
-KNOWN_TOOLS = {
-    "route_planner", "fare_calculator", "station_info", "line_info",
-    "disruption_feed", "knowledge_base", "submit_assistant_state",
-}
+
+# Pure-function rendering helpers — extracted to render.py so the capture
+# tooling (scripts/capture_replay.py --llama-server …) can format tool
+# cards + route stops without importing app.py (which triggers model
+# load). Aliased back to the original _-prefixed names so all call-sites
+# below remain unchanged.
+from render import (  # noqa: E402
+    KNOWN_TOOLS,
+    strip_think_block as _strip_think_block,
+    tool_status as _tool_status,
+    summarise_result as _summarise_result,
+    summarise_args as _summarise_args,
+    format_tool_card as _format_tool_card,
+    route_with_coords as _route_with_coords,
+)
 
 
 @GPU(duration=120)
@@ -1739,187 +1750,11 @@ def _event_chips(bundle: dict) -> list[tuple[str, str]]:
     return chips
 
 
-def _strip_think_block(text: str) -> str:
-    """Remove <think>...</think> content (and stray close-tags emitted by the
-    Qwen3.5 chat template) before showing the raw model output."""
-    text = re.sub(r"<think>.*?</think>\s*", "", text, flags=re.DOTALL)
-    return text.replace("</think>", "").strip()
-
-
-def _tool_status(name: str, result: dict) -> tuple[str, str]:
-    """(status_label, glyph) for the UI metadata block.
-    - hallucinated → ✗ (tool name unknown)
-    - registered + error → ⚠ (validation/domain error)
-    - else → ✓"""
-    if name not in KNOWN_TOOLS:
-        return "hallucinated", "✗"
-    if isinstance(result, dict) and result.get("error"):
-        return "rejected", "⚠"
-    return "done", "✓"
-
-
-def _summarise_result(name: str, result: dict) -> str:
-    if not isinstance(result, dict):
-        return ""
-    if result.get("error"):
-        err = result["error"]
-        if isinstance(err, dict) and isinstance(err.get("detail"), list):
-            parts = []
-            for d in err["detail"][:4]:
-                loc = ".".join(str(x) for x in (d.get("loc") or [])[1:])
-                parts.append(f"{loc}: {d.get('msg', 'invalid')}")
-            return "; ".join(parts)
-        return str(err)[:240]
-    if name == "route_planner" and isinstance(result.get("stops"), list):
-        t = result.get("transfers", 0)
-        return f"{len(result['stops'])} stops · {t} transfer{'s' if t != 1 else ''} · {round(result.get('estimated_minutes', 0))} min"
-    if name == "fare_calculator":
-        return f"total {result.get('currency', '')} {result.get('total', '?')}"
-    if name == "submit_assistant_state":
-        return "accepted" if result.get("accepted") else "rejected"
-    if name == "disruption_feed" and isinstance(result.get("disruptions"), list):
-        return f"{len(result['disruptions'])} active"
-    if name == "station_info" and isinstance(result.get("stations"), list):
-        return f"{len(result['stations'])} station(s)"
-    return ""
-
-
-def _route_with_coords(stops: list, station_by_id: dict) -> list:
-    """Annotate route_planner stops with lat/lon + carry through line and
-    transfer flags so the JS can draw per-line segments and mark transfer
-    stations (matching the /simulator dashboard's drawRoute behavior)."""
-    out = []
-    for s in stops or []:
-        if not isinstance(s, dict):
-            continue
-        sid = s.get("station_id")
-        geo = station_by_id.get(sid, {}) if sid else {}
-        out.append({
-            "station_id": sid,
-            "name": s.get("station_name") or geo.get("name"),
-            "lat": geo.get("lat"),
-            "lon": geo.get("lon"),
-            "line": s.get("line"),
-            "is_transfer": bool(s.get("is_transfer")),
-        })
-    return out
-
-
-def _summarise_args(name: str, args: dict, bundle: dict) -> str:
-    """One-line preview of tool args (station IDs resolved to names where
-    possible) — paired with `_summarise_result` to drive the tool card.
-    Field names mirror the Pydantic schemas in harness/mock_server.py."""
-    sb = bundle["station_by_id"]
-    if name == "route_planner":
-        # Schema: origin, destination (both station IDs)
-        f = (sb.get(args.get("origin")) or {}).get("name") or args.get("origin") or "?"
-        t = (sb.get(args.get("destination")) or {}).get("name") or args.get("destination") or "?"
-        s = f"{f} → {t}"
-        extras = []
-        rs = args.get("station_restrictions") or []
-        sc = args.get("segment_closures") or []
-        lc = args.get("line_closures") or []
-        if rs:
-            extras.append(f"{len(rs)} restriction{'s' if len(rs) != 1 else ''}")
-        if sc:
-            extras.append(f"{len(sc)} closure{'s' if len(sc) != 1 else ''}")
-        if lc:
-            extras.append(f"{len(lc)} line closure{'s' if len(lc) != 1 else ''}")
-        if extras:
-            s += " · " + ", ".join(extras)
-        return s
-    if name == "fare_calculator":
-        # Schema: passengers is a dict {adults, children, seniors, disabled}
-        passengers = args.get("passengers") or {}
-        if isinstance(passengers, dict):
-            parts = [f"{v}× {k}" for k, v in passengers.items() if isinstance(v, int) and v > 0]
-            base = ", ".join(parts) if parts else "—"
-        else:
-            base = "—"
-        rid = args.get("route_id")
-        return f"{base} · {rid}" if rid else base
-    if name == "station_info":
-        ids = args.get("station_ids")
-        if isinstance(ids, list):
-            if len(ids) == 1:
-                return (sb.get(ids[0]) or {}).get("name") or ids[0]
-            return f"{len(ids)} stations"
-        sid = args.get("station_id")
-        if sid:
-            return (sb.get(sid) or {}).get("name") or sid
-        return "—"
-    if name == "line_info":
-        # Schema: line or lines (list)
-        lines = args.get("lines")
-        if isinstance(lines, list) and lines:
-            return ", ".join(str(l) for l in lines[:4]) + ("…" if len(lines) > 4 else "")
-        return str(args.get("line") or "—")
-    if name == "disruption_feed":
-        # Schema: line, station, severity_filter
-        line = args.get("line")
-        station = args.get("station")
-        sev = args.get("severity_filter")
-        parts = []
-        if line:
-            parts.append(f"line {line}")
-        if station:
-            parts.append(f"@{(sb.get(station) or {}).get('name') or station}")
-        if sev and sev != "all":
-            parts.append(sev)
-        return " · ".join(parts) if parts else "all disruptions"
-    if name == "knowledge_base":
-        # Schema: policy_id, query, category
-        if args.get("policy_id"):
-            return f"policy: {args['policy_id']}"
-        q = (args.get("query") or "").strip()
-        return (q[:80] + "…") if len(q) > 80 else (q or "—")
-    if name == "submit_assistant_state":
-        out = args.get("outcome") or "—"
-        ka = args.get("kiosk_action") or {}
-        action = ka.get("action") if isinstance(ka, dict) else ka
-        return f"{out} / {action or '—'}"
-    return "—"
-
-
-def _format_tool_card(name: str, args: dict, result, elapsed_ms: float,
-                      status: str, glyph: str, bundle: dict) -> str:
-    """Compact HTML card for one tool round-trip. Top: glyph + name + time.
-    Body: in/out one-liners. Bottom: <details> hides the raw JSON for power
-    users. Renders inside a chatbot bot bubble (chatbot has sanitize_html
-    disabled so the <div>/<details> survive)."""
-    args_preview = _summarise_args(name, args, bundle)
-    result_preview = _summarise_result(name, result) or "—"
-
-    args_json = json.dumps(args, indent=2, ensure_ascii=False)
-    result_json = json.dumps(result, indent=2, default=str, ensure_ascii=False)
-    if len(result_json) > 1200:
-        result_json = result_json[:1197] + "…"
-
-    e = html.escape
-    return (
-        f'<div class="metro-tool-card metro-tool-{e(status)}">'
-        f'<div class="metro-tool-head">'
-        f'<span class="metro-tool-glyph">{e(glyph)}</span>'
-        f'<span class="metro-tool-name">{e(name)}</span>'
-        f'<span class="metro-tool-time">{elapsed_ms:.0f}ms</span>'
-        f'</div>'
-        f'<div class="metro-tool-row">'
-        f'<span class="metro-tool-key">in</span>'
-        f'<span class="metro-tool-val">{e(args_preview)}</span>'
-        f'</div>'
-        f'<div class="metro-tool-row">'
-        f'<span class="metro-tool-key">out</span>'
-        f'<span class="metro-tool-val">{e(result_preview)}</span>'
-        f'</div>'
-        f'<details class="metro-tool-raw">'
-        f'<summary>raw</summary>'
-        f'<div class="metro-tool-raw-label">args</div>'
-        f'<pre>{e(args_json)}</pre>'
-        f'<div class="metro-tool-raw-label">result</div>'
-        f'<pre>{e(result_json)}</pre>'
-        f'</details>'
-        f'</div>'
-    )
+# _strip_think_block, _tool_status, _summarise_result, _route_with_coords
+# extracted to render.py (imported above).
+
+
+# _summarise_args, _format_tool_card extracted to render.py (imported above).
 
 
 def _run_agent(system: str, origin_id: str, dest_id: str, event_ids: list[str]):

data/replays/beijing.json

@@ -0,0 +1,321 @@
+{
+  "system": "beijing",
+  "scenario_id": "xidan_to_wangfujing_line1_west_pm",
+  "captured_at": "2026-05-18T17:20:37Z",
+  "model": "9b-metro-v23",
+  "source": "llama-server",
+  "duration_ms": 3600,
+  "snapshots": [
+    {
+      "t_ms": 0,
+      "history": [
+        {
+          "role": "user",
+          "content": "Plan a trip from Xidan to Wangfujing. ⚠ Line 1: No service between Pingguoyuan and Wukesong this weekend due to track renewal. Free shuttle buses available between affected stations."
+        }
+      ],
+      "route": null,
+      "kiosk": null
+    },
+    {
+      "t_ms": 1000,
+      "history": [
+        {
+          "role": "user",
+          "content": "Plan a trip from Xidan to Wangfujing. ⚠ Line 1: No service between Pingguoyuan and Wukesong this weekend due to track renewal. Free shuttle buses available between affected stations."
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">route_planner</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">Xidan → Wangfujing</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">4 stops · 0 transfers · 3 min</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;origin&quot;: &quot;Xidan&quot;,\n  &quot;destination&quot;: &quot;Wangfujing&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;route_id&quot;: &quot;route_2aae880835a5&quot;,\n  &quot;stops&quot;: [\n    {\n      &quot;station_id&quot;: &quot;BJM-XID&quot;,\n      &quot;station_name&quot;: &quot;Xidan&quot;,\n      &quot;line&quot;: &quot;1&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;BJM-TIA&quot;,\n      &quot;station_name&quot;: &quot;Tian&#x27;anmenxi&quot;,\n      &quot;line&quot;: &quot;1&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;BJM-TIA2&quot;,\n      &quot;station_name&quot;: &quot;Tian&#x27;anmendong&quot;,\n      &quot;line&quot;: &quot;1&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;BJM-WAN&quot;,\n      &quot;station_name&quot;: &quot;Wangfujing&quot;,\n      &quot;line&quot;: &quot;1&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    }\n  ],\n  &quot;transfers&quot;: 0,\n  &quot;estimated_minutes&quot;: 3.3,\n  &quot;distance_miles&quot;: 1.66,\n  &quot;line_sequence&quot;: [\n    &quot;1&quot;\n  ]\n}</pre></details></div>"
+        }
+      ],
+      "route": null,
+      "kiosk": null
+    },
+    {
+      "t_ms": 1400,
+      "history": [
+        {
+          "role": "user",
+          "content": "Plan a trip from Xidan to Wangfujing. ⚠ Line 1: No service between Pingguoyuan and Wukesong this weekend due to track renewal. Free shuttle buses available between affected stations."
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">route_planner</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">Xidan → Wangfujing</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">4 stops · 0 transfers · 3 min</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;origin&quot;: &quot;Xidan&quot;,\n  &quot;destination&quot;: &quot;Wangfujing&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;route_id&quot;: &quot;route_2aae880835a5&quot;,\n  &quot;stops&quot;: [\n    {\n      &quot;station_id&quot;: &quot;BJM-XID&quot;,\n      &quot;station_name&quot;: &quot;Xidan&quot;,\n      &quot;line&quot;: &quot;1&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;BJM-TIA&quot;,\n      &quot;station_name&quot;: &quot;Tian&#x27;anmenxi&quot;,\n      &quot;line&quot;: &quot;1&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;BJM-TIA2&quot;,\n      &quot;station_name&quot;: &quot;Tian&#x27;anmendong&quot;,\n      &quot;line&quot;: &quot;1&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;BJM-WAN&quot;,\n      &quot;station_name&quot;: &quot;Wangfujing&quot;,\n      &quot;line&quot;: &quot;1&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    }\n  ],\n  &quot;transfers&quot;: 0,\n  &quot;estimated_minutes&quot;: 3.3,\n  &quot;distance_miles&quot;: 1.66,\n  &quot;line_sequence&quot;: [\n    &quot;1&quot;\n  ]\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">disruption_feed</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">line 1</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">1 active</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;line&quot;: &quot;1&quot;,\n  &quot;severity_filter&quot;: &quot;all&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;disruptions&quot;: [\n    {\n      &quot;id&quot;: &quot;pm-line1-west&quot;,\n      &quot;line&quot;: &quot;1&quot;,\n      &quot;segment&quot;: [\n        &quot;BJM-PIN&quot;,\n        &quot;BJM-GUC&quot;,\n        &quot;BJM-BAP&quot;,\n        &quot;BJM-BAB&quot;,\n        &quot;BJM-YUL&quot;,\n        &quot;BJM-WUK&quot;\n      ],\n      &quot;type&quot;: &quot;planned_maintenance&quot;,\n      &quot;severity&quot;: &quot;warning&quot;,\n      &quot;message&quot;: &quot;Line 1: No service between Pingguoyuan and Wukesong this weekend due to track renewal. Free shuttle buses available between affected stations.&quot;,\n      &quot;alternative&quot;: &quot;Free shuttle bus between Pingguoyuan and Wukesong&quot;,\n      &quot;eta_resolution&quot;: &quot;Service resumes Tuesday 5:00 AM&quot;,\n      &quot;valid_from&quot;: &quot;2026-03-09T06:00:00&quot;,\n      &quot;valid_until&quot;: &quot;2026-03-10T05:00:00&quot;\n    }\n  ]\n}</pre></details></div>"
+        }
+      ],
+      "route": null,
+      "kiosk": null
+    },
+    {
+      "t_ms": 1800,
+      "history": [
+        {
+          "role": "user",
+          "content": "Plan a trip from Xidan to Wangfujing. ⚠ Line 1: No service between Pingguoyuan and Wukesong this weekend due to track renewal. Free shuttle buses available between affected stations."
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">route_planner</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">Xidan → Wangfujing</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">4 stops · 0 transfers · 3 min</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;origin&quot;: &quot;Xidan&quot;,\n  &quot;destination&quot;: &quot;Wangfujing&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;route_id&quot;: &quot;route_2aae880835a5&quot;,\n  &quot;stops&quot;: [\n    {\n      &quot;station_id&quot;: &quot;BJM-XID&quot;,\n      &quot;station_name&quot;: &quot;Xidan&quot;,\n      &quot;line&quot;: &quot;1&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;BJM-TIA&quot;,\n      &quot;station_name&quot;: &quot;Tian&#x27;anmenxi&quot;,\n      &quot;line&quot;: &quot;1&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;BJM-TIA2&quot;,\n      &quot;station_name&quot;: &quot;Tian&#x27;anmendong&quot;,\n      &quot;line&quot;: &quot;1&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;BJM-WAN&quot;,\n      &quot;station_name&quot;: &quot;Wangfujing&quot;,\n      &quot;line&quot;: &quot;1&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    }\n  ],\n  &quot;transfers&quot;: 0,\n  &quot;estimated_minutes&quot;: 3.3,\n  &quot;distance_miles&quot;: 1.66,\n  &quot;line_sequence&quot;: [\n    &quot;1&quot;\n  ]\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">disruption_feed</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">line 1</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">1 active</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;line&quot;: &quot;1&quot;,\n  &quot;severity_filter&quot;: &quot;all&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;disruptions&quot;: [\n    {\n      &quot;id&quot;: &quot;pm-line1-west&quot;,\n      &quot;line&quot;: &quot;1&quot;,\n      &quot;segment&quot;: [\n        &quot;BJM-PIN&quot;,\n        &quot;BJM-GUC&quot;,\n        &quot;BJM-BAP&quot;,\n        &quot;BJM-BAB&quot;,\n        &quot;BJM-YUL&quot;,\n        &quot;BJM-WUK&quot;\n      ],\n      &quot;type&quot;: &quot;planned_maintenance&quot;,\n      &quot;severity&quot;: &quot;warning&quot;,\n      &quot;message&quot;: &quot;Line 1: No service between Pingguoyuan and Wukesong this weekend due to track renewal. Free shuttle buses available between affected stations.&quot;,\n      &quot;alternative&quot;: &quot;Free shuttle bus between Pingguoyuan and Wukesong&quot;,\n      &quot;eta_resolution&quot;: &quot;Service resumes Tuesday 5:00 AM&quot;,\n      &quot;valid_from&quot;: &quot;2026-03-09T06:00:00&quot;,\n      &quot;valid_until&quot;: &quot;2026-03-10T05:00:00&quot;\n    }\n  ]\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">disruption_feed</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">@Xidan</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">0 active</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;station&quot;: &quot;Xidan&quot;,\n  &quot;severity_filter&quot;: &quot;all&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;disruptions&quot;: []\n}</pre></details></div>"
+        }
+      ],
+      "route": null,
+      "kiosk": null
+    },
+    {
+      "t_ms": 2200,
+      "history": [
+        {
+          "role": "user",
+          "content": "Plan a trip from Xidan to Wangfujing. ⚠ Line 1: No service between Pingguoyuan and Wukesong this weekend due to track renewal. Free shuttle buses available between affected stations."
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">route_planner</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">Xidan → Wangfujing</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">4 stops · 0 transfers · 3 min</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;origin&quot;: &quot;Xidan&quot;,\n  &quot;destination&quot;: &quot;Wangfujing&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;route_id&quot;: &quot;route_2aae880835a5&quot;,\n  &quot;stops&quot;: [\n    {\n      &quot;station_id&quot;: &quot;BJM-XID&quot;,\n      &quot;station_name&quot;: &quot;Xidan&quot;,\n      &quot;line&quot;: &quot;1&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;BJM-TIA&quot;,\n      &quot;station_name&quot;: &quot;Tian&#x27;anmenxi&quot;,\n      &quot;line&quot;: &quot;1&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;BJM-TIA2&quot;,\n      &quot;station_name&quot;: &quot;Tian&#x27;anmendong&quot;,\n      &quot;line&quot;: &quot;1&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;BJM-WAN&quot;,\n      &quot;station_name&quot;: &quot;Wangfujing&quot;,\n      &quot;line&quot;: &quot;1&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    }\n  ],\n  &quot;transfers&quot;: 0,\n  &quot;estimated_minutes&quot;: 3.3,\n  &quot;distance_miles&quot;: 1.66,\n  &quot;line_sequence&quot;: [\n    &quot;1&quot;\n  ]\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">disruption_feed</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">line 1</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">1 active</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;line&quot;: &quot;1&quot;,\n  &quot;severity_filter&quot;: &quot;all&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;disruptions&quot;: [\n    {\n      &quot;id&quot;: &quot;pm-line1-west&quot;,\n      &quot;line&quot;: &quot;1&quot;,\n      &quot;segment&quot;: [\n        &quot;BJM-PIN&quot;,\n        &quot;BJM-GUC&quot;,\n        &quot;BJM-BAP&quot;,\n        &quot;BJM-BAB&quot;,\n        &quot;BJM-YUL&quot;,\n        &quot;BJM-WUK&quot;\n      ],\n      &quot;type&quot;: &quot;planned_maintenance&quot;,\n      &quot;severity&quot;: &quot;warning&quot;,\n      &quot;message&quot;: &quot;Line 1: No service between Pingguoyuan and Wukesong this weekend due to track renewal. Free shuttle buses available between affected stations.&quot;,\n      &quot;alternative&quot;: &quot;Free shuttle bus between Pingguoyuan and Wukesong&quot;,\n      &quot;eta_resolution&quot;: &quot;Service resumes Tuesday 5:00 AM&quot;,\n      &quot;valid_from&quot;: &quot;2026-03-09T06:00:00&quot;,\n      &quot;valid_until&quot;: &quot;2026-03-10T05:00:00&quot;\n    }\n  ]\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">disruption_feed</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">@Xidan</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">0 active</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;station&quot;: &quot;Xidan&quot;,\n  &quot;severity_filter&quot;: &quot;all&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;disruptions&quot;: []\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">disruption_feed</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">@Wangfujing</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">0 active</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;station&quot;: &quot;Wangfujing&quot;,\n  &quot;severity_filter&quot;: &quot;all&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;disruptions&quot;: []\n}</pre></details></div>"
+        }
+      ],
+      "route": null,
+      "kiosk": null
+    },
+    {
+      "t_ms": 2600,
+      "history": [
+        {
+          "role": "user",
+          "content": "Plan a trip from Xidan to Wangfujing. ⚠ Line 1: No service between Pingguoyuan and Wukesong this weekend due to track renewal. Free shuttle buses available between affected stations."
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">route_planner</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">Xidan → Wangfujing</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">4 stops · 0 transfers · 3 min</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;origin&quot;: &quot;Xidan&quot;,\n  &quot;destination&quot;: &quot;Wangfujing&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;route_id&quot;: &quot;route_2aae880835a5&quot;,\n  &quot;stops&quot;: [\n    {\n      &quot;station_id&quot;: &quot;BJM-XID&quot;,\n      &quot;station_name&quot;: &quot;Xidan&quot;,\n      &quot;line&quot;: &quot;1&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;BJM-TIA&quot;,\n      &quot;station_name&quot;: &quot;Tian&#x27;anmenxi&quot;,\n      &quot;line&quot;: &quot;1&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;BJM-TIA2&quot;,\n      &quot;station_name&quot;: &quot;Tian&#x27;anmendong&quot;,\n      &quot;line&quot;: &quot;1&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;BJM-WAN&quot;,\n      &quot;station_name&quot;: &quot;Wangfujing&quot;,\n      &quot;line&quot;: &quot;1&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    }\n  ],\n  &quot;transfers&quot;: 0,\n  &quot;estimated_minutes&quot;: 3.3,\n  &quot;distance_miles&quot;: 1.66,\n  &quot;line_sequence&quot;: [\n    &quot;1&quot;\n  ]\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">disruption_feed</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">line 1</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">1 active</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;line&quot;: &quot;1&quot;,\n  &quot;severity_filter&quot;: &quot;all&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;disruptions&quot;: [\n    {\n      &quot;id&quot;: &quot;pm-line1-west&quot;,\n      &quot;line&quot;: &quot;1&quot;,\n      &quot;segment&quot;: [\n        &quot;BJM-PIN&quot;,\n        &quot;BJM-GUC&quot;,\n        &quot;BJM-BAP&quot;,\n        &quot;BJM-BAB&quot;,\n        &quot;BJM-YUL&quot;,\n        &quot;BJM-WUK&quot;\n      ],\n      &quot;type&quot;: &quot;planned_maintenance&quot;,\n      &quot;severity&quot;: &quot;warning&quot;,\n      &quot;message&quot;: &quot;Line 1: No service between Pingguoyuan and Wukesong this weekend due to track renewal. Free shuttle buses available between affected stations.&quot;,\n      &quot;alternative&quot;: &quot;Free shuttle bus between Pingguoyuan and Wukesong&quot;,\n      &quot;eta_resolution&quot;: &quot;Service resumes Tuesday 5:00 AM&quot;,\n      &quot;valid_from&quot;: &quot;2026-03-09T06:00:00&quot;,\n      &quot;valid_until&quot;: &quot;2026-03-10T05:00:00&quot;\n    }\n  ]\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">disruption_feed</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">@Xidan</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">0 active</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;station&quot;: &quot;Xidan&quot;,\n  &quot;severity_filter&quot;: &quot;all&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;disruptions&quot;: []\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">disruption_feed</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">@Wangfujing</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">0 active</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;station&quot;: &quot;Wangfujing&quot;,\n  &quot;severity_filter&quot;: &quot;all&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;disruptions&quot;: []\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">station_info</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">4 stations</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">—</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;station_ids&quot;: [\n    &quot;BJM-XID&quot;,\n    &quot;BJM-TIA&quot;,\n    &quot;BJM-TIA2&quot;,\n    &quot;BJM-WAN&quot;\n  ],\n  &quot;query_type&quot;: &quot;accessibility&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;results&quot;: [\n    {\n      &quot;station_id&quot;: &quot;BJM-XID&quot;,\n      &quot;data&quot;: {\n        &quot;name&quot;: &quot;Xidan&quot;,\n        &quot;accessibility&quot;: {\n          &quot;elevator&quot;: true,\n          &quot;escalator&quot;: true,\n          &quot;step_free&quot;: true,\n          &quot;tactile_paving&quot;: true,\n          &quot;wide_gate&quot;: true\n        }\n      }\n    },\n    {\n      &quot;station_id&quot;: &quot;BJM-TIA&quot;,\n      &quot;data&quot;: {\n        &quot;name&quot;: &quot;Tian&#x27;anmenxi&quot;,\n        &quot;accessibility&quot;: {\n          &quot;elevator&quot;: true,\n          &quot;escalator&quot;: true,\n          &quot;step_free&quot;: true,\n          &quot;tactile_paving&quot;: true,\n          &quot;wide_gate&quot;: false\n        }\n      }\n    },\n    {\n      &quot;station_id&quot;: &quot;BJM-TIA2&quot;,\n      &quot;data&quot;: {\n        &quot;name&quot;: &quot;Tian&#x27;anmendong&quot;,\n        &quot;accessibility&quot;: {\n          &quot;elevator&quot;: true,\n          &quot;escalator&quot;: true,\n          &quot;step_free&quot;: true,\n          &quot;tactile_paving&quot;: true,\n          &quot;wide_gate&quot;: false\n        }\n      }\n    },\n    {\n      &quot;station_id&quot;: &quot;BJM-WAN&quot;,\n      &quot;data&quot;: {\n        &quot;name&quot;: &quot;Wangfujing&quot;,\n        &quot;accessibility&quot;: {\n          &quot;elevator&quot;: true,\n          &quot;escalator&quot;: true,\n          &quot;step_free&quot;: true,\n          &quot;tactile_paving&quot;: true,\n          &quot;wide_gate&quot;: true\n        }\n      }\n    }\n  ]\n}</pre></details></div>"
+        }
+      ],
+      "route": null,
+      "kiosk": null
+    },
+    {
+      "t_ms": 3000,
+      "history": [
+        {
+          "role": "user",
+          "content": "Plan a trip from Xidan to Wangfujing. ⚠ Line 1: No service between Pingguoyuan and Wukesong this weekend due to track renewal. Free shuttle buses available between affected stations."
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">route_planner</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">Xidan → Wangfujing</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">4 stops · 0 transfers · 3 min</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;origin&quot;: &quot;Xidan&quot;,\n  &quot;destination&quot;: &quot;Wangfujing&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;route_id&quot;: &quot;route_2aae880835a5&quot;,\n  &quot;stops&quot;: [\n    {\n      &quot;station_id&quot;: &quot;BJM-XID&quot;,\n      &quot;station_name&quot;: &quot;Xidan&quot;,\n      &quot;line&quot;: &quot;1&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;BJM-TIA&quot;,\n      &quot;station_name&quot;: &quot;Tian&#x27;anmenxi&quot;,\n      &quot;line&quot;: &quot;1&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;BJM-TIA2&quot;,\n      &quot;station_name&quot;: &quot;Tian&#x27;anmendong&quot;,\n      &quot;line&quot;: &quot;1&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;BJM-WAN&quot;,\n      &quot;station_name&quot;: &quot;Wangfujing&quot;,\n      &quot;line&quot;: &quot;1&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    }\n  ],\n  &quot;transfers&quot;: 0,\n  &quot;estimated_minutes&quot;: 3.3,\n  &quot;distance_miles&quot;: 1.66,\n  &quot;line_sequence&quot;: [\n    &quot;1&quot;\n  ]\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">disruption_feed</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">line 1</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">1 active</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;line&quot;: &quot;1&quot;,\n  &quot;severity_filter&quot;: &quot;all&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;disruptions&quot;: [\n    {\n      &quot;id&quot;: &quot;pm-line1-west&quot;,\n      &quot;line&quot;: &quot;1&quot;,\n      &quot;segment&quot;: [\n        &quot;BJM-PIN&quot;,\n        &quot;BJM-GUC&quot;,\n        &quot;BJM-BAP&quot;,\n        &quot;BJM-BAB&quot;,\n        &quot;BJM-YUL&quot;,\n        &quot;BJM-WUK&quot;\n      ],\n      &quot;type&quot;: &quot;planned_maintenance&quot;,\n      &quot;severity&quot;: &quot;warning&quot;,\n      &quot;message&quot;: &quot;Line 1: No service between Pingguoyuan and Wukesong this weekend due to track renewal. Free shuttle buses available between affected stations.&quot;,\n      &quot;alternative&quot;: &quot;Free shuttle bus between Pingguoyuan and Wukesong&quot;,\n      &quot;eta_resolution&quot;: &quot;Service resumes Tuesday 5:00 AM&quot;,\n      &quot;valid_from&quot;: &quot;2026-03-09T06:00:00&quot;,\n      &quot;valid_until&quot;: &quot;2026-03-10T05:00:00&quot;\n    }\n  ]\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">disruption_feed</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">@Xidan</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">0 active</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;station&quot;: &quot;Xidan&quot;,\n  &quot;severity_filter&quot;: &quot;all&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;disruptions&quot;: []\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">disruption_feed</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">@Wangfujing</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">0 active</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;station&quot;: &quot;Wangfujing&quot;,\n  &quot;severity_filter&quot;: &quot;all&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;disruptions&quot;: []\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">station_info</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">4 stations</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">—</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;station_ids&quot;: [\n    &quot;BJM-XID&quot;,\n    &quot;BJM-TIA&quot;,\n    &quot;BJM-TIA2&quot;,\n    &quot;BJM-WAN&quot;\n  ],\n  &quot;query_type&quot;: &quot;accessibility&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;results&quot;: [\n    {\n      &quot;station_id&quot;: &quot;BJM-XID&quot;,\n      &quot;data&quot;: {\n        &quot;name&quot;: &quot;Xidan&quot;,\n        &quot;accessibility&quot;: {\n          &quot;elevator&quot;: true,\n          &quot;escalator&quot;: true,\n          &quot;step_free&quot;: true,\n          &quot;tactile_paving&quot;: true,\n          &quot;wide_gate&quot;: true\n        }\n      }\n    },\n    {\n      &quot;station_id&quot;: &quot;BJM-TIA&quot;,\n      &quot;data&quot;: {\n        &quot;name&quot;: &quot;Tian&#x27;anmenxi&quot;,\n        &quot;accessibility&quot;: {\n          &quot;elevator&quot;: true,\n          &quot;escalator&quot;: true,\n          &quot;step_free&quot;: true,\n          &quot;tactile_paving&quot;: true,\n          &quot;wide_gate&quot;: false\n        }\n      }\n    },\n    {\n      &quot;station_id&quot;: &quot;BJM-TIA2&quot;,\n      &quot;data&quot;: {\n        &quot;name&quot;: &quot;Tian&#x27;anmendong&quot;,\n        &quot;accessibility&quot;: {\n          &quot;elevator&quot;: true,\n          &quot;escalator&quot;: true,\n          &quot;step_free&quot;: true,\n          &quot;tactile_paving&quot;: true,\n          &quot;wide_gate&quot;: false\n        }\n      }\n    },\n    {\n      &quot;station_id&quot;: &quot;BJM-WAN&quot;,\n      &quot;data&quot;: {\n        &quot;name&quot;: &quot;Wangfujing&quot;,\n        &quot;accessibility&quot;: {\n          &quot;elevator&quot;: true,\n          &quot;escalator&quot;: true,\n          &quot;step_free&quot;: true,\n          &quot;tactile_paving&quot;: true,\n          &quot;wide_gate&quot;: true\n        }\n      }\n    }\n  ]\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">fare_calculator</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">1× adults · route_2aae880835a5</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">total CNY 3.0</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;route_id&quot;: &quot;route_2aae880835a5&quot;,\n  &quot;passengers&quot;: {\n    &quot;adults&quot;: 1\n  },\n  &quot;ticket_type&quot;: &quot;single&quot;,\n  &quot;payment_method&quot;: &quot;smartcard&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;fare_id&quot;: &quot;fare_019646283faa&quot;,\n  &quot;line_items&quot;: [\n    {\n      &quot;label&quot;: &quot;Adult x1&quot;,\n      &quot;amount&quot;: 3.0,\n      &quot;currency&quot;: &quot;CNY&quot;\n    }\n  ],\n  &quot;subtotal&quot;: 3.0,\n  &quot;discounts&quot;: [],\n  &quot;total&quot;: 3.0,\n  &quot;currency&quot;: &quot;CNY&quot;\n}</pre></details></div>"
+        }
+      ],
+      "route": null,
+      "kiosk": null
+    },
+    {
+      "t_ms": 3400,
+      "history": [
+        {
+          "role": "user",
+          "content": "Plan a trip from Xidan to Wangfujing. ⚠ Line 1: No service between Pingguoyuan and Wukesong this weekend due to track renewal. Free shuttle buses available between affected stations."
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">route_planner</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">Xidan → Wangfujing</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">4 stops · 0 transfers · 3 min</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;origin&quot;: &quot;Xidan&quot;,\n  &quot;destination&quot;: &quot;Wangfujing&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;route_id&quot;: &quot;route_2aae880835a5&quot;,\n  &quot;stops&quot;: [\n    {\n      &quot;station_id&quot;: &quot;BJM-XID&quot;,\n      &quot;station_name&quot;: &quot;Xidan&quot;,\n      &quot;line&quot;: &quot;1&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;BJM-TIA&quot;,\n      &quot;station_name&quot;: &quot;Tian&#x27;anmenxi&quot;,\n      &quot;line&quot;: &quot;1&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;BJM-TIA2&quot;,\n      &quot;station_name&quot;: &quot;Tian&#x27;anmendong&quot;,\n      &quot;line&quot;: &quot;1&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;BJM-WAN&quot;,\n      &quot;station_name&quot;: &quot;Wangfujing&quot;,\n      &quot;line&quot;: &quot;1&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    }\n  ],\n  &quot;transfers&quot;: 0,\n  &quot;estimated_minutes&quot;: 3.3,\n  &quot;distance_miles&quot;: 1.66,\n  &quot;line_sequence&quot;: [\n    &quot;1&quot;\n  ]\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">disruption_feed</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">line 1</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">1 active</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;line&quot;: &quot;1&quot;,\n  &quot;severity_filter&quot;: &quot;all&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;disruptions&quot;: [\n    {\n      &quot;id&quot;: &quot;pm-line1-west&quot;,\n      &quot;line&quot;: &quot;1&quot;,\n      &quot;segment&quot;: [\n        &quot;BJM-PIN&quot;,\n        &quot;BJM-GUC&quot;,\n        &quot;BJM-BAP&quot;,\n        &quot;BJM-BAB&quot;,\n        &quot;BJM-YUL&quot;,\n        &quot;BJM-WUK&quot;\n      ],\n      &quot;type&quot;: &quot;planned_maintenance&quot;,\n      &quot;severity&quot;: &quot;warning&quot;,\n      &quot;message&quot;: &quot;Line 1: No service between Pingguoyuan and Wukesong this weekend due to track renewal. Free shuttle buses available between affected stations.&quot;,\n      &quot;alternative&quot;: &quot;Free shuttle bus between Pingguoyuan and Wukesong&quot;,\n      &quot;eta_resolution&quot;: &quot;Service resumes Tuesday 5:00 AM&quot;,\n      &quot;valid_from&quot;: &quot;2026-03-09T06:00:00&quot;,\n      &quot;valid_until&quot;: &quot;2026-03-10T05:00:00&quot;\n    }\n  ]\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">disruption_feed</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">@Xidan</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">0 active</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;station&quot;: &quot;Xidan&quot;,\n  &quot;severity_filter&quot;: &quot;all&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;disruptions&quot;: []\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">disruption_feed</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">@Wangfujing</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">0 active</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;station&quot;: &quot;Wangfujing&quot;,\n  &quot;severity_filter&quot;: &quot;all&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;disruptions&quot;: []\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">station_info</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">4 stations</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">—</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;station_ids&quot;: [\n    &quot;BJM-XID&quot;,\n    &quot;BJM-TIA&quot;,\n    &quot;BJM-TIA2&quot;,\n    &quot;BJM-WAN&quot;\n  ],\n  &quot;query_type&quot;: &quot;accessibility&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;results&quot;: [\n    {\n      &quot;station_id&quot;: &quot;BJM-XID&quot;,\n      &quot;data&quot;: {\n        &quot;name&quot;: &quot;Xidan&quot;,\n        &quot;accessibility&quot;: {\n          &quot;elevator&quot;: true,\n          &quot;escalator&quot;: true,\n          &quot;step_free&quot;: true,\n          &quot;tactile_paving&quot;: true,\n          &quot;wide_gate&quot;: true\n        }\n      }\n    },\n    {\n      &quot;station_id&quot;: &quot;BJM-TIA&quot;,\n      &quot;data&quot;: {\n        &quot;name&quot;: &quot;Tian&#x27;anmenxi&quot;,\n        &quot;accessibility&quot;: {\n          &quot;elevator&quot;: true,\n          &quot;escalator&quot;: true,\n          &quot;step_free&quot;: true,\n          &quot;tactile_paving&quot;: true,\n          &quot;wide_gate&quot;: false\n        }\n      }\n    },\n    {\n      &quot;station_id&quot;: &quot;BJM-TIA2&quot;,\n      &quot;data&quot;: {\n        &quot;name&quot;: &quot;Tian&#x27;anmendong&quot;,\n        &quot;accessibility&quot;: {\n          &quot;elevator&quot;: true,\n          &quot;escalator&quot;: true,\n          &quot;step_free&quot;: true,\n          &quot;tactile_paving&quot;: true,\n          &quot;wide_gate&quot;: false\n        }\n      }\n    },\n    {\n      &quot;station_id&quot;: &quot;BJM-WAN&quot;,\n      &quot;data&quot;: {\n        &quot;name&quot;: &quot;Wangfujing&quot;,\n        &quot;accessibility&quot;: {\n          &quot;elevator&quot;: true,\n          &quot;escalator&quot;: true,\n          &quot;step_free&quot;: true,\n          &quot;tactile_paving&quot;: true,\n          &quot;wide_gate&quot;: true\n        }\n      }\n    }\n  ]\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">fare_calculator</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">1× adults · route_2aae880835a5</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">total CNY 3.0</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;route_id&quot;: &quot;route_2aae880835a5&quot;,\n  &quot;passengers&quot;: {\n    &quot;adults&quot;: 1\n  },\n  &quot;ticket_type&quot;: &quot;single&quot;,\n  &quot;payment_method&quot;: &quot;smartcard&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;fare_id&quot;: &quot;fare_019646283faa&quot;,\n  &quot;line_items&quot;: [\n    {\n      &quot;label&quot;: &quot;Adult x1&quot;,\n      &quot;amount&quot;: 3.0,\n      &quot;currency&quot;: &quot;CNY&quot;\n    }\n  ],\n  &quot;subtotal&quot;: 3.0,\n  &quot;discounts&quot;: [],\n  &quot;total&quot;: 3.0,\n  &quot;currency&quot;: &quot;CNY&quot;\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">submit_assistant_state</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">route_and_fare_ready / prompt_purchase</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">accepted</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;outcome&quot;: &quot;route_and_fare_ready&quot;,\n  &quot;kiosk_action&quot;: {\n    &quot;action&quot;: &quot;prompt_purchase&quot;,\n    &quot;reason_code&quot;: &quot;ok&quot;\n  },\n  &quot;assistant_message&quot;: &quot;Your journey from Xidan to Wangfujing is ready. Travel time: approximately 3 minutes on Line 1. Fare: ¥3.00 for one adult. All stations on your route have step-free access with elevators.&quot;,\n  &quot;route&quot;: {\n    &quot;origin&quot;: &quot;Xidan&quot;,\n    &quot;destination&quot;: &quot;Wangfujing&quot;,\n    &quot;stops&quot;: [\n      {\n        &quot;station_id&quot;: &quot;BJM-XID&quot;,\n        &quot;station_name&quot;: &quot;Xidan&quot;,\n        &quot;line&quot;: &quot;1&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;BJM-TIA&quot;,\n        &quot;station_name&quot;: &quot;Tian&#x27;anmenxi&quot;,\n        &quot;line&quot;: &quot;1&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;BJM-TIA2&quot;,\n        &quot;station_name&quot;: &quot;Tian&#x27;anmendong&quot;,\n        &quot;line&quot;: &quot;1&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;BJM-WAN&quot;,\n        &quot;station_name&quot;: &quot;Wangfujing&quot;,\n        &quot;line&quot;: &quot;1&quot;,\n        &quot;is_transfer&quot;: false\n      }\n    ],\n    &quot;transfers&quot;: 0,\n    &quot;estimated_minutes&quot;: 3,\n    &quot;distance_miles&quot;: 1.66,\n    &quot;line_sequence&quot;: [\n      &quot;1&quot;\n    ]\n  },\n  &quot;fare_quote&quot;: {\n    &quot;total&quot;: 3,\n    &quot;currency&quot;: &quot;CNY&quot;,\n    &quot;passenger_summary&quot;: {\n      &quot;adults&quot;: 1,\n      &quot;children&quot;: 0,\n      &quot;seniors&quot;: 0,\n      &quot;disabled&quot;: 0,\n      &quot;free_riders&quot;: 0\n    },\n    &quot;line_items&quot;: [\n      {\n        &quot;rider_type&quot;: &quot;adult&quot;,\n        &quot;count&quot;: 1,\n        &quot;unit_fare&quot;: 3,\n        &quot;subtotal&quot;: 3,\n        &quot;currency&quot;: &quot;CNY&quot;\n      }\n    ],\n    &quot;discounts&quot;: []\n  },\n  &quot;advisory_banners&quot;: [\n    {\n      &quot;severity&quot;: &quot;info&quot;,\n      &quot;title&quot;: &quot;Line 1 Maintenance Notice&quot;,\n      &quot;body&quot;: &quot;Line 1 has planned track renewal between Pingguoyuan and Wukesong this weekend. Free shuttle buses are available between affected stations. Your route from Xidan to Wangfujing is not affected by this maintenance.&quot;\n    }\n  ]\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;accepted&quot;: true,\n  &quot;response_id&quot;: &quot;2a7b1be093c5&quot;\n}</pre></details></div>"
+        }
+      ],
+      "route": null,
+      "kiosk": null
+    },
+    {
+      "t_ms": 3600,
+      "history": [
+        {
+          "role": "user",
+          "content": "Plan a trip from Xidan to Wangfujing. ⚠ Line 1: No service between Pingguoyuan and Wukesong this weekend due to track renewal. Free shuttle buses available between affected stations."
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">route_planner</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">Xidan → Wangfujing</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">4 stops · 0 transfers · 3 min</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;origin&quot;: &quot;Xidan&quot;,\n  &quot;destination&quot;: &quot;Wangfujing&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;route_id&quot;: &quot;route_2aae880835a5&quot;,\n  &quot;stops&quot;: [\n    {\n      &quot;station_id&quot;: &quot;BJM-XID&quot;,\n      &quot;station_name&quot;: &quot;Xidan&quot;,\n      &quot;line&quot;: &quot;1&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;BJM-TIA&quot;,\n      &quot;station_name&quot;: &quot;Tian&#x27;anmenxi&quot;,\n      &quot;line&quot;: &quot;1&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;BJM-TIA2&quot;,\n      &quot;station_name&quot;: &quot;Tian&#x27;anmendong&quot;,\n      &quot;line&quot;: &quot;1&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;BJM-WAN&quot;,\n      &quot;station_name&quot;: &quot;Wangfujing&quot;,\n      &quot;line&quot;: &quot;1&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    }\n  ],\n  &quot;transfers&quot;: 0,\n  &quot;estimated_minutes&quot;: 3.3,\n  &quot;distance_miles&quot;: 1.66,\n  &quot;line_sequence&quot;: [\n    &quot;1&quot;\n  ]\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">disruption_feed</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">line 1</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">1 active</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;line&quot;: &quot;1&quot;,\n  &quot;severity_filter&quot;: &quot;all&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;disruptions&quot;: [\n    {\n      &quot;id&quot;: &quot;pm-line1-west&quot;,\n      &quot;line&quot;: &quot;1&quot;,\n      &quot;segment&quot;: [\n        &quot;BJM-PIN&quot;,\n        &quot;BJM-GUC&quot;,\n        &quot;BJM-BAP&quot;,\n        &quot;BJM-BAB&quot;,\n        &quot;BJM-YUL&quot;,\n        &quot;BJM-WUK&quot;\n      ],\n      &quot;type&quot;: &quot;planned_maintenance&quot;,\n      &quot;severity&quot;: &quot;warning&quot;,\n      &quot;message&quot;: &quot;Line 1: No service between Pingguoyuan and Wukesong this weekend due to track renewal. Free shuttle buses available between affected stations.&quot;,\n      &quot;alternative&quot;: &quot;Free shuttle bus between Pingguoyuan and Wukesong&quot;,\n      &quot;eta_resolution&quot;: &quot;Service resumes Tuesday 5:00 AM&quot;,\n      &quot;valid_from&quot;: &quot;2026-03-09T06:00:00&quot;,\n      &quot;valid_until&quot;: &quot;2026-03-10T05:00:00&quot;\n    }\n  ]\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">disruption_feed</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">@Xidan</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">0 active</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;station&quot;: &quot;Xidan&quot;,\n  &quot;severity_filter&quot;: &quot;all&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;disruptions&quot;: []\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">disruption_feed</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">@Wangfujing</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">0 active</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;station&quot;: &quot;Wangfujing&quot;,\n  &quot;severity_filter&quot;: &quot;all&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;disruptions&quot;: []\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">station_info</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">4 stations</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">—</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;station_ids&quot;: [\n    &quot;BJM-XID&quot;,\n    &quot;BJM-TIA&quot;,\n    &quot;BJM-TIA2&quot;,\n    &quot;BJM-WAN&quot;\n  ],\n  &quot;query_type&quot;: &quot;accessibility&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;results&quot;: [\n    {\n      &quot;station_id&quot;: &quot;BJM-XID&quot;,\n      &quot;data&quot;: {\n        &quot;name&quot;: &quot;Xidan&quot;,\n        &quot;accessibility&quot;: {\n          &quot;elevator&quot;: true,\n          &quot;escalator&quot;: true,\n          &quot;step_free&quot;: true,\n          &quot;tactile_paving&quot;: true,\n          &quot;wide_gate&quot;: true\n        }\n      }\n    },\n    {\n      &quot;station_id&quot;: &quot;BJM-TIA&quot;,\n      &quot;data&quot;: {\n        &quot;name&quot;: &quot;Tian&#x27;anmenxi&quot;,\n        &quot;accessibility&quot;: {\n          &quot;elevator&quot;: true,\n          &quot;escalator&quot;: true,\n          &quot;step_free&quot;: true,\n          &quot;tactile_paving&quot;: true,\n          &quot;wide_gate&quot;: false\n        }\n      }\n    },\n    {\n      &quot;station_id&quot;: &quot;BJM-TIA2&quot;,\n      &quot;data&quot;: {\n        &quot;name&quot;: &quot;Tian&#x27;anmendong&quot;,\n        &quot;accessibility&quot;: {\n          &quot;elevator&quot;: true,\n          &quot;escalator&quot;: true,\n          &quot;step_free&quot;: true,\n          &quot;tactile_paving&quot;: true,\n          &quot;wide_gate&quot;: false\n        }\n      }\n    },\n    {\n      &quot;station_id&quot;: &quot;BJM-WAN&quot;,\n      &quot;data&quot;: {\n        &quot;name&quot;: &quot;Wangfujing&quot;,\n        &quot;accessibility&quot;: {\n          &quot;elevator&quot;: true,\n          &quot;escalator&quot;: true,\n          &quot;step_free&quot;: true,\n          &quot;tactile_paving&quot;: true,\n          &quot;wide_gate&quot;: true\n        }\n      }\n    }\n  ]\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">fare_calculator</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">1× adults · route_2aae880835a5</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">total CNY 3.0</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;route_id&quot;: &quot;route_2aae880835a5&quot;,\n  &quot;passengers&quot;: {\n    &quot;adults&quot;: 1\n  },\n  &quot;ticket_type&quot;: &quot;single&quot;,\n  &quot;payment_method&quot;: &quot;smartcard&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;fare_id&quot;: &quot;fare_019646283faa&quot;,\n  &quot;line_items&quot;: [\n    {\n      &quot;label&quot;: &quot;Adult x1&quot;,\n      &quot;amount&quot;: 3.0,\n      &quot;currency&quot;: &quot;CNY&quot;\n    }\n  ],\n  &quot;subtotal&quot;: 3.0,\n  &quot;discounts&quot;: [],\n  &quot;total&quot;: 3.0,\n  &quot;currency&quot;: &quot;CNY&quot;\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">submit_assistant_state</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">route_and_fare_ready / prompt_purchase</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">accepted</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;outcome&quot;: &quot;route_and_fare_ready&quot;,\n  &quot;kiosk_action&quot;: {\n    &quot;action&quot;: &quot;prompt_purchase&quot;,\n    &quot;reason_code&quot;: &quot;ok&quot;\n  },\n  &quot;assistant_message&quot;: &quot;Your journey from Xidan to Wangfujing is ready. Travel time: approximately 3 minutes on Line 1. Fare: ¥3.00 for one adult. All stations on your route have step-free access with elevators.&quot;,\n  &quot;route&quot;: {\n    &quot;origin&quot;: &quot;Xidan&quot;,\n    &quot;destination&quot;: &quot;Wangfujing&quot;,\n    &quot;stops&quot;: [\n      {\n        &quot;station_id&quot;: &quot;BJM-XID&quot;,\n        &quot;station_name&quot;: &quot;Xidan&quot;,\n        &quot;line&quot;: &quot;1&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;BJM-TIA&quot;,\n        &quot;station_name&quot;: &quot;Tian&#x27;anmenxi&quot;,\n        &quot;line&quot;: &quot;1&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;BJM-TIA2&quot;,\n        &quot;station_name&quot;: &quot;Tian&#x27;anmendong&quot;,\n        &quot;line&quot;: &quot;1&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;BJM-WAN&quot;,\n        &quot;station_name&quot;: &quot;Wangfujing&quot;,\n        &quot;line&quot;: &quot;1&quot;,\n        &quot;is_transfer&quot;: false\n      }\n    ],\n    &quot;transfers&quot;: 0,\n    &quot;estimated_minutes&quot;: 3,\n    &quot;distance_miles&quot;: 1.66,\n    &quot;line_sequence&quot;: [\n      &quot;1&quot;\n    ]\n  },\n  &quot;fare_quote&quot;: {\n    &quot;total&quot;: 3,\n    &quot;currency&quot;: &quot;CNY&quot;,\n    &quot;passenger_summary&quot;: {\n      &quot;adults&quot;: 1,\n      &quot;children&quot;: 0,\n      &quot;seniors&quot;: 0,\n      &quot;disabled&quot;: 0,\n      &quot;free_riders&quot;: 0\n    },\n    &quot;line_items&quot;: [\n      {\n        &quot;rider_type&quot;: &quot;adult&quot;,\n        &quot;count&quot;: 1,\n        &quot;unit_fare&quot;: 3,\n        &quot;subtotal&quot;: 3,\n        &quot;currency&quot;: &quot;CNY&quot;\n      }\n    ],\n    &quot;discounts&quot;: []\n  },\n  &quot;advisory_banners&quot;: [\n    {\n      &quot;severity&quot;: &quot;info&quot;,\n      &quot;title&quot;: &quot;Line 1 Maintenance Notice&quot;,\n      &quot;body&quot;: &quot;Line 1 has planned track renewal between Pingguoyuan and Wukesong this weekend. Free shuttle buses are available between affected stations. Your route from Xidan to Wangfujing is not affected by this maintenance.&quot;\n    }\n  ]\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;accepted&quot;: true,\n  &quot;response_id&quot;: &quot;2a7b1be093c5&quot;\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "Your journey from Xidan to Wangfujing is ready. Travel time: approximately 3 minutes on Line 1. Fare: ¥3.00 for one adult. All stations on your route have step-free access with elevators."
+        }
+      ],
+      "route": [
+        {
+          "station_id": "BJM-XID",
+          "name": "Xidan",
+          "lat": null,
+          "lon": null,
+          "line": "1",
+          "is_transfer": false
+        },
+        {
+          "station_id": "BJM-TIA",
+          "name": "Tian'anmenxi",
+          "lat": null,
+          "lon": null,
+          "line": "1",
+          "is_transfer": false
+        },
+        {
+          "station_id": "BJM-TIA2",
+          "name": "Tian'anmendong",
+          "lat": null,
+          "lon": null,
+          "line": "1",
+          "is_transfer": false
+        },
+        {
+          "station_id": "BJM-WAN",
+          "name": "Wangfujing",
+          "lat": null,
+          "lon": null,
+          "line": "1",
+          "is_transfer": false
+        }
+      ],
+      "kiosk": {
+        "outcome": "route_and_fare_ready",
+        "message": "Your journey from Xidan to Wangfujing is ready. Travel time: approximately 3 minutes on Line 1. Fare: ¥3.00 for one adult. All stations on your route have step-free access with elevators.",
+        "fare": {
+          "total": 3,
+          "currency": "CNY",
+          "passenger_summary": {
+            "adults": 1,
+            "children": 0,
+            "seniors": 0,
+            "disabled": 0,
+            "free_riders": 0
+          },
+          "line_items": [
+            {
+              "rider_type": "adult",
+              "count": 1,
+              "unit_fare": 3,
+              "subtotal": 3,
+              "currency": "CNY"
+            }
+          ],
+          "discounts": []
+        },
+        "advisories": [
+          {
+            "severity": "info",
+            "title": "Line 1 Maintenance Notice",
+            "body": "Line 1 has planned track renewal between Pingguoyuan and Wukesong this weekend. Free shuttle buses are available between affected stations. Your route from Xidan to Wangfujing is not affected by this maintenance."
+          }
+        ],
+        "action": {
+          "action": "prompt_purchase",
+          "reason_code": "ok"
+        }
+      }
+    }
+  ]
+}

data/replays/cta.json

@@ -0,0 +1,295 @@
+{
+  "system": "cta",
+  "scenario_id": "howard_to_clark_lake_red_north_pm",
+  "captured_at": "2026-05-18T17:20:28Z",
+  "model": "9b-metro-v23",
+  "source": "llama-server",
+  "duration_ms": 2800,
+  "snapshots": [
+    {
+      "t_ms": 0,
+      "history": [
+        {
+          "role": "user",
+          "content": "Plan a trip from Howard to Clark/Lake. ⚠ Red Line: No service between Howard and Belmont this weekend due to track renewal. Free shuttle buses available between affected stations."
+        }
+      ],
+      "route": null,
+      "kiosk": null
+    },
+    {
+      "t_ms": 1000,
+      "history": [
+        {
+          "role": "user",
+          "content": "Plan a trip from Howard to Clark/Lake. ⚠ Red Line: No service between Howard and Belmont this weekend due to track renewal. Free shuttle buses available between affected stations."
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">route_planner</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">Howard → Clark/Lake</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">11 stops · 0 transfers · 19 min</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;origin&quot;: &quot;Howard&quot;,\n  &quot;destination&quot;: &quot;Clark/Lake&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;route_id&quot;: &quot;route_f2cbf1937f29&quot;,\n  &quot;stops&quot;: [\n    {\n      &quot;station_id&quot;: &quot;CTA-HOW&quot;,\n      &quot;station_name&quot;: &quot;Howard&quot;,\n      &quot;line&quot;: &quot;purple&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;CTA-WIL&quot;,\n      &quot;station_name&quot;: &quot;Wilson&quot;,\n      &quot;line&quot;: &quot;purple&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;CTA-BLM&quot;,\n      &quot;station_name&quot;: &quot;Belmont&quot;,\n      &quot;line&quot;: &quot;purple&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;CTA-WEL&quot;,\n      &quot;station_name&quot;: &quot;Wellington&quot;,\n      &quot;line&quot;: &quot;purple&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;CTA-DVY&quot;,\n      &quot;station_name&quot;: &quot;Diversey&quot;,\n      &quot;line&quot;: &quot;purple&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;CTA-FUL&quot;,\n      &quot;station_name&quot;: &quot;Fullerton&quot;,\n      &quot;line&quot;: &quot;purple&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;CTA-ARM&quot;,\n      &quot;station_name&quot;: &quot;Armitage&quot;,\n      &quot;line&quot;: &quot;purple&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;CTA-SED&quot;,\n      &quot;station_name…</pre></details></div>"
+        }
+      ],
+      "route": null,
+      "kiosk": null
+    },
+    {
+      "t_ms": 1400,
+      "history": [
+        {
+          "role": "user",
+          "content": "Plan a trip from Howard to Clark/Lake. ⚠ Red Line: No service between Howard and Belmont this weekend due to track renewal. Free shuttle buses available between affected stations."
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">route_planner</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">Howard → Clark/Lake</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">11 stops · 0 transfers · 19 min</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;origin&quot;: &quot;Howard&quot;,\n  &quot;destination&quot;: &quot;Clark/Lake&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;route_id&quot;: &quot;route_f2cbf1937f29&quot;,\n  &quot;stops&quot;: [\n    {\n      &quot;station_id&quot;: &quot;CTA-HOW&quot;,\n      &quot;station_name&quot;: &quot;Howard&quot;,\n      &quot;line&quot;: &quot;purple&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;CTA-WIL&quot;,\n      &quot;station_name&quot;: &quot;Wilson&quot;,\n      &quot;line&quot;: &quot;purple&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;CTA-BLM&quot;,\n      &quot;station_name&quot;: &quot;Belmont&quot;,\n      &quot;line&quot;: &quot;purple&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;CTA-WEL&quot;,\n      &quot;station_name&quot;: &quot;Wellington&quot;,\n      &quot;line&quot;: &quot;purple&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;CTA-DVY&quot;,\n      &quot;station_name&quot;: &quot;Diversey&quot;,\n      &quot;line&quot;: &quot;purple&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;CTA-FUL&quot;,\n      &quot;station_name&quot;: &quot;Fullerton&quot;,\n      &quot;line&quot;: &quot;purple&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;CTA-ARM&quot;,\n      &quot;station_name&quot;: &quot;Armitage&quot;,\n      &quot;line&quot;: &quot;purple&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;CTA-SED&quot;,\n      &quot;station_name…</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">disruption_feed</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">line Red Line</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">1 active</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;line&quot;: &quot;Red Line&quot;,\n  &quot;severity_filter&quot;: &quot;all&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;disruptions&quot;: [\n    {\n      &quot;id&quot;: &quot;pm-red-north&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;segment&quot;: [\n        &quot;CTA-HOW&quot;,\n        &quot;CTA-JRV&quot;,\n        &quot;CTA-LYL&quot;,\n        &quot;CTA-GRN&quot;,\n        &quot;CTA-THN&quot;,\n        &quot;CTA-BLM&quot;\n      ],\n      &quot;type&quot;: &quot;planned_maintenance&quot;,\n      &quot;severity&quot;: &quot;warning&quot;,\n      &quot;message&quot;: &quot;Red Line: No service between Howard and Belmont this weekend due to track renewal. Free shuttle buses available between affected stations.&quot;,\n      &quot;alternative&quot;: &quot;Free shuttle bus between Howard and Belmont&quot;,\n      &quot;eta_resolution&quot;: &quot;Service resumes Tuesday 4:00 AM&quot;,\n      &quot;valid_from&quot;: &quot;2026-03-09T06:00:00&quot;,\n      &quot;valid_until&quot;: &quot;2026-03-10T04:00:00&quot;\n    }\n  ]\n}</pre></details></div>"
+        }
+      ],
+      "route": null,
+      "kiosk": null
+    },
+    {
+      "t_ms": 1800,
+      "history": [
+        {
+          "role": "user",
+          "content": "Plan a trip from Howard to Clark/Lake. ⚠ Red Line: No service between Howard and Belmont this weekend due to track renewal. Free shuttle buses available between affected stations."
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">route_planner</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">Howard → Clark/Lake</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">11 stops · 0 transfers · 19 min</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;origin&quot;: &quot;Howard&quot;,\n  &quot;destination&quot;: &quot;Clark/Lake&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;route_id&quot;: &quot;route_f2cbf1937f29&quot;,\n  &quot;stops&quot;: [\n    {\n      &quot;station_id&quot;: &quot;CTA-HOW&quot;,\n      &quot;station_name&quot;: &quot;Howard&quot;,\n      &quot;line&quot;: &quot;purple&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;CTA-WIL&quot;,\n      &quot;station_name&quot;: &quot;Wilson&quot;,\n      &quot;line&quot;: &quot;purple&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;CTA-BLM&quot;,\n      &quot;station_name&quot;: &quot;Belmont&quot;,\n      &quot;line&quot;: &quot;purple&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;CTA-WEL&quot;,\n      &quot;station_name&quot;: &quot;Wellington&quot;,\n      &quot;line&quot;: &quot;purple&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;CTA-DVY&quot;,\n      &quot;station_name&quot;: &quot;Diversey&quot;,\n      &quot;line&quot;: &quot;purple&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;CTA-FUL&quot;,\n      &quot;station_name&quot;: &quot;Fullerton&quot;,\n      &quot;line&quot;: &quot;purple&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;CTA-ARM&quot;,\n      &quot;station_name&quot;: &quot;Armitage&quot;,\n      &quot;line&quot;: &quot;purple&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;CTA-SED&quot;,\n      &quot;station_name…</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">disruption_feed</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">line Red Line</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">1 active</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;line&quot;: &quot;Red Line&quot;,\n  &quot;severity_filter&quot;: &quot;all&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;disruptions&quot;: [\n    {\n      &quot;id&quot;: &quot;pm-red-north&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;segment&quot;: [\n        &quot;CTA-HOW&quot;,\n        &quot;CTA-JRV&quot;,\n        &quot;CTA-LYL&quot;,\n        &quot;CTA-GRN&quot;,\n        &quot;CTA-THN&quot;,\n        &quot;CTA-BLM&quot;\n      ],\n      &quot;type&quot;: &quot;planned_maintenance&quot;,\n      &quot;severity&quot;: &quot;warning&quot;,\n      &quot;message&quot;: &quot;Red Line: No service between Howard and Belmont this weekend due to track renewal. Free shuttle buses available between affected stations.&quot;,\n      &quot;alternative&quot;: &quot;Free shuttle bus between Howard and Belmont&quot;,\n      &quot;eta_resolution&quot;: &quot;Service resumes Tuesday 4:00 AM&quot;,\n      &quot;valid_from&quot;: &quot;2026-03-09T06:00:00&quot;,\n      &quot;valid_until&quot;: &quot;2026-03-10T04:00:00&quot;\n    }\n  ]\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">disruption_feed</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">line Purple Line</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">0 active</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;line&quot;: &quot;Purple Line&quot;,\n  &quot;severity_filter&quot;: &quot;all&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;disruptions&quot;: []\n}</pre></details></div>"
+        }
+      ],
+      "route": null,
+      "kiosk": null
+    },
+    {
+      "t_ms": 2200,
+      "history": [
+        {
+          "role": "user",
+          "content": "Plan a trip from Howard to Clark/Lake. ⚠ Red Line: No service between Howard and Belmont this weekend due to track renewal. Free shuttle buses available between affected stations."
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">route_planner</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">Howard → Clark/Lake</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">11 stops · 0 transfers · 19 min</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;origin&quot;: &quot;Howard&quot;,\n  &quot;destination&quot;: &quot;Clark/Lake&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;route_id&quot;: &quot;route_f2cbf1937f29&quot;,\n  &quot;stops&quot;: [\n    {\n      &quot;station_id&quot;: &quot;CTA-HOW&quot;,\n      &quot;station_name&quot;: &quot;Howard&quot;,\n      &quot;line&quot;: &quot;purple&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;CTA-WIL&quot;,\n      &quot;station_name&quot;: &quot;Wilson&quot;,\n      &quot;line&quot;: &quot;purple&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;CTA-BLM&quot;,\n      &quot;station_name&quot;: &quot;Belmont&quot;,\n      &quot;line&quot;: &quot;purple&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;CTA-WEL&quot;,\n      &quot;station_name&quot;: &quot;Wellington&quot;,\n      &quot;line&quot;: &quot;purple&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;CTA-DVY&quot;,\n      &quot;station_name&quot;: &quot;Diversey&quot;,\n      &quot;line&quot;: &quot;purple&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;CTA-FUL&quot;,\n      &quot;station_name&quot;: &quot;Fullerton&quot;,\n      &quot;line&quot;: &quot;purple&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;CTA-ARM&quot;,\n      &quot;station_name&quot;: &quot;Armitage&quot;,\n      &quot;line&quot;: &quot;purple&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;CTA-SED&quot;,\n      &quot;station_name…</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">disruption_feed</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">line Red Line</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">1 active</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;line&quot;: &quot;Red Line&quot;,\n  &quot;severity_filter&quot;: &quot;all&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;disruptions&quot;: [\n    {\n      &quot;id&quot;: &quot;pm-red-north&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;segment&quot;: [\n        &quot;CTA-HOW&quot;,\n        &quot;CTA-JRV&quot;,\n        &quot;CTA-LYL&quot;,\n        &quot;CTA-GRN&quot;,\n        &quot;CTA-THN&quot;,\n        &quot;CTA-BLM&quot;\n      ],\n      &quot;type&quot;: &quot;planned_maintenance&quot;,\n      &quot;severity&quot;: &quot;warning&quot;,\n      &quot;message&quot;: &quot;Red Line: No service between Howard and Belmont this weekend due to track renewal. Free shuttle buses available between affected stations.&quot;,\n      &quot;alternative&quot;: &quot;Free shuttle bus between Howard and Belmont&quot;,\n      &quot;eta_resolution&quot;: &quot;Service resumes Tuesday 4:00 AM&quot;,\n      &quot;valid_from&quot;: &quot;2026-03-09T06:00:00&quot;,\n      &quot;valid_until&quot;: &quot;2026-03-10T04:00:00&quot;\n    }\n  ]\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">disruption_feed</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">line Purple Line</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">0 active</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;line&quot;: &quot;Purple Line&quot;,\n  &quot;severity_filter&quot;: &quot;all&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;disruptions&quot;: []\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">fare_calculator</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">1× adults · route_f2cbf1937f29</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">total USD 3.0</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;route_id&quot;: &quot;route_f2cbf1937f29&quot;,\n  &quot;passengers&quot;: {\n    &quot;adults&quot;: 1\n  },\n  &quot;ticket_type&quot;: &quot;single&quot;,\n  &quot;payment_method&quot;: &quot;contactless&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;fare_id&quot;: &quot;fare_c5e64611929c&quot;,\n  &quot;line_items&quot;: [\n    {\n      &quot;label&quot;: &quot;Adult x1&quot;,\n      &quot;amount&quot;: 3.0,\n      &quot;currency&quot;: &quot;USD&quot;\n    }\n  ],\n  &quot;subtotal&quot;: 3.0,\n  &quot;discounts&quot;: [],\n  &quot;total&quot;: 3.0,\n  &quot;currency&quot;: &quot;USD&quot;\n}</pre></details></div>"
+        }
+      ],
+      "route": null,
+      "kiosk": null
+    },
+    {
+      "t_ms": 2600,
+      "history": [
+        {
+          "role": "user",
+          "content": "Plan a trip from Howard to Clark/Lake. ⚠ Red Line: No service between Howard and Belmont this weekend due to track renewal. Free shuttle buses available between affected stations."
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">route_planner</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">Howard → Clark/Lake</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">11 stops · 0 transfers · 19 min</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;origin&quot;: &quot;Howard&quot;,\n  &quot;destination&quot;: &quot;Clark/Lake&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;route_id&quot;: &quot;route_f2cbf1937f29&quot;,\n  &quot;stops&quot;: [\n    {\n      &quot;station_id&quot;: &quot;CTA-HOW&quot;,\n      &quot;station_name&quot;: &quot;Howard&quot;,\n      &quot;line&quot;: &quot;purple&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;CTA-WIL&quot;,\n      &quot;station_name&quot;: &quot;Wilson&quot;,\n      &quot;line&quot;: &quot;purple&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;CTA-BLM&quot;,\n      &quot;station_name&quot;: &quot;Belmont&quot;,\n      &quot;line&quot;: &quot;purple&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;CTA-WEL&quot;,\n      &quot;station_name&quot;: &quot;Wellington&quot;,\n      &quot;line&quot;: &quot;purple&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;CTA-DVY&quot;,\n      &quot;station_name&quot;: &quot;Diversey&quot;,\n      &quot;line&quot;: &quot;purple&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;CTA-FUL&quot;,\n      &quot;station_name&quot;: &quot;Fullerton&quot;,\n      &quot;line&quot;: &quot;purple&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;CTA-ARM&quot;,\n      &quot;station_name&quot;: &quot;Armitage&quot;,\n      &quot;line&quot;: &quot;purple&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;CTA-SED&quot;,\n      &quot;station_name…</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">disruption_feed</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">line Red Line</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">1 active</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;line&quot;: &quot;Red Line&quot;,\n  &quot;severity_filter&quot;: &quot;all&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;disruptions&quot;: [\n    {\n      &quot;id&quot;: &quot;pm-red-north&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;segment&quot;: [\n        &quot;CTA-HOW&quot;,\n        &quot;CTA-JRV&quot;,\n        &quot;CTA-LYL&quot;,\n        &quot;CTA-GRN&quot;,\n        &quot;CTA-THN&quot;,\n        &quot;CTA-BLM&quot;\n      ],\n      &quot;type&quot;: &quot;planned_maintenance&quot;,\n      &quot;severity&quot;: &quot;warning&quot;,\n      &quot;message&quot;: &quot;Red Line: No service between Howard and Belmont this weekend due to track renewal. Free shuttle buses available between affected stations.&quot;,\n      &quot;alternative&quot;: &quot;Free shuttle bus between Howard and Belmont&quot;,\n      &quot;eta_resolution&quot;: &quot;Service resumes Tuesday 4:00 AM&quot;,\n      &quot;valid_from&quot;: &quot;2026-03-09T06:00:00&quot;,\n      &quot;valid_until&quot;: &quot;2026-03-10T04:00:00&quot;\n    }\n  ]\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">disruption_feed</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">line Purple Line</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">0 active</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;line&quot;: &quot;Purple Line&quot;,\n  &quot;severity_filter&quot;: &quot;all&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;disruptions&quot;: []\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">fare_calculator</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">1× adults · route_f2cbf1937f29</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">total USD 3.0</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;route_id&quot;: &quot;route_f2cbf1937f29&quot;,\n  &quot;passengers&quot;: {\n    &quot;adults&quot;: 1\n  },\n  &quot;ticket_type&quot;: &quot;single&quot;,\n  &quot;payment_method&quot;: &quot;contactless&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;fare_id&quot;: &quot;fare_c5e64611929c&quot;,\n  &quot;line_items&quot;: [\n    {\n      &quot;label&quot;: &quot;Adult x1&quot;,\n      &quot;amount&quot;: 3.0,\n      &quot;currency&quot;: &quot;USD&quot;\n    }\n  ],\n  &quot;subtotal&quot;: 3.0,\n  &quot;discounts&quot;: [],\n  &quot;total&quot;: 3.0,\n  &quot;currency&quot;: &quot;USD&quot;\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">submit_assistant_state</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">route_and_fare_ready / prompt_purchase</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">accepted</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;outcome&quot;: &quot;route_and_fare_ready&quot;,\n  &quot;kiosk_action&quot;: {\n    &quot;action&quot;: &quot;prompt_purchase&quot;,\n    &quot;reason_code&quot;: &quot;ok&quot;\n  },\n  &quot;assistant_message&quot;: &quot;Your trip from Howard to Clark/Lake is ready. Route: Purple Line, 19 minutes, $3.00. Note: Red Line has no service between Howard and Belmont this weekend due to track renewal - free shuttle buses are available. Your route uses the Purple Line which is not affected.&quot;,\n  &quot;route&quot;: {\n    &quot;origin&quot;: &quot;Howard&quot;,\n    &quot;destination&quot;: &quot;Clark/Lake&quot;,\n    &quot;stops&quot;: [\n      {\n        &quot;station_id&quot;: &quot;CTA-HOW&quot;,\n        &quot;station_name&quot;: &quot;Howard&quot;,\n        &quot;line&quot;: &quot;purple&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;CTA-WIL&quot;,\n        &quot;station_name&quot;: &quot;Wilson&quot;,\n        &quot;line&quot;: &quot;purple&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;CTA-BLM&quot;,\n        &quot;station_name&quot;: &quot;Belmont&quot;,\n        &quot;line&quot;: &quot;purple&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;CTA-WEL&quot;,\n        &quot;station_name&quot;: &quot;Wellington&quot;,\n        &quot;line&quot;: &quot;purple&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;CTA-DVY&quot;,\n        &quot;station_name&quot;: &quot;Diversey&quot;,\n        &quot;line&quot;: &quot;purple&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;CTA-FUL&quot;,\n        &quot;station_name&quot;: &quot;Fullerton&quot;,\n        &quot;line&quot;: &quot;purple&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;CTA-ARM&quot;,\n        &quot;station_name&quot;: &quot;Armitage&quot;,\n        &quot;line&quot;: &quot;purple&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;CTA-SED&quot;,\n        &quot;station_name&quot;: &quot;Sedgwick&quot;,\n        &quot;line&quot;: &quot;purple&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;CTA-CHI2&quot;,\n        &quot;station_name&quot;: &quot;Chicago (Brown/Purple)&quot;,\n        &quot;line&quot;: &quot;purple&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;CTA-MRC&quot;,\n        &quot;station_name&quot;: &quot;Merchandise Mart&quot;,\n        &quot;line&quot;: &quot;purple&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;CTA-CLK&quot;,\n        &quot;station_name&quot;: &quot;Clark/Lake&quot;,\n        &quot;line&quot;: &quot;purple&quot;,\n        &quot;is_transfer&quot;: false\n      }\n    ],\n    &quot;transfers&quot;: 0,\n    &quot;estimated_minutes&quot;: 19,\n    &quot;distance_miles&quot;: 9.71,\n    &quot;line_sequence&quot;: [\n      &quot;purple&quot;\n    ]\n  },\n  &quot;fare_quote&quot;: {\n    &quot;total&quot;: 3.0,\n    &quot;currency&quot;: &quot;USD&quot;,\n    &quot;passenger_summary&quot;: {\n      &quot;adults&quot;: 1,\n      &quot;children&quot;: 0,\n      &quot;seniors&quot;: 0,\n      &quot;disabled&quot;: 0,\n      &quot;free_riders&quot;: 0\n    },\n    &quot;line_items&quot;: [\n      {\n        &quot;rider_type&quot;: &quot;adult&quot;,\n        &quot;count&quot;: 1,\n        &quot;unit_fare&quot;: 3.0,\n        &quot;subtotal&quot;: 3.0,\n        &quot;currency&quot;: &quot;USD&quot;\n      }\n    ],\n    &quot;discounts&quot;: []\n  },\n  &quot;advisory_banners&quot;: [\n    {\n      &quot;severity&quot;: &quot;warning&quot;,\n      &quot;title&quot;: &quot;Red Line Service Disruption&quot;,\n      &quot;body&quot;: &quot;Red Line has no service between Howard and Belmont this weekend due to track renewal. Free shuttle buses are available between affected stations. Your route uses the Purple Line which is not affected by this disruption.&quot;\n    }\n  ]\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;accepted&quot;: true,\n  &quot;response_id&quot;: &quot;ca581ef6490b&quot;\n}</pre></details></div>"
+        }
+      ],
+      "route": null,
+      "kiosk": null
+    },
+    {
+      "t_ms": 2800,
+      "history": [
+        {
+          "role": "user",
+          "content": "Plan a trip from Howard to Clark/Lake. ⚠ Red Line: No service between Howard and Belmont this weekend due to track renewal. Free shuttle buses available between affected stations."
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">route_planner</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">Howard → Clark/Lake</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">11 stops · 0 transfers · 19 min</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;origin&quot;: &quot;Howard&quot;,\n  &quot;destination&quot;: &quot;Clark/Lake&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;route_id&quot;: &quot;route_f2cbf1937f29&quot;,\n  &quot;stops&quot;: [\n    {\n      &quot;station_id&quot;: &quot;CTA-HOW&quot;,\n      &quot;station_name&quot;: &quot;Howard&quot;,\n      &quot;line&quot;: &quot;purple&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;CTA-WIL&quot;,\n      &quot;station_name&quot;: &quot;Wilson&quot;,\n      &quot;line&quot;: &quot;purple&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;CTA-BLM&quot;,\n      &quot;station_name&quot;: &quot;Belmont&quot;,\n      &quot;line&quot;: &quot;purple&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;CTA-WEL&quot;,\n      &quot;station_name&quot;: &quot;Wellington&quot;,\n      &quot;line&quot;: &quot;purple&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;CTA-DVY&quot;,\n      &quot;station_name&quot;: &quot;Diversey&quot;,\n      &quot;line&quot;: &quot;purple&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;CTA-FUL&quot;,\n      &quot;station_name&quot;: &quot;Fullerton&quot;,\n      &quot;line&quot;: &quot;purple&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;CTA-ARM&quot;,\n      &quot;station_name&quot;: &quot;Armitage&quot;,\n      &quot;line&quot;: &quot;purple&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;CTA-SED&quot;,\n      &quot;station_name…</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">disruption_feed</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">line Red Line</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">1 active</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;line&quot;: &quot;Red Line&quot;,\n  &quot;severity_filter&quot;: &quot;all&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;disruptions&quot;: [\n    {\n      &quot;id&quot;: &quot;pm-red-north&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;segment&quot;: [\n        &quot;CTA-HOW&quot;,\n        &quot;CTA-JRV&quot;,\n        &quot;CTA-LYL&quot;,\n        &quot;CTA-GRN&quot;,\n        &quot;CTA-THN&quot;,\n        &quot;CTA-BLM&quot;\n      ],\n      &quot;type&quot;: &quot;planned_maintenance&quot;,\n      &quot;severity&quot;: &quot;warning&quot;,\n      &quot;message&quot;: &quot;Red Line: No service between Howard and Belmont this weekend due to track renewal. Free shuttle buses available between affected stations.&quot;,\n      &quot;alternative&quot;: &quot;Free shuttle bus between Howard and Belmont&quot;,\n      &quot;eta_resolution&quot;: &quot;Service resumes Tuesday 4:00 AM&quot;,\n      &quot;valid_from&quot;: &quot;2026-03-09T06:00:00&quot;,\n      &quot;valid_until&quot;: &quot;2026-03-10T04:00:00&quot;\n    }\n  ]\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">disruption_feed</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">line Purple Line</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">0 active</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;line&quot;: &quot;Purple Line&quot;,\n  &quot;severity_filter&quot;: &quot;all&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;disruptions&quot;: []\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">fare_calculator</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">1× adults · route_f2cbf1937f29</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">total USD 3.0</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;route_id&quot;: &quot;route_f2cbf1937f29&quot;,\n  &quot;passengers&quot;: {\n    &quot;adults&quot;: 1\n  },\n  &quot;ticket_type&quot;: &quot;single&quot;,\n  &quot;payment_method&quot;: &quot;contactless&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;fare_id&quot;: &quot;fare_c5e64611929c&quot;,\n  &quot;line_items&quot;: [\n    {\n      &quot;label&quot;: &quot;Adult x1&quot;,\n      &quot;amount&quot;: 3.0,\n      &quot;currency&quot;: &quot;USD&quot;\n    }\n  ],\n  &quot;subtotal&quot;: 3.0,\n  &quot;discounts&quot;: [],\n  &quot;total&quot;: 3.0,\n  &quot;currency&quot;: &quot;USD&quot;\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">submit_assistant_state</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">route_and_fare_ready / prompt_purchase</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">accepted</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;outcome&quot;: &quot;route_and_fare_ready&quot;,\n  &quot;kiosk_action&quot;: {\n    &quot;action&quot;: &quot;prompt_purchase&quot;,\n    &quot;reason_code&quot;: &quot;ok&quot;\n  },\n  &quot;assistant_message&quot;: &quot;Your trip from Howard to Clark/Lake is ready. Route: Purple Line, 19 minutes, $3.00. Note: Red Line has no service between Howard and Belmont this weekend due to track renewal - free shuttle buses are available. Your route uses the Purple Line which is not affected.&quot;,\n  &quot;route&quot;: {\n    &quot;origin&quot;: &quot;Howard&quot;,\n    &quot;destination&quot;: &quot;Clark/Lake&quot;,\n    &quot;stops&quot;: [\n      {\n        &quot;station_id&quot;: &quot;CTA-HOW&quot;,\n        &quot;station_name&quot;: &quot;Howard&quot;,\n        &quot;line&quot;: &quot;purple&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;CTA-WIL&quot;,\n        &quot;station_name&quot;: &quot;Wilson&quot;,\n        &quot;line&quot;: &quot;purple&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;CTA-BLM&quot;,\n        &quot;station_name&quot;: &quot;Belmont&quot;,\n        &quot;line&quot;: &quot;purple&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;CTA-WEL&quot;,\n        &quot;station_name&quot;: &quot;Wellington&quot;,\n        &quot;line&quot;: &quot;purple&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;CTA-DVY&quot;,\n        &quot;station_name&quot;: &quot;Diversey&quot;,\n        &quot;line&quot;: &quot;purple&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;CTA-FUL&quot;,\n        &quot;station_name&quot;: &quot;Fullerton&quot;,\n        &quot;line&quot;: &quot;purple&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;CTA-ARM&quot;,\n        &quot;station_name&quot;: &quot;Armitage&quot;,\n        &quot;line&quot;: &quot;purple&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;CTA-SED&quot;,\n        &quot;station_name&quot;: &quot;Sedgwick&quot;,\n        &quot;line&quot;: &quot;purple&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;CTA-CHI2&quot;,\n        &quot;station_name&quot;: &quot;Chicago (Brown/Purple)&quot;,\n        &quot;line&quot;: &quot;purple&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;CTA-MRC&quot;,\n        &quot;station_name&quot;: &quot;Merchandise Mart&quot;,\n        &quot;line&quot;: &quot;purple&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;CTA-CLK&quot;,\n        &quot;station_name&quot;: &quot;Clark/Lake&quot;,\n        &quot;line&quot;: &quot;purple&quot;,\n        &quot;is_transfer&quot;: false\n      }\n    ],\n    &quot;transfers&quot;: 0,\n    &quot;estimated_minutes&quot;: 19,\n    &quot;distance_miles&quot;: 9.71,\n    &quot;line_sequence&quot;: [\n      &quot;purple&quot;\n    ]\n  },\n  &quot;fare_quote&quot;: {\n    &quot;total&quot;: 3.0,\n    &quot;currency&quot;: &quot;USD&quot;,\n    &quot;passenger_summary&quot;: {\n      &quot;adults&quot;: 1,\n      &quot;children&quot;: 0,\n      &quot;seniors&quot;: 0,\n      &quot;disabled&quot;: 0,\n      &quot;free_riders&quot;: 0\n    },\n    &quot;line_items&quot;: [\n      {\n        &quot;rider_type&quot;: &quot;adult&quot;,\n        &quot;count&quot;: 1,\n        &quot;unit_fare&quot;: 3.0,\n        &quot;subtotal&quot;: 3.0,\n        &quot;currency&quot;: &quot;USD&quot;\n      }\n    ],\n    &quot;discounts&quot;: []\n  },\n  &quot;advisory_banners&quot;: [\n    {\n      &quot;severity&quot;: &quot;warning&quot;,\n      &quot;title&quot;: &quot;Red Line Service Disruption&quot;,\n      &quot;body&quot;: &quot;Red Line has no service between Howard and Belmont this weekend due to track renewal. Free shuttle buses are available between affected stations. Your route uses the Purple Line which is not affected by this disruption.&quot;\n    }\n  ]\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;accepted&quot;: true,\n  &quot;response_id&quot;: &quot;ca581ef6490b&quot;\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "Your trip from Howard to Clark/Lake is ready. Route: Purple Line, 19 minutes, $3.00. Note: Red Line has no service between Howard and Belmont this weekend due to track renewal - free shuttle buses are available. Your route uses the Purple Line which is not affected."
+        }
+      ],
+      "route": [
+        {
+          "station_id": "CTA-HOW",
+          "name": "Howard",
+          "lat": null,
+          "lon": null,
+          "line": "purple",
+          "is_transfer": false
+        },
+        {
+          "station_id": "CTA-WIL",
+          "name": "Wilson",
+          "lat": null,
+          "lon": null,
+          "line": "purple",
+          "is_transfer": false
+        },
+        {
+          "station_id": "CTA-BLM",
+          "name": "Belmont",
+          "lat": null,
+          "lon": null,
+          "line": "purple",
+          "is_transfer": false
+        },
+        {
+          "station_id": "CTA-WEL",
+          "name": "Wellington",
+          "lat": null,
+          "lon": null,
+          "line": "purple",
+          "is_transfer": false
+        },
+        {
+          "station_id": "CTA-DVY",
+          "name": "Diversey",
+          "lat": null,
+          "lon": null,
+          "line": "purple",
+          "is_transfer": false
+        },
+        {
+          "station_id": "CTA-FUL",
+          "name": "Fullerton",
+          "lat": null,
+          "lon": null,
+          "line": "purple",
+          "is_transfer": false
+        },
+        {
+          "station_id": "CTA-ARM",
+          "name": "Armitage",
+          "lat": null,
+          "lon": null,
+          "line": "purple",
+          "is_transfer": false
+        },
+        {
+          "station_id": "CTA-SED",
+          "name": "Sedgwick",
+          "lat": null,
+          "lon": null,
+          "line": "purple",
+          "is_transfer": false
+        },
+        {
+          "station_id": "CTA-CHI2",
+          "name": "Chicago (Brown/Purple)",
+          "lat": null,
+          "lon": null,
+          "line": "purple",
+          "is_transfer": false
+        },
+        {
+          "station_id": "CTA-MRC",
+          "name": "Merchandise Mart",
+          "lat": null,
+          "lon": null,
+          "line": "purple",
+          "is_transfer": false
+        },
+        {
+          "station_id": "CTA-CLK",
+          "name": "Clark/Lake",
+          "lat": null,
+          "lon": null,
+          "line": "purple",
+          "is_transfer": false
+        }
+      ],
+      "kiosk": {
+        "outcome": "route_and_fare_ready",
+        "message": "Your trip from Howard to Clark/Lake is ready. Route: Purple Line, 19 minutes, $3.00. Note: Red Line has no service between Howard and Belmont this weekend due to track renewal - free shuttle buses are available. Your route uses the Purple Line which is not affected.",
+        "fare": {
+          "total": 3.0,
+          "currency": "USD",
+          "passenger_summary": {
+            "adults": 1,
+            "children": 0,
+            "seniors": 0,
+            "disabled": 0,
+            "free_riders": 0
+          },
+          "line_items": [
+            {
+              "rider_type": "adult",
+              "count": 1,
+              "unit_fare": 3.0,
+              "subtotal": 3.0,
+              "currency": "USD"
+            }
+          ],
+          "discounts": []
+        },
+        "advisories": [
+          {
+            "severity": "warning",
+            "title": "Red Line Service Disruption",
+            "body": "Red Line has no service between Howard and Belmont this weekend due to track renewal. Free shuttle buses are available between affected stations. Your route uses the Purple Line which is not affected by this disruption."
+          }
+        ],
+        "action": {
+          "action": "prompt_purchase",
+          "reason_code": "ok"
+        }
+      }
+    }
+  ]
+}

data/replays/doha.json

@@ -0,0 +1,326 @@
+{
+  "system": "doha",
+  "scenario_id": "lusail_to_msheireb_red_pm",
+  "captured_at": "2026-05-18T17:19:43Z",
+  "model": "9b-metro-v23",
+  "source": "llama-server",
+  "duration_ms": 3200,
+  "snapshots": [
+    {
+      "t_ms": 0,
+      "history": [
+        {
+          "role": "user",
+          "content": "Plan a trip from Lusail QNB to Msheireb. ⚠ Red Line: No service between Oqba Ibn Nafie and Al Wakra this weekend due to track maintenance. Free bus replacement service available between affected stations. Airport branch service unaffected."
+        }
+      ],
+      "route": null,
+      "kiosk": null
+    },
+    {
+      "t_ms": 1000,
+      "history": [
+        {
+          "role": "user",
+          "content": "Plan a trip from Lusail QNB to Msheireb. ⚠ Red Line: No service between Oqba Ibn Nafie and Al Wakra this weekend due to track maintenance. Free bus replacement service available between affected stations. Airport branch service unaffected."
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">route_planner</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">Lusail QNB → Msheireb</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">10 stops · 0 transfers · 22 min</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;origin&quot;: &quot;Lusail QNB&quot;,\n  &quot;destination&quot;: &quot;Msheireb&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;route_id&quot;: &quot;route_cd179f6f0f0b&quot;,\n  &quot;stops&quot;: [\n    {\n      &quot;station_id&quot;: &quot;DOHA-LUS&quot;,\n      &quot;station_name&quot;: &quot;Lusail QNB&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;DOHA-QU&quot;,\n      &quot;station_name&quot;: &quot;Qatar University&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;DOHA-LEG&quot;,\n      &quot;station_name&quot;: &quot;Legtaifiya&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;DOHA-KAT&quot;,\n      &quot;station_name&quot;: &quot;Katara&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;DOHA-QAS&quot;,\n      &quot;station_name&quot;: &quot;Al Qassar&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;DOHA-DEC&quot;,\n      &quot;station_name&quot;: &quot;DECC&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;DOHA-WBQ&quot;,\n      &quot;station_name&quot;: &quot;West Bay Qatar Energy&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;DOHA-COR&quot;,\n      &quot;stat…</pre></details></div>"
+        }
+      ],
+      "route": null,
+      "kiosk": null
+    },
+    {
+      "t_ms": 1400,
+      "history": [
+        {
+          "role": "user",
+          "content": "Plan a trip from Lusail QNB to Msheireb. ⚠ Red Line: No service between Oqba Ibn Nafie and Al Wakra this weekend due to track maintenance. Free bus replacement service available between affected stations. Airport branch service unaffected."
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">route_planner</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">Lusail QNB → Msheireb</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">10 stops · 0 transfers · 22 min</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;origin&quot;: &quot;Lusail QNB&quot;,\n  &quot;destination&quot;: &quot;Msheireb&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;route_id&quot;: &quot;route_cd179f6f0f0b&quot;,\n  &quot;stops&quot;: [\n    {\n      &quot;station_id&quot;: &quot;DOHA-LUS&quot;,\n      &quot;station_name&quot;: &quot;Lusail QNB&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;DOHA-QU&quot;,\n      &quot;station_name&quot;: &quot;Qatar University&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;DOHA-LEG&quot;,\n      &quot;station_name&quot;: &quot;Legtaifiya&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;DOHA-KAT&quot;,\n      &quot;station_name&quot;: &quot;Katara&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;DOHA-QAS&quot;,\n      &quot;station_name&quot;: &quot;Al Qassar&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;DOHA-DEC&quot;,\n      &quot;station_name&quot;: &quot;DECC&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;DOHA-WBQ&quot;,\n      &quot;station_name&quot;: &quot;West Bay Qatar Energy&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;DOHA-COR&quot;,\n      &quot;stat…</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">disruption_feed</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">line Red Line</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">0 active</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;line&quot;: &quot;Red Line&quot;,\n  &quot;severity_filter&quot;: &quot;all&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;disruptions&quot;: []\n}</pre></details></div>"
+        }
+      ],
+      "route": null,
+      "kiosk": null
+    },
+    {
+      "t_ms": 1800,
+      "history": [
+        {
+          "role": "user",
+          "content": "Plan a trip from Lusail QNB to Msheireb. ⚠ Red Line: No service between Oqba Ibn Nafie and Al Wakra this weekend due to track maintenance. Free bus replacement service available between affected stations. Airport branch service unaffected."
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">route_planner</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">Lusail QNB → Msheireb</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">10 stops · 0 transfers · 22 min</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;origin&quot;: &quot;Lusail QNB&quot;,\n  &quot;destination&quot;: &quot;Msheireb&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;route_id&quot;: &quot;route_cd179f6f0f0b&quot;,\n  &quot;stops&quot;: [\n    {\n      &quot;station_id&quot;: &quot;DOHA-LUS&quot;,\n      &quot;station_name&quot;: &quot;Lusail QNB&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;DOHA-QU&quot;,\n      &quot;station_name&quot;: &quot;Qatar University&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;DOHA-LEG&quot;,\n      &quot;station_name&quot;: &quot;Legtaifiya&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;DOHA-KAT&quot;,\n      &quot;station_name&quot;: &quot;Katara&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;DOHA-QAS&quot;,\n      &quot;station_name&quot;: &quot;Al Qassar&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;DOHA-DEC&quot;,\n      &quot;station_name&quot;: &quot;DECC&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;DOHA-WBQ&quot;,\n      &quot;station_name&quot;: &quot;West Bay Qatar Energy&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;DOHA-COR&quot;,\n      &quot;stat…</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">disruption_feed</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">line Red Line</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">0 active</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;line&quot;: &quot;Red Line&quot;,\n  &quot;severity_filter&quot;: &quot;all&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;disruptions&quot;: []\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">disruption_feed</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">all disruptions</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">1 active</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;severity_filter&quot;: &quot;all&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;disruptions&quot;: [\n    {\n      &quot;id&quot;: &quot;pm-red-south&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;segment&quot;: [\n        &quot;DOHA-OQB&quot;,\n        &quot;DOHA-FRZ&quot;,\n        &quot;DOHA-RBF&quot;,\n        &quot;DOHA-WKR&quot;\n      ],\n      &quot;type&quot;: &quot;planned_maintenance&quot;,\n      &quot;severity&quot;: &quot;warning&quot;,\n      &quot;message&quot;: &quot;Red Line: No service between Oqba Ibn Nafie and Al Wakra this weekend due to track maintenance. Free bus replacement service available between affected stations. Airport branch service unaffected.&quot;,\n      &quot;alternative&quot;: &quot;Free bus replacement between Oqba Ibn Nafie and Al Wakra&quot;,\n      &quot;eta_resolution&quot;: &quot;Service resumes Tuesday 5:00 AM&quot;,\n      &quot;valid_from&quot;: &quot;2026-03-09T06:00:00&quot;,\n      &quot;valid_until&quot;: &quot;2026-03-10T05:00:00&quot;\n    }\n  ]\n}</pre></details></div>"
+        }
+      ],
+      "route": null,
+      "kiosk": null
+    },
+    {
+      "t_ms": 2200,
+      "history": [
+        {
+          "role": "user",
+          "content": "Plan a trip from Lusail QNB to Msheireb. ⚠ Red Line: No service between Oqba Ibn Nafie and Al Wakra this weekend due to track maintenance. Free bus replacement service available between affected stations. Airport branch service unaffected."
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">route_planner</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">Lusail QNB → Msheireb</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">10 stops · 0 transfers · 22 min</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;origin&quot;: &quot;Lusail QNB&quot;,\n  &quot;destination&quot;: &quot;Msheireb&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;route_id&quot;: &quot;route_cd179f6f0f0b&quot;,\n  &quot;stops&quot;: [\n    {\n      &quot;station_id&quot;: &quot;DOHA-LUS&quot;,\n      &quot;station_name&quot;: &quot;Lusail QNB&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;DOHA-QU&quot;,\n      &quot;station_name&quot;: &quot;Qatar University&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;DOHA-LEG&quot;,\n      &quot;station_name&quot;: &quot;Legtaifiya&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;DOHA-KAT&quot;,\n      &quot;station_name&quot;: &quot;Katara&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;DOHA-QAS&quot;,\n      &quot;station_name&quot;: &quot;Al Qassar&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;DOHA-DEC&quot;,\n      &quot;station_name&quot;: &quot;DECC&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;DOHA-WBQ&quot;,\n      &quot;station_name&quot;: &quot;West Bay Qatar Energy&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;DOHA-COR&quot;,\n      &quot;stat…</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">disruption_feed</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">line Red Line</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">0 active</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;line&quot;: &quot;Red Line&quot;,\n  &quot;severity_filter&quot;: &quot;all&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;disruptions&quot;: []\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">disruption_feed</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">all disruptions</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">1 active</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;severity_filter&quot;: &quot;all&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;disruptions&quot;: [\n    {\n      &quot;id&quot;: &quot;pm-red-south&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;segment&quot;: [\n        &quot;DOHA-OQB&quot;,\n        &quot;DOHA-FRZ&quot;,\n        &quot;DOHA-RBF&quot;,\n        &quot;DOHA-WKR&quot;\n      ],\n      &quot;type&quot;: &quot;planned_maintenance&quot;,\n      &quot;severity&quot;: &quot;warning&quot;,\n      &quot;message&quot;: &quot;Red Line: No service between Oqba Ibn Nafie and Al Wakra this weekend due to track maintenance. Free bus replacement service available between affected stations. Airport branch service unaffected.&quot;,\n      &quot;alternative&quot;: &quot;Free bus replacement between Oqba Ibn Nafie and Al Wakra&quot;,\n      &quot;eta_resolution&quot;: &quot;Service resumes Tuesday 5:00 AM&quot;,\n      &quot;valid_from&quot;: &quot;2026-03-09T06:00:00&quot;,\n      &quot;valid_until&quot;: &quot;2026-03-10T05:00:00&quot;\n    }\n  ]\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">fare_calculator</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">1× adults · route_cd179f6f0f0b</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">total QAR 2.0</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;route_id&quot;: &quot;route_cd179f6f0f0b&quot;,\n  &quot;passengers&quot;: {\n    &quot;adults&quot;: 1\n  },\n  &quot;ticket_type&quot;: &quot;single&quot;,\n  &quot;payment_method&quot;: &quot;smartcard&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;fare_id&quot;: &quot;fare_35da8646bb56&quot;,\n  &quot;line_items&quot;: [\n    {\n      &quot;label&quot;: &quot;Adult x1&quot;,\n      &quot;amount&quot;: 2.0,\n      &quot;currency&quot;: &quot;QAR&quot;\n    }\n  ],\n  &quot;subtotal&quot;: 2.0,\n  &quot;discounts&quot;: [],\n  &quot;total&quot;: 2.0,\n  &quot;currency&quot;: &quot;QAR&quot;\n}</pre></details></div>"
+        }
+      ],
+      "route": null,
+      "kiosk": null
+    },
+    {
+      "t_ms": 2600,
+      "history": [
+        {
+          "role": "user",
+          "content": "Plan a trip from Lusail QNB to Msheireb. ⚠ Red Line: No service between Oqba Ibn Nafie and Al Wakra this weekend due to track maintenance. Free bus replacement service available between affected stations. Airport branch service unaffected."
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">route_planner</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">Lusail QNB → Msheireb</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">10 stops · 0 transfers · 22 min</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;origin&quot;: &quot;Lusail QNB&quot;,\n  &quot;destination&quot;: &quot;Msheireb&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;route_id&quot;: &quot;route_cd179f6f0f0b&quot;,\n  &quot;stops&quot;: [\n    {\n      &quot;station_id&quot;: &quot;DOHA-LUS&quot;,\n      &quot;station_name&quot;: &quot;Lusail QNB&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;DOHA-QU&quot;,\n      &quot;station_name&quot;: &quot;Qatar University&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;DOHA-LEG&quot;,\n      &quot;station_name&quot;: &quot;Legtaifiya&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;DOHA-KAT&quot;,\n      &quot;station_name&quot;: &quot;Katara&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;DOHA-QAS&quot;,\n      &quot;station_name&quot;: &quot;Al Qassar&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;DOHA-DEC&quot;,\n      &quot;station_name&quot;: &quot;DECC&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;DOHA-WBQ&quot;,\n      &quot;station_name&quot;: &quot;West Bay Qatar Energy&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;DOHA-COR&quot;,\n      &quot;stat…</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">disruption_feed</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">line Red Line</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">0 active</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;line&quot;: &quot;Red Line&quot;,\n  &quot;severity_filter&quot;: &quot;all&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;disruptions&quot;: []\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">disruption_feed</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">all disruptions</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">1 active</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;severity_filter&quot;: &quot;all&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;disruptions&quot;: [\n    {\n      &quot;id&quot;: &quot;pm-red-south&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;segment&quot;: [\n        &quot;DOHA-OQB&quot;,\n        &quot;DOHA-FRZ&quot;,\n        &quot;DOHA-RBF&quot;,\n        &quot;DOHA-WKR&quot;\n      ],\n      &quot;type&quot;: &quot;planned_maintenance&quot;,\n      &quot;severity&quot;: &quot;warning&quot;,\n      &quot;message&quot;: &quot;Red Line: No service between Oqba Ibn Nafie and Al Wakra this weekend due to track maintenance. Free bus replacement service available between affected stations. Airport branch service unaffected.&quot;,\n      &quot;alternative&quot;: &quot;Free bus replacement between Oqba Ibn Nafie and Al Wakra&quot;,\n      &quot;eta_resolution&quot;: &quot;Service resumes Tuesday 5:00 AM&quot;,\n      &quot;valid_from&quot;: &quot;2026-03-09T06:00:00&quot;,\n      &quot;valid_until&quot;: &quot;2026-03-10T05:00:00&quot;\n    }\n  ]\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">fare_calculator</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">1× adults · route_cd179f6f0f0b</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">total QAR 2.0</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;route_id&quot;: &quot;route_cd179f6f0f0b&quot;,\n  &quot;passengers&quot;: {\n    &quot;adults&quot;: 1\n  },\n  &quot;ticket_type&quot;: &quot;single&quot;,\n  &quot;payment_method&quot;: &quot;smartcard&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;fare_id&quot;: &quot;fare_35da8646bb56&quot;,\n  &quot;line_items&quot;: [\n    {\n      &quot;label&quot;: &quot;Adult x1&quot;,\n      &quot;amount&quot;: 2.0,\n      &quot;currency&quot;: &quot;QAR&quot;\n    }\n  ],\n  &quot;subtotal&quot;: 2.0,\n  &quot;discounts&quot;: [],\n  &quot;total&quot;: 2.0,\n  &quot;currency&quot;: &quot;QAR&quot;\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">station_info</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">10 stations</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">—</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;station_ids&quot;: [\n    &quot;DOHA-LUS&quot;,\n    &quot;DOHA-QU&quot;,\n    &quot;DOHA-LEG&quot;,\n    &quot;DOHA-KAT&quot;,\n    &quot;DOHA-QAS&quot;,\n    &quot;DOHA-DEC&quot;,\n    &quot;DOHA-WBQ&quot;,\n    &quot;DOHA-COR&quot;,\n    &quot;DOHA-BID&quot;,\n    &quot;DOHA-MSH&quot;\n  ],\n  &quot;query_type&quot;: &quot;accessibility&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;results&quot;: [\n    {\n      &quot;station_id&quot;: &quot;DOHA-LUS&quot;,\n      &quot;data&quot;: {\n        &quot;name&quot;: &quot;Lusail QNB&quot;,\n        &quot;accessibility&quot;: {\n          &quot;elevator&quot;: true,\n          &quot;escalator&quot;: true,\n          &quot;step_free&quot;: true,\n          &quot;tactile_paving&quot;: true,\n          &quot;wide_gate&quot;: true\n        }\n      }\n    },\n    {\n      &quot;station_id&quot;: &quot;DOHA-QU&quot;,\n      &quot;data&quot;: {\n        &quot;name&quot;: &quot;Qatar University&quot;,\n        &quot;accessibility&quot;: {\n          &quot;elevator&quot;: true,\n          &quot;escalator&quot;: true,\n          &quot;step_free&quot;: true,\n          &quot;tactile_paving&quot;: true,\n          &quot;wide_gate&quot;: true\n        }\n      }\n    },\n    {\n      &quot;station_id&quot;: &quot;DOHA-LEG&quot;,\n      &quot;data&quot;: {\n        &quot;name&quot;: &quot;Legtaifiya&quot;,\n        &quot;accessibility&quot;: {\n          &quot;elevator&quot;: true,\n          &quot;escalator&quot;: true,\n          &quot;step_free&quot;: true,\n          &quot;tactile_paving&quot;: true,\n          &quot;wide_gate&quot;: true\n        }\n      }\n    },\n    {\n      &quot;station_id&quot;: &quot;DOHA-KAT&quot;,\n      &quot;data&quot;: {\n        &quot;name&quot;: &quot;Katara&quot;,\n        &quot;accessibility&quot;: {\n          &quot;elevator&quot;: true,\n          &quot;escalator&quot;: true,\n          &quot;step_free&quot;: true,\n          &quot;tactile_paving&quot;: true,\n          &quot;wide_gate&quot;: true\n        }\n      }\n    },\n    {\n      &quot;station_id&quot;: &quot;DOHA-QAS&quot;,\n     …</pre></details></div>"
+        }
+      ],
+      "route": null,
+      "kiosk": null
+    },
+    {
+      "t_ms": 3000,
+      "history": [
+        {
+          "role": "user",
+          "content": "Plan a trip from Lusail QNB to Msheireb. ⚠ Red Line: No service between Oqba Ibn Nafie and Al Wakra this weekend due to track maintenance. Free bus replacement service available between affected stations. Airport branch service unaffected."
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">route_planner</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">Lusail QNB → Msheireb</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">10 stops · 0 transfers · 22 min</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;origin&quot;: &quot;Lusail QNB&quot;,\n  &quot;destination&quot;: &quot;Msheireb&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;route_id&quot;: &quot;route_cd179f6f0f0b&quot;,\n  &quot;stops&quot;: [\n    {\n      &quot;station_id&quot;: &quot;DOHA-LUS&quot;,\n      &quot;station_name&quot;: &quot;Lusail QNB&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;DOHA-QU&quot;,\n      &quot;station_name&quot;: &quot;Qatar University&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;DOHA-LEG&quot;,\n      &quot;station_name&quot;: &quot;Legtaifiya&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;DOHA-KAT&quot;,\n      &quot;station_name&quot;: &quot;Katara&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;DOHA-QAS&quot;,\n      &quot;station_name&quot;: &quot;Al Qassar&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;DOHA-DEC&quot;,\n      &quot;station_name&quot;: &quot;DECC&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;DOHA-WBQ&quot;,\n      &quot;station_name&quot;: &quot;West Bay Qatar Energy&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;DOHA-COR&quot;,\n      &quot;stat…</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">disruption_feed</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">line Red Line</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">0 active</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;line&quot;: &quot;Red Line&quot;,\n  &quot;severity_filter&quot;: &quot;all&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;disruptions&quot;: []\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">disruption_feed</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">all disruptions</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">1 active</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;severity_filter&quot;: &quot;all&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;disruptions&quot;: [\n    {\n      &quot;id&quot;: &quot;pm-red-south&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;segment&quot;: [\n        &quot;DOHA-OQB&quot;,\n        &quot;DOHA-FRZ&quot;,\n        &quot;DOHA-RBF&quot;,\n        &quot;DOHA-WKR&quot;\n      ],\n      &quot;type&quot;: &quot;planned_maintenance&quot;,\n      &quot;severity&quot;: &quot;warning&quot;,\n      &quot;message&quot;: &quot;Red Line: No service between Oqba Ibn Nafie and Al Wakra this weekend due to track maintenance. Free bus replacement service available between affected stations. Airport branch service unaffected.&quot;,\n      &quot;alternative&quot;: &quot;Free bus replacement between Oqba Ibn Nafie and Al Wakra&quot;,\n      &quot;eta_resolution&quot;: &quot;Service resumes Tuesday 5:00 AM&quot;,\n      &quot;valid_from&quot;: &quot;2026-03-09T06:00:00&quot;,\n      &quot;valid_until&quot;: &quot;2026-03-10T05:00:00&quot;\n    }\n  ]\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">fare_calculator</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">1× adults · route_cd179f6f0f0b</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">total QAR 2.0</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;route_id&quot;: &quot;route_cd179f6f0f0b&quot;,\n  &quot;passengers&quot;: {\n    &quot;adults&quot;: 1\n  },\n  &quot;ticket_type&quot;: &quot;single&quot;,\n  &quot;payment_method&quot;: &quot;smartcard&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;fare_id&quot;: &quot;fare_35da8646bb56&quot;,\n  &quot;line_items&quot;: [\n    {\n      &quot;label&quot;: &quot;Adult x1&quot;,\n      &quot;amount&quot;: 2.0,\n      &quot;currency&quot;: &quot;QAR&quot;\n    }\n  ],\n  &quot;subtotal&quot;: 2.0,\n  &quot;discounts&quot;: [],\n  &quot;total&quot;: 2.0,\n  &quot;currency&quot;: &quot;QAR&quot;\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">station_info</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">10 stations</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">—</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;station_ids&quot;: [\n    &quot;DOHA-LUS&quot;,\n    &quot;DOHA-QU&quot;,\n    &quot;DOHA-LEG&quot;,\n    &quot;DOHA-KAT&quot;,\n    &quot;DOHA-QAS&quot;,\n    &quot;DOHA-DEC&quot;,\n    &quot;DOHA-WBQ&quot;,\n    &quot;DOHA-COR&quot;,\n    &quot;DOHA-BID&quot;,\n    &quot;DOHA-MSH&quot;\n  ],\n  &quot;query_type&quot;: &quot;accessibility&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;results&quot;: [\n    {\n      &quot;station_id&quot;: &quot;DOHA-LUS&quot;,\n      &quot;data&quot;: {\n        &quot;name&quot;: &quot;Lusail QNB&quot;,\n        &quot;accessibility&quot;: {\n          &quot;elevator&quot;: true,\n          &quot;escalator&quot;: true,\n          &quot;step_free&quot;: true,\n          &quot;tactile_paving&quot;: true,\n          &quot;wide_gate&quot;: true\n        }\n      }\n    },\n    {\n      &quot;station_id&quot;: &quot;DOHA-QU&quot;,\n      &quot;data&quot;: {\n        &quot;name&quot;: &quot;Qatar University&quot;,\n        &quot;accessibility&quot;: {\n          &quot;elevator&quot;: true,\n          &quot;escalator&quot;: true,\n          &quot;step_free&quot;: true,\n          &quot;tactile_paving&quot;: true,\n          &quot;wide_gate&quot;: true\n        }\n      }\n    },\n    {\n      &quot;station_id&quot;: &quot;DOHA-LEG&quot;,\n      &quot;data&quot;: {\n        &quot;name&quot;: &quot;Legtaifiya&quot;,\n        &quot;accessibility&quot;: {\n          &quot;elevator&quot;: true,\n          &quot;escalator&quot;: true,\n          &quot;step_free&quot;: true,\n          &quot;tactile_paving&quot;: true,\n          &quot;wide_gate&quot;: true\n        }\n      }\n    },\n    {\n      &quot;station_id&quot;: &quot;DOHA-KAT&quot;,\n      &quot;data&quot;: {\n        &quot;name&quot;: &quot;Katara&quot;,\n        &quot;accessibility&quot;: {\n          &quot;elevator&quot;: true,\n          &quot;escalator&quot;: true,\n          &quot;step_free&quot;: true,\n          &quot;tactile_paving&quot;: true,\n          &quot;wide_gate&quot;: true\n        }\n      }\n    },\n    {\n      &quot;station_id&quot;: &quot;DOHA-QAS&quot;,\n     …</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">submit_assistant_state</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">route_and_fare_ready / prompt_purchase</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">accepted</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;outcome&quot;: &quot;route_and_fare_ready&quot;,\n  &quot;kiosk_action&quot;: {\n    &quot;action&quot;: &quot;prompt_purchase&quot;,\n    &quot;reason_code&quot;: &quot;ok&quot;\n  },\n  &quot;assistant_message&quot;: &quot;Your journey from Lusail QNB to Msheireb is ready. Direct route on Red Line, approximately 22 minutes. Fare: QR 2.00 for 1 adult. Please note: Red Line maintenance is scheduled between Oqba Ibn Nafie and Al Wakra this weekend with free bus replacement service. Your route is not affected by this maintenance.&quot;,\n  &quot;route&quot;: {\n    &quot;origin&quot;: &quot;Lusail QNB&quot;,\n    &quot;destination&quot;: &quot;Msheireb&quot;,\n    &quot;stops&quot;: [\n      {\n        &quot;station_id&quot;: &quot;DOHA-LUS&quot;,\n        &quot;station_name&quot;: &quot;Lusail QNB&quot;,\n        &quot;line&quot;: &quot;red&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;DOHA-QU&quot;,\n        &quot;station_name&quot;: &quot;Qatar University&quot;,\n        &quot;line&quot;: &quot;red&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;DOHA-LEG&quot;,\n        &quot;station_name&quot;: &quot;Legtaifiya&quot;,\n        &quot;line&quot;: &quot;red&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;DOHA-KAT&quot;,\n        &quot;station_name&quot;: &quot;Katara&quot;,\n        &quot;line&quot;: &quot;red&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;DOHA-QAS&quot;,\n        &quot;station_name&quot;: &quot;Al Qassar&quot;,\n        &quot;line&quot;: &quot;red&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;DOHA-DEC&quot;,\n        &quot;station_name&quot;: &quot;DECC&quot;,\n        &quot;line&quot;: &quot;red&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;DOHA-WBQ&quot;,\n        &quot;station_name&quot;: &quot;West Bay Qatar Energy&quot;,\n        &quot;line&quot;: &quot;red&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;DOHA-COR&quot;,\n        &quot;station_name&quot;: &quot;Corniche&quot;,\n        &quot;line&quot;: &quot;red&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;DOHA-BID&quot;,\n        &quot;station_name&quot;: &quot;Al Bidda&quot;,\n        &quot;line&quot;: &quot;red&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;DOHA-MSH&quot;,\n        &quot;station_name&quot;: &quot;Msheireb&quot;,\n        &quot;line&quot;: &quot;red&quot;,\n        &quot;is_transfer&quot;: false\n      }\n    ],\n    &quot;transfers&quot;: 0,\n    &quot;estimated_minutes&quot;: 22,\n    &quot;distance_miles&quot;: 10.93,\n    &quot;line_sequence&quot;: [\n      &quot;red&quot;\n    ]\n  },\n  &quot;fare_quote&quot;: {\n    &quot;total&quot;: 2.0,\n    &quot;currency&quot;: &quot;QAR&quot;,\n    &quot;passenger_summary&quot;: {\n      &quot;adults&quot;: 1,\n      &quot;children&quot;: 0,\n      &quot;seniors&quot;: 0,\n      &quot;disabled&quot;: 0,\n      &quot;free_riders&quot;: 0\n    },\n    &quot;line_items&quot;: [\n      {\n        &quot;rider_type&quot;: &quot;adult&quot;,\n        &quot;count&quot;: 1,\n        &quot;unit_fare&quot;: 2.0,\n        &quot;subtotal&quot;: 2.0,\n        &quot;currency&quot;: &quot;QAR&quot;\n      }\n    ],\n    &quot;discounts&quot;: []\n  },\n  &quot;advisory_banners&quot;: [\n    {\n      &quot;severity&quot;: &quot;warning&quot;,\n      &quot;title&quot;: &quot;Red Line Maintenance This Weekend&quot;,\n      &quot;body&quot;: &quot;No Red Line service between Oqba Ibn Nafie and Al Wakra due to track maintenance. Free bus replacement service available. Your route is not affected, but please be aware of service changes.&quot;\n    }\n  ]\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;accepted&quot;: true,\n  &quot;response_id&quot;: &quot;a4ea430cb4df&quot;\n}</pre></details></div>"
+        }
+      ],
+      "route": null,
+      "kiosk": null
+    },
+    {
+      "t_ms": 3200,
+      "history": [
+        {
+          "role": "user",
+          "content": "Plan a trip from Lusail QNB to Msheireb. ⚠ Red Line: No service between Oqba Ibn Nafie and Al Wakra this weekend due to track maintenance. Free bus replacement service available between affected stations. Airport branch service unaffected."
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">route_planner</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">Lusail QNB → Msheireb</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">10 stops · 0 transfers · 22 min</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;origin&quot;: &quot;Lusail QNB&quot;,\n  &quot;destination&quot;: &quot;Msheireb&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;route_id&quot;: &quot;route_cd179f6f0f0b&quot;,\n  &quot;stops&quot;: [\n    {\n      &quot;station_id&quot;: &quot;DOHA-LUS&quot;,\n      &quot;station_name&quot;: &quot;Lusail QNB&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;DOHA-QU&quot;,\n      &quot;station_name&quot;: &quot;Qatar University&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;DOHA-LEG&quot;,\n      &quot;station_name&quot;: &quot;Legtaifiya&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;DOHA-KAT&quot;,\n      &quot;station_name&quot;: &quot;Katara&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;DOHA-QAS&quot;,\n      &quot;station_name&quot;: &quot;Al Qassar&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;DOHA-DEC&quot;,\n      &quot;station_name&quot;: &quot;DECC&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;DOHA-WBQ&quot;,\n      &quot;station_name&quot;: &quot;West Bay Qatar Energy&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;DOHA-COR&quot;,\n      &quot;stat…</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">disruption_feed</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">line Red Line</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">0 active</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;line&quot;: &quot;Red Line&quot;,\n  &quot;severity_filter&quot;: &quot;all&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;disruptions&quot;: []\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">disruption_feed</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">all disruptions</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">1 active</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;severity_filter&quot;: &quot;all&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;disruptions&quot;: [\n    {\n      &quot;id&quot;: &quot;pm-red-south&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;segment&quot;: [\n        &quot;DOHA-OQB&quot;,\n        &quot;DOHA-FRZ&quot;,\n        &quot;DOHA-RBF&quot;,\n        &quot;DOHA-WKR&quot;\n      ],\n      &quot;type&quot;: &quot;planned_maintenance&quot;,\n      &quot;severity&quot;: &quot;warning&quot;,\n      &quot;message&quot;: &quot;Red Line: No service between Oqba Ibn Nafie and Al Wakra this weekend due to track maintenance. Free bus replacement service available between affected stations. Airport branch service unaffected.&quot;,\n      &quot;alternative&quot;: &quot;Free bus replacement between Oqba Ibn Nafie and Al Wakra&quot;,\n      &quot;eta_resolution&quot;: &quot;Service resumes Tuesday 5:00 AM&quot;,\n      &quot;valid_from&quot;: &quot;2026-03-09T06:00:00&quot;,\n      &quot;valid_until&quot;: &quot;2026-03-10T05:00:00&quot;\n    }\n  ]\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">fare_calculator</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">1× adults · route_cd179f6f0f0b</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">total QAR 2.0</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;route_id&quot;: &quot;route_cd179f6f0f0b&quot;,\n  &quot;passengers&quot;: {\n    &quot;adults&quot;: 1\n  },\n  &quot;ticket_type&quot;: &quot;single&quot;,\n  &quot;payment_method&quot;: &quot;smartcard&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;fare_id&quot;: &quot;fare_35da8646bb56&quot;,\n  &quot;line_items&quot;: [\n    {\n      &quot;label&quot;: &quot;Adult x1&quot;,\n      &quot;amount&quot;: 2.0,\n      &quot;currency&quot;: &quot;QAR&quot;\n    }\n  ],\n  &quot;subtotal&quot;: 2.0,\n  &quot;discounts&quot;: [],\n  &quot;total&quot;: 2.0,\n  &quot;currency&quot;: &quot;QAR&quot;\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">station_info</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">10 stations</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">—</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;station_ids&quot;: [\n    &quot;DOHA-LUS&quot;,\n    &quot;DOHA-QU&quot;,\n    &quot;DOHA-LEG&quot;,\n    &quot;DOHA-KAT&quot;,\n    &quot;DOHA-QAS&quot;,\n    &quot;DOHA-DEC&quot;,\n    &quot;DOHA-WBQ&quot;,\n    &quot;DOHA-COR&quot;,\n    &quot;DOHA-BID&quot;,\n    &quot;DOHA-MSH&quot;\n  ],\n  &quot;query_type&quot;: &quot;accessibility&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;results&quot;: [\n    {\n      &quot;station_id&quot;: &quot;DOHA-LUS&quot;,\n      &quot;data&quot;: {\n        &quot;name&quot;: &quot;Lusail QNB&quot;,\n        &quot;accessibility&quot;: {\n          &quot;elevator&quot;: true,\n          &quot;escalator&quot;: true,\n          &quot;step_free&quot;: true,\n          &quot;tactile_paving&quot;: true,\n          &quot;wide_gate&quot;: true\n        }\n      }\n    },\n    {\n      &quot;station_id&quot;: &quot;DOHA-QU&quot;,\n      &quot;data&quot;: {\n        &quot;name&quot;: &quot;Qatar University&quot;,\n        &quot;accessibility&quot;: {\n          &quot;elevator&quot;: true,\n          &quot;escalator&quot;: true,\n          &quot;step_free&quot;: true,\n          &quot;tactile_paving&quot;: true,\n          &quot;wide_gate&quot;: true\n        }\n      }\n    },\n    {\n      &quot;station_id&quot;: &quot;DOHA-LEG&quot;,\n      &quot;data&quot;: {\n        &quot;name&quot;: &quot;Legtaifiya&quot;,\n        &quot;accessibility&quot;: {\n          &quot;elevator&quot;: true,\n          &quot;escalator&quot;: true,\n          &quot;step_free&quot;: true,\n          &quot;tactile_paving&quot;: true,\n          &quot;wide_gate&quot;: true\n        }\n      }\n    },\n    {\n      &quot;station_id&quot;: &quot;DOHA-KAT&quot;,\n      &quot;data&quot;: {\n        &quot;name&quot;: &quot;Katara&quot;,\n        &quot;accessibility&quot;: {\n          &quot;elevator&quot;: true,\n          &quot;escalator&quot;: true,\n          &quot;step_free&quot;: true,\n          &quot;tactile_paving&quot;: true,\n          &quot;wide_gate&quot;: true\n        }\n      }\n    },\n    {\n      &quot;station_id&quot;: &quot;DOHA-QAS&quot;,\n     …</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">submit_assistant_state</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">route_and_fare_ready / prompt_purchase</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">accepted</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;outcome&quot;: &quot;route_and_fare_ready&quot;,\n  &quot;kiosk_action&quot;: {\n    &quot;action&quot;: &quot;prompt_purchase&quot;,\n    &quot;reason_code&quot;: &quot;ok&quot;\n  },\n  &quot;assistant_message&quot;: &quot;Your journey from Lusail QNB to Msheireb is ready. Direct route on Red Line, approximately 22 minutes. Fare: QR 2.00 for 1 adult. Please note: Red Line maintenance is scheduled between Oqba Ibn Nafie and Al Wakra this weekend with free bus replacement service. Your route is not affected by this maintenance.&quot;,\n  &quot;route&quot;: {\n    &quot;origin&quot;: &quot;Lusail QNB&quot;,\n    &quot;destination&quot;: &quot;Msheireb&quot;,\n    &quot;stops&quot;: [\n      {\n        &quot;station_id&quot;: &quot;DOHA-LUS&quot;,\n        &quot;station_name&quot;: &quot;Lusail QNB&quot;,\n        &quot;line&quot;: &quot;red&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;DOHA-QU&quot;,\n        &quot;station_name&quot;: &quot;Qatar University&quot;,\n        &quot;line&quot;: &quot;red&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;DOHA-LEG&quot;,\n        &quot;station_name&quot;: &quot;Legtaifiya&quot;,\n        &quot;line&quot;: &quot;red&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;DOHA-KAT&quot;,\n        &quot;station_name&quot;: &quot;Katara&quot;,\n        &quot;line&quot;: &quot;red&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;DOHA-QAS&quot;,\n        &quot;station_name&quot;: &quot;Al Qassar&quot;,\n        &quot;line&quot;: &quot;red&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;DOHA-DEC&quot;,\n        &quot;station_name&quot;: &quot;DECC&quot;,\n        &quot;line&quot;: &quot;red&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;DOHA-WBQ&quot;,\n        &quot;station_name&quot;: &quot;West Bay Qatar Energy&quot;,\n        &quot;line&quot;: &quot;red&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;DOHA-COR&quot;,\n        &quot;station_name&quot;: &quot;Corniche&quot;,\n        &quot;line&quot;: &quot;red&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;DOHA-BID&quot;,\n        &quot;station_name&quot;: &quot;Al Bidda&quot;,\n        &quot;line&quot;: &quot;red&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;DOHA-MSH&quot;,\n        &quot;station_name&quot;: &quot;Msheireb&quot;,\n        &quot;line&quot;: &quot;red&quot;,\n        &quot;is_transfer&quot;: false\n      }\n    ],\n    &quot;transfers&quot;: 0,\n    &quot;estimated_minutes&quot;: 22,\n    &quot;distance_miles&quot;: 10.93,\n    &quot;line_sequence&quot;: [\n      &quot;red&quot;\n    ]\n  },\n  &quot;fare_quote&quot;: {\n    &quot;total&quot;: 2.0,\n    &quot;currency&quot;: &quot;QAR&quot;,\n    &quot;passenger_summary&quot;: {\n      &quot;adults&quot;: 1,\n      &quot;children&quot;: 0,\n      &quot;seniors&quot;: 0,\n      &quot;disabled&quot;: 0,\n      &quot;free_riders&quot;: 0\n    },\n    &quot;line_items&quot;: [\n      {\n        &quot;rider_type&quot;: &quot;adult&quot;,\n        &quot;count&quot;: 1,\n        &quot;unit_fare&quot;: 2.0,\n        &quot;subtotal&quot;: 2.0,\n        &quot;currency&quot;: &quot;QAR&quot;\n      }\n    ],\n    &quot;discounts&quot;: []\n  },\n  &quot;advisory_banners&quot;: [\n    {\n      &quot;severity&quot;: &quot;warning&quot;,\n      &quot;title&quot;: &quot;Red Line Maintenance This Weekend&quot;,\n      &quot;body&quot;: &quot;No Red Line service between Oqba Ibn Nafie and Al Wakra due to track maintenance. Free bus replacement service available. Your route is not affected, but please be aware of service changes.&quot;\n    }\n  ]\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;accepted&quot;: true,\n  &quot;response_id&quot;: &quot;a4ea430cb4df&quot;\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "Your journey from Lusail QNB to Msheireb is ready. Direct route on Red Line, approximately 22 minutes. Fare: QR 2.00 for 1 adult. Please note: Red Line maintenance is scheduled between Oqba Ibn Nafie and Al Wakra this weekend with free bus replacement service. Your route is not affected by this maintenance."
+        }
+      ],
+      "route": [
+        {
+          "station_id": "DOHA-LUS",
+          "name": "Lusail QNB",
+          "lat": null,
+          "lon": null,
+          "line": "red",
+          "is_transfer": false
+        },
+        {
+          "station_id": "DOHA-QU",
+          "name": "Qatar University",
+          "lat": null,
+          "lon": null,
+          "line": "red",
+          "is_transfer": false
+        },
+        {
+          "station_id": "DOHA-LEG",
+          "name": "Legtaifiya",
+          "lat": null,
+          "lon": null,
+          "line": "red",
+          "is_transfer": false
+        },
+        {
+          "station_id": "DOHA-KAT",
+          "name": "Katara",
+          "lat": null,
+          "lon": null,
+          "line": "red",
+          "is_transfer": false
+        },
+        {
+          "station_id": "DOHA-QAS",
+          "name": "Al Qassar",
+          "lat": null,
+          "lon": null,
+          "line": "red",
+          "is_transfer": false
+        },
+        {
+          "station_id": "DOHA-DEC",
+          "name": "DECC",
+          "lat": null,
+          "lon": null,
+          "line": "red",
+          "is_transfer": false
+        },
+        {
+          "station_id": "DOHA-WBQ",
+          "name": "West Bay Qatar Energy",
+          "lat": null,
+          "lon": null,
+          "line": "red",
+          "is_transfer": false
+        },
+        {
+          "station_id": "DOHA-COR",
+          "name": "Corniche",
+          "lat": null,
+          "lon": null,
+          "line": "red",
+          "is_transfer": false
+        },
+        {
+          "station_id": "DOHA-BID",
+          "name": "Al Bidda",
+          "lat": null,
+          "lon": null,
+          "line": "red",
+          "is_transfer": false
+        },
+        {
+          "station_id": "DOHA-MSH",
+          "name": "Msheireb",
+          "lat": null,
+          "lon": null,
+          "line": "red",
+          "is_transfer": false
+        }
+      ],
+      "kiosk": {
+        "outcome": "route_and_fare_ready",
+        "message": "Your journey from Lusail QNB to Msheireb is ready. Direct route on Red Line, approximately 22 minutes. Fare: QR 2.00 for 1 adult. Please note: Red Line maintenance is scheduled between Oqba Ibn Nafie and Al Wakra this weekend with free bus replacement service. Your route is not affected by this maintenance.",
+        "fare": {
+          "total": 2.0,
+          "currency": "QAR",
+          "passenger_summary": {
+            "adults": 1,
+            "children": 0,
+            "seniors": 0,
+            "disabled": 0,
+            "free_riders": 0
+          },
+          "line_items": [
+            {
+              "rider_type": "adult",
+              "count": 1,
+              "unit_fare": 2.0,
+              "subtotal": 2.0,
+              "currency": "QAR"
+            }
+          ],
+          "discounts": []
+        },
+        "advisories": [
+          {
+            "severity": "warning",
+            "title": "Red Line Maintenance This Weekend",
+            "body": "No Red Line service between Oqba Ibn Nafie and Al Wakra due to track maintenance. Free bus replacement service available. Your route is not affected, but please be aware of service changes."
+          }
+        ],
+        "action": {
+          "action": "prompt_purchase",
+          "reason_code": "ok"
+        }
+      }
+    }
+  ]
+}

data/replays/taipei.json

@@ -0,0 +1,386 @@
+{
+  "system": "taipei",
+  "scenario_id": "tamsui_to_taipei_main_red_pm",
+  "captured_at": "2026-05-18T17:20:19Z",
+  "model": "9b-metro-v23",
+  "source": "llama-server",
+  "duration_ms": 3200,
+  "snapshots": [
+    {
+      "t_ms": 0,
+      "history": [
+        {
+          "role": "user",
+          "content": "Plan a trip from Tamsui to Taipei Main Station. ⚠ Red Line: No service between Tamsui and Beitou this weekend due to track replacement. Free shuttle bus available between affected stations."
+        }
+      ],
+      "route": null,
+      "kiosk": null
+    },
+    {
+      "t_ms": 1000,
+      "history": [
+        {
+          "role": "user",
+          "content": "Plan a trip from Tamsui to Taipei Main Station. ⚠ Red Line: No service between Tamsui and Beitou this weekend due to track replacement. Free shuttle bus available between affected stations."
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">route_planner</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">Tamsui → Taipei Main Station</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">19 stops · 0 transfers · 24 min</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;origin&quot;: &quot;Tamsui&quot;,\n  &quot;destination&quot;: &quot;Taipei Main Station&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;route_id&quot;: &quot;route_e85458d1adc5&quot;,\n  &quot;stops&quot;: [\n    {\n      &quot;station_id&quot;: &quot;TRTC-TAM&quot;,\n      &quot;station_name&quot;: &quot;Tamsui&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;TRTC-HSL&quot;,\n      &quot;station_name&quot;: &quot;Hongshulin&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;TRTC-ZHU&quot;,\n      &quot;station_name&quot;: &quot;Zhuwei&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;TRTC-GUA&quot;,\n      &quot;station_name&quot;: &quot;Guandu&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;TRTC-ZHO&quot;,\n      &quot;station_name&quot;: &quot;Zhongyi&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;TRTC-FUX&quot;,\n      &quot;station_name&quot;: &quot;Fuxinggang&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;TRTC-BTO&quot;,\n      &quot;station_name&quot;: &quot;Beitou&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;TRTC-QIY&quot;,\n      &quot;station_name&quot;: &quot;Qiyan&quot;,\n    …</pre></details></div>"
+        }
+      ],
+      "route": null,
+      "kiosk": null
+    },
+    {
+      "t_ms": 1400,
+      "history": [
+        {
+          "role": "user",
+          "content": "Plan a trip from Tamsui to Taipei Main Station. ⚠ Red Line: No service between Tamsui and Beitou this weekend due to track replacement. Free shuttle bus available between affected stations."
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">route_planner</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">Tamsui → Taipei Main Station</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">19 stops · 0 transfers · 24 min</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;origin&quot;: &quot;Tamsui&quot;,\n  &quot;destination&quot;: &quot;Taipei Main Station&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;route_id&quot;: &quot;route_e85458d1adc5&quot;,\n  &quot;stops&quot;: [\n    {\n      &quot;station_id&quot;: &quot;TRTC-TAM&quot;,\n      &quot;station_name&quot;: &quot;Tamsui&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;TRTC-HSL&quot;,\n      &quot;station_name&quot;: &quot;Hongshulin&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;TRTC-ZHU&quot;,\n      &quot;station_name&quot;: &quot;Zhuwei&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;TRTC-GUA&quot;,\n      &quot;station_name&quot;: &quot;Guandu&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;TRTC-ZHO&quot;,\n      &quot;station_name&quot;: &quot;Zhongyi&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;TRTC-FUX&quot;,\n      &quot;station_name&quot;: &quot;Fuxinggang&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;TRTC-BTO&quot;,\n      &quot;station_name&quot;: &quot;Beitou&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;TRTC-QIY&quot;,\n      &quot;station_name&quot;: &quot;Qiyan&quot;,\n    …</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">disruption_feed</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">all disruptions</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">1 active</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;severity_filter&quot;: &quot;all&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;disruptions&quot;: [\n    {\n      &quot;id&quot;: &quot;pm-red-tamsui&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;segment&quot;: [\n        &quot;TRTC-TAM&quot;,\n        &quot;TRTC-HSL&quot;,\n        &quot;TRTC-BTO&quot;\n      ],\n      &quot;type&quot;: &quot;planned_maintenance&quot;,\n      &quot;severity&quot;: &quot;warning&quot;,\n      &quot;message&quot;: &quot;Red Line: No service between Tamsui and Beitou this weekend due to track replacement. Free shuttle bus available between affected stations.&quot;,\n      &quot;alternative&quot;: &quot;Free shuttle bus between Tamsui and Beitou&quot;,\n      &quot;eta_resolution&quot;: &quot;Service resumes Tuesday 6:00 AM&quot;,\n      &quot;valid_from&quot;: &quot;2026-03-09T06:00:00&quot;,\n      &quot;valid_until&quot;: &quot;2026-03-10T06:00:00&quot;\n    }\n  ]\n}</pre></details></div>"
+        }
+      ],
+      "route": null,
+      "kiosk": null
+    },
+    {
+      "t_ms": 1800,
+      "history": [
+        {
+          "role": "user",
+          "content": "Plan a trip from Tamsui to Taipei Main Station. ⚠ Red Line: No service between Tamsui and Beitou this weekend due to track replacement. Free shuttle bus available between affected stations."
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">route_planner</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">Tamsui → Taipei Main Station</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">19 stops · 0 transfers · 24 min</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;origin&quot;: &quot;Tamsui&quot;,\n  &quot;destination&quot;: &quot;Taipei Main Station&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;route_id&quot;: &quot;route_e85458d1adc5&quot;,\n  &quot;stops&quot;: [\n    {\n      &quot;station_id&quot;: &quot;TRTC-TAM&quot;,\n      &quot;station_name&quot;: &quot;Tamsui&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;TRTC-HSL&quot;,\n      &quot;station_name&quot;: &quot;Hongshulin&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;TRTC-ZHU&quot;,\n      &quot;station_name&quot;: &quot;Zhuwei&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;TRTC-GUA&quot;,\n      &quot;station_name&quot;: &quot;Guandu&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;TRTC-ZHO&quot;,\n      &quot;station_name&quot;: &quot;Zhongyi&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;TRTC-FUX&quot;,\n      &quot;station_name&quot;: &quot;Fuxinggang&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;TRTC-BTO&quot;,\n      &quot;station_name&quot;: &quot;Beitou&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;TRTC-QIY&quot;,\n      &quot;station_name&quot;: &quot;Qiyan&quot;,\n    …</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">disruption_feed</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">all disruptions</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">1 active</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;severity_filter&quot;: &quot;all&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;disruptions&quot;: [\n    {\n      &quot;id&quot;: &quot;pm-red-tamsui&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;segment&quot;: [\n        &quot;TRTC-TAM&quot;,\n        &quot;TRTC-HSL&quot;,\n        &quot;TRTC-BTO&quot;\n      ],\n      &quot;type&quot;: &quot;planned_maintenance&quot;,\n      &quot;severity&quot;: &quot;warning&quot;,\n      &quot;message&quot;: &quot;Red Line: No service between Tamsui and Beitou this weekend due to track replacement. Free shuttle bus available between affected stations.&quot;,\n      &quot;alternative&quot;: &quot;Free shuttle bus between Tamsui and Beitou&quot;,\n      &quot;eta_resolution&quot;: &quot;Service resumes Tuesday 6:00 AM&quot;,\n      &quot;valid_from&quot;: &quot;2026-03-09T06:00:00&quot;,\n      &quot;valid_until&quot;: &quot;2026-03-10T06:00:00&quot;\n    }\n  ]\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-rejected\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">⚠</span><span class=\"metro-tool-name\">route_planner</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">Tamsui → Taipei Main Station · 7 restrictions</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">{&quot;detail&quot;:&quot;Origin station &#x27;Tamsui&#x27; is closed by disruption&quot;}</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;origin&quot;: &quot;Tamsui&quot;,\n  &quot;destination&quot;: &quot;Taipei Main Station&quot;,\n  &quot;station_restrictions&quot;: [\n    {\n      &quot;station&quot;: &quot;TRTC-TAM&quot;,\n      &quot;restriction&quot;: &quot;closed&quot;\n    },\n    {\n      &quot;station&quot;: &quot;TRTC-HSL&quot;,\n      &quot;restriction&quot;: &quot;closed&quot;\n    },\n    {\n      &quot;station&quot;: &quot;TRTC-ZHU&quot;,\n      &quot;restriction&quot;: &quot;closed&quot;\n    },\n    {\n      &quot;station&quot;: &quot;TRTC-GUA&quot;,\n      &quot;restriction&quot;: &quot;closed&quot;\n    },\n    {\n      &quot;station&quot;: &quot;TRTC-ZHO&quot;,\n      &quot;restriction&quot;: &quot;closed&quot;\n    },\n    {\n      &quot;station&quot;: &quot;TRTC-FUX&quot;,\n      &quot;restriction&quot;: &quot;closed&quot;\n    },\n    {\n      &quot;station&quot;: &quot;TRTC-BTO&quot;,\n      &quot;restriction&quot;: &quot;closed&quot;\n    }\n  ]\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;error&quot;: &quot;{\\&quot;detail\\&quot;:\\&quot;Origin station &#x27;Tamsui&#x27; is closed by disruption\\&quot;}&quot;\n}</pre></details></div>"
+        }
+      ],
+      "route": null,
+      "kiosk": null
+    },
+    {
+      "t_ms": 2200,
+      "history": [
+        {
+          "role": "user",
+          "content": "Plan a trip from Tamsui to Taipei Main Station. ⚠ Red Line: No service between Tamsui and Beitou this weekend due to track replacement. Free shuttle bus available between affected stations."
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">route_planner</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">Tamsui → Taipei Main Station</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">19 stops · 0 transfers · 24 min</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;origin&quot;: &quot;Tamsui&quot;,\n  &quot;destination&quot;: &quot;Taipei Main Station&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;route_id&quot;: &quot;route_e85458d1adc5&quot;,\n  &quot;stops&quot;: [\n    {\n      &quot;station_id&quot;: &quot;TRTC-TAM&quot;,\n      &quot;station_name&quot;: &quot;Tamsui&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;TRTC-HSL&quot;,\n      &quot;station_name&quot;: &quot;Hongshulin&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;TRTC-ZHU&quot;,\n      &quot;station_name&quot;: &quot;Zhuwei&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;TRTC-GUA&quot;,\n      &quot;station_name&quot;: &quot;Guandu&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;TRTC-ZHO&quot;,\n      &quot;station_name&quot;: &quot;Zhongyi&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;TRTC-FUX&quot;,\n      &quot;station_name&quot;: &quot;Fuxinggang&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;TRTC-BTO&quot;,\n      &quot;station_name&quot;: &quot;Beitou&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;TRTC-QIY&quot;,\n      &quot;station_name&quot;: &quot;Qiyan&quot;,\n    …</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">disruption_feed</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">all disruptions</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">1 active</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;severity_filter&quot;: &quot;all&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;disruptions&quot;: [\n    {\n      &quot;id&quot;: &quot;pm-red-tamsui&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;segment&quot;: [\n        &quot;TRTC-TAM&quot;,\n        &quot;TRTC-HSL&quot;,\n        &quot;TRTC-BTO&quot;\n      ],\n      &quot;type&quot;: &quot;planned_maintenance&quot;,\n      &quot;severity&quot;: &quot;warning&quot;,\n      &quot;message&quot;: &quot;Red Line: No service between Tamsui and Beitou this weekend due to track replacement. Free shuttle bus available between affected stations.&quot;,\n      &quot;alternative&quot;: &quot;Free shuttle bus between Tamsui and Beitou&quot;,\n      &quot;eta_resolution&quot;: &quot;Service resumes Tuesday 6:00 AM&quot;,\n      &quot;valid_from&quot;: &quot;2026-03-09T06:00:00&quot;,\n      &quot;valid_until&quot;: &quot;2026-03-10T06:00:00&quot;\n    }\n  ]\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-rejected\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">⚠</span><span class=\"metro-tool-name\">route_planner</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">Tamsui → Taipei Main Station · 7 restrictions</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">{&quot;detail&quot;:&quot;Origin station &#x27;Tamsui&#x27; is closed by disruption&quot;}</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;origin&quot;: &quot;Tamsui&quot;,\n  &quot;destination&quot;: &quot;Taipei Main Station&quot;,\n  &quot;station_restrictions&quot;: [\n    {\n      &quot;station&quot;: &quot;TRTC-TAM&quot;,\n      &quot;restriction&quot;: &quot;closed&quot;\n    },\n    {\n      &quot;station&quot;: &quot;TRTC-HSL&quot;,\n      &quot;restriction&quot;: &quot;closed&quot;\n    },\n    {\n      &quot;station&quot;: &quot;TRTC-ZHU&quot;,\n      &quot;restriction&quot;: &quot;closed&quot;\n    },\n    {\n      &quot;station&quot;: &quot;TRTC-GUA&quot;,\n      &quot;restriction&quot;: &quot;closed&quot;\n    },\n    {\n      &quot;station&quot;: &quot;TRTC-ZHO&quot;,\n      &quot;restriction&quot;: &quot;closed&quot;\n    },\n    {\n      &quot;station&quot;: &quot;TRTC-FUX&quot;,\n      &quot;restriction&quot;: &quot;closed&quot;\n    },\n    {\n      &quot;station&quot;: &quot;TRTC-BTO&quot;,\n      &quot;restriction&quot;: &quot;closed&quot;\n    }\n  ]\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;error&quot;: &quot;{\\&quot;detail\\&quot;:\\&quot;Origin station &#x27;Tamsui&#x27; is closed by disruption\\&quot;}&quot;\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">station_info</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">Tamsui</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">—</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;station_id&quot;: &quot;TRTC-TAM&quot;,\n  &quot;query_type&quot;: &quot;facilities&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;station_id&quot;: &quot;TRTC-TAM&quot;,\n  &quot;data&quot;: {\n    &quot;id&quot;: &quot;TRTC-TAM&quot;,\n    &quot;name&quot;: &quot;Tamsui&quot;,\n    &quot;lines&quot;: [\n      &quot;red&quot;\n    ],\n    &quot;type&quot;: &quot;surface&quot;,\n    &quot;accessibility&quot;: {\n      &quot;elevator&quot;: true,\n      &quot;escalator&quot;: true,\n      &quot;step_free&quot;: true,\n      &quot;tactile_paving&quot;: true,\n      &quot;wide_gate&quot;: true\n    },\n    &quot;zone&quot;: &quot;tamsui&quot;\n  }\n}</pre></details></div>"
+        }
+      ],
+      "route": null,
+      "kiosk": null
+    },
+    {
+      "t_ms": 2600,
+      "history": [
+        {
+          "role": "user",
+          "content": "Plan a trip from Tamsui to Taipei Main Station. ⚠ Red Line: No service between Tamsui and Beitou this weekend due to track replacement. Free shuttle bus available between affected stations."
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">route_planner</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">Tamsui → Taipei Main Station</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">19 stops · 0 transfers · 24 min</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;origin&quot;: &quot;Tamsui&quot;,\n  &quot;destination&quot;: &quot;Taipei Main Station&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;route_id&quot;: &quot;route_e85458d1adc5&quot;,\n  &quot;stops&quot;: [\n    {\n      &quot;station_id&quot;: &quot;TRTC-TAM&quot;,\n      &quot;station_name&quot;: &quot;Tamsui&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;TRTC-HSL&quot;,\n      &quot;station_name&quot;: &quot;Hongshulin&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;TRTC-ZHU&quot;,\n      &quot;station_name&quot;: &quot;Zhuwei&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;TRTC-GUA&quot;,\n      &quot;station_name&quot;: &quot;Guandu&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;TRTC-ZHO&quot;,\n      &quot;station_name&quot;: &quot;Zhongyi&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;TRTC-FUX&quot;,\n      &quot;station_name&quot;: &quot;Fuxinggang&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;TRTC-BTO&quot;,\n      &quot;station_name&quot;: &quot;Beitou&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;TRTC-QIY&quot;,\n      &quot;station_name&quot;: &quot;Qiyan&quot;,\n    …</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">disruption_feed</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">all disruptions</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">1 active</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;severity_filter&quot;: &quot;all&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;disruptions&quot;: [\n    {\n      &quot;id&quot;: &quot;pm-red-tamsui&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;segment&quot;: [\n        &quot;TRTC-TAM&quot;,\n        &quot;TRTC-HSL&quot;,\n        &quot;TRTC-BTO&quot;\n      ],\n      &quot;type&quot;: &quot;planned_maintenance&quot;,\n      &quot;severity&quot;: &quot;warning&quot;,\n      &quot;message&quot;: &quot;Red Line: No service between Tamsui and Beitou this weekend due to track replacement. Free shuttle bus available between affected stations.&quot;,\n      &quot;alternative&quot;: &quot;Free shuttle bus between Tamsui and Beitou&quot;,\n      &quot;eta_resolution&quot;: &quot;Service resumes Tuesday 6:00 AM&quot;,\n      &quot;valid_from&quot;: &quot;2026-03-09T06:00:00&quot;,\n      &quot;valid_until&quot;: &quot;2026-03-10T06:00:00&quot;\n    }\n  ]\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-rejected\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">⚠</span><span class=\"metro-tool-name\">route_planner</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">Tamsui → Taipei Main Station · 7 restrictions</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">{&quot;detail&quot;:&quot;Origin station &#x27;Tamsui&#x27; is closed by disruption&quot;}</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;origin&quot;: &quot;Tamsui&quot;,\n  &quot;destination&quot;: &quot;Taipei Main Station&quot;,\n  &quot;station_restrictions&quot;: [\n    {\n      &quot;station&quot;: &quot;TRTC-TAM&quot;,\n      &quot;restriction&quot;: &quot;closed&quot;\n    },\n    {\n      &quot;station&quot;: &quot;TRTC-HSL&quot;,\n      &quot;restriction&quot;: &quot;closed&quot;\n    },\n    {\n      &quot;station&quot;: &quot;TRTC-ZHU&quot;,\n      &quot;restriction&quot;: &quot;closed&quot;\n    },\n    {\n      &quot;station&quot;: &quot;TRTC-GUA&quot;,\n      &quot;restriction&quot;: &quot;closed&quot;\n    },\n    {\n      &quot;station&quot;: &quot;TRTC-ZHO&quot;,\n      &quot;restriction&quot;: &quot;closed&quot;\n    },\n    {\n      &quot;station&quot;: &quot;TRTC-FUX&quot;,\n      &quot;restriction&quot;: &quot;closed&quot;\n    },\n    {\n      &quot;station&quot;: &quot;TRTC-BTO&quot;,\n      &quot;restriction&quot;: &quot;closed&quot;\n    }\n  ]\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;error&quot;: &quot;{\\&quot;detail\\&quot;:\\&quot;Origin station &#x27;Tamsui&#x27; is closed by disruption\\&quot;}&quot;\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">station_info</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">Tamsui</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">—</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;station_id&quot;: &quot;TRTC-TAM&quot;,\n  &quot;query_type&quot;: &quot;facilities&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;station_id&quot;: &quot;TRTC-TAM&quot;,\n  &quot;data&quot;: {\n    &quot;id&quot;: &quot;TRTC-TAM&quot;,\n    &quot;name&quot;: &quot;Tamsui&quot;,\n    &quot;lines&quot;: [\n      &quot;red&quot;\n    ],\n    &quot;type&quot;: &quot;surface&quot;,\n    &quot;accessibility&quot;: {\n      &quot;elevator&quot;: true,\n      &quot;escalator&quot;: true,\n      &quot;step_free&quot;: true,\n      &quot;tactile_paving&quot;: true,\n      &quot;wide_gate&quot;: true\n    },\n    &quot;zone&quot;: &quot;tamsui&quot;\n  }\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">station_info</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">Taipei Main Station</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">—</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;station_id&quot;: &quot;TRTC-TPM&quot;,\n  &quot;query_type&quot;: &quot;facilities&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;station_id&quot;: &quot;TRTC-TPM&quot;,\n  &quot;data&quot;: {\n    &quot;id&quot;: &quot;TRTC-TPM&quot;,\n    &quot;name&quot;: &quot;Taipei Main Station&quot;,\n    &quot;lines&quot;: [\n      &quot;blue&quot;,\n      &quot;red&quot;\n    ],\n    &quot;type&quot;: &quot;underground&quot;,\n    &quot;accessibility&quot;: {\n      &quot;elevator&quot;: true,\n      &quot;escalator&quot;: true,\n      &quot;step_free&quot;: true,\n      &quot;tactile_paving&quot;: true,\n      &quot;wide_gate&quot;: true\n    },\n    &quot;zone&quot;: &quot;central&quot;\n  }\n}</pre></details></div>"
+        }
+      ],
+      "route": null,
+      "kiosk": null
+    },
+    {
+      "t_ms": 3000,
+      "history": [
+        {
+          "role": "user",
+          "content": "Plan a trip from Tamsui to Taipei Main Station. ⚠ Red Line: No service between Tamsui and Beitou this weekend due to track replacement. Free shuttle bus available between affected stations."
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">route_planner</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">Tamsui → Taipei Main Station</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">19 stops · 0 transfers · 24 min</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;origin&quot;: &quot;Tamsui&quot;,\n  &quot;destination&quot;: &quot;Taipei Main Station&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;route_id&quot;: &quot;route_e85458d1adc5&quot;,\n  &quot;stops&quot;: [\n    {\n      &quot;station_id&quot;: &quot;TRTC-TAM&quot;,\n      &quot;station_name&quot;: &quot;Tamsui&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;TRTC-HSL&quot;,\n      &quot;station_name&quot;: &quot;Hongshulin&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;TRTC-ZHU&quot;,\n      &quot;station_name&quot;: &quot;Zhuwei&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;TRTC-GUA&quot;,\n      &quot;station_name&quot;: &quot;Guandu&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;TRTC-ZHO&quot;,\n      &quot;station_name&quot;: &quot;Zhongyi&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;TRTC-FUX&quot;,\n      &quot;station_name&quot;: &quot;Fuxinggang&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;TRTC-BTO&quot;,\n      &quot;station_name&quot;: &quot;Beitou&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;TRTC-QIY&quot;,\n      &quot;station_name&quot;: &quot;Qiyan&quot;,\n    …</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">disruption_feed</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">all disruptions</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">1 active</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;severity_filter&quot;: &quot;all&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;disruptions&quot;: [\n    {\n      &quot;id&quot;: &quot;pm-red-tamsui&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;segment&quot;: [\n        &quot;TRTC-TAM&quot;,\n        &quot;TRTC-HSL&quot;,\n        &quot;TRTC-BTO&quot;\n      ],\n      &quot;type&quot;: &quot;planned_maintenance&quot;,\n      &quot;severity&quot;: &quot;warning&quot;,\n      &quot;message&quot;: &quot;Red Line: No service between Tamsui and Beitou this weekend due to track replacement. Free shuttle bus available between affected stations.&quot;,\n      &quot;alternative&quot;: &quot;Free shuttle bus between Tamsui and Beitou&quot;,\n      &quot;eta_resolution&quot;: &quot;Service resumes Tuesday 6:00 AM&quot;,\n      &quot;valid_from&quot;: &quot;2026-03-09T06:00:00&quot;,\n      &quot;valid_until&quot;: &quot;2026-03-10T06:00:00&quot;\n    }\n  ]\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-rejected\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">⚠</span><span class=\"metro-tool-name\">route_planner</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">Tamsui → Taipei Main Station · 7 restrictions</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">{&quot;detail&quot;:&quot;Origin station &#x27;Tamsui&#x27; is closed by disruption&quot;}</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;origin&quot;: &quot;Tamsui&quot;,\n  &quot;destination&quot;: &quot;Taipei Main Station&quot;,\n  &quot;station_restrictions&quot;: [\n    {\n      &quot;station&quot;: &quot;TRTC-TAM&quot;,\n      &quot;restriction&quot;: &quot;closed&quot;\n    },\n    {\n      &quot;station&quot;: &quot;TRTC-HSL&quot;,\n      &quot;restriction&quot;: &quot;closed&quot;\n    },\n    {\n      &quot;station&quot;: &quot;TRTC-ZHU&quot;,\n      &quot;restriction&quot;: &quot;closed&quot;\n    },\n    {\n      &quot;station&quot;: &quot;TRTC-GUA&quot;,\n      &quot;restriction&quot;: &quot;closed&quot;\n    },\n    {\n      &quot;station&quot;: &quot;TRTC-ZHO&quot;,\n      &quot;restriction&quot;: &quot;closed&quot;\n    },\n    {\n      &quot;station&quot;: &quot;TRTC-FUX&quot;,\n      &quot;restriction&quot;: &quot;closed&quot;\n    },\n    {\n      &quot;station&quot;: &quot;TRTC-BTO&quot;,\n      &quot;restriction&quot;: &quot;closed&quot;\n    }\n  ]\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;error&quot;: &quot;{\\&quot;detail\\&quot;:\\&quot;Origin station &#x27;Tamsui&#x27; is closed by disruption\\&quot;}&quot;\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">station_info</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">Tamsui</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">—</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;station_id&quot;: &quot;TRTC-TAM&quot;,\n  &quot;query_type&quot;: &quot;facilities&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;station_id&quot;: &quot;TRTC-TAM&quot;,\n  &quot;data&quot;: {\n    &quot;id&quot;: &quot;TRTC-TAM&quot;,\n    &quot;name&quot;: &quot;Tamsui&quot;,\n    &quot;lines&quot;: [\n      &quot;red&quot;\n    ],\n    &quot;type&quot;: &quot;surface&quot;,\n    &quot;accessibility&quot;: {\n      &quot;elevator&quot;: true,\n      &quot;escalator&quot;: true,\n      &quot;step_free&quot;: true,\n      &quot;tactile_paving&quot;: true,\n      &quot;wide_gate&quot;: true\n    },\n    &quot;zone&quot;: &quot;tamsui&quot;\n  }\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">station_info</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">Taipei Main Station</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">—</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;station_id&quot;: &quot;TRTC-TPM&quot;,\n  &quot;query_type&quot;: &quot;facilities&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;station_id&quot;: &quot;TRTC-TPM&quot;,\n  &quot;data&quot;: {\n    &quot;id&quot;: &quot;TRTC-TPM&quot;,\n    &quot;name&quot;: &quot;Taipei Main Station&quot;,\n    &quot;lines&quot;: [\n      &quot;blue&quot;,\n      &quot;red&quot;\n    ],\n    &quot;type&quot;: &quot;underground&quot;,\n    &quot;accessibility&quot;: {\n      &quot;elevator&quot;: true,\n      &quot;escalator&quot;: true,\n      &quot;step_free&quot;: true,\n      &quot;tactile_paving&quot;: true,\n      &quot;wide_gate&quot;: true\n    },\n    &quot;zone&quot;: &quot;central&quot;\n  }\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">submit_assistant_state</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">advisory_only / display_info</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">accepted</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;outcome&quot;: &quot;advisory_only&quot;,\n  &quot;kiosk_action&quot;: {\n    &quot;action&quot;: &quot;display_info&quot;,\n    &quot;reason_code&quot;: &quot;ok&quot;\n  },\n  &quot;assistant_message&quot;: &quot;Route from Tamsui to Taipei Main Station is affected by planned track replacement maintenance on the Red Line this weekend. Free shuttle bus service is available between Tamsui and Beitou stations. Service resumes Tuesday 6:00 AM. Please use the shuttle bus for your journey.&quot;,\n  &quot;advisory_banners&quot;: [\n    {\n      &quot;severity&quot;: &quot;warning&quot;,\n      &quot;title&quot;: &quot;Red Line Maintenance - Tamsui to Beitou&quot;,\n      &quot;body&quot;: &quot;No train service between Tamsui and Beitou this weekend due to track replacement. Free shuttle bus available between affected stations. Service resumes Tuesday 6:00 AM.&quot;\n    },\n    {\n      &quot;severity&quot;: &quot;info&quot;,\n      &quot;title&quot;: &quot;Shuttle Bus Information&quot;,\n      &quot;body&quot;: &quot;Free shuttle buses operate between Tamsui and Beitou stations. Please follow station staff directions for shuttle bus stops and schedules.&quot;\n    }\n  ],\n  &quot;route&quot;: {\n    &quot;origin&quot;: &quot;Tamsui&quot;,\n    &quot;destination&quot;: &quot;Taipei Main Station&quot;,\n    &quot;stops&quot;: [\n      {\n        &quot;station_id&quot;: &quot;TRTC-TAM&quot;,\n        &quot;station_name&quot;: &quot;Tamsui&quot;,\n        &quot;line&quot;: &quot;red&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;TRTC-HSL&quot;,\n        &quot;station_name&quot;: &quot;Hongshulin&quot;,\n        &quot;line&quot;: &quot;red&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;TRTC-ZHU&quot;,\n        &quot;station_name&quot;: &quot;Zhuwei&quot;,\n        &quot;line&quot;: &quot;red&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;TRTC-GUA&quot;,\n        &quot;station_name&quot;: &quot;Guandu&quot;,\n        &quot;line&quot;: &quot;red&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;TRTC-ZHO&quot;,\n        &quot;station_name&quot;: &quot;Zhongyi&quot;,\n        &quot;line&quot;: &quot;red&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;TRTC-FUX&quot;,\n        &quot;station_name&quot;: &quot;Fuxinggang&quot;,\n        &quot;line&quot;: &quot;red&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;TRTC-BTO&quot;,\n        &quot;station_name&quot;: &quot;Beitou&quot;,\n        &quot;line&quot;: &quot;red&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;TRTC-QIY&quot;,\n        &quot;station_name&quot;: &quot;Qiyan&quot;,\n        &quot;line&quot;: &quot;red&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;TRTC-QIL&quot;,\n        &quot;station_name&quot;: &quot;Qilian&quot;,\n        &quot;line&quot;: &quot;red&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;TRTC-SHI&quot;,\n        &quot;station_name&quot;: &quot;Shipai&quot;,\n        &quot;line&quot;: &quot;red&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;TRTC-MIN&quot;,\n        &quot;station_name&quot;: &quot;Mingde&quot;,\n        &quot;line&quot;: &quot;red&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;TRTC-ZHI&quot;,\n        &quot;station_name&quot;: &quot;Zhishan&quot;,\n        &quot;line&quot;: &quot;red&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;TRTC-SHL&quot;,\n        &quot;station_name&quot;: &quot;Shilin&quot;,\n        &quot;line&quot;: &quot;red&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;TRTC-JNT&quot;,\n        &quot;station_name&quot;: &quot;Jiantan&quot;,\n        &quot;line&quot;: &quot;red&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;TRTC-YUA&quot;,\n        &quot;station_name&quot;: &quot;Yuanshan&quot;,\n        &quot;line&quot;: &quot;red&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;TRTC-MWR&quot;,\n        &quot;station_name&quot;: &quot;Minquan West Road&quot;,\n        &quot;line&quot;: &quot;red&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;TRTC-SHU&quot;,\n        &quot;station_name&quot;: &quot;Shuanglian&quot;,\n        &quot;line&quot;: &quot;red&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;TRTC-ZSN&quot;,\n        &quot;station_name&quot;: &quot;Zhongshan&quot;,\n        &quot;line&quot;: &quot;red&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;TRTC-TPM&quot;,\n        &quot;station_name&quot;: &quot;Taipei Main Station&quot;,\n        &quot;line&quot;: &quot;red&quot;,\n        &quot;is_transfer&quot;: false\n      }\n    ],\n    &quot;transfers&quot;: 0,\n    &quot;estimated_minutes&quot;: 24,\n    &quot;distance_miles&quot;: 12.23,\n    &quot;line_sequence&quot;: [\n      &quot;red&quot;\n    ]\n  },\n  &quot;fare_quote&quot;: {\n    &quot;total&quot;: 0,\n    &quot;currency&quot;: &quot;TWD&quot;\n  },\n  &quot;reasoning&quot;: &quot;Route from Tamsui to Taipei Main Station on Red Line is affected by planned track replacement maintenance this weekend. Origin station Tamsui is marked as closed by the disruption feed. Free shuttle bus service is available as an alternative. Providing advisory-only response with route information and disruption details. Fare is not calculated since route is not operational via trains.&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;accepted&quot;: true,\n  &quot;response_id&quot;: &quot;ffaa1e78cc8a&quot;\n}</pre></details></div>"
+        }
+      ],
+      "route": null,
+      "kiosk": null
+    },
+    {
+      "t_ms": 3200,
+      "history": [
+        {
+          "role": "user",
+          "content": "Plan a trip from Tamsui to Taipei Main Station. ⚠ Red Line: No service between Tamsui and Beitou this weekend due to track replacement. Free shuttle bus available between affected stations."
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">route_planner</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">Tamsui → Taipei Main Station</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">19 stops · 0 transfers · 24 min</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;origin&quot;: &quot;Tamsui&quot;,\n  &quot;destination&quot;: &quot;Taipei Main Station&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;route_id&quot;: &quot;route_e85458d1adc5&quot;,\n  &quot;stops&quot;: [\n    {\n      &quot;station_id&quot;: &quot;TRTC-TAM&quot;,\n      &quot;station_name&quot;: &quot;Tamsui&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;TRTC-HSL&quot;,\n      &quot;station_name&quot;: &quot;Hongshulin&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;TRTC-ZHU&quot;,\n      &quot;station_name&quot;: &quot;Zhuwei&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;TRTC-GUA&quot;,\n      &quot;station_name&quot;: &quot;Guandu&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;TRTC-ZHO&quot;,\n      &quot;station_name&quot;: &quot;Zhongyi&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;TRTC-FUX&quot;,\n      &quot;station_name&quot;: &quot;Fuxinggang&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;TRTC-BTO&quot;,\n      &quot;station_name&quot;: &quot;Beitou&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;is_transfer&quot;: false,\n      &quot;transfer_to&quot;: null\n    },\n    {\n      &quot;station_id&quot;: &quot;TRTC-QIY&quot;,\n      &quot;station_name&quot;: &quot;Qiyan&quot;,\n    …</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">disruption_feed</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">all disruptions</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">1 active</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;severity_filter&quot;: &quot;all&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;disruptions&quot;: [\n    {\n      &quot;id&quot;: &quot;pm-red-tamsui&quot;,\n      &quot;line&quot;: &quot;red&quot;,\n      &quot;segment&quot;: [\n        &quot;TRTC-TAM&quot;,\n        &quot;TRTC-HSL&quot;,\n        &quot;TRTC-BTO&quot;\n      ],\n      &quot;type&quot;: &quot;planned_maintenance&quot;,\n      &quot;severity&quot;: &quot;warning&quot;,\n      &quot;message&quot;: &quot;Red Line: No service between Tamsui and Beitou this weekend due to track replacement. Free shuttle bus available between affected stations.&quot;,\n      &quot;alternative&quot;: &quot;Free shuttle bus between Tamsui and Beitou&quot;,\n      &quot;eta_resolution&quot;: &quot;Service resumes Tuesday 6:00 AM&quot;,\n      &quot;valid_from&quot;: &quot;2026-03-09T06:00:00&quot;,\n      &quot;valid_until&quot;: &quot;2026-03-10T06:00:00&quot;\n    }\n  ]\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-rejected\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">⚠</span><span class=\"metro-tool-name\">route_planner</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">Tamsui → Taipei Main Station · 7 restrictions</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">{&quot;detail&quot;:&quot;Origin station &#x27;Tamsui&#x27; is closed by disruption&quot;}</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;origin&quot;: &quot;Tamsui&quot;,\n  &quot;destination&quot;: &quot;Taipei Main Station&quot;,\n  &quot;station_restrictions&quot;: [\n    {\n      &quot;station&quot;: &quot;TRTC-TAM&quot;,\n      &quot;restriction&quot;: &quot;closed&quot;\n    },\n    {\n      &quot;station&quot;: &quot;TRTC-HSL&quot;,\n      &quot;restriction&quot;: &quot;closed&quot;\n    },\n    {\n      &quot;station&quot;: &quot;TRTC-ZHU&quot;,\n      &quot;restriction&quot;: &quot;closed&quot;\n    },\n    {\n      &quot;station&quot;: &quot;TRTC-GUA&quot;,\n      &quot;restriction&quot;: &quot;closed&quot;\n    },\n    {\n      &quot;station&quot;: &quot;TRTC-ZHO&quot;,\n      &quot;restriction&quot;: &quot;closed&quot;\n    },\n    {\n      &quot;station&quot;: &quot;TRTC-FUX&quot;,\n      &quot;restriction&quot;: &quot;closed&quot;\n    },\n    {\n      &quot;station&quot;: &quot;TRTC-BTO&quot;,\n      &quot;restriction&quot;: &quot;closed&quot;\n    }\n  ]\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;error&quot;: &quot;{\\&quot;detail\\&quot;:\\&quot;Origin station &#x27;Tamsui&#x27; is closed by disruption\\&quot;}&quot;\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">station_info</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">Tamsui</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">—</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;station_id&quot;: &quot;TRTC-TAM&quot;,\n  &quot;query_type&quot;: &quot;facilities&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;station_id&quot;: &quot;TRTC-TAM&quot;,\n  &quot;data&quot;: {\n    &quot;id&quot;: &quot;TRTC-TAM&quot;,\n    &quot;name&quot;: &quot;Tamsui&quot;,\n    &quot;lines&quot;: [\n      &quot;red&quot;\n    ],\n    &quot;type&quot;: &quot;surface&quot;,\n    &quot;accessibility&quot;: {\n      &quot;elevator&quot;: true,\n      &quot;escalator&quot;: true,\n      &quot;step_free&quot;: true,\n      &quot;tactile_paving&quot;: true,\n      &quot;wide_gate&quot;: true\n    },\n    &quot;zone&quot;: &quot;tamsui&quot;\n  }\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">station_info</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">Taipei Main Station</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">—</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;station_id&quot;: &quot;TRTC-TPM&quot;,\n  &quot;query_type&quot;: &quot;facilities&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;station_id&quot;: &quot;TRTC-TPM&quot;,\n  &quot;data&quot;: {\n    &quot;id&quot;: &quot;TRTC-TPM&quot;,\n    &quot;name&quot;: &quot;Taipei Main Station&quot;,\n    &quot;lines&quot;: [\n      &quot;blue&quot;,\n      &quot;red&quot;\n    ],\n    &quot;type&quot;: &quot;underground&quot;,\n    &quot;accessibility&quot;: {\n      &quot;elevator&quot;: true,\n      &quot;escalator&quot;: true,\n      &quot;step_free&quot;: true,\n      &quot;tactile_paving&quot;: true,\n      &quot;wide_gate&quot;: true\n    },\n    &quot;zone&quot;: &quot;central&quot;\n  }\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "<div class=\"metro-tool-card metro-tool-done\"><div class=\"metro-tool-head\"><span class=\"metro-tool-glyph\">✓</span><span class=\"metro-tool-name\">submit_assistant_state</span><span class=\"metro-tool-time\">350ms</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">in</span><span class=\"metro-tool-val\">advisory_only / display_info</span></div><div class=\"metro-tool-row\"><span class=\"metro-tool-key\">out</span><span class=\"metro-tool-val\">accepted</span></div><details class=\"metro-tool-raw\"><summary>raw</summary><div class=\"metro-tool-raw-label\">args</div><pre>{\n  &quot;outcome&quot;: &quot;advisory_only&quot;,\n  &quot;kiosk_action&quot;: {\n    &quot;action&quot;: &quot;display_info&quot;,\n    &quot;reason_code&quot;: &quot;ok&quot;\n  },\n  &quot;assistant_message&quot;: &quot;Route from Tamsui to Taipei Main Station is affected by planned track replacement maintenance on the Red Line this weekend. Free shuttle bus service is available between Tamsui and Beitou stations. Service resumes Tuesday 6:00 AM. Please use the shuttle bus for your journey.&quot;,\n  &quot;advisory_banners&quot;: [\n    {\n      &quot;severity&quot;: &quot;warning&quot;,\n      &quot;title&quot;: &quot;Red Line Maintenance - Tamsui to Beitou&quot;,\n      &quot;body&quot;: &quot;No train service between Tamsui and Beitou this weekend due to track replacement. Free shuttle bus available between affected stations. Service resumes Tuesday 6:00 AM.&quot;\n    },\n    {\n      &quot;severity&quot;: &quot;info&quot;,\n      &quot;title&quot;: &quot;Shuttle Bus Information&quot;,\n      &quot;body&quot;: &quot;Free shuttle buses operate between Tamsui and Beitou stations. Please follow station staff directions for shuttle bus stops and schedules.&quot;\n    }\n  ],\n  &quot;route&quot;: {\n    &quot;origin&quot;: &quot;Tamsui&quot;,\n    &quot;destination&quot;: &quot;Taipei Main Station&quot;,\n    &quot;stops&quot;: [\n      {\n        &quot;station_id&quot;: &quot;TRTC-TAM&quot;,\n        &quot;station_name&quot;: &quot;Tamsui&quot;,\n        &quot;line&quot;: &quot;red&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;TRTC-HSL&quot;,\n        &quot;station_name&quot;: &quot;Hongshulin&quot;,\n        &quot;line&quot;: &quot;red&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;TRTC-ZHU&quot;,\n        &quot;station_name&quot;: &quot;Zhuwei&quot;,\n        &quot;line&quot;: &quot;red&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;TRTC-GUA&quot;,\n        &quot;station_name&quot;: &quot;Guandu&quot;,\n        &quot;line&quot;: &quot;red&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;TRTC-ZHO&quot;,\n        &quot;station_name&quot;: &quot;Zhongyi&quot;,\n        &quot;line&quot;: &quot;red&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;TRTC-FUX&quot;,\n        &quot;station_name&quot;: &quot;Fuxinggang&quot;,\n        &quot;line&quot;: &quot;red&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;TRTC-BTO&quot;,\n        &quot;station_name&quot;: &quot;Beitou&quot;,\n        &quot;line&quot;: &quot;red&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;TRTC-QIY&quot;,\n        &quot;station_name&quot;: &quot;Qiyan&quot;,\n        &quot;line&quot;: &quot;red&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;TRTC-QIL&quot;,\n        &quot;station_name&quot;: &quot;Qilian&quot;,\n        &quot;line&quot;: &quot;red&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;TRTC-SHI&quot;,\n        &quot;station_name&quot;: &quot;Shipai&quot;,\n        &quot;line&quot;: &quot;red&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;TRTC-MIN&quot;,\n        &quot;station_name&quot;: &quot;Mingde&quot;,\n        &quot;line&quot;: &quot;red&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;TRTC-ZHI&quot;,\n        &quot;station_name&quot;: &quot;Zhishan&quot;,\n        &quot;line&quot;: &quot;red&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;TRTC-SHL&quot;,\n        &quot;station_name&quot;: &quot;Shilin&quot;,\n        &quot;line&quot;: &quot;red&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;TRTC-JNT&quot;,\n        &quot;station_name&quot;: &quot;Jiantan&quot;,\n        &quot;line&quot;: &quot;red&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;TRTC-YUA&quot;,\n        &quot;station_name&quot;: &quot;Yuanshan&quot;,\n        &quot;line&quot;: &quot;red&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;TRTC-MWR&quot;,\n        &quot;station_name&quot;: &quot;Minquan West Road&quot;,\n        &quot;line&quot;: &quot;red&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;TRTC-SHU&quot;,\n        &quot;station_name&quot;: &quot;Shuanglian&quot;,\n        &quot;line&quot;: &quot;red&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;TRTC-ZSN&quot;,\n        &quot;station_name&quot;: &quot;Zhongshan&quot;,\n        &quot;line&quot;: &quot;red&quot;,\n        &quot;is_transfer&quot;: false\n      },\n      {\n        &quot;station_id&quot;: &quot;TRTC-TPM&quot;,\n        &quot;station_name&quot;: &quot;Taipei Main Station&quot;,\n        &quot;line&quot;: &quot;red&quot;,\n        &quot;is_transfer&quot;: false\n      }\n    ],\n    &quot;transfers&quot;: 0,\n    &quot;estimated_minutes&quot;: 24,\n    &quot;distance_miles&quot;: 12.23,\n    &quot;line_sequence&quot;: [\n      &quot;red&quot;\n    ]\n  },\n  &quot;fare_quote&quot;: {\n    &quot;total&quot;: 0,\n    &quot;currency&quot;: &quot;TWD&quot;\n  },\n  &quot;reasoning&quot;: &quot;Route from Tamsui to Taipei Main Station on Red Line is affected by planned track replacement maintenance this weekend. Origin station Tamsui is marked as closed by the disruption feed. Free shuttle bus service is available as an alternative. Providing advisory-only response with route information and disruption details. Fare is not calculated since route is not operational via trains.&quot;\n}</pre><div class=\"metro-tool-raw-label\">result</div><pre>{\n  &quot;accepted&quot;: true,\n  &quot;response_id&quot;: &quot;ffaa1e78cc8a&quot;\n}</pre></details></div>"
+        },
+        {
+          "role": "assistant",
+          "content": "Route from Tamsui to Taipei Main Station is affected by planned track replacement maintenance on the Red Line this weekend. Free shuttle bus service is available between Tamsui and Beitou stations. Service resumes Tuesday 6:00 AM. Please use the shuttle bus for your journey."
+        }
+      ],
+      "route": [
+        {
+          "station_id": "TRTC-TAM",
+          "name": "Tamsui",
+          "lat": null,
+          "lon": null,
+          "line": "red",
+          "is_transfer": false
+        },
+        {
+          "station_id": "TRTC-HSL",
+          "name": "Hongshulin",
+          "lat": null,
+          "lon": null,
+          "line": "red",
+          "is_transfer": false
+        },
+        {
+          "station_id": "TRTC-ZHU",
+          "name": "Zhuwei",
+          "lat": null,
+          "lon": null,
+          "line": "red",
+          "is_transfer": false
+        },
+        {
+          "station_id": "TRTC-GUA",
+          "name": "Guandu",
+          "lat": null,
+          "lon": null,
+          "line": "red",
+          "is_transfer": false
+        },
+        {
+          "station_id": "TRTC-ZHO",
+          "name": "Zhongyi",
+          "lat": null,
+          "lon": null,
+          "line": "red",
+          "is_transfer": false
+        },
+        {
+          "station_id": "TRTC-FUX",
+          "name": "Fuxinggang",
+          "lat": null,
+          "lon": null,
+          "line": "red",
+          "is_transfer": false
+        },
+        {
+          "station_id": "TRTC-BTO",
+          "name": "Beitou",
+          "lat": null,
+          "lon": null,
+          "line": "red",
+          "is_transfer": false
+        },
+        {
+          "station_id": "TRTC-QIY",
+          "name": "Qiyan",
+          "lat": null,
+          "lon": null,
+          "line": "red",
+          "is_transfer": false
+        },
+        {
+          "station_id": "TRTC-QIL",
+          "name": "Qilian",
+          "lat": null,
+          "lon": null,
+          "line": "red",
+          "is_transfer": false
+        },
+        {
+          "station_id": "TRTC-SHI",
+          "name": "Shipai",
+          "lat": null,
+          "lon": null,
+          "line": "red",
+          "is_transfer": false
+        },
+        {
+          "station_id": "TRTC-MIN",
+          "name": "Mingde",
+          "lat": null,
+          "lon": null,
+          "line": "red",
+          "is_transfer": false
+        },
+        {
+          "station_id": "TRTC-ZHI",
+          "name": "Zhishan",
+          "lat": null,
+          "lon": null,
+          "line": "red",
+          "is_transfer": false
+        },
+        {
+          "station_id": "TRTC-SHL",
+          "name": "Shilin",
+          "lat": null,
+          "lon": null,
+          "line": "red",
+          "is_transfer": false
+        },
+        {
+          "station_id": "TRTC-JNT",
+          "name": "Jiantan",
+          "lat": null,
+          "lon": null,
+          "line": "red",
+          "is_transfer": false
+        },
+        {
+          "station_id": "TRTC-YUA",
+          "name": "Yuanshan",
+          "lat": null,
+          "lon": null,
+          "line": "red",
+          "is_transfer": false
+        },
+        {
+          "station_id": "TRTC-MWR",
+          "name": "Minquan West Road",
+          "lat": null,
+          "lon": null,
+          "line": "red",
+          "is_transfer": false
+        },
+        {
+          "station_id": "TRTC-SHU",
+          "name": "Shuanglian",
+          "lat": null,
+          "lon": null,
+          "line": "red",
+          "is_transfer": false
+        },
+        {
+          "station_id": "TRTC-ZSN",
+          "name": "Zhongshan",
+          "lat": null,
+          "lon": null,
+          "line": "red",
+          "is_transfer": false
+        },
+        {
+          "station_id": "TRTC-TPM",
+          "name": "Taipei Main Station",
+          "lat": null,
+          "lon": null,
+          "line": "red",
+          "is_transfer": false
+        }
+      ],
+      "kiosk": {
+        "outcome": "advisory_only",
+        "message": "Route from Tamsui to Taipei Main Station is affected by planned track replacement maintenance on the Red Line this weekend. Free shuttle bus service is available between Tamsui and Beitou stations. Service resumes Tuesday 6:00 AM. Please use the shuttle bus for your journey.",
+        "fare": {
+          "total": 0,
+          "currency": "TWD"
+        },
+        "advisories": [
+          {
+            "severity": "warning",
+            "title": "Red Line Maintenance - Tamsui to Beitou",
+            "body": "No train service between Tamsui and Beitou this weekend due to track replacement. Free shuttle bus available between affected stations. Service resumes Tuesday 6:00 AM."
+          },
+          {
+            "severity": "info",
+            "title": "Shuttle Bus Information",
+            "body": "Free shuttle buses operate between Tamsui and Beitou stations. Please follow station staff directions for shuttle bus stops and schedules."
+          }
+        ],
+        "action": {
+          "action": "display_info",
+          "reason_code": "ok"
+        }
+      }
+    }
+  ]
+}

render.py

@@ -0,0 +1,217 @@
+"""Pure-function rendering helpers for the kiosk chat + map UI.
+
+Lives separately from app.py so capture/replay tooling can import these
+without triggering the (heavy) model load at app.py module level.
+"""
+
+from __future__ import annotations
+
+import html
+import json
+import re
+
+
+KNOWN_TOOLS = {
+    "route_planner", "fare_calculator", "station_info", "line_info",
+    "disruption_feed", "knowledge_base", "submit_assistant_state",
+}
+
+
+# --- narrative cleanup -----------------------------------------------------
+
+_THINK_RE = re.compile(r"<think>.*?</think>\s*", re.DOTALL)
+_TOOL_CALL_RE = re.compile(r"<tool_call>.*?</tool_call>\s*", re.DOTALL)
+
+
+def strip_think_block(text: str) -> str:
+    """Remove <think>...</think> content (and stray close-tags emitted by the
+    Qwen3.5 chat template) before showing the raw model output."""
+    text = _THINK_RE.sub("", text)
+    return text.replace("</think>", "").strip()
+
+
+def strip_tool_calls(text: str) -> str:
+    """Remove every <tool_call>...</tool_call> block so what remains is just
+    the model's narrative for chat display."""
+    return _TOOL_CALL_RE.sub("", text)
+
+
+def to_narrative(text: str) -> str:
+    """Narrative text shown in the chat bubble — neither think tags nor
+    tool-call XML belong there."""
+    return strip_think_block(strip_tool_calls(text))
+
+
+# --- tool card -------------------------------------------------------------
+
+def tool_status(name: str, result) -> tuple[str, str]:
+    """(status_label, glyph) for the UI metadata block.
+    - hallucinated → ✗ (tool name unknown)
+    - registered + error → ⚠ (validation/domain error)
+    - else → ✓"""
+    if name not in KNOWN_TOOLS:
+        return "hallucinated", "✗"
+    if isinstance(result, dict) and result.get("error"):
+        return "rejected", "⚠"
+    return "done", "✓"
+
+
+def summarise_result(name: str, result) -> str:
+    if not isinstance(result, dict):
+        return ""
+    if result.get("error"):
+        err = result["error"]
+        if isinstance(err, dict) and isinstance(err.get("detail"), list):
+            parts = []
+            for d in err["detail"][:4]:
+                loc = ".".join(str(x) for x in (d.get("loc") or [])[1:])
+                parts.append(f"{loc}: {d.get('msg', 'invalid')}")
+            return "; ".join(parts)
+        return str(err)[:240]
+    if name == "route_planner" and isinstance(result.get("stops"), list):
+        t = result.get("transfers", 0)
+        return f"{len(result['stops'])} stops · {t} transfer{'s' if t != 1 else ''} · {round(result.get('estimated_minutes', 0))} min"
+    if name == "fare_calculator":
+        return f"total {result.get('currency', '')} {result.get('total', '?')}"
+    if name == "submit_assistant_state":
+        return "accepted" if result.get("accepted") else "rejected"
+    if name == "disruption_feed" and isinstance(result.get("disruptions"), list):
+        return f"{len(result['disruptions'])} active"
+    if name == "station_info" and isinstance(result.get("stations"), list):
+        return f"{len(result['stations'])} station(s)"
+    return ""
+
+
+def summarise_args(name: str, args: dict, bundle: dict) -> str:
+    """One-line preview of tool args (station IDs resolved to names where
+    possible) — paired with `summarise_result` to drive the tool card.
+    Field names mirror the Pydantic schemas in harness/mock_server.py."""
+    sb = bundle["station_by_id"]
+    if name == "route_planner":
+        f = (sb.get(args.get("origin")) or {}).get("name") or args.get("origin") or "?"
+        t = (sb.get(args.get("destination")) or {}).get("name") or args.get("destination") or "?"
+        s = f"{f} → {t}"
+        extras = []
+        rs = args.get("station_restrictions") or []
+        sc = args.get("segment_closures") or []
+        lc = args.get("line_closures") or []
+        if rs:
+            extras.append(f"{len(rs)} restriction{'s' if len(rs) != 1 else ''}")
+        if sc:
+            extras.append(f"{len(sc)} closure{'s' if len(sc) != 1 else ''}")
+        if lc:
+            extras.append(f"{len(lc)} line closure{'s' if len(lc) != 1 else ''}")
+        if extras:
+            s += " · " + ", ".join(extras)
+        return s
+    if name == "fare_calculator":
+        passengers = args.get("passengers") or {}
+        if isinstance(passengers, dict):
+            parts = [f"{v}× {k}" for k, v in passengers.items() if isinstance(v, int) and v > 0]
+            base = ", ".join(parts) if parts else "—"
+        else:
+            base = "—"
+        rid = args.get("route_id")
+        return f"{base} · {rid}" if rid else base
+    if name == "station_info":
+        ids = args.get("station_ids")
+        if isinstance(ids, list):
+            if len(ids) == 1:
+                return (sb.get(ids[0]) or {}).get("name") or ids[0]
+            return f"{len(ids)} stations"
+        sid = args.get("station_id")
+        if sid:
+            return (sb.get(sid) or {}).get("name") or sid
+        return "—"
+    if name == "line_info":
+        lines = args.get("lines")
+        if isinstance(lines, list) and lines:
+            return ", ".join(str(l) for l in lines[:4]) + ("…" if len(lines) > 4 else "")
+        return str(args.get("line") or "—")
+    if name == "disruption_feed":
+        line = args.get("line")
+        station = args.get("station")
+        sev = args.get("severity_filter")
+        parts = []
+        if line:
+            parts.append(f"line {line}")
+        if station:
+            parts.append(f"@{(sb.get(station) or {}).get('name') or station}")
+        if sev and sev != "all":
+            parts.append(sev)
+        return " · ".join(parts) if parts else "all disruptions"
+    if name == "knowledge_base":
+        if args.get("policy_id"):
+            return f"policy: {args['policy_id']}"
+        q = (args.get("query") or "").strip()
+        return (q[:80] + "…") if len(q) > 80 else (q or "—")
+    if name == "submit_assistant_state":
+        out = args.get("outcome") or "—"
+        ka = args.get("kiosk_action") or {}
+        action = ka.get("action") if isinstance(ka, dict) else ka
+        return f"{out} / {action or '—'}"
+    return "—"
+
+
+def format_tool_card(name: str, args: dict, result, elapsed_ms: float,
+                     status: str, glyph: str, bundle: dict) -> str:
+    """Compact HTML card for one tool round-trip. Top: glyph + name + time.
+    Body: in/out one-liners. Bottom: <details> hides the raw JSON for power
+    users. Renders inside a chatbot bot bubble (chatbot has sanitize_html
+    disabled so the <div>/<details> survive)."""
+    args_preview = summarise_args(name, args, bundle)
+    result_preview = summarise_result(name, result) or "—"
+
+    args_json = json.dumps(args, indent=2, ensure_ascii=False)
+    result_json = json.dumps(result, indent=2, default=str, ensure_ascii=False)
+    if len(result_json) > 1200:
+        result_json = result_json[:1197] + "…"
+
+    e = html.escape
+    return (
+        f'<div class="metro-tool-card metro-tool-{e(status)}">'
+        f'<div class="metro-tool-head">'
+        f'<span class="metro-tool-glyph">{e(glyph)}</span>'
+        f'<span class="metro-tool-name">{e(name)}</span>'
+        f'<span class="metro-tool-time">{elapsed_ms:.0f}ms</span>'
+        f'</div>'
+        f'<div class="metro-tool-row">'
+        f'<span class="metro-tool-key">in</span>'
+        f'<span class="metro-tool-val">{e(args_preview)}</span>'
+        f'</div>'
+        f'<div class="metro-tool-row">'
+        f'<span class="metro-tool-key">out</span>'
+        f'<span class="metro-tool-val">{e(result_preview)}</span>'
+        f'</div>'
+        f'<details class="metro-tool-raw">'
+        f'<summary>raw</summary>'
+        f'<div class="metro-tool-raw-label">args</div>'
+        f'<pre>{e(args_json)}</pre>'
+        f'<div class="metro-tool-raw-label">result</div>'
+        f'<pre>{e(result_json)}</pre>'
+        f'</details>'
+        f'</div>'
+    )
+
+
+# --- route geometry --------------------------------------------------------
+
+def route_with_coords(stops, station_by_id: dict) -> list:
+    """Annotate route_planner stops with lat/lon + carry through line and
+    transfer flags so the JS can draw per-line segments and mark transfer
+    stations (matching the /simulator dashboard's drawRoute behavior)."""
+    out = []
+    for s in stops or []:
+        if not isinstance(s, dict):
+            continue
+        sid = s.get("station_id")
+        geo = station_by_id.get(sid, {}) if sid else {}
+        out.append({
+            "station_id": sid,
+            "name": s.get("station_name") or geo.get("name"),
+            "lat": geo.get("lat"),
+            "lon": geo.get("lon"),
+            "line": s.get("line"),
+            "is_transfer": bool(s.get("is_transfer")),
+        })
+    return out