From b3b1da052f79587c7142387aa6cae643d309fc51 Mon Sep 17 00:00:00 2001
From: zeus229 <69399886+zeus229@users.noreply.github.com>
Date: Fri, 2 Oct 2026 14:53:45 +0000
Subject: [PATCH] feat(email): add rich scheduled report delivery

Signed-off-by: zeus229 <69399886+zeus229@users.noreply.github.com>
---
 agent/requirements.txt                        |   2 +
 agent/src/api/scheduled_routes.py             |  21 +++-
 agent/src/channels/email.py                   |  33 ++++-
 agent/src/channels/registry.py                |   1 +
 agent/src/channels/rich_text.py               |  55 ++++++++
 agent/src/scheduled_research/executor.py      |  20 +--
 agent/src/scheduled_research/models.py        |   6 +
 agent/tests/test_email_rich_delivery.py       | 118 ++++++++++++++++++
 .../test_scheduled_email_delivery_format.py   |  56 +++++++++
 .../electron/requirements-windows-lock.txt    |  33 +++++
 frontend/src/i18n/locales/ar.json             |   7 ++
 frontend/src/i18n/locales/de.json             |   7 ++
 frontend/src/i18n/locales/en.json             |   7 ++
 frontend/src/i18n/locales/es.json             |   7 ++
 frontend/src/i18n/locales/id.json             |   7 ++
 frontend/src/i18n/locales/ja.json             |   7 ++
 frontend/src/i18n/locales/ko.json             |   7 ++
 frontend/src/i18n/locales/pt-BR.json          |   7 ++
 frontend/src/i18n/locales/zh-CN.json          |   7 ++
 frontend/src/lib/api.ts                       |   2 +
 frontend/src/pages/Scheduled.tsx              |  34 ++++-
 .../src/pages/__tests__/Scheduled.test.tsx    |  24 ++++
 pyproject.toml                                |   2 +
 requirements-lock.txt                         |  33 +++++
 24 files changed, 491 insertions(+), 12 deletions(-)
 create mode 100644 agent/src/channels/rich_text.py
 create mode 100644 agent/tests/test_email_rich_delivery.py
 create mode 100644 agent/tests/test_scheduled_email_delivery_format.py

diff --git a/agent/requirements.txt b/agent/requirements.txt
index 323dca26..5f093b55 100644
--- a/agent/requirements.txt
+++ b/agent/requirements.txt
@@ -65,4 +65,6 @@ ddgs>=6.0.0
 # Shadow Account HTML/PDF Report
 jinja2>=3.1.0
 matplotlib>=3.7.0
+mistune>=3.0.0
+nh3>=0.2.18
 weasyprint>=60.0
diff --git a/agent/src/api/scheduled_routes.py b/agent/src/api/scheduled_routes.py
index 2806c25d..e9fa2f70 100644
--- a/agent/src/api/scheduled_routes.py
+++ b/agent/src/api/scheduled_routes.py
@@ -10,7 +10,7 @@ import re
 import sys as _sys
 import time
 import uuid
-from typing import TYPE_CHECKING, Any, Awaitable, Callable, Dict, List, Optional
+from typing import TYPE_CHECKING, Any, Awaitable, Callable, Dict, List, Literal, Optional
 
 from fastapi import Depends, FastAPI, HTTPException, Query, status
 from pydantic import BaseModel, Field
@@ -115,13 +115,16 @@ def _read_scheduled_briefing(session_id: str) -> Optional[tuple[str, str]]:
     return None
 
 
-async def _send_scheduled_briefing(channel: str, target: Optional[str], text: str):
+async def _send_scheduled_briefing(
+    channel: str, target: Optional[str], text: str, delivery_format: Optional[str] = None
+):
     """Deliver one briefing through the configured IM channel.
 
     Args:
         channel: Channel id as configured in the channel runtime.
         target: Address within that channel, or ``None`` for its default.
         text: The briefing to deliver.
+        delivery_format: Optional presentation hint for channels that support it.
 
     Raises:
         RuntimeError: If the channel runtime is unavailable or has no such
@@ -139,8 +142,9 @@ async def _send_scheduled_briefing(channel: str, target: Optional[str], text: st
         raise RuntimeError(f"channel {channel!r} is not configured")
     if not target:
         raise RuntimeError(f"channel {channel!r} has no delivery target configured")
+    metadata = {"delivery_format": delivery_format} if delivery_format else {}
     return await adapter.send_with_receipt(
-        OutboundMessage(channel=channel, chat_id=target, content=text)
+        OutboundMessage(channel=channel, chat_id=target, content=text, metadata=metadata)
     )
 
 
@@ -226,6 +230,9 @@ class CreateScheduledRunRequest(BaseModel):
     delivery_target_ref: Optional[str] = Field(
         None, description="Opaque operator-configured target ref; preferred over raw target ids"
     )
+    delivery_format: Optional[Literal["html", "pdf"]] = Field(
+        None, description="Email report presentation: HTML body or PDF attachment"
+    )
     end_at: Optional[int] = Field(
         None, description="Epoch-ms boundary after which no further run is dispatched"
     )
@@ -316,6 +323,7 @@ class ScheduledRunResponse(BaseModel):
     delivery_target: Optional[str] = None
     delivery_target_ref: Optional[str] = None
     delivery_target_label: Optional[str] = None
+    delivery_format: Optional[str] = None
     delivery_status: str = "none"
     delivery_error: Optional[str] = None
     delivery_updated_at: Optional[int] = None
@@ -471,6 +479,12 @@ def register_scheduled_routes(
             delivery_target = resolved_target.target
             delivery_target_label = resolved_target.label
 
+        if request.delivery_format is not None and delivery_channel != "email":
+            raise HTTPException(
+                status_code=422,
+                detail="delivery_format is supported only for email delivery",
+            )
+
         job = ScheduledResearchJob(
             id=request.id or str(uuid.uuid4()),
             title=request.title or "",
@@ -486,6 +500,7 @@ def register_scheduled_routes(
             delivery_target=delivery_target,
             delivery_target_ref=request.delivery_target_ref,
             delivery_target_label=delivery_target_label,
+            delivery_format=request.delivery_format,
         )
         _get_scheduled_research_store().upsert(job)
         return _job_to_response(job)
diff --git a/agent/src/channels/email.py b/agent/src/channels/email.py
index d4fc541d..7aa19b46 100644
--- a/agent/src/channels/email.py
+++ b/agent/src/channels/email.py
@@ -18,6 +18,8 @@ from fnmatch import fnmatch
 from pathlib import Path
 from typing import Any, Literal
 
+from src.channels.rich_text import render_email_html
+
 import logging; logger = logging.getLogger(__name__)
 from pydantic import Field
 
@@ -305,11 +307,33 @@ class EmailChannel(BaseChannel):
             fallback = "\n".join(failed_attachments)
             content = f"{content.rstrip()}\n\n{fallback}" if content.strip() else fallback
 
+        delivery_format = (msg.metadata or {}).get("delivery_format")
+        if delivery_format not in {"html", "pdf"}:
+            delivery_format = None
+
         email_msg = EmailMessage()
         email_msg["From"] = self.config.from_address or self.config.smtp_username or self.config.imap_username
         email_msg["To"] = to_addr
         email_msg["Subject"] = subject
-        email_msg.set_content(content)
+
+        generated_pdf: bytes | None = None
+        if delivery_format == "pdf":
+            # Keep the report out of the message body when PDF delivery is
+            # requested; a render failure must not silently send it as plain text.
+            notice = "Report attached as PDF."
+            email_msg.set_content(notice)
+            email_msg.add_alternative(render_email_html(notice), subtype="html")
+            try:
+                from weasyprint import HTML
+
+                generated_pdf = HTML(string=render_email_html(content)).write_pdf()
+            except Exception:
+                self.logger.exception("Failed to render required PDF attachment")
+                raise
+        else:
+            email_msg.set_content(content)
+            if delivery_format == "html":
+                email_msg.add_alternative(render_email_html(content), subtype="html")
 
         for data, maintype, subtype, filename in attachments:
             email_msg.add_attachment(
@@ -318,6 +342,13 @@ class EmailChannel(BaseChannel):
                 subtype=subtype,
                 filename=filename,
             )
+        if generated_pdf is not None:
+            email_msg.add_attachment(
+                generated_pdf,
+                maintype="application",
+                subtype="pdf",
+                filename="vibe-trading-report.pdf",
+            )
 
         in_reply_to = self._last_message_id_by_chat.get(to_addr)
         if in_reply_to:
diff --git a/agent/src/channels/registry.py b/agent/src/channels/registry.py
index 824a1ed7..6b8cb68b 100644
--- a/agent/src/channels/registry.py
+++ b/agent/src/channels/registry.py
@@ -33,6 +33,7 @@ _INTERNAL = frozenset(
         "pairing",
         "qq_probe",
         "registry",
+        "rich_text",
         "runtime",
         "targets",
         "token_probe",
diff --git a/agent/src/channels/rich_text.py b/agent/src/channels/rich_text.py
new file mode 100644
index 00000000..af4f05a0
--- /dev/null
+++ b/agent/src/channels/rich_text.py
@@ -0,0 +1,55 @@
+"""Safe rich-text rendering for outbound email reports."""
+
+from __future__ import annotations
+
+import nh3
+from mistune import create_markdown
+
+_MARKDOWN = create_markdown(escape=True, plugins=["table", "strikethrough", "url"])
+
+_ALLOWED_TAGS = {
+    "p", "a", "strong", "em", "del", "code", "pre", "blockquote",
+    "ul", "ol", "li", "h1", "h2", "h3", "h4", "h5", "h6",
+    "hr", "br", "table", "thead", "tbody", "tr", "th", "td",
+}
+_ALLOWED_ATTRIBUTES: dict[str, set[str]] = {
+    "a": {"href"},
+    "code": {"class"},
+    "ol": {"start"},
+}
+_CLEANER = nh3.Cleaner(
+    tags=_ALLOWED_TAGS,
+    attributes=_ALLOWED_ATTRIBUTES,
+    url_schemes={"https", "http", "mailto"},
+    strip_comments=True,
+    link_rel="noopener noreferrer",
+)
+
+_EMAIL_CSS = """
+body { font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", Arial, sans-serif;
+       color: #1f2937; line-height: 1.55; max-width: 860px; margin: 0 auto; padding: 24px; }
+h1, h2, h3 { color: #111827; line-height: 1.25; }
+h1 { font-size: 26px; } h2 { font-size: 21px; margin-top: 28px; }
+h3 { font-size: 17px; margin-top: 22px; }
+a { color: #2563eb; }
+table { border-collapse: collapse; width: 100%; margin: 16px 0; }
+th, td { border: 1px solid #d1d5db; padding: 8px 10px; text-align: left; }
+th { background: #f3f4f6; }
+blockquote { border-left: 4px solid #d1d5db; margin-left: 0; padding-left: 14px; color: #4b5563; }
+code { background: #f3f4f6; padding: 2px 4px; border-radius: 4px; }
+pre { background: #f3f4f6; padding: 12px; overflow-wrap: anywhere; white-space: pre-wrap; }
+"""
+
+
+def render_markdown_fragment(text: str) -> str:
+    """Render Markdown to a conservative, sanitized HTML fragment."""
+    return _CLEANER.clean(_MARKDOWN(text or "")).strip()
+
+
+def render_email_html(text: str) -> str:
+    """Render Markdown as a standalone HTML document suitable for email/PDF."""
+    body = render_markdown_fragment(text)
+    return (
+        '<!doctype html><html><head><meta charset="utf-8">'
+        f"<style>{_EMAIL_CSS}</style></head><body>{body}</body></html>"
+    )
diff --git a/agent/src/scheduled_research/executor.py b/agent/src/scheduled_research/executor.py
index 987fb7c3..0abd2299 100644
--- a/agent/src/scheduled_research/executor.py
+++ b/agent/src/scheduled_research/executor.py
@@ -53,10 +53,8 @@ NowFn = Callable[[], int]
 DispatchCallback = Callable[[ScheduledResearchJob], Awaitable[Optional[str]]]
 #: session_id -> (terminal status, briefing text), or None while in flight.
 BriefingReader = Callable[[str], Optional[tuple[str, str]]]
-#: (channel, target, text) -> delivered.
-ChannelSender = Callable[
-    [str, Optional[str], str], Awaitable[DeliveryReceipt | None]
-]
+#: (channel, target, text[, delivery_format]) -> delivered.
+ChannelSender = Callable[..., Awaitable[DeliveryReceipt | None]]
 
 _TRUE_VALUES = {"1", "true", "yes", "on"}
 # Search by day, not by minute, so an impossible date (e.g. Feb 31) fails fast
@@ -649,9 +647,17 @@ class ScheduledResearchExecutor:
             self._store.upsert(current, validate=False)
 
             try:
-                receipt = await self._channel_sender(
-                    job.delivery_channel, job.delivery_target, text
-                )
+                if job.delivery_format is None:
+                    receipt = await self._channel_sender(
+                        job.delivery_channel, job.delivery_target, text
+                    )
+                else:
+                    receipt = await self._channel_sender(
+                        job.delivery_channel,
+                        job.delivery_target,
+                        text,
+                        job.delivery_format,
+                    )
             except asyncio.CancelledError:
                 raise
             except Exception as exc:
diff --git a/agent/src/scheduled_research/models.py b/agent/src/scheduled_research/models.py
index d1488f06..9d138f83 100644
--- a/agent/src/scheduled_research/models.py
+++ b/agent/src/scheduled_research/models.py
@@ -380,6 +380,7 @@ class ScheduledResearchJob:
     delivery_target: Optional[str] = None
     delivery_target_ref: Optional[str] = None
     delivery_target_label: Optional[str] = None
+    delivery_format: Optional[str] = None
     delivery: DeliveryRecord = field(default_factory=DeliveryRecord)
     last_verdict: Optional[VerdictRecord] = None
 
@@ -411,6 +412,7 @@ class ScheduledResearchJob:
             "delivery_target": self.delivery_target,
             "delivery_target_ref": self.delivery_target_ref,
             "delivery_target_label": self.delivery_target_label,
+            "delivery_format": self.delivery_format,
             "delivery": self.delivery.to_dict(),
             "last_verdict": self.last_verdict.to_dict() if self.last_verdict else None,
         }
@@ -488,6 +490,9 @@ class ScheduledResearchJob:
         delivery_target = data.get("delivery_target")
         delivery_target_ref = data.get("delivery_target_ref")
         delivery_target_label = data.get("delivery_target_label")
+        delivery_format = data.get("delivery_format")
+        if delivery_format not in {None, "html", "pdf"}:
+            raise ValueError("'delivery_format' must be 'html', 'pdf', or null")
         for name, value in (
             ("delivery_channel", delivery_channel),
             ("delivery_target", delivery_target),
@@ -517,6 +522,7 @@ class ScheduledResearchJob:
             delivery_target=delivery_target,
             delivery_target_ref=delivery_target_ref,
             delivery_target_label=delivery_target_label,
+            delivery_format=delivery_format,
             delivery=DeliveryRecord.from_dict(data.get("delivery")),
             last_verdict=_verdict_record_or_none(data.get("last_verdict"), job_id),
         )
diff --git a/agent/tests/test_email_rich_delivery.py b/agent/tests/test_email_rich_delivery.py
new file mode 100644
index 00000000..22227fda
--- /dev/null
+++ b/agent/tests/test_email_rich_delivery.py
@@ -0,0 +1,118 @@
+from __future__ import annotations
+
+import asyncio
+import sys
+from types import SimpleNamespace
+
+from src.channels.bus.events import OutboundMessage
+from src.channels.bus.queue import MessageBus
+from src.channels.email import EmailChannel
+from src.channels.rich_text import render_email_html
+
+
+def _channel() -> EmailChannel:
+    return EmailChannel(
+        {
+            "consent_granted": True,
+            "smtp_host": "smtp.example.test",
+            "smtp_username": "bot@example.test",
+            "smtp_password": "secret",
+            "from_address": "bot@example.test",
+        },
+        MessageBus(),
+    )
+
+
+def test_rich_email_renderer_preserves_markdown_and_sanitizes_html():
+    rendered = render_email_html(
+        "# Portfolio\n\n**Return:** 1.2%\n\n| Asset | Weight |\n|---|---:|\n| ABC | 10% |\n"
+        "<script>alert(1)</script>\n[jump](javascript:alert(1))"
+    )
+
+    assert "<h1>Portfolio</h1>" in rendered
+    assert "<strong>Return:</strong>" in rendered
+    assert "<table>" in rendered
+    assert "<script>" not in rendered
+    assert "javascript:" not in rendered
+
+
+def test_default_delivery_preserves_plain_body(monkeypatch):
+    channel = _channel()
+    sent = []
+    monkeypatch.setattr(channel, "_smtp_send", lambda message: sent.append(message))
+
+    asyncio.run(
+        channel.send(
+            OutboundMessage(
+                channel="email",
+                chat_id="reader@example.test",
+                content="Legacy plain body",
+            )
+        )
+    )
+
+    assert sent[0].get_content_type() == "text/plain"
+    assert sent[0].get_content().strip() == "Legacy plain body"
+
+
+def test_per_message_html_keeps_plain_fallback(monkeypatch):
+    channel = _channel()
+    sent = []
+    monkeypatch.setattr(channel, "_smtp_send", lambda message: sent.append(message))
+
+    asyncio.run(
+        channel.send(
+            OutboundMessage(
+                channel="email",
+                chat_id="reader@example.test",
+                content="# Scheduled report\n\n**Return:** 1.2%",
+                metadata={"delivery_format": "html"},
+            )
+        )
+    )
+
+    message = sent[0]
+    assert message.get_body(preferencelist=("plain",)).get_content().startswith("# Scheduled report")
+    assert "<h1>Scheduled report</h1>" in message.get_body(preferencelist=("html",)).get_content()
+    assert list(message.iter_attachments()) == []
+
+
+def test_per_message_pdf_keeps_report_out_of_body(monkeypatch):
+    channel = _channel()
+    sent = []
+    monkeypatch.setattr(channel, "_smtp_send", lambda message: sent.append(message))
+
+    class FakeHTML:
+        def __init__(self, *, string: str):
+            self.string = string
+
+        def write_pdf(self) -> bytes:
+            assert "Portfolio value: 123456" in self.string
+            return b"%PDF-1.7\n%%EOF\n"
+
+    monkeypatch.setitem(sys.modules, "weasyprint", SimpleNamespace(HTML=FakeHTML))
+
+    asyncio.run(
+        channel.send(
+            OutboundMessage(
+                channel="email",
+                chat_id="reader@example.test",
+                content="# Sensitive report\n\nPortfolio value: 123456",
+                metadata={"delivery_format": "pdf"},
+            )
+        )
+    )
+
+    message = sent[0]
+    plain_body = message.get_body(preferencelist=("plain",)).get_content()
+    html_body = message.get_body(preferencelist=("html",)).get_content()
+    assert "Report attached as PDF." in plain_body
+    assert "123456" not in plain_body
+    assert "123456" not in html_body
+    pdf_parts = [
+        part for part in message.iter_attachments()
+        if part.get_content_type() == "application/pdf"
+    ]
+    assert len(pdf_parts) == 1
+    assert pdf_parts[0].get_filename() == "vibe-trading-report.pdf"
+    assert pdf_parts[0].get_payload(decode=True).startswith(b"%PDF")
diff --git a/agent/tests/test_scheduled_email_delivery_format.py b/agent/tests/test_scheduled_email_delivery_format.py
new file mode 100644
index 00000000..96bcd0f2
--- /dev/null
+++ b/agent/tests/test_scheduled_email_delivery_format.py
@@ -0,0 +1,56 @@
+from __future__ import annotations
+
+from pathlib import Path
+
+import pytest
+from fastapi.testclient import TestClient
+
+import api_server
+from src.api import scheduled_routes
+from src.scheduled_research.store import ScheduledResearchJobStore
+
+
+@pytest.fixture
+def client(tmp_path: Path, monkeypatch: pytest.MonkeyPatch) -> TestClient:
+    store = ScheduledResearchJobStore(path=tmp_path / "scheduled_jobs.json")
+    monkeypatch.setattr(scheduled_routes, "_scheduled_research_store", store)
+    monkeypatch.delenv("API_AUTH_KEY", raising=False)
+    monkeypatch.setattr(api_server, "_API_KEY", "")
+    return TestClient(api_server.app, client=("127.0.0.1", 50000))
+
+
+def test_create_email_job_persists_report_format(client: TestClient):
+    response = client.post(
+        "/scheduled-runs",
+        json={
+            "id": "email-html",
+            "prompt": "prepare the daily report",
+            "schedule": "60000",
+            "delivery_channel": "email",
+            "delivery_target": "reader@example.test",
+            "delivery_format": "html",
+        },
+    )
+
+    assert response.status_code == 201
+    assert response.json()["delivery_format"] == "html"
+
+    listed = client.get("/scheduled-runs").json()
+    assert listed[0]["delivery_format"] == "html"
+
+
+def test_create_rejects_report_format_for_non_email_channel(client: TestClient):
+    response = client.post(
+        "/scheduled-runs",
+        json={
+            "id": "telegram-pdf",
+            "prompt": "prepare the daily report",
+            "schedule": "60000",
+            "delivery_channel": "telegram",
+            "delivery_target": "123",
+            "delivery_format": "pdf",
+        },
+    )
+
+    assert response.status_code == 422
+    assert "only for email" in response.json()["detail"]
diff --git a/desktop/electron/requirements-windows-lock.txt b/desktop/electron/requirements-windows-lock.txt
index 828e71cb..d47bd8ce 100644
--- a/desktop/electron/requirements-windows-lock.txt
+++ b/desktop/electron/requirements-windows-lock.txt
@@ -1906,6 +1906,10 @@ mini-racer==0.14.1 \
     --hash=sha256:ad4b5c15993caab571fac3d67e0d55157b358bd439e629e0fef26c45a12c8bab \
     --hash=sha256:cdf3a088e1363f16a695288f882abf76b3705b8e1df21418208b87ed010037a4
     # via akshare
+mistune==3.3.4 \
+    --hash=sha256:58b5c96d6fcb61190dfe5fae498d2b2065f99cf61e9649418fd54cf1ada86dfe \
+    --hash=sha256:ee015381e955e370962968befe1d729ab60fafb6a715ac6751763fbce38c8d4a
+    # via -r agent/requirements.txt
 more-itertools==11.1.0 \
     --hash=sha256:48e8f4d9e7e5878571ecf6f2b4e57634f93cd474cc8cfbd2376f2d11b396e30d \
     --hash=sha256:4b65538ae22f6fed0ce4874efd317463a7489796a0939fa66824dd542125a192
@@ -2098,6 +2102,35 @@ numba==0.66.0 \
     --hash=sha256:fb601841d9e02e6237bb6522e36d0741614be3cfe2b482a6f00a41b5ba209443 \
     --hash=sha256:fc6629becb21a867d85401ec89f426dd24c484a4193ade8a38309debfd1529ca
     # via smartmoneyconcepts
+nh3==0.3.7 \
+    --hash=sha256:157ec1eb7a62f3d9a7badb8d82d89aa810e3e24e097eedfa481a25d0c8a99877 \
+    --hash=sha256:15f5fbf090f5c88d61c820e1fc1fceecb6520cca9fe85649c06b57ef9dc9ff62 \
+    --hash=sha256:18f4278ecd157d43cb35acd5aae9f35cfa79f546b4922bd86536adc0f6312102 \
+    --hash=sha256:19f288c938ec6eef1f5d2c6cab47838e71fef8097e1c1233802be5a6230ba086 \
+    --hash=sha256:4968fe8d2db97c6f047659bf46a449fd8ec377f44ebf3e0a1b96c0d3a333ae32 \
+    --hash=sha256:5ffdfcb9a686ffb12765376bcfb6b5b55728516d3c0ee317d29982381ded3df8 \
+    --hash=sha256:614dac4a4c36ad084e78447d16fe898dedd762e354a7ab9cda2984e82f67883d \
+    --hash=sha256:618e3059caf41ccdf5dcccb3fa9df4cf6e4efe23d1382a8bbfca272a8a4f8bfc \
+    --hash=sha256:6698a822132beedab80f131c08d8d0ac5a178ddeb488d02ca4b67716ecfac7af \
+    --hash=sha256:6c3aa50eb26e9228238271db9f983cbc3b006dfbfeca2d4dc34c33ddc6ac5ea5 \
+    --hash=sha256:6e4280115d44c3b278eef712a86748c1a723105cd79feec46952383117ab4e59 \
+    --hash=sha256:70f5ac8626e899a4bab0ef74ca2f5bd602f49c7b739e6e5026b4afc6d63dac42 \
+    --hash=sha256:71860d01c16f4d8c72e334e0674beb2b0899dbd0bf760de18932ef4390303848 \
+    --hash=sha256:808def0c8c07843e6e50dc84f532457bfa2cfd17417b219a5d9e7c773709331a \
+    --hash=sha256:874b7d67a067bd29a59223f6270fc30da4edd8e6d87fd219fc93bcbaa662c946 \
+    --hash=sha256:91a4dab4e94d9fc54b9f67b1adfb23e81fab7ab43f33c3b8c97be9aa38f789ba \
+    --hash=sha256:94fd6e59553fbb9ffd8ba71bbd5a54e3126ba01799a097ae30d5341d750bc6ac \
+    --hash=sha256:9b7279d43323a25225df23576af6594a16693f61431170848b8b2ac21ad4f174 \
+    --hash=sha256:bc42bb1193c1e28a1e74c2cabaca178e118a7103e8832699fef8a2b3e2496493 \
+    --hash=sha256:be53a4825585f701955cb9baf49f478f56eb81e20294329fe4bc689dd5dd81fa \
+    --hash=sha256:d56e76bd3cadb09b6b0cef364850811663734b348a25f5f587a2819c495367bd \
+    --hash=sha256:de2b2aab32ea303405debefdcfc58043d3e635fa3f67b9eb140d2b0e0c0d2563 \
+    --hash=sha256:e8fd1ab205258b29254f72db377d99e2c96aa7653ef3b015ccab0420b094b506 \
+    --hash=sha256:eae64328e46a25785535afcb6885b6f182ecaf5ee8c88f8c075422db8aacc65b \
+    --hash=sha256:f04b7d333b27f13ca439da3cf1c75c2fba34f104969f6ce4ac8e7079699c2f4a \
+    --hash=sha256:f266d3f1b3647449923a8e406524632220dd5d8b647078dfe45b885d33d10479 \
+    --hash=sha256:fd4a70efb45d5372174f718878eb7a35c12677626a63b2f103b23b833457dcac
+    # via -r agent/requirements.txt
 numpy==2.4.6 \
     --hash=sha256:001fbb8e08d942dd57599e781f2472269ee7f2755fae407b4f67b2f0b17da3f1 \
     --hash=sha256:0280e0356c0829a18d9de1cb7eee50ec22ca639878d7240307ca0943d73cd2c4 \
diff --git a/frontend/src/i18n/locales/ar.json b/frontend/src/i18n/locales/ar.json
index a54ed6b9..497c6132 100644
--- a/frontend/src/i18n/locales/ar.json
+++ b/frontend/src/i18n/locales/ar.json
@@ -185,6 +185,13 @@
     "deliveryChannelPlaceholder": "telegram أو feishu … (اتركه فارغًا لإبقاء النتائج داخل التطبيق)",
     "deliveryTargetLabel": "وجهة القناة",
     "deliveryTargetPlaceholder": "معرّف محادثة / مجموعة / مستخدم",
+    "deliveryFormatLabel": "Email report format",
+    "deliveryFormatDefault": "Channel default (plain text)",
+    "deliveryFormatHtml": "HTML email",
+    "deliveryFormatPdf": "PDF attachment",
+    "deliveryFormatDefaultHint": "Keeps the existing plain-text delivery behavior.",
+    "deliveryFormatHtmlHint": "Shows the full report as sanitized HTML in the email body.",
+    "deliveryFormatPdfHint": "Attaches the full report as PDF and keeps only a short notice in the body.",
     "deliveryHint": "مُعطّل افتراضيًا. يُرسل الملخص **بعد انتهاء** التشغيل، لا عند جدولته.",
     "deliveryTargetRequired": "حدّد وجهة لهذه القناة أو أفرغ حقل القناة.",
     "delivery_none": "سيُرسل إلى {{channel}} بعد التشغيل القادم",
diff --git a/frontend/src/i18n/locales/de.json b/frontend/src/i18n/locales/de.json
index 7db50639..2e3db3f3 100644
--- a/frontend/src/i18n/locales/de.json
+++ b/frontend/src/i18n/locales/de.json
@@ -190,6 +190,13 @@
     "deliveryChannelPlaceholder": "telegram, feishu … (leer lassen, dann bleibt alles in der App)",
     "deliveryTargetLabel": "Ziel im Kanal",
     "deliveryTargetPlaceholder": "Chat- / Gruppen- / Benutzer-ID",
+    "deliveryFormatLabel": "Email report format",
+    "deliveryFormatDefault": "Channel default (plain text)",
+    "deliveryFormatHtml": "HTML email",
+    "deliveryFormatPdf": "PDF attachment",
+    "deliveryFormatDefaultHint": "Keeps the existing plain-text delivery behavior.",
+    "deliveryFormatHtmlHint": "Shows the full report as sanitized HTML in the email body.",
+    "deliveryFormatPdfHint": "Attaches the full report as PDF and keeps only a short notice in the body.",
     "deliveryHint": "Standardmäßig aus. Das Briefing wird **nach dem Lauf** gesendet, nicht bei der Planung.",
     "deliveryTargetRequired": "Geben Sie ein Ziel für diesen Kanal an, oder leeren Sie das Kanalfeld.",
     "delivery_none": "Wird nach dem nächsten Lauf an {{channel}} gesendet",
diff --git a/frontend/src/i18n/locales/en.json b/frontend/src/i18n/locales/en.json
index e95a0c26..95debe89 100644
--- a/frontend/src/i18n/locales/en.json
+++ b/frontend/src/i18n/locales/en.json
@@ -190,6 +190,13 @@
     "deliveryChannelPlaceholder": "telegram, feishu, … (leave empty to keep results in the app)",
     "deliveryTargetLabel": "Channel target",
     "deliveryTargetPlaceholder": "chat / group / user id",
+    "deliveryFormatLabel": "Email report format",
+    "deliveryFormatDefault": "Channel default (plain text)",
+    "deliveryFormatHtml": "HTML email",
+    "deliveryFormatPdf": "PDF attachment",
+    "deliveryFormatDefaultHint": "Keeps the existing plain-text delivery behavior.",
+    "deliveryFormatHtmlHint": "Shows the full report as sanitized HTML in the email body.",
+    "deliveryFormatPdfHint": "Attaches the full report as PDF and keeps only a short notice in the body.",
     "deliveryHint": "Off by default. A briefing is pushed once the run finishes, not when it is scheduled.",
     "deliveryTargetRequired": "Choose a target for that channel, or clear the channel.",
     "delivery_none": "Delivering to {{channel}} after the next run",
diff --git a/frontend/src/i18n/locales/es.json b/frontend/src/i18n/locales/es.json
index 4b9dfbc6..5de75713 100644
--- a/frontend/src/i18n/locales/es.json
+++ b/frontend/src/i18n/locales/es.json
@@ -190,6 +190,13 @@
     "deliveryChannelPlaceholder": "telegram, feishu… (vacío para que los resultados queden en la app)",
     "deliveryTargetLabel": "Destino en el canal",
     "deliveryTargetPlaceholder": "id de chat / grupo / usuario",
+    "deliveryFormatLabel": "Formato del informe por email",
+    "deliveryFormatDefault": "Predeterminado del canal (texto plano)",
+    "deliveryFormatHtml": "Email HTML",
+    "deliveryFormatPdf": "PDF adjunto",
+    "deliveryFormatDefaultHint": "Mantiene el comportamiento de texto plano existente.",
+    "deliveryFormatHtmlHint": "Muestra el informe completo como HTML sanitizado en el cuerpo del email.",
+    "deliveryFormatPdfHint": "Adjunta el informe completo como PDF y deja solo un aviso breve en el cuerpo.",
     "deliveryHint": "Desactivado por defecto. El informe se envía **cuando la ejecución termina**, no cuando se programa.",
     "deliveryTargetRequired": "Indica un destino para ese canal, o deja el canal vacío.",
     "delivery_none": "Se enviará a {{channel}} tras la próxima ejecución",
diff --git a/frontend/src/i18n/locales/id.json b/frontend/src/i18n/locales/id.json
index 3d756aa5..9d10d727 100644
--- a/frontend/src/i18n/locales/id.json
+++ b/frontend/src/i18n/locales/id.json
@@ -190,6 +190,13 @@
     "deliveryChannelPlaceholder": "telegram, feishu, … (kosongkan agar hasil tetap di aplikasi)",
     "deliveryTargetLabel": "Target channel",
     "deliveryTargetPlaceholder": "ID chat / grup / pengguna",
+    "deliveryFormatLabel": "Email report format",
+    "deliveryFormatDefault": "Channel default (plain text)",
+    "deliveryFormatHtml": "HTML email",
+    "deliveryFormatPdf": "PDF attachment",
+    "deliveryFormatDefaultHint": "Keeps the existing plain-text delivery behavior.",
+    "deliveryFormatHtmlHint": "Shows the full report as sanitized HTML in the email body.",
+    "deliveryFormatPdfHint": "Attaches the full report as PDF and keeps only a short notice in the body.",
     "deliveryHint": "Nonaktif secara default. Ringkasan dikirim setelah run selesai, bukan saat dijadwalkan.",
     "deliveryTargetRequired": "Pilih target untuk channel tersebut, atau kosongkan channel.",
     "delivery_none": "Akan dikirim ke {{channel}} setelah run berikutnya",
diff --git a/frontend/src/i18n/locales/ja.json b/frontend/src/i18n/locales/ja.json
index d1aea613..2e8890b4 100644
--- a/frontend/src/i18n/locales/ja.json
+++ b/frontend/src/i18n/locales/ja.json
@@ -185,6 +185,13 @@
     "deliveryChannelPlaceholder": "telegram、feishu など（空欄ならアプリ内のみ）",
     "deliveryTargetLabel": "チャンネル送信先",
     "deliveryTargetPlaceholder": "チャット / グループ / ユーザー ID",
+    "deliveryFormatLabel": "Email report format",
+    "deliveryFormatDefault": "Channel default (plain text)",
+    "deliveryFormatHtml": "HTML email",
+    "deliveryFormatPdf": "PDF attachment",
+    "deliveryFormatDefaultHint": "Keeps the existing plain-text delivery behavior.",
+    "deliveryFormatHtmlHint": "Shows the full report as sanitized HTML in the email body.",
+    "deliveryFormatPdfHint": "Attaches the full report as PDF and keeps only a short notice in the body.",
     "deliveryHint": "既定はオフです。ブリーフィングは実行の**完了後**に配信され、スケジュール時ではありません。",
     "deliveryTargetRequired": "そのチャンネルの送信先を指定するか、チャンネルを空にしてください。",
     "delivery_none": "次回の実行完了後に {{channel}} へ配信します",
diff --git a/frontend/src/i18n/locales/ko.json b/frontend/src/i18n/locales/ko.json
index 2ffef665..856ec1cf 100644
--- a/frontend/src/i18n/locales/ko.json
+++ b/frontend/src/i18n/locales/ko.json
@@ -185,6 +185,13 @@
     "deliveryChannelPlaceholder": "telegram, feishu … (비우면 앱 안에만 남습니다)",
     "deliveryTargetLabel": "채널 대상",
     "deliveryTargetPlaceholder": "채팅 / 그룹 / 사용자 ID",
+    "deliveryFormatLabel": "Email report format",
+    "deliveryFormatDefault": "Channel default (plain text)",
+    "deliveryFormatHtml": "HTML email",
+    "deliveryFormatPdf": "PDF attachment",
+    "deliveryFormatDefaultHint": "Keeps the existing plain-text delivery behavior.",
+    "deliveryFormatHtmlHint": "Shows the full report as sanitized HTML in the email body.",
+    "deliveryFormatPdfHint": "Attaches the full report as PDF and keeps only a short notice in the body.",
     "deliveryHint": "기본은 꺼짐입니다. 브리핑은 예약 시점이 아니라 실행이 **끝난 뒤** 전달됩니다.",
     "deliveryTargetRequired": "해당 채널의 대상을 지정하거나 채널을 비워 주세요.",
     "delivery_none": "다음 실행이 끝나면 {{channel}}(으)로 전달합니다",
diff --git a/frontend/src/i18n/locales/pt-BR.json b/frontend/src/i18n/locales/pt-BR.json
index cdd8d906..e48f1091 100644
--- a/frontend/src/i18n/locales/pt-BR.json
+++ b/frontend/src/i18n/locales/pt-BR.json
@@ -190,6 +190,13 @@
     "deliveryChannelPlaceholder": "telegram, feishu,… (deixe em branco para manter os resultados no aplicativo)",
     "deliveryTargetLabel": "Segmentação do canal",
     "deliveryTargetPlaceholder": "chat / grupo / ID de usuário",
+    "deliveryFormatLabel": "Email report format",
+    "deliveryFormatDefault": "Channel default (plain text)",
+    "deliveryFormatHtml": "HTML email",
+    "deliveryFormatPdf": "PDF attachment",
+    "deliveryFormatDefaultHint": "Keeps the existing plain-text delivery behavior.",
+    "deliveryFormatHtmlHint": "Shows the full report as sanitized HTML in the email body.",
+    "deliveryFormatPdfHint": "Attaches the full report as PDF and keeps only a short notice in the body.",
     "deliveryHint": "Desativado por padrão. Um briefing é enviado assim que a execução termina, não quando está agendada.",
     "deliveryTargetRequired": "Escolha um alvo para esse canal ou limpe o canal.",
     "delivery_none": "Entregando para {{channel}} após a próxima execução",
diff --git a/frontend/src/i18n/locales/zh-CN.json b/frontend/src/i18n/locales/zh-CN.json
index 911eb38f..a3f620bd 100644
--- a/frontend/src/i18n/locales/zh-CN.json
+++ b/frontend/src/i18n/locales/zh-CN.json
@@ -185,6 +185,13 @@
     "deliveryChannelPlaceholder": "telegram、feishu…（留空则结果只留在应用内）",
     "deliveryTargetLabel": "频道目标",
     "deliveryTargetPlaceholder": "会话 / 群 / 用户 id",
+    "deliveryFormatLabel": "Email report format",
+    "deliveryFormatDefault": "Channel default (plain text)",
+    "deliveryFormatHtml": "HTML email",
+    "deliveryFormatPdf": "PDF attachment",
+    "deliveryFormatDefaultHint": "Keeps the existing plain-text delivery behavior.",
+    "deliveryFormatHtmlHint": "Shows the full report as sanitized HTML in the email body.",
+    "deliveryFormatPdfHint": "Attaches the full report as PDF and keeps only a short notice in the body.",
     "deliveryHint": "默认关闭。简报在运行**结束后**推送，而不是在排定时推送。",
     "deliveryTargetRequired": "请为该频道填写目标，或清空频道。",
     "delivery_none": "下次运行结束后推送到 {{channel}}",
diff --git a/frontend/src/lib/api.ts b/frontend/src/lib/api.ts
index ea29e696..3a0c8b62 100644
--- a/frontend/src/lib/api.ts
+++ b/frontend/src/lib/api.ts
@@ -673,6 +673,7 @@ export interface ScheduledRun {
   // app, which is what every monitor created before this did.
   delivery_channel: string | null;
   delivery_target: string | null;
+  delivery_format: "html" | "pdf" | null;
   delivery_target_ref: string | null;
   delivery_target_label: string | null;
   delivery_status: string;
@@ -695,6 +696,7 @@ export interface CreateScheduledRunRequest {
   config?: Record<string, unknown>;
   delivery_channel?: string | null;
   delivery_target?: string | null;
+  delivery_format?: "html" | "pdf" | null;
   delivery_target_ref?: string | null;
 }
 
diff --git a/frontend/src/pages/Scheduled.tsx b/frontend/src/pages/Scheduled.tsx
index 8aa903ff..c1e8ff70 100644
--- a/frontend/src/pages/Scheduled.tsx
+++ b/frontend/src/pages/Scheduled.tsx
@@ -19,6 +19,7 @@ const POLL_MS = 15_000;
 
 type DaysChoice = "every" | "weekdays";
 type ComposerMode = "time" | "advanced";
+type EmailDeliveryFormat = "" | "html" | "pdf";
 
 function browserTimezone(): string {
   try {
@@ -91,6 +92,7 @@ export function Scheduled() {
   // it means the briefing stays in the app.
   const [deliveryChannel, setDeliveryChannel] = useState("");
   const [deliveryTarget, setDeliveryTarget] = useState("");
+  const [deliveryFormat, setDeliveryFormat] = useState<EmailDeliveryFormat>("");
   const [saving, setSaving] = useState(false);
   const [composerError, setComposerError] = useState<string | null>(null);
 
@@ -175,8 +177,10 @@ export function Scheduled() {
         timezone,
         delivery_channel: channel || null,
         delivery_target: channel ? target : null,
+        delivery_format: channel === "email" && deliveryFormat ? deliveryFormat : null,
       });
       setPrompt("");
+      setDeliveryFormat("");
       await refresh();
     } catch (error) {
       setComposerError(error instanceof ApiError ? error.message : String(error));
@@ -392,7 +396,11 @@ export function Scheduled() {
             <input
               id="scheduled-delivery-channel"
               value={deliveryChannel}
-              onChange={(e) => setDeliveryChannel(e.target.value)}
+              onChange={(e) => {
+                const value = e.target.value;
+                setDeliveryChannel(value);
+                if (value.trim() !== "email") setDeliveryFormat("");
+              }}
               placeholder={t("scheduled.deliveryChannelPlaceholder")}
               className={fieldClass}
             />
@@ -410,6 +418,30 @@ export function Scheduled() {
               className={fieldClass}
             />
           </div>
+          {deliveryChannel.trim() === "email" && (
+            <div className="space-y-1.5 sm:col-span-2">
+              <label htmlFor="scheduled-delivery-format" className={labelClass}>
+                {t("scheduled.deliveryFormatLabel")}
+              </label>
+              <select
+                id="scheduled-delivery-format"
+                value={deliveryFormat}
+                onChange={(e) => setDeliveryFormat(e.target.value as EmailDeliveryFormat)}
+                className={fieldClass}
+              >
+                <option value="">{t("scheduled.deliveryFormatDefault")}</option>
+                <option value="html">{t("scheduled.deliveryFormatHtml")}</option>
+                <option value="pdf">{t("scheduled.deliveryFormatPdf")}</option>
+              </select>
+              <p className={hintClass}>
+                {deliveryFormat === "html"
+                  ? t("scheduled.deliveryFormatHtmlHint")
+                  : deliveryFormat === "pdf"
+                    ? t("scheduled.deliveryFormatPdfHint")
+                    : t("scheduled.deliveryFormatDefaultHint")}
+              </p>
+            </div>
+          )}
         </div>
 
         {composerError && (
diff --git a/frontend/src/pages/__tests__/Scheduled.test.tsx b/frontend/src/pages/__tests__/Scheduled.test.tsx
index 798af13e..fd948516 100644
--- a/frontend/src/pages/__tests__/Scheduled.test.tsx
+++ b/frontend/src/pages/__tests__/Scheduled.test.tsx
@@ -38,6 +38,7 @@ function run(overrides: Partial<ScheduledRun> = {}): ScheduledRun {
     timezone: "Pacific/Auckland",
     delivery_channel: null,
     delivery_target: null,
+    delivery_format: null,
     delivery_status: "none",
     delivery_error: null,
     delivery_updated_at: null,
@@ -192,6 +193,29 @@ describe("briefing delivery", () => {
     expect(body.delivery_target).toBe("chat-9");
   });
 
+  it("offers HTML and PDF presentation only for email delivery", async () => {
+    render(<Scheduled />);
+    fireEvent.change(screen.getByLabelText(/prompt/i), {
+      target: { value: "daily report" },
+    });
+    expect(screen.queryByLabelText(/email report format/i)).not.toBeInTheDocument();
+
+    fireEvent.change(screen.getByLabelText(/deliver to channel/i), {
+      target: { value: "email" },
+    });
+    fireEvent.change(screen.getByLabelText(/channel target/i), {
+      target: { value: "reader@example.test" },
+    });
+    fireEvent.change(screen.getByLabelText(/email report format/i), {
+      target: { value: "pdf" },
+    });
+    fireEvent.click(screen.getByRole("button", { name: /schedule|create/i }));
+
+    await waitFor(() => expect(mocked.createScheduledRun).toHaveBeenCalled());
+    const body = mocked.createScheduledRun.mock.calls[0][0];
+    expect(body.delivery_format).toBe("pdf");
+  });
+
   it("shows a monitor's delivery state, and shows nothing when it has none", async () => {
     mocked.listScheduledRuns.mockResolvedValue([
       run({ id: "with", delivery_channel: "telegram", delivery_status: "sent" }),
diff --git a/pyproject.toml b/pyproject.toml
index 4169d45b..f07cea42 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -71,6 +71,8 @@ dependencies = [
     "ddgs>=6.0.0",
     "jinja2>=3.1.0",
     "matplotlib>=3.7.0",
+    "mistune>=3.0.0",
+    "nh3>=0.2.18",
     "weasyprint>=60.0",
     "prompt_toolkit>=3.0.0",
 ]
diff --git a/requirements-lock.txt b/requirements-lock.txt
index af606816..5136996c 100644
--- a/requirements-lock.txt
+++ b/requirements-lock.txt
@@ -1991,6 +1991,10 @@ mini-racer==0.14.1 ; sys_platform != 'linux' \
     --hash=sha256:ad4b5c15993caab571fac3d67e0d55157b358bd439e629e0fef26c45a12c8bab \
     --hash=sha256:cdf3a088e1363f16a695288f882abf76b3705b8e1df21418208b87ed010037a4
     # via akshare
+mistune==3.3.4 \
+    --hash=sha256:58b5c96d6fcb61190dfe5fae498d2b2065f99cf61e9649418fd54cf1ada86dfe \
+    --hash=sha256:ee015381e955e370962968befe1d729ab60fafb6a715ac6751763fbce38c8d4a
+    # via -r agent/requirements.txt
 more-itertools==11.1.0 \
     --hash=sha256:48e8f4d9e7e5878571ecf6f2b4e57634f93cd474cc8cfbd2376f2d11b396e30d \
     --hash=sha256:4b65538ae22f6fed0ce4874efd317463a7489796a0939fa66824dd542125a192
@@ -2156,6 +2160,35 @@ narwhals==2.25.0 \
     --hash=sha256:1f0f403e8c7e4463cde9bfe78b12fdd809e3ae3dda6d9b2f802934fb9c7a6a8f \
     --hash=sha256:62c036c810662bf7820b7737077176313bc59350eeeefb808510f388c743e4b2
     # via scikit-learn
+nh3==0.3.7 \
+    --hash=sha256:157ec1eb7a62f3d9a7badb8d82d89aa810e3e24e097eedfa481a25d0c8a99877 \
+    --hash=sha256:15f5fbf090f5c88d61c820e1fc1fceecb6520cca9fe85649c06b57ef9dc9ff62 \
+    --hash=sha256:18f4278ecd157d43cb35acd5aae9f35cfa79f546b4922bd86536adc0f6312102 \
+    --hash=sha256:19f288c938ec6eef1f5d2c6cab47838e71fef8097e1c1233802be5a6230ba086 \
+    --hash=sha256:4968fe8d2db97c6f047659bf46a449fd8ec377f44ebf3e0a1b96c0d3a333ae32 \
+    --hash=sha256:5ffdfcb9a686ffb12765376bcfb6b5b55728516d3c0ee317d29982381ded3df8 \
+    --hash=sha256:614dac4a4c36ad084e78447d16fe898dedd762e354a7ab9cda2984e82f67883d \
+    --hash=sha256:618e3059caf41ccdf5dcccb3fa9df4cf6e4efe23d1382a8bbfca272a8a4f8bfc \
+    --hash=sha256:6698a822132beedab80f131c08d8d0ac5a178ddeb488d02ca4b67716ecfac7af \
+    --hash=sha256:6c3aa50eb26e9228238271db9f983cbc3b006dfbfeca2d4dc34c33ddc6ac5ea5 \
+    --hash=sha256:6e4280115d44c3b278eef712a86748c1a723105cd79feec46952383117ab4e59 \
+    --hash=sha256:70f5ac8626e899a4bab0ef74ca2f5bd602f49c7b739e6e5026b4afc6d63dac42 \
+    --hash=sha256:71860d01c16f4d8c72e334e0674beb2b0899dbd0bf760de18932ef4390303848 \
+    --hash=sha256:808def0c8c07843e6e50dc84f532457bfa2cfd17417b219a5d9e7c773709331a \
+    --hash=sha256:874b7d67a067bd29a59223f6270fc30da4edd8e6d87fd219fc93bcbaa662c946 \
+    --hash=sha256:91a4dab4e94d9fc54b9f67b1adfb23e81fab7ab43f33c3b8c97be9aa38f789ba \
+    --hash=sha256:94fd6e59553fbb9ffd8ba71bbd5a54e3126ba01799a097ae30d5341d750bc6ac \
+    --hash=sha256:9b7279d43323a25225df23576af6594a16693f61431170848b8b2ac21ad4f174 \
+    --hash=sha256:bc42bb1193c1e28a1e74c2cabaca178e118a7103e8832699fef8a2b3e2496493 \
+    --hash=sha256:be53a4825585f701955cb9baf49f478f56eb81e20294329fe4bc689dd5dd81fa \
+    --hash=sha256:d56e76bd3cadb09b6b0cef364850811663734b348a25f5f587a2819c495367bd \
+    --hash=sha256:de2b2aab32ea303405debefdcfc58043d3e635fa3f67b9eb140d2b0e0c0d2563 \
+    --hash=sha256:e8fd1ab205258b29254f72db377d99e2c96aa7653ef3b015ccab0420b094b506 \
+    --hash=sha256:eae64328e46a25785535afcb6885b6f182ecaf5ee8c88f8c075422db8aacc65b \
+    --hash=sha256:f04b7d333b27f13ca439da3cf1c75c2fba34f104969f6ce4ac8e7079699c2f4a \
+    --hash=sha256:f266d3f1b3647449923a8e406524632220dd5d8b647078dfe45b885d33d10479 \
+    --hash=sha256:fd4a70efb45d5372174f718878eb7a35c12677626a63b2f103b23b833457dcac
+    # via -r agent/requirements.txt
 numpy==2.4.6 \
     --hash=sha256:001fbb8e08d942dd57599e781f2472269ee7f2755fae407b4f67b2f0b17da3f1 \
     --hash=sha256:0280e0356c0829a18d9de1cb7eee50ec22ca639878d7240307ca0943d73cd2c4 \