diff --git a/artifacts/api-server/src/routes/scans.ts b/artifacts/api-server/src/routes/scans.ts
index 80dd13c..2f9eee3 100644
--- a/artifacts/api-server/src/routes/scans.ts
+++ b/artifacts/api-server/src/routes/scans.ts
@@ -8,6 +8,9 @@ import {
   type ScanFile,
   type Finding,
   type ScanRelation,
+  aiProvidersTable,
+  promptsTable,
+  type Prompt,
 } from "@workspace/db";
 import { eq, desc, count } from "drizzle-orm";
 import {
@@ -28,6 +31,7 @@ import {
 } from "../lib/skillParser";
 import { analyzeSkill, type EngineResult } from "../lib/scanEngine";
 import { STATIC_RULES, AI_RULES, type ParsedFile } from "../lib/ruleCatalog";
+import { generateSkillDescription } from "../lib/aiAnalysis";
 import { computeFingerprint } from "../lib/skillFingerprint";
 import { lineDiff, lineSimilarity } from "../lib/lineDiff";
 import { logger } from "../lib/logger";
@@ -732,4 +736,81 @@ router.delete("/scans/:id", async (req, res) => {
   return res.status(204).send();
 });
 
+// Generate the AI description for an existing scan that has none yet (older
+// scans were created before description generation existed). Reuses the same
+// generateSkillDescription() helper and the configured provider. A failure must
+// never alter the stored scan.
+router.post("/scans/:id/description", async (req, res) => {
+  const params = GetScanParams.safeParse(req.params);
+  if (!params.success)
+    return res.status(400).json({ error: "Ungültige ID" });
+
+  const [scan] = await db
+    .select()
+    .from(scansTable)
+    .where(eq(scansTable.id, params.data.id));
+  if (!scan) return res.status(404).json({ error: "Scan nicht gefunden" });
+
+  const storedFiles = await db
+    .select()
+    .from(scanFilesTable)
+    .where(eq(scanFilesTable.scanId, scan.id));
+
+  const [provider] = await db
+    .select()
+    .from(aiProvidersTable)
+    .where(eq(aiProvidersTable.enabled, true))
+    .limit(1);
+
+  if (!provider) {
+    return res.status(422).json({
+      error:
+        "Kein aktiver KI-Provider konfiguriert. Bitte im Admin-Bereich einrichten.",
+    });
+  }
+  if (!provider.apiToken) {
+    return res.status(422).json({
+      error: `Für den Provider "${provider.name}" ist kein API-Token hinterlegt.`,
+    });
+  }
+
+  const prompts: Prompt[] = await db.select().from(promptsTable);
+
+  // Reconstruct ParsedFile inputs from the stored scan files. Binary files have
+  // no stored content; generateSkillDescription skips empty content anyway.
+  const files: ParsedFile[] = storedFiles.map((f) => ({
+    path: f.path,
+    kind: f.kind as ParsedFile["kind"],
+    language: f.language,
+    content: f.content ?? "",
+    size: f.size,
+    hash: f.hash,
+    isBinary: f.content === null,
+  }));
+
+  const description = await generateSkillDescription(provider, prompts, files);
+  if (!description) {
+    return res.status(422).json({
+      error:
+        "Die Beschreibung konnte nicht erzeugt werden. Bitte Provider-Konfiguration und KI-Prompts prüfen.",
+    });
+  }
+
+  const [updated] = await db
+    .update(scansTable)
+    .set({ description })
+    .where(eq(scansTable.id, scan.id))
+    .returning();
+
+  const findings = await db
+    .select()
+    .from(findingsTable)
+    .where(eq(findingsTable.scanId, scan.id))
+    .orderBy(findingsTable.id);
+
+  return res.json(
+    GetScanResponse.parse(await buildScanDetail(updated, storedFiles, findings)),
+  );
+});
+
 export default router;
diff --git a/artifacts/skillguard/src/pages/scan-report.tsx b/artifacts/skillguard/src/pages/scan-report.tsx
index 059286d..25aaee8 100644
--- a/artifacts/skillguard/src/pages/scan-report.tsx
+++ b/artifacts/skillguard/src/pages/scan-report.tsx
@@ -1,11 +1,14 @@
 import { useState, useMemo } from "react";
 import { useRoute, Link } from "wouter";
+import { useQueryClient } from "@tanstack/react-query";
 import {
   useGetScan,
   getGetScanQueryKey,
   useGetScanLineage,
   getGetScanLineageQueryKey,
+  useGenerateScanDescription,
 } from "@workspace/api-client-react";
+import { useToast } from "@/hooks/use-toast";
 import { Card, CardContent, CardDescription, CardHeader, CardTitle } from "@/components/ui/card";
 import { Badge } from "@/components/ui/badge";
 import { Skeleton } from "@/components/ui/skeleton";
@@ -16,7 +19,7 @@ import { Button } from "@/components/ui/button";
 import { Progress } from "@/components/ui/progress";
 import { VerdictBadge, SeverityBadge, AxisBadge, CheckpointStatusBadge, CHECKPOINT_STATUS_LABELS, RelationBadge } from "@/components/ui-helpers";
 import { formatDate } from "@/lib/format";
-import { ShieldQuestion, ShieldAlert, AlertTriangle, Download, FileCode, CheckCircle2, Code, Shield, FileDown, ListChecks, Fingerprint, GitCompare, History, GitCommitVertical, Sparkles } from "lucide-react";
+import { ShieldQuestion, ShieldAlert, AlertTriangle, Download, FileCode, CheckCircle2, Code, Shield, FileDown, ListChecks, Fingerprint, GitCompare, History, GitCommitVertical, Sparkles, Loader2 } from "lucide-react";
 import type { ScanDetail } from "@workspace/api-client-react";
 
 export default function ScanReport() {
@@ -33,6 +36,27 @@ export default function ScanReport() {
   const [filterAxis, setFilterAxis] = useState<string>("all");
   const [filterSeverity, setFilterSeverity] = useState<string>("all");
 
+  const queryClient = useQueryClient();
+  const { toast } = useToast();
+  const generateDescription = useGenerateScanDescription({
+    mutation: {
+      onSuccess: (updated) => {
+        queryClient.setQueryData(getGetScanQueryKey(updated.id), updated);
+        toast({ title: "Beschreibung erzeugt" });
+      },
+      onError: (err) => {
+        const message =
+          (err as { data?: { error?: string } })?.data?.error ??
+          "Die Beschreibung konnte nicht erzeugt werden.";
+        toast({
+          title: "Fehler",
+          description: message,
+          variant: "destructive",
+        });
+      },
+    },
+  });
+
   const filteredFindings = useMemo(() => {
     if (!data?.findings) return [];
     return data.findings.filter(f => {
@@ -143,20 +167,39 @@ export default function ScanReport() {
         </Alert>
       )}
 
-      {data.description && (
-        <Card>
-          <CardHeader className="pb-3">
-            <CardTitle className="text-lg flex items-center gap-2">
-              <Sparkles className="w-5 h-5 text-purple-500" />
-              Was macht dieser Skill?
-            </CardTitle>
-            <CardDescription>KI-generierte Beschreibung des Zwecks und der Funktionsweise.</CardDescription>
-          </CardHeader>
-          <CardContent>
+      <Card>
+        <CardHeader className="pb-3">
+          <CardTitle className="text-lg flex items-center gap-2">
+            <Sparkles className="w-5 h-5 text-purple-500" />
+            Was macht dieser Skill?
+          </CardTitle>
+          <CardDescription>KI-generierte Beschreibung des Zwecks und der Funktionsweise.</CardDescription>
+        </CardHeader>
+        <CardContent>
+          {data.description ? (
             <p className="text-sm leading-relaxed whitespace-pre-wrap">{data.description}</p>
-          </CardContent>
-        </Card>
-      )}
+          ) : (
+            <div className="flex flex-col items-start gap-3">
+              <p className="text-sm text-muted-foreground">
+                Für diesen Scan wurde noch keine Beschreibung erzeugt. Sie können sie jetzt
+                mit dem konfigurierten KI-Provider nachträglich anfordern.
+              </p>
+              <Button
+                onClick={() => generateDescription.mutate({ id: data.id })}
+                disabled={generateDescription.isPending}
+                className="gap-2"
+              >
+                {generateDescription.isPending ? (
+                  <Loader2 className="w-4 h-4 animate-spin" />
+                ) : (
+                  <Sparkles className="w-4 h-4" />
+                )}
+                {generateDescription.isPending ? "Wird erzeugt …" : "Beschreibung erzeugen"}
+              </Button>
+            </div>
+          )}
+        </CardContent>
+      </Card>
 
       <Alert className="bg-blue-50 text-blue-900 border-blue-200 dark:bg-blue-950/40 dark:text-blue-200 dark:border-blue-900">
         <ShieldAlert className="h-4 w-4" />
diff --git a/lib/api-client-react/src/generated/api.ts b/lib/api-client-react/src/generated/api.ts
index 88713d8..bb09241 100644
--- a/lib/api-client-react/src/generated/api.ts
+++ b/lib/api-client-react/src/generated/api.ts
@@ -666,6 +666,76 @@ export const useDeleteScan = <TError = ErrorType<unknown>,
       return useMutation(getDeleteScanMutationOptions(options));
     }
 
+export const getGenerateScanDescriptionUrl = (id: number,) => {
+
+
+
+
+  return `/api/scans/${id}/description`
+}
+
+/**
+ * @summary Generate the AI description for an existing scan
+ */
+export const generateScanDescription = async (id: number, options?: RequestInit): Promise<ScanDetail> => {
+
+  return customFetch<ScanDetail>(getGenerateScanDescriptionUrl(id),
+  {
+    ...options,
+    method: 'POST'
+
+
+  }
+);}
+
+
+
+
+export const getGenerateScanDescriptionMutationOptions = <TError = ErrorType<ApiError>,
+    TContext = unknown>(options?: { mutation?:UseMutationOptions<Awaited<ReturnType<typeof generateScanDescription>>, TError,{id: number}, TContext>, request?: SecondParameter<typeof customFetch>}
+): UseMutationOptions<Awaited<ReturnType<typeof generateScanDescription>>, TError,{id: number}, TContext> => {
+
+const mutationKey = ['generateScanDescription'];
+const {mutation: mutationOptions, request: requestOptions} = options ?
+      options.mutation && 'mutationKey' in options.mutation && options.mutation.mutationKey ?
+      options
+      : {...options, mutation: {...options.mutation, mutationKey}}
+      : {mutation: { mutationKey, }, request: undefined};
+
+
+
+
+      const mutationFn: MutationFunction<Awaited<ReturnType<typeof generateScanDescription>>, {id: number}> = (props) => {
+          const {id} = props ?? {};
+
+          return  generateScanDescription(id,requestOptions)
+        }
+
+
+
+
+
+
+  return  { mutationFn, ...mutationOptions }}
+
+    export type GenerateScanDescriptionMutationResult = NonNullable<Awaited<ReturnType<typeof generateScanDescription>>>
+
+    export type GenerateScanDescriptionMutationError = ErrorType<ApiError>
+
+    /**
+ * @summary Generate the AI description for an existing scan
+ */
+export const useGenerateScanDescription = <TError = ErrorType<ApiError>,
+    TContext = unknown>(options?: { mutation?:UseMutationOptions<Awaited<ReturnType<typeof generateScanDescription>>, TError,{id: number}, TContext>, request?: SecondParameter<typeof customFetch>}
+ ): UseMutationResult<
+        Awaited<ReturnType<typeof generateScanDescription>>,
+        TError,
+        {id: number},
+        TContext
+      > => {
+      return useMutation(getGenerateScanDescriptionMutationOptions(options));
+    }
+
 export const getListProvidersUrl = () => {
 
 
diff --git a/lib/api-spec/openapi.yaml b/lib/api-spec/openapi.yaml
index 0e4361d..a2a2513 100644
--- a/lib/api-spec/openapi.yaml
+++ b/lib/api-spec/openapi.yaml
@@ -195,6 +195,37 @@ paths:
         "204":
           description: Deleted
 
+  /scans/{id}/description:
+    post:
+      operationId: generateScanDescription
+      tags: [scans]
+      summary: Generate the AI description for an existing scan
+      parameters:
+        - name: id
+          in: path
+          required: true
+          schema:
+            type: integer
+      responses:
+        "200":
+          description: Scan report with the newly generated description
+          content:
+            application/json:
+              schema:
+                $ref: "#/components/schemas/ScanDetail"
+        "404":
+          description: Not found
+          content:
+            application/json:
+              schema:
+                $ref: "#/components/schemas/ApiError"
+        "422":
+          description: Description could not be generated
+          content:
+            application/json:
+              schema:
+                $ref: "#/components/schemas/ApiError"
+
   /providers:
     get:
       operationId: listProviders
diff --git a/lib/api-zod/src/generated/api.ts b/lib/api-zod/src/generated/api.ts
index 0f66f2a..30639d7 100644
--- a/lib/api-zod/src/generated/api.ts
+++ b/lib/api-zod/src/generated/api.ts
@@ -277,6 +277,83 @@ export const DeleteScanParams = zod.object({
 })
 
 
+/**
+ * @summary Generate the AI description for an existing scan
+ */
+export const GenerateScanDescriptionParams = zod.object({
+  "id": zod.coerce.number()
+})
+
+export const GenerateScanDescriptionResponse = zod.object({
+  "id": zod.number(),
+  "name": zod.string(),
+  "description": zod.string().nullish().describe('AI-generated summary of the skill\'s purpose (null when no AI description is available)'),
+  "source": zod.enum(['zip', 'file', 'text']),
+  "status": zod.enum(['completed', 'failed']),
+  "verdict": zod.enum(['pass', 'review', 'block']),
+  "riskScore": zod.number(),
+  "fileCount": zod.number(),
+  "aiUsed": zod.boolean(),
+  "aiError": zod.string().nullish(),
+  "findingCounts": zod.object({
+  "critical": zod.number(),
+  "high": zod.number(),
+  "medium": zod.number(),
+  "low": zod.number(),
+  "info": zod.number(),
+  "security": zod.number(),
+  "privacy": zod.number(),
+  "total": zod.number()
+}),
+  "fingerprint": zod.string().describe('Deterministic hash over all files (path + per-file hash)'),
+  "relation": zod.union([zod.literal('new'),zod.literal('identical'),zod.literal('modified'),zod.literal(null)]).nullable().describe('Relation to previously stored skills'),
+  "similarity": zod.number().nullable().describe('Content-aware similarity (0-100) to the compared skill (identical files count fully, changed text files use line-level similarity)'),
+  "comparedScanId": zod.number().nullable().describe('The scan this one was compared against, if any'),
+  "createdAt": zod.string()
+}).and(zod.object({
+  "files": zod.array(zod.object({
+  "path": zod.string(),
+  "kind": zod.enum(['instruction', 'script', 'resource']),
+  "language": zod.string().nullish(),
+  "size": zod.number(),
+  "hash": zod.string().describe('SHA-256 hash of the file content'),
+  "hasContent": zod.boolean().describe('Whether the text content was stored (false for binary files)')
+})),
+  "findings": zod.array(zod.object({
+  "id": zod.number(),
+  "ruleId": zod.string(),
+  "axis": zod.enum(['security', 'privacy']),
+  "severity": zod.enum(['critical', 'high', 'medium', 'low', 'info']),
+  "title": zod.string(),
+  "description": zod.string(),
+  "remediation": zod.string().nullish(),
+  "file": zod.string().nullish(),
+  "line": zod.number().nullish(),
+  "snippet": zod.string().nullish(),
+  "detectedBy": zod.enum(['static', 'ai'])
+})),
+  "checkpoints": zod.array(zod.object({
+  "id": zod.string(),
+  "label": zod.string(),
+  "category": zod.string(),
+  "axis": zod.union([zod.literal('security'),zod.literal('privacy'),zod.literal(null)]).nullish(),
+  "severity": zod.union([zod.literal('critical'),zod.literal('high'),zod.literal('medium'),zod.literal('low'),zod.literal('info'),zod.literal(null)]).nullish(),
+  "status": zod.enum(['pass', 'flagged', 'skipped', 'error']),
+  "findingCount": zod.number(),
+  "scoreDelta": zod.number(),
+  "detectedBy": zod.union([zod.literal('static'),zod.literal('ai'),zod.literal(null)]).nullish()
+}).describe('A single inspection step (Prüfschritt) with its partial assessment (Teilbewertung).')),
+  "checkCount": zod.number().describe('How often a skill with this exact fingerprint was scanned'),
+  "comparedScan": zod.union([zod.object({
+  "id": zod.number(),
+  "name": zod.string(),
+  "verdict": zod.enum(['pass', 'review', 'block']),
+  "riskScore": zod.number(),
+  "createdAt": zod.string()
+}),zod.null()])
+}))
+
+
 /**
  * @summary List configured AI providers
  */