Phase 1.4: 자율 연구 — by-project 엔드포인트 + ResearchPage + 세션 이력

백엔드 (crawler_platform/app/api/routes.py):
- POST /research/run/by-project 추가 — config_path 의존 제거
  - ResearchRunByProjectRequest: project_name 기반, DB project.config 재구성
  - GraphResearchLoop 동기 실행 (장시간 가능), asdict(result) 반환
- 기존 /projects/{n}/research/sessions, /research/sessions/{job_id}는 변경 없음

프론트엔드 API (src/lib/api/):
- research.ts: researchApi.startByProject/listSessions/getSession + Zod 스키마
  - 결과 페이로드는 passthrough() (백엔드 dataclass 그대로 노출)

TanStack Query 훅 (src/hooks/):
- useResearch.ts: useStartResearch, useResearchSessions, useResearchSession
- queryKeys에 research.sessions, research.session 키

ResearchPage 신규 (src/pages/ResearchPage.tsx):
- 2열 레이아웃: 좌측 연구 설정 폼 + 우측 결과/이력
- 폼: 소스 선택, goal 텍스트(필수, 3~500자), 시드 URL(선택),
  max_steps/max_branch/max_depth/min_relevance, same_domain_only
  react-hook-form + zod 검증
- 결과 카드: 단계/페이지/엔티티/클레임 4종 stats + raw JSON details
- 세션 이력 카드: GET /projects/{n}/research/sessions 결과 리스트
- 실행 중 안내 (장시간 가능), sonner 토스트

라우팅 & Sidebar:
- App.tsx: /research/:projectId 라우트 추가
- AppShell: 사이드바에 "자율 연구" 메뉴 (Brain 아이콘)

i18n: research.*, nav.research 키 (한/영)

다음 단계: Phase 1.5 — 엔티티/클레임 직접 입력
(백엔드 POST /projects/{n}/entities, /claims 신규 필요)

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>

crawler_platform/app/api/routes.py

@@ -148,6 +148,29 @@ class ResetProjectRequest(BaseModel):
     project_name: str | None = None
 
 
+class ResearchRunByProjectRequest(BaseModel):
+    """Run autonomous research against an existing DB project (no config_path)."""
+
+    project_name: str
+    source_name: str
+    url: str | None = None
+    seed_entity_id: int | None = None
+    goal: str = "Semantic ontology exploration"
+    extractor_provider: str = "lm_studio"
+    extractor_model: str | None = None
+    extractor_base_url: str | None = "http://localhost:1234/v1"
+    check_robots_txt: bool = False
+    respect_robots_txt: bool | None = None
+    max_depth: int = 2
+    max_steps: int = 12
+    max_branch: int = 8
+    min_relevance: float = 0.35
+    same_domain_only: bool = True
+    analyze_page_types: list[str] = Field(
+        default_factory=lambda: ["ProductPage", "BrandStoryPage", "ReviewPage"]
+    )
+
+
 class UpdateClaimConfidenceRequest(BaseModel):
     confidence: float
     reason: str | None = None
@@ -796,6 +819,56 @@ def register_routes(app, database_url: str) -> None:
                 raise HTTPException(status_code=400, detail=str(exc)) from exc
             return asdict(result)
 
+    @app.post("/research/run/by-project")
+    def run_research_by_project(request: ResearchRunByProjectRequest):
+        """Run research against an existing DB project (no config_path)."""
+        with session_scope(database_url) as session:
+            repo = KnowledgeRepository(session)
+            project = repo.get_project(request.project_name)
+            config_dict = project.config or {}
+            if not config_dict:
+                raise HTTPException(
+                    status_code=400,
+                    detail=f"Project '{request.project_name}' has no stored config",
+                )
+            config = project_config_from_dict(config_dict)
+            try:
+                source_config = config.source_by_name(request.source_name)
+            except KeyError as exc:
+                raise HTTPException(status_code=404, detail=str(exc)) from exc
+
+            check_robots = request.respect_robots_txt
+            if check_robots is None:
+                check_robots = request.check_robots_txt
+            source_config.respect_robots_txt = check_robots
+
+            loop = GraphResearchLoop(
+                repo,
+                extractor_for_domain(
+                    config.domain,
+                    provider=request.extractor_provider,
+                    model=request.extractor_model,
+                    base_url=request.extractor_base_url,
+                ),
+            )
+            try:
+                result = loop.run(
+                    project_config=config,
+                    source_name=request.source_name,
+                    seed_url=request.url or None,
+                    seed_entity_id=request.seed_entity_id,
+                    goal=request.goal,
+                    max_depth=max(request.max_depth, 0),
+                    max_steps=max(min(request.max_steps, 50), 1),
+                    max_branch=max(min(request.max_branch, 30), 1),
+                    min_relevance=min(max(request.min_relevance, 0.0), 1.0),
+                    same_domain_only=request.same_domain_only,
+                    analyze_page_types=set(request.analyze_page_types),
+                )
+            except Exception as exc:
+                raise HTTPException(status_code=400, detail=str(exc)) from exc
+            return asdict(result)
+
     @app.get("/projects/{project_name}/research/sessions")
     def research_sessions(project_name: str, limit: int = 25):
         with session_scope(database_url) as session:

crawler_platform/app/web/frontend/public/locales/en/common.json

@@ -8,6 +8,7 @@
     "onboard": "New Project",
     "sources": "Sources",
     "crawl": "Crawl",
+    "research": "Research",
     "review": "Review",
     "toggleSidebar": "Toggle sidebar"
   },
@@ -57,6 +58,40 @@
     "deleted": "Source deleted: {{name}}",
     "deleteFailed": "Delete failed: {{msg}}"
   },
+  "research": {
+    "title": "Autonomous Research",
+    "formTitle": "Research Settings",
+    "formDesc": "AI follows links from a seed to autonomously expand the ontology",
+    "source": "Source",
+    "pickSource": "Pick a source...",
+    "goal": "Goal",
+    "goalPlaceholder": "e.g. Collect note compositions and seasonal recommendations of popular perfume brands",
+    "seedUrl": "Seed URL",
+    "optional": "optional",
+    "maxSteps": "Max Steps",
+    "maxBranch": "Branch Width",
+    "maxDepth": "Max Depth",
+    "minRelevance": "Min Relevance",
+    "sameDomainOnly": "Same domain only",
+    "start": "Start Research",
+    "runningHint": "This may take a while. Don't close the page until it finishes.",
+    "runningTitle": "AI is researching...",
+    "completed": "Research completed",
+    "failed": "Failed: {{msg}}",
+    "doneHint": "Done",
+    "idleHint": "Start research on the left to see results here",
+    "resultTitle": "Latest Result",
+    "resultDesc": "Outcome of the research run in this session",
+    "stepsTaken": "Steps",
+    "pagesVisited": "Pages",
+    "entitiesFound": "Entities",
+    "claimsAdded": "Claims",
+    "rawResult": "Raw JSON",
+    "historyTitle": "Session History",
+    "historyDesc": "Past research sessions for this project",
+    "historyEmpty": "No sessions yet",
+    "pages": "pages"
+  },
   "crawl": {
     "title": "Seed Crawl",
     "formTitle": "Crawl Settings",

crawler_platform/app/web/frontend/public/locales/ko/common.json

@@ -8,6 +8,7 @@
     "onboard": "프로젝트 생성",
     "sources": "참고 소스",
     "crawl": "크롤 진행",
+    "research": "자율 연구",
     "review": "결과 검토",
     "toggleSidebar": "사이드바 토글"
   },
@@ -57,6 +58,40 @@
     "deleted": "소스가 삭제되었습니다: {{name}}",
     "deleteFailed": "삭제 실패: {{msg}}"
   },
+  "research": {
+    "title": "자율 연구",
+    "formTitle": "자율 연구 설정",
+    "formDesc": "AI가 시드에서 시작해 스스로 링크를 따라가며 온톨로지를 확장합니다",
+    "source": "참고 소스",
+    "pickSource": "소스를 선택하세요...",
+    "goal": "목표",
+    "goalPlaceholder": "예: 인기 브랜드 향수의 노트 구성과 시즌 추천 정보 수집",
+    "seedUrl": "시드 URL",
+    "optional": "선택",
+    "maxSteps": "최대 단계",
+    "maxBranch": "분기 폭",
+    "maxDepth": "최대 깊이",
+    "minRelevance": "최소 관련도",
+    "sameDomainOnly": "동일 도메인만 탐색",
+    "start": "자율 연구 시작",
+    "runningHint": "장시간 걸릴 수 있습니다. 완료될 때까지 페이지를 닫지 마세요.",
+    "runningTitle": "AI가 연구 중입니다...",
+    "completed": "자율 연구가 완료되었습니다",
+    "failed": "실패: {{msg}}",
+    "doneHint": "완료",
+    "idleHint": "왼쪽에서 자율 연구를 시작하면 결과가 여기에 표시됩니다",
+    "resultTitle": "최근 결과",
+    "resultDesc": "이번 세션에서 실행된 연구의 결과",
+    "stepsTaken": "단계",
+    "pagesVisited": "페이지",
+    "entitiesFound": "엔티티",
+    "claimsAdded": "클레임",
+    "rawResult": "원시 응답 JSON",
+    "historyTitle": "세션 이력",
+    "historyDesc": "이 프로젝트의 자율 연구 세션 기록",
+    "historyEmpty": "아직 실행된 세션이 없습니다",
+    "pages": "페이지"
+  },
   "crawl": {
     "title": "시드 크롤",
     "formTitle": "크롤 설정",

crawler_platform/app/web/frontend/src/App.tsx

@@ -3,6 +3,7 @@ import AppShell from "@/components/layout/AppShell";
 import OnboardingPage from "@/pages/OnboardingPage";
 import ConfigureSourcesPage from "@/pages/ConfigureSourcesPage";
 import CrawlPage from "@/pages/CrawlPage";
+import ResearchPage from "@/pages/ResearchPage";
 import ReviewPage from "@/pages/ReviewPage";
 import DashboardPage from "@/pages/DashboardPage";
 
@@ -14,6 +15,7 @@ function App() {
         <Route path="/onboard" element={<OnboardingPage />} />
         <Route path="/sources/:projectId" element={<ConfigureSourcesPage />} />
         <Route path="/crawl/:projectId" element={<CrawlPage />} />
+        <Route path="/research/:projectId" element={<ResearchPage />} />
         <Route path="/review/:projectId" element={<ReviewPage />} />
       </Route>
     </Routes>

crawler_platform/app/web/frontend/src/components/layout/AppShell.tsx

@@ -1,7 +1,7 @@
 import { NavLink, Outlet } from "react-router-dom";
 import { useTranslation } from "react-i18next";
 import { useSelector, useDispatch } from "react-redux";
-import { LayoutDashboard, UploadCloud, Settings2, Activity, ListChecks, Menu } from "lucide-react";
+import { LayoutDashboard, UploadCloud, Settings2, Activity, Brain, ListChecks, Menu } from "lucide-react";
 import { RootState } from "@/stores";
 import { toggleSidebar } from "@/stores/slices/uiSlice";
 import { cn } from "@/lib/utils";
@@ -18,6 +18,7 @@ const navItems: NavItem[] = [
   { to: "/onboard", labelKey: "nav.onboard", icon: UploadCloud },
   { to: "/sources/demo-project", labelKey: "nav.sources", icon: Settings2 },
   { to: "/crawl/demo-project", labelKey: "nav.crawl", icon: Activity },
+  { to: "/research/demo-project", labelKey: "nav.research", icon: Brain },
   { to: "/review/demo-project", labelKey: "nav.review", icon: ListChecks },
 ];
 

crawler_platform/app/web/frontend/src/hooks/queryKeys.ts

@@ -24,4 +24,11 @@ export const queryKeys = {
     job: (jobId: string) =>
       [...queryKeys.crawl.all, "job", jobId] as const,
   },
+  research: {
+    all: ["research"] as const,
+    sessions: (projectName: string) =>
+      [...queryKeys.research.all, "sessions", projectName] as const,
+    session: (jobId: string) =>
+      [...queryKeys.research.all, "session", jobId] as const,
+  },
 };

crawler_platform/app/web/frontend/src/hooks/useResearch.ts

@@ -0,0 +1,37 @@
+import { useMutation, useQuery, useQueryClient } from "@tanstack/react-query";
+import {
+  researchApi,
+  ResearchRunResult,
+  ResearchSessionDetail,
+  ResearchSessionItem,
+  StartResearchRequest,
+} from "@/lib/api/research";
+import { queryKeys } from "./queryKeys";
+
+export function useStartResearch(projectName: string) {
+  const queryClient = useQueryClient();
+  return useMutation<ResearchRunResult, Error, StartResearchRequest>({
+    mutationFn: (body) => researchApi.startByProject(body),
+    onSuccess: () => {
+      queryClient.invalidateQueries({
+        queryKey: queryKeys.research.sessions(projectName),
+      });
+    },
+  });
+}
+
+export function useResearchSessions(projectName: string, limit = 25) {
+  return useQuery<ResearchSessionItem[]>({
+    queryKey: queryKeys.research.sessions(projectName),
+    queryFn: () => researchApi.listSessions(projectName, limit),
+    enabled: Boolean(projectName),
+  });
+}
+
+export function useResearchSession(jobId: string | null | undefined) {
+  return useQuery<ResearchSessionDetail>({
+    queryKey: queryKeys.research.session(jobId ?? ""),
+    queryFn: () => researchApi.getSession(jobId!),
+    enabled: Boolean(jobId),
+  });
+}

crawler_platform/app/web/frontend/src/lib/api/index.ts

@@ -4,3 +4,4 @@ export * from "./domains";
 export * from "./ontology";
 export * from "./sources";
 export * from "./crawl";
+export * from "./research";

crawler_platform/app/web/frontend/src/lib/api/research.ts

@@ -0,0 +1,86 @@
+import { z } from "zod";
+import { apiClient } from "./client";
+
+const idLike = z.union([z.string(), z.number()]).transform(String);
+
+/**
+ * Research result and session payload are loose by design — the backend
+ * returns `asdict(result)` of a Python dataclass we don't want to mirror
+ * field-for-field. Keep core fields strict and let extras pass through.
+ */
+export const researchRunResultSchema = z
+  .object({
+    job_id: idLike.optional(),
+    project_id: idLike.optional(),
+    project_name: z.string().optional(),
+    goal: z.string().optional(),
+    status: z.string().optional(),
+    started_at: z.string().nullable().optional(),
+    finished_at: z.string().nullable().optional(),
+    steps_taken: z.number().optional(),
+    pages_visited: z.number().optional(),
+    entities_found: z.number().optional(),
+    claims_added: z.number().optional(),
+    error: z.string().nullable().optional(),
+  })
+  .passthrough();
+
+export type ResearchRunResult = z.infer<typeof researchRunResultSchema>;
+
+export const researchSessionItemSchema = z
+  .object({
+    job_id: idLike,
+    status: z.string().optional(),
+    goal: z.string().nullable().optional(),
+    seed_url: z.string().nullable().optional(),
+    started_at: z.string().nullable().optional(),
+    finished_at: z.string().nullable().optional(),
+    steps_taken: z.number().nullable().optional(),
+    pages_visited: z.number().nullable().optional(),
+    entities_found: z.number().nullable().optional(),
+  })
+  .passthrough();
+
+export const researchSessionListSchema = z.array(researchSessionItemSchema);
+export type ResearchSessionItem = z.infer<typeof researchSessionItemSchema>;
+
+export const researchSessionDetailSchema = researchSessionItemSchema.extend({
+  trace: z.array(z.record(z.string(), z.unknown())).optional(),
+});
+
+export type ResearchSessionDetail = z.infer<typeof researchSessionDetailSchema>;
+
+export interface StartResearchRequest {
+  project_name: string;
+  source_name: string;
+  url?: string;
+  seed_entity_id?: number | null;
+  goal?: string;
+  max_depth?: number;
+  max_steps?: number;
+  max_branch?: number;
+  min_relevance?: number;
+  same_domain_only?: boolean;
+  analyze_page_types?: string[];
+  extractor_provider?: string;
+  extractor_model?: string | null;
+  extractor_base_url?: string | null;
+  check_robots_txt?: boolean;
+  respect_robots_txt?: boolean | null;
+}
+
+export const researchApi = {
+  startByProject: (body: StartResearchRequest) =>
+    apiClient.post("/research/run/by-project", researchRunResultSchema, body),
+  listSessions: (projectName: string, limit = 25) =>
+    apiClient.get(
+      `/projects/${encodeURIComponent(projectName)}/research/sessions`,
+      researchSessionListSchema,
+      { query: { limit } },
+    ),
+  getSession: (jobId: string) =>
+    apiClient.get(
+      `/research/sessions/${encodeURIComponent(jobId)}`,
+      researchSessionDetailSchema,
+    ),
+};

crawler_platform/app/web/frontend/src/pages/ResearchPage.tsx

@@ -0,0 +1,526 @@
+import { useState } from "react";
+import { useNavigate, useParams } from "react-router-dom";
+import { useTranslation } from "react-i18next";
+import { useForm } from "react-hook-form";
+import { zodResolver } from "@hookform/resolvers/zod";
+import { z } from "zod";
+import { toast } from "sonner";
+import {
+  AlertCircle,
+  ArrowLeft,
+  Brain,
+  CheckCircle2,
+  History,
+  Loader2,
+  Sparkles,
+  Target,
+} from "lucide-react";
+import {
+  Card,
+  CardContent,
+  CardDescription,
+  CardHeader,
+  CardTitle,
+} from "@/components/ui/card";
+import { Button } from "@/components/ui/button";
+import { Input } from "@/components/ui/input";
+import { Label } from "@/components/ui/label";
+import { Select } from "@/components/ui/select";
+import { Textarea } from "@/components/ui/textarea";
+import { Badge, BadgeProps } from "@/components/ui/badge";
+import { Skeleton } from "@/components/ui/skeleton";
+import { useProject } from "@/hooks/useProjects";
+import {
+  useResearchSessions,
+  useStartResearch,
+} from "@/hooks/useResearch";
+import { ResearchRunResult } from "@/lib/api/research";
+
+const startResearchSchema = z.object({
+  source_name: z.string().min(1, "소스를 선택하세요"),
+  url: z
+    .string()
+    .url("올바른 URL 형식이 아닙니다")
+    .or(z.literal(""))
+    .optional(),
+  goal: z
+    .string()
+    .min(3, "최소 3자")
+    .max(500, "최대 500자"),
+  max_depth: z.number().int().min(0).max(10),
+  max_steps: z.number().int().min(1).max(50),
+  max_branch: z.number().int().min(1).max(30),
+  min_relevance: z.number().min(0).max(1),
+  same_domain_only: z.boolean(),
+});
+
+type StartResearchFormValues = z.infer<typeof startResearchSchema>;
+
+function sessionStatusVariant(status?: string | null): BadgeProps["variant"] {
+  switch (status) {
+    case "completed":
+      return "success";
+    case "failed":
+      return "destructive";
+    case "canceled":
+      return "secondary";
+    case "running":
+    case "pending":
+      return "default";
+    default:
+      return "outline";
+  }
+}
+
+export default function ResearchPage() {
+  const navigate = useNavigate();
+  const { projectId } = useParams<{ projectId: string }>();
+  const { t } = useTranslation();
+  const projectName = projectId ?? "";
+
+  const { data: project, isLoading: projectLoading, isError, error, refetch } =
+    useProject(projectName);
+  const sessions = useResearchSessions(projectName);
+  const startResearch = useStartResearch(projectName);
+
+  const [lastResult, setLastResult] = useState<ResearchRunResult | null>(null);
+
+  const {
+    register,
+    handleSubmit,
+    setValue,
+    formState: { errors, isSubmitting },
+  } = useForm<StartResearchFormValues>({
+    resolver: zodResolver(startResearchSchema),
+    defaultValues: {
+      source_name: "",
+      url: "",
+      goal: "Semantic ontology exploration",
+      max_depth: 2,
+      max_steps: 12,
+      max_branch: 8,
+      min_relevance: 0.35,
+      same_domain_only: true,
+    },
+  });
+
+  const onSubmit = async (values: StartResearchFormValues) => {
+    try {
+      setLastResult(null);
+      const res = await startResearch.mutateAsync({
+        project_name: projectName,
+        source_name: values.source_name,
+        url: values.url || undefined,
+        goal: values.goal,
+        max_depth: values.max_depth,
+        max_steps: values.max_steps,
+        max_branch: values.max_branch,
+        min_relevance: values.min_relevance,
+        same_domain_only: values.same_domain_only,
+      });
+      setLastResult(res);
+      toast.success(t("research.completed", "자율 연구가 완료되었습니다"));
+    } catch (e) {
+      toast.error(
+        t("research.failed", "실패: {{msg}}", {
+          msg: (e as Error).message,
+        }),
+      );
+    }
+  };
+
+  const sources = project?.sources ?? [];
+
+  return (
+    <div className="mx-auto max-w-6xl px-6 py-10">
+      <div className="mb-6 flex items-center gap-3">
+        <Button
+          variant="ghost"
+          size="icon"
+          onClick={() => navigate(`/sources/${projectName}`)}
+          aria-label={t("common.back", "이전")}
+        >
+          <ArrowLeft className="h-4 w-4" />
+        </Button>
+        <div className="flex-1">
+          <h1 className="flex items-center gap-2 text-2xl font-bold tracking-tight">
+            <Brain className="h-6 w-6 text-primary" />
+            {t("research.title", "자율 연구")}
+          </h1>
+          {project && (
+            <p className="text-sm text-muted-foreground">
+              {project.name}
+              <span className="capitalize text-muted-foreground/70">
+                {" "}
+                · {project.domain}
+              </span>
+            </p>
+          )}
+        </div>
+      </div>
+
+      {isError && (
+        <Card className="mb-6 border-destructive">
+          <CardContent className="flex items-center justify-between gap-3 py-4">
+            <div className="flex items-center gap-2 text-sm text-destructive">
+              <AlertCircle className="h-4 w-4" />
+              <span>{(error as Error).message}</span>
+            </div>
+            <Button
+              variant="outline"
+              size="sm"
+              type="button"
+              onClick={() => refetch()}
+            >
+              {t("common.retry", "다시 시도")}
+            </Button>
+          </CardContent>
+        </Card>
+      )}
+
+      <div className="grid gap-6 lg:grid-cols-[460px_1fr]">
+        <Card>
+          <CardHeader>
+            <CardTitle className="flex items-center gap-2">
+              <Target className="h-5 w-5" />
+              {t("research.formTitle", "자율 연구 설정")}
+            </CardTitle>
+            <CardDescription>
+              {t(
+                "research.formDesc",
+                "AI가 시드에서 시작해 스스로 링크를 따라가며 온톨로지를 확장합니다",
+              )}
+            </CardDescription>
+          </CardHeader>
+          <CardContent>
+            <form
+              onSubmit={handleSubmit(onSubmit)}
+              className="space-y-4"
+              noValidate
+            >
+              <div className="space-y-1.5">
+                <Label htmlFor="source_name">
+                  {t("research.source", "참고 소스")}
+                </Label>
+                {projectLoading ? (
+                  <Skeleton className="h-10" />
+                ) : (
+                  <Select
+                    id="source_name"
+                    {...register("source_name")}
+                    onChange={(e) =>
+                      setValue("source_name", e.target.value, {
+                        shouldValidate: true,
+                      })
+                    }
+                  >
+                    <option value="">
+                      {t("research.pickSource", "소스를 선택하세요...")}
+                    </option>
+                    {sources.map((s) => (
+                      <option key={s.id} value={s.name}>
+                        {s.name} ({s.type})
+                      </option>
+                    ))}
+                  </Select>
+                )}
+                {errors.source_name && (
+                  <p className="text-xs text-destructive">
+                    {errors.source_name.message}
+                  </p>
+                )}
+              </div>
+
+              <div className="space-y-1.5">
+                <Label htmlFor="goal">{t("research.goal", "목표")}</Label>
+                <Textarea
+                  id="goal"
+                  rows={2}
+                  placeholder={t(
+                    "research.goalPlaceholder",
+                    "예: 인기 브랜드 향수의 노트 구성과 시즌 추천 정보 수집",
+                  )}
+                  {...register("goal")}
+                />
+                {errors.goal && (
+                  <p className="text-xs text-destructive">
+                    {errors.goal.message}
+                  </p>
+                )}
+              </div>
+
+              <div className="space-y-1.5">
+                <Label htmlFor="url">
+                  {t("research.seedUrl", "시드 URL")}{" "}
+                  <span className="text-xs text-muted-foreground">
+                    ({t("research.optional", "선택")})
+                  </span>
+                </Label>
+                <Input
+                  id="url"
+                  placeholder="https://example.com/start"
+                  {...register("url")}
+                />
+                {errors.url && (
+                  <p className="text-xs text-destructive">
+                    {errors.url.message}
+                  </p>
+                )}
+              </div>
+
+              <div className="grid grid-cols-2 gap-3">
+                <div className="space-y-1.5">
+                  <Label htmlFor="max_steps">
+                    {t("research.maxSteps", "최대 단계")}
+                  </Label>
+                  <Input
+                    id="max_steps"
+                    type="number"
+                    min={1}
+                    max={50}
+                    {...register("max_steps", { valueAsNumber: true })}
+                  />
+                  {errors.max_steps && (
+                    <p className="text-xs text-destructive">
+                      {errors.max_steps.message}
+                    </p>
+                  )}
+                </div>
+                <div className="space-y-1.5">
+                  <Label htmlFor="max_branch">
+                    {t("research.maxBranch", "분기 폭")}
+                  </Label>
+                  <Input
+                    id="max_branch"
+                    type="number"
+                    min={1}
+                    max={30}
+                    {...register("max_branch", { valueAsNumber: true })}
+                  />
+                  {errors.max_branch && (
+                    <p className="text-xs text-destructive">
+                      {errors.max_branch.message}
+                    </p>
+                  )}
+                </div>
+              </div>
+
+              <div className="grid grid-cols-2 gap-3">
+                <div className="space-y-1.5">
+                  <Label htmlFor="max_depth">
+                    {t("research.maxDepth", "최대 깊이")}
+                  </Label>
+                  <Input
+                    id="max_depth"
+                    type="number"
+                    min={0}
+                    max={10}
+                    {...register("max_depth", { valueAsNumber: true })}
+                  />
+                </div>
+                <div className="space-y-1.5">
+                  <Label htmlFor="min_relevance">
+                    {t("research.minRelevance", "최소 관련도")}
+                  </Label>
+                  <Input
+                    id="min_relevance"
+                    type="number"
+                    step="0.05"
+                    min={0}
+                    max={1}
+                    {...register("min_relevance", { valueAsNumber: true })}
+                  />
+                </div>
+              </div>
+
+              <label className="flex items-center gap-2 text-sm">
+                <input
+                  type="checkbox"
+                  className="h-4 w-4 rounded border-input"
+                  {...register("same_domain_only")}
+                />
+                <span>
+                  {t("research.sameDomainOnly", "동일 도메인만 탐색")}
+                </span>
+              </label>
+
+              <Button
+                type="submit"
+                className="w-full"
+                disabled={isSubmitting || startResearch.isPending}
+              >
+                {startResearch.isPending ? (
+                  <Loader2 className="h-4 w-4 animate-spin" />
+                ) : (
+                  <Sparkles className="h-4 w-4" />
+                )}
+                {t("research.start", "자율 연구 시작")}
+              </Button>
+              {startResearch.isPending && (
+                <p className="text-xs text-muted-foreground">
+                  {t(
+                    "research.runningHint",
+                    "장시간 걸릴 수 있습니다. 완료될 때까지 페이지를 닫지 마세요.",
+                  )}
+                </p>
+              )}
+            </form>
+          </CardContent>
+        </Card>
+
+        <div className="space-y-6">
+          <Card>
+            <CardHeader>
+              <CardTitle>{t("research.resultTitle", "최근 결과")}</CardTitle>
+              <CardDescription>
+                {t(
+                  "research.resultDesc",
+                  "이번 세션에서 실행된 연구의 결과",
+                )}
+              </CardDescription>
+            </CardHeader>
+            <CardContent>
+              {!lastResult && !startResearch.isPending && (
+                <p className="py-8 text-center text-sm text-muted-foreground">
+                  {t(
+                    "research.idleHint",
+                    "왼쪽에서 자율 연구를 시작하면 결과가 여기에 표시됩니다",
+                  )}
+                </p>
+              )}
+              {startResearch.isPending && (
+                <div className="flex flex-col items-center gap-3 py-8 text-center text-muted-foreground">
+                  <Loader2 className="h-8 w-8 animate-spin text-primary" />
+                  <p>{t("research.runningTitle", "AI가 연구 중입니다...")}</p>
+                </div>
+              )}
+              {lastResult && !startResearch.isPending && (
+                <div className="space-y-4">
+                  <div className="flex items-center gap-2 text-sm text-green-700">
+                    <CheckCircle2 className="h-4 w-4" />
+                    {t("research.doneHint", "완료")}
+                  </div>
+                  <div className="grid grid-cols-2 gap-3 text-sm sm:grid-cols-4">
+                    <Stat
+                      label={t("research.stepsTaken", "단계")}
+                      value={lastResult.steps_taken}
+                    />
+                    <Stat
+                      label={t("research.pagesVisited", "페이지")}
+                      value={lastResult.pages_visited}
+                    />
+                    <Stat
+                      label={t("research.entitiesFound", "엔티티")}
+                      value={lastResult.entities_found}
+                    />
+                    <Stat
+                      label={t("research.claimsAdded", "클레임")}
+                      value={lastResult.claims_added}
+                    />
+                  </div>
+                  {lastResult.error && (
+                    <div className="flex items-start gap-2 rounded-md border border-destructive bg-destructive/5 px-3 py-2 text-sm text-destructive">
+                      <AlertCircle className="mt-0.5 h-4 w-4 flex-shrink-0" />
+                      <span>{lastResult.error}</span>
+                    </div>
+                  )}
+                  <details className="rounded-md border bg-background">
+                    <summary className="cursor-pointer px-3 py-2 text-sm font-medium">
+                      {t("research.rawResult", "원시 응답 JSON")}
+                    </summary>
+                    <pre className="max-h-64 overflow-auto px-4 py-2 text-xs text-muted-foreground">
+                      {JSON.stringify(lastResult, null, 2)}
+                    </pre>
+                  </details>
+                </div>
+              )}
+            </CardContent>
+          </Card>
+
+          <Card>
+            <CardHeader>
+              <CardTitle className="flex items-center gap-2">
+                <History className="h-5 w-5" />
+                {t("research.historyTitle", "세션 이력")}
+              </CardTitle>
+              <CardDescription>
+                {t(
+                  "research.historyDesc",
+                  "이 프로젝트의 자율 연구 세션 기록",
+                )}
+              </CardDescription>
+            </CardHeader>
+            <CardContent>
+              {sessions.isLoading && (
+                <div className="space-y-2">
+                  {Array.from({ length: 3 }).map((_, i) => (
+                    <Skeleton key={i} className="h-12" />
+                  ))}
+                </div>
+              )}
+              {sessions.data && sessions.data.length === 0 && (
+                <p className="py-6 text-center text-sm text-muted-foreground">
+                  {t("research.historyEmpty", "아직 실행된 세션이 없습니다")}
+                </p>
+              )}
+              {sessions.data && sessions.data.length > 0 && (
+                <ul className="divide-y">
+                  {sessions.data.map((s) => (
+                    <li
+                      key={s.job_id}
+                      className="flex items-center justify-between gap-3 py-3 text-sm"
+                    >
+                      <div className="min-w-0 flex-1">
+                        <div className="flex items-center gap-2">
+                          <span className="font-medium">#{s.job_id}</span>
+                          {s.status && (
+                            <Badge variant={sessionStatusVariant(s.status)}>
+                              {s.status}
+                            </Badge>
+                          )}
+                        </div>
+                        {s.goal && (
+                          <p className="mt-0.5 truncate text-xs text-muted-foreground">
+                            {s.goal}
+                          </p>
+                        )}
+                      </div>
+                      <div className="text-right text-xs text-muted-foreground">
+                        {typeof s.pages_visited === "number" && (
+                          <div>
+                            {s.pages_visited}{" "}
+                            {t("research.pages", "페이지")}
+                          </div>
+                        )}
+                        {s.started_at && (
+                          <div>{new Date(s.started_at).toLocaleString()}</div>
+                        )}
+                      </div>
+                    </li>
+                  ))}
+                </ul>
+              )}
+            </CardContent>
+          </Card>
+        </div>
+      </div>
+    </div>
+  );
+}
+
+function Stat({
+  label,
+  value,
+}: {
+  label: string;
+  value: number | undefined | null;
+}) {
+  return (
+    <div className="rounded-md border bg-background px-3 py-2">
+      <div className="text-xs text-muted-foreground">{label}</div>
+      <div className="mt-1 text-xl font-semibold">
+        {typeof value === "number" ? value : "—"}
+      </div>
+    </div>
+  );
+}