feat: ZeroClaw compliance agent — document analysis + role assignment + email

Add autonomous compliance agent that fetches web documents (cookie banners,
privacy policies), classifies them via Qwen/Ollama, assesses DSGVO compliance,
assigns to the responsible role, and sends notification emails.

Components:
- ZeroClaw SOP (6-step workflow: fetch, classify, assess, summarize, assign, notify)
- Backend: /api/compliance/agent/analyze (combined endpoint)
- Backend: /api/compliance/agent/notify (standalone email)
- Frontend: /sdk/agent page (Manager UI with URL input + results)
- Helper scripts + E2E test

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

admin-compliance/app/sdk/agent/_hooks/useAgentAnalysis.ts

@@ -0,0 +1,80 @@
+'use client'
+
+import { useState } from 'react'
+
+export interface AnalysisResult {
+  url: string
+  classification: string
+  risk_level: string
+  risk_score: number
+  escalation_level: string
+  responsible_role: string
+  findings: string[]
+  required_controls: string[]
+  summary: string
+  email_status: string
+  analyzed_at: string
+}
+
+const ESCALATION_ROLES: Record<string, string> = {
+  E0: 'Kein Handlungsbedarf',
+  E1: 'Teamleitung Datenschutz',
+  E2: 'Datenschutzbeauftragter (DSB)',
+  E3: 'DSB + Rechtsabteilung',
+}
+
+const SDK_HEADERS = {
+  'Content-Type': 'application/json',
+  'X-Tenant-ID': '9282a473-5c95-4b3a-bf78-0ecc0ec71d3e',
+  'X-User-ID': '00000000-0000-0000-0000-000000000001',
+}
+
+export function useAgentAnalysis() {
+  const [loading, setLoading] = useState(false)
+  const [error, setError] = useState<string | null>(null)
+  const [result, setResult] = useState<AnalysisResult | null>(null)
+  const [history, setHistory] = useState<AnalysisResult[]>([])
+
+  async function analyze(url: string) {
+    setLoading(true)
+    setError(null)
+    setResult(null)
+
+    try {
+      // Step 1: Fetch and classify
+      const fetchRes = await fetch('/api/sdk/v1/agent/analyze', {
+        method: 'POST',
+        headers: { 'Content-Type': 'application/json' },
+        body: JSON.stringify({ url }),
+      })
+
+      if (!fetchRes.ok) {
+        throw new Error(`Analyse fehlgeschlagen: ${fetchRes.status}`)
+      }
+
+      const data = await fetchRes.json()
+      const analysisResult: AnalysisResult = {
+        url,
+        classification: data.classification || 'unknown',
+        risk_level: data.risk_level || 'unknown',
+        risk_score: data.risk_score || 0,
+        escalation_level: data.escalation_level || 'E0',
+        responsible_role: ESCALATION_ROLES[data.escalation_level] || ESCALATION_ROLES.E0,
+        findings: data.findings || [],
+        required_controls: data.required_controls || [],
+        summary: data.summary || '',
+        email_status: data.email_status || 'pending',
+        analyzed_at: new Date().toISOString(),
+      }
+
+      setResult(analysisResult)
+      setHistory(prev => [analysisResult, ...prev].slice(0, 20))
+    } catch (e) {
+      setError(e instanceof Error ? e.message : 'Unbekannter Fehler')
+    } finally {
+      setLoading(false)
+    }
+  }
+
+  return { analyze, loading, error, result, history }
+}