diff --git a/CLAUDE.md b/CLAUDE.md
index eb7686a..d07db36 100644
--- a/CLAUDE.md
+++ b/CLAUDE.md
@@ -4,18 +4,18 @@ FastAPI 기반 백엔드 — 상점·이벤트·리뷰 신청 플랫폼
 
 ## Tech Stack
 
-| 분류 | 라이브러리 |
-|------|-----------|
-| 웹 프레임워크 | FastAPI |
-| ORM | SQLAlchemy 2.0 (async) |
-| DB | PostgreSQL (asyncpg) |
-| 마이그레이션 | Alembic |
-| 인증 | PyJWT (추가 필요) + passlib/bcrypt |
-| 파일 스토리지 | boto3 (S3) |
-| 스키마 검증 | Pydantic v2 |
-| 패키지 관리 | uv |
-| Lint/Format | ruff |
-| 타입 검사 | mypy strict |
+| 분류          | 라이브러리                         |
+| ------------- | ---------------------------------- |
+| 웹 프레임워크 | FastAPI                            |
+| ORM           | SQLAlchemy 2.0 (async)             |
+| DB            | PostgreSQL (asyncpg)               |
+| 마이그레이션  | Alembic                            |
+| 인증          | PyJWT (추가 필요) + passlib/bcrypt |
+| 파일 스토리지 | boto3 (S3)                         |
+| 스키마 검증   | Pydantic v2                        |
+| 패키지 관리   | uv                                 |
+| Lint/Format   | ruff                               |
+| 타입 검사     | mypy strict                        |
 
 ## 디렉토리 구조
 
@@ -92,9 +92,9 @@ API 명세 경로는 `/api/auth/...`, `/api/store/...` 형태 (v1 없음).
 
 작업 대상 패키지의 CLAUDE.md를 함께 읽을 것.
 
-| 작업 | 참조 파일 |
-|------|----------|
-| 모델 정의 | `app/models/CLAUDE.md` |
-| 스키마 정의 | `app/schemas/CLAUDE.md` |
-| 서비스 로직 | `app/services/CLAUDE.md` |
+| 작업                | 참조 파일                        |
+| ------------------- | -------------------------------- |
+| 모델 정의           | `app/models/CLAUDE.md`           |
+| 스키마 정의         | `app/schemas/CLAUDE.md`          |
+| 서비스 로직         | `app/services/CLAUDE.md`         |
 | 엔드포인트·API 명세 | `app/api/v1/endpoints/CLAUDE.md` |
diff --git a/app/core/config.py b/app/core/config.py
index 069a4ea..adc0b94 100644
--- a/app/core/config.py
+++ b/app/core/config.py
@@ -14,6 +14,8 @@ class Settings(BaseSettings):
     s3_public_bucket: str = ""
     s3_presigned_expiry: int = 3600
 
+    anthropic_api_key: str = ""
+
     model_config = {"env_file": ".env"}
 
 
diff --git a/app/core/exceptions.py b/app/core/exceptions.py
new file mode 100644
index 0000000..c15e572
--- /dev/null
+++ b/app/core/exceptions.py
@@ -0,0 +1,10 @@
+from fastapi import status
+from fastapi.exceptions import HTTPException
+
+
+class ImageConditionNotMetError(HTTPException):
+    def __init__(self) -> None:
+        super().__init__(
+            status_code=status.HTTP_422_UNPROCESSABLE_ENTITY,
+            detail="이미지가 이벤트 조건을 충족하지 않습니다.",
+        )
diff --git a/app/services/application.py b/app/services/application.py
index f6bb920..3064303 100644
--- a/app/services/application.py
+++ b/app/services/application.py
@@ -1,10 +1,18 @@
+import asyncio
+import base64
+from typing import Literal, cast
 from uuid import UUID
 
+import anthropic
+import boto3  # type: ignore[import-untyped]
+from botocore.exceptions import ClientError  # type: ignore[import-untyped]
 from fastapi import HTTPException, status
 from sqlalchemy import func, select
 from sqlalchemy.exc import IntegrityError
 from sqlalchemy.ext.asyncio import AsyncSession
 
+from app.core.config import settings
+from app.core.exceptions import ImageConditionNotMetError
 from app.models.application import Application
 from app.models.event import Event
 from app.models.review_image import ReviewImage
@@ -16,6 +24,76 @@
     ReviewSubmissionReq,
 )
 
+_MediaType = Literal["image/jpeg", "image/png", "image/gif", "image/webp"]
+_SUPPORTED_MEDIA_TYPES: frozenset[str] = frozenset(
+    {"image/jpeg", "image/png", "image/gif", "image/webp"}
+)
+
+
+def _to_media_type(content_type: str) -> _MediaType:
+    if content_type in _SUPPORTED_MEDIA_TYPES:
+        return cast(_MediaType, content_type)
+    return "image/jpeg"
+
+
+async def _download_image(image_key: str) -> tuple[bytes, str]:
+    def _sync() -> tuple[bytes, str]:
+        s3 = boto3.client(
+            "s3",
+            aws_access_key_id=settings.aws_access_key_id,
+            aws_secret_access_key=settings.aws_secret_access_key,
+            region_name=settings.aws_region,
+        )
+        try:
+            resp = s3.get_object(Bucket=settings.s3_private_bucket, Key=image_key)
+        except ClientError as e:
+            raise HTTPException(
+                status_code=status.HTTP_400_BAD_REQUEST,
+                detail="이미지를 불러올 수 없습니다.",
+            ) from e
+        return resp["Body"].read(), str(resp.get("ContentType", "image/jpeg"))
+
+    return await asyncio.get_running_loop().run_in_executor(None, _sync)
+
+
+async def _validate_image_condition(image_key: str, condition: str) -> None:
+    image_bytes, content_type = await _download_image(image_key)
+    media_type = _to_media_type(content_type)
+    encoded = base64.standard_b64encode(image_bytes).decode("utf-8")
+
+    client = anthropic.AsyncAnthropic(api_key=settings.anthropic_api_key)
+    response = await client.messages.create(
+        model="claude-opus-4-8",
+        max_tokens=128,
+        messages=[
+            {
+                "role": "user",
+                "content": [
+                    {
+                        "type": "image",
+                        "source": {
+                            "type": "base64",
+                            "media_type": media_type,
+                            "data": encoded,
+                        },
+                    },
+                    {
+                        "type": "text",
+                        "text": (
+                            f"이미지가 아래 조건을 충족하는지 판단하세요.\n"
+                            f"조건: {condition}\n\n"
+                            "충족하면 'PASS', 충족하지 않으면 'FAIL'로만 응답하세요."
+                        ),
+                    },
+                ],
+            }
+        ],
+    )
+
+    block = response.content[0]
+    if not isinstance(block, anthropic.types.TextBlock) or "FAIL" in block.text.upper():
+        raise ImageConditionNotMetError()
+
 
 async def create_application(
     db: AsyncSession, reviewer_id: str, data: ApplicationCreateReq
@@ -39,6 +117,8 @@ async def create_application(
             detail="이미 신청한 이벤트입니다.",
         )
 
+    await _validate_image_condition(data.imageKey, event.condition)
+
     application = Application(
         event_id=UUID(data.eventId),
         reviewer_id=UUID(reviewer_id),
diff --git a/pyproject.toml b/pyproject.toml
index 4b36ea1..46625ec 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -7,6 +7,7 @@ dependencies = [
     "aiosqlite>=0.22.1",
     "alembic>=1.18.4",
     "bcrypt>=4.0.0,<5.0.0",
+    "anthropic>=0.50.0",
     "boto3>=1.43.24",
     "fastapi>=0.136.3",
     "passlib>=1.7.4",
diff --git a/tests/test_application.py b/tests/test_application.py
index ec19ad0..c79cdb8 100644
--- a/tests/test_application.py
+++ b/tests/test_application.py
@@ -1,5 +1,8 @@
+from collections.abc import Generator
+from unittest.mock import AsyncMock, MagicMock, patch
 from uuid import uuid4
 
+import anthropic
 import pytest
 from httpx import AsyncClient
 from sqlalchemy import select
@@ -19,6 +22,14 @@
 
 @pytest.mark.asyncio
 class TestCreateApplication:
+    @pytest.fixture(autouse=True)
+    def mock_image_validation(self) -> Generator[None, None, None]:
+        with patch(
+            "app.services.application._validate_image_condition",
+            new_callable=AsyncMock,
+        ):
+            yield
+
     async def test_reviewer_creates_application_returns_200(
         self, client: AsyncClient, db: AsyncSession
     ) -> None:
@@ -394,3 +405,127 @@ async def test_no_auth_returns_4xx(
             f"/api/application/{application.id}/submission", json=body
         )
         assert res.status_code in (401, 403)
+
+
+@pytest.mark.asyncio
+class TestCreateApplicationImageValidation:
+    def _make_claude_mock(self, verdict: str) -> tuple[MagicMock, AsyncMock]:
+        block = anthropic.types.TextBlock(text=verdict, type="text")
+        response = MagicMock()
+        response.content = [block]
+        mock_client = AsyncMock()
+        mock_client.messages.create = AsyncMock(return_value=response)
+        return response, mock_client
+
+    async def test_image_condition_pass_returns_200(
+        self, client: AsyncClient, db: AsyncSession
+    ) -> None:
+        reviewer = await create_user(db, role="REVIEWER")
+        owner = await create_user(db, email="owner@example.com", role="OWNER")
+        store = await create_store(db, owner.id)
+        event = await create_event(db, store.id, condition="음식 사진이어야 합니다.")
+        body = {
+            "eventId": str(event.id),
+            "walletAddress": "0xABC",
+            "imageKey": "reviews/food.jpg",
+        }
+        _, mock_client = self._make_claude_mock("PASS")
+        with (
+            patch(
+                "app.services.application._download_image",
+                new_callable=AsyncMock,
+                return_value=(b"fake-image", "image/jpeg"),
+            ),
+            patch("app.services.application.anthropic.AsyncAnthropic") as mock_cls,
+        ):
+            mock_cls.return_value = mock_client
+            res = await client.post(
+                "/api/applications", json=body, headers=auth_headers(reviewer.id)
+            )
+        assert res.status_code == 200
+        assert res.json() == {"status": 200, "data": None}
+
+    async def test_image_condition_fail_returns_422(
+        self, client: AsyncClient, db: AsyncSession
+    ) -> None:
+        reviewer = await create_user(db, role="REVIEWER")
+        owner = await create_user(db, email="owner@example.com", role="OWNER")
+        store = await create_store(db, owner.id)
+        event = await create_event(db, store.id, condition="음식 사진이어야 합니다.")
+        body = {
+            "eventId": str(event.id),
+            "walletAddress": "0xABC",
+            "imageKey": "reviews/not_food.jpg",
+        }
+        _, mock_client = self._make_claude_mock("FAIL")
+        with (
+            patch(
+                "app.services.application._download_image",
+                new_callable=AsyncMock,
+                return_value=(b"fake-image", "image/jpeg"),
+            ),
+            patch("app.services.application.anthropic.AsyncAnthropic") as mock_cls,
+        ):
+            mock_cls.return_value = mock_client
+            res = await client.post(
+                "/api/applications", json=body, headers=auth_headers(reviewer.id)
+            )
+        assert res.status_code == 422
+        data = res.json()["data"]
+        assert "조건" in data["message"]
+
+    async def test_application_not_saved_when_condition_fails(
+        self, client: AsyncClient, db: AsyncSession
+    ) -> None:
+        reviewer = await create_user(db, role="REVIEWER")
+        owner = await create_user(db, email="owner@example.com", role="OWNER")
+        store = await create_store(db, owner.id)
+        event = await create_event(db, store.id)
+        body = {
+            "eventId": str(event.id),
+            "walletAddress": "0xABC",
+            "imageKey": "reviews/bad.jpg",
+        }
+        _, mock_client = self._make_claude_mock("FAIL")
+        with (
+            patch(
+                "app.services.application._download_image",
+                new_callable=AsyncMock,
+                return_value=(b"fake-image", "image/jpeg"),
+            ),
+            patch("app.services.application.anthropic.AsyncAnthropic") as mock_cls,
+        ):
+            mock_cls.return_value = mock_client
+            await client.post(
+                "/api/applications", json=body, headers=auth_headers(reviewer.id)
+            )
+        saved = await db.scalar(
+            select(Application).where(Application.reviewer_id == reviewer.id)
+        )
+        assert saved is None
+
+    async def test_s3_download_error_returns_400(
+        self, client: AsyncClient, db: AsyncSession
+    ) -> None:
+        from fastapi import HTTPException
+
+        reviewer = await create_user(db, role="REVIEWER")
+        owner = await create_user(db, email="owner@example.com", role="OWNER")
+        store = await create_store(db, owner.id)
+        event = await create_event(db, store.id)
+        body = {
+            "eventId": str(event.id),
+            "walletAddress": "0xABC",
+            "imageKey": "reviews/missing.jpg",
+        }
+        with patch(
+            "app.services.application._download_image",
+            new_callable=AsyncMock,
+            side_effect=HTTPException(
+                status_code=400, detail="이미지를 불러올 수 없습니다."
+            ),
+        ):
+            res = await client.post(
+                "/api/applications", json=body, headers=auth_headers(reviewer.id)
+            )
+        assert res.status_code == 400
diff --git a/uv.lock b/uv.lock
index d36cbeb..db8ff27 100644
--- a/uv.lock
+++ b/uv.lock
@@ -47,6 +47,25 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/78/b6/6307fbef88d9b5ee7421e68d78a9f162e0da4900bc5f5793f6d3d0e34fb8/annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53", size = 13643, upload-time = "2024-05-20T21:33:24.1Z" },
 ]
 
+[[package]]
+name = "anthropic"
+version = "0.109.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "anyio" },
+    { name = "distro" },
+    { name = "docstring-parser" },
+    { name = "httpx" },
+    { name = "jiter" },
+    { name = "pydantic" },
+    { name = "sniffio" },
+    { name = "typing-extensions" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/54/0b/ce24a4f275573f5e436ca954faca60c759d58ed152b8fa36a1e3b888e261/anthropic-0.109.1.tar.gz", hash = "sha256:83e06b3d9d40ff5898f588020e0cc4e42187de954549a3b5fbe6e2685a09c785", size = 927569, upload-time = "2026-06-09T23:55:24.884Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/91/0f/a6110d713370bc92f074a622f8a5ebdec7e92360149b1048dca258a07b2f/anthropic-0.109.1-py3-none-any.whl", hash = "sha256:ce7d94a7657f2aa29338cca448945eac621b4f62c1794cf461cb32847223e9b8", size = 923851, upload-time = "2026-06-09T23:55:23.348Z" },
+]
+
 [[package]]
 name = "anyio"
 version = "4.13.0"
@@ -212,6 +231,24 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/d1/d6/3965ed04c63042e047cb6a3e6ed1a63a35087b6a609aa3a15ed8ac56c221/colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6", size = 25335, upload-time = "2022-10-25T02:36:20.889Z" },
 ]
 
+[[package]]
+name = "distro"
+version = "1.9.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/fc/f8/98eea607f65de6527f8a2e8885fc8015d3e6f5775df186e443e0964a11c3/distro-1.9.0.tar.gz", hash = "sha256:2fa77c6fd8940f116ee1d6b94a2f90b13b5ea8d019b98bc8bafdcabcdd9bdbed", size = 60722, upload-time = "2023-12-24T09:54:32.31Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/12/b3/231ffd4ab1fc9d679809f356cebee130ac7daa00d6d6f3206dd4fd137e9e/distro-1.9.0-py3-none-any.whl", hash = "sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2", size = 20277, upload-time = "2023-12-24T09:54:30.421Z" },
+]
+
+[[package]]
+name = "docstring-parser"
+version = "0.18.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/e0/4d/f332313098c1de1b2d2ff91cf2674415cc7cddab2ca1b01ae29774bd5fdf/docstring_parser-0.18.0.tar.gz", hash = "sha256:292510982205c12b1248696f44959db3cdd1740237a968ea1e2e7a900eeb2015", size = 29341, upload-time = "2026-04-14T04:09:19.867Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/a7/5f/ed01f9a3cdffbd5a008556fc7b2a08ddb1cc6ace7effa7340604b1d16699/docstring_parser-0.18.0-py3-none-any.whl", hash = "sha256:b3fcbed555c47d8479be0796ef7e19c2670d428d72e96da63f3a40122860374b", size = 22484, upload-time = "2026-04-14T04:09:18.638Z" },
+]
+
 [[package]]
 name = "fastapi"
 version = "0.136.3"
@@ -389,6 +426,96 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/cb/b1/3846dd7f199d53cb17f49cba7e651e9ce294d8497c8c150530ed11865bb8/iniconfig-2.3.0-py3-none-any.whl", hash = "sha256:f631c04d2c48c52b84d0d0549c99ff3859c98df65b3101406327ecc7d53fbf12", size = 7484, upload-time = "2025-10-18T21:55:41.639Z" },
 ]
 
+[[package]]
+name = "jiter"
+version = "0.15.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/66/b5/55f06bb281d92fb3cc86d14e1def2bd908bb77693183e7cb1f5a3c388b0c/jiter-0.15.0.tar.gz", hash = "sha256:4251acc80e2b7c9b7b8823456ea0fceeb0734dac2df7636d3c711b38476b5a76", size = 166640, upload-time = "2026-05-19T10:09:48.361Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/e4/13/daa722f5765c393576f466378f9dfd29d77c9bed939e0688f96afa3601ea/jiter-0.15.0-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:0f862193b8696249d22ec433e85fd2ab0ad9596bc3e45e6c0bc55e8aeba97be2", size = 310899, upload-time = "2026-05-19T10:07:12.89Z" },
+    { url = "https://files.pythonhosted.org/packages/7f/82/2d2551829b082f4b6d82b9f939b031fb808a10aab1ec0664f82e150bb9a2/jiter-0.15.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:1303d4d68a9b051ea90502402063ecf3807da00ad2affa19ca1ae3b90b3c5f67", size = 314963, upload-time = "2026-05-19T10:07:14.539Z" },
+    { url = "https://files.pythonhosted.org/packages/2a/0a/8b1a51466f7fe9f31dbe4bc7e0ca848674f9825e0f737b929b97e8c60aa7/jiter-0.15.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:392b8ab019e5502d08aff85c6272209c24bc2cbe706ea82a56368f524236614a", size = 341730, upload-time = "2026-05-19T10:07:15.869Z" },
+    { url = "https://files.pythonhosted.org/packages/f6/2a/e71dea19822e2e404e83992a08c1d6b9b617bb944f28c9c2fbd85d02c91e/jiter-0.15.0-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:773b6eb282ce11ee19f05f6b2d4404fa308e5bbd353b0b80a0262caad6db2cd7", size = 366214, upload-time = "2026-05-19T10:07:17.259Z" },
+    { url = "https://files.pythonhosted.org/packages/c4/59/97e1fa539d124a509a00ab7f669289d1c1d236ecabf12948a18f16c91082/jiter-0.15.0-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:8d2c0c44d569ce0f2850f5c926f8caeb5f245fbc84475aeb36efccc2103e6dbd", size = 459527, upload-time = "2026-05-19T10:07:18.741Z" },
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