diff --git a/.github/ci/values-ci.yaml b/.github/ci/values-ci.yaml
index ed3b034..8d96b3c 100644
--- a/.github/ci/values-ci.yaml
+++ b/.github/ci/values-ci.yaml
@@ -37,7 +37,7 @@ gitea-mirror:
     type: "personal"
     privateRepositories: true
     skipForks: false
-    skipStarredIssues: false
+    starredCodeOnly: false
   gitea:
     url: "https://gitea.example.com"
     token: "not-used-in-template"
diff --git a/CLAUDE.md b/CLAUDE.md
index df056b7..040a816 100644
--- a/CLAUDE.md
+++ b/CLAUDE.md
@@ -193,7 +193,7 @@ export async function POST({ request }: APIContext) {
 
 ### Advanced Options (UI Fields)
 - **skipForks**: Skip forked repositories (default: false)
-- **skipStarredIssues**: Skip issues for starred repositories (default: false) - enables "Lightweight mode" for starred repos
+- **starredCodeOnly**: Skip issues for starred repositories (default: false) - enables "Lightweight mode" for starred repos
 
 ### Repository Statuses
 Repositories can have the following statuses:
diff --git a/helm/gitea-mirror/README.md b/helm/gitea-mirror/README.md
index f4d663c..0e68588 100644
--- a/helm/gitea-mirror/README.md
+++ b/helm/gitea-mirror/README.md
@@ -175,7 +175,7 @@ These values populate a **ConfigMap** (non-secret) and a **Secret** (for tokens
 | `gitea-mirror.github.type` | `personal` | `GITHUB_TYPE` |
 | `gitea-mirror.github.privateRepositories` | `true` | `PRIVATE_REPOSITORIES` |
 | `gitea-mirror.github.skipForks` | `false` | `SKIP_FORKS` |
-| `gitea-mirror.github.skipStarredIssues` | `false` | `SKIP_STARRED_ISSUES` |
+| `gitea-mirror.github.starredCodeOnly` | `false` | `SKIP_STARRED_ISSUES` |
 | `gitea-mirror.github.mirrorStarred` | `false` | `MIRROR_STARRED` |
 
 ### Gitea
diff --git a/helm/gitea-mirror/templates/configmap.yaml b/helm/gitea-mirror/templates/configmap.yaml
index c9acfe7..9b149e0 100644
--- a/helm/gitea-mirror/templates/configmap.yaml
+++ b/helm/gitea-mirror/templates/configmap.yaml
@@ -18,7 +18,7 @@ data:
   PRIVATE_REPOSITORIES: {{ $gm.github.privateRepositories | quote }}
   MIRROR_STARRED: {{ $gm.github.mirrorStarred | quote }}
   SKIP_FORKS: {{ $gm.github.skipForks | quote }}
-  SKIP_STARRED_ISSUES: {{ $gm.github.skipStarredIssues | quote }}
+  SKIP_STARRED_ISSUES: {{ $gm.github.starredCodeOnly | quote }}
   # Gitea Config
   GITEA_URL: {{ $gm.gitea.url | quote }}
   GITEA_USERNAME: {{ $gm.gitea.username | quote }}
diff --git a/helm/gitea-mirror/values.yaml b/helm/gitea-mirror/values.yaml
index 41121c8..ba36eaa 100644
--- a/helm/gitea-mirror/values.yaml
+++ b/helm/gitea-mirror/values.yaml
@@ -126,7 +126,7 @@ gitea-mirror:
     privateRepositories: true
     mirrorStarred: false
     skipForks: false
-    skipStarredIssues: false
+    starredCodeOnly: false
 
   gitea:
     url: ""
diff --git a/src/components/config/AdvancedOptionsForm.tsx b/src/components/config/AdvancedOptionsForm.tsx
index 0d63eba..c319e17 100644
--- a/src/components/config/AdvancedOptionsForm.tsx
+++ b/src/components/config/AdvancedOptionsForm.tsx
@@ -67,21 +67,21 @@ export function AdvancedOptionsForm({
 
           <div className="flex items-center">
             <Checkbox
-              id="skip-starred-issues"
-              checked={config.skipStarredIssues}
+              id="starred-code-only"
+              checked={config.starredCodeOnly}
               onCheckedChange={(checked) =>
-                handleChange("skipStarredIssues", Boolean(checked))
+                handleChange("starredCodeOnly", Boolean(checked))
               }
             />
             <label
-              htmlFor="skip-starred-issues"
+              htmlFor="starred-code-only"
               className="ml-2 text-sm select-none"
             >
-              Don't fetch issues for starred repos
+              Code-only mode for starred repos
             </label>
           </div>
           <p className="text-xs text-muted-foreground ml-6">
-            Skip mirroring issues and pull requests for starred repositories
+            Mirror only source code for starred repositories, skipping all metadata (issues, PRs, labels, milestones, wiki, releases)
           </p>
         </div>
       </CardContent>
diff --git a/src/components/config/ConfigTabs.tsx b/src/components/config/ConfigTabs.tsx
index 64b8ed0..55b1d32 100644
--- a/src/components/config/ConfigTabs.tsx
+++ b/src/components/config/ConfigTabs.tsx
@@ -71,7 +71,7 @@ export function ConfigTabs() {
     },
     advancedOptions: {
       skipForks: false,
-      skipStarredIssues: false,
+      starredCodeOnly: false,
     },
   });
   const { user } = useAuth();
diff --git a/src/components/config/GitHubMirrorSettings.tsx b/src/components/config/GitHubMirrorSettings.tsx
index 6e52203..9c1821f 100644
--- a/src/components/config/GitHubMirrorSettings.tsx
+++ b/src/components/config/GitHubMirrorSettings.tsx
@@ -89,10 +89,10 @@ export function GitHubMirrorSettings({
   // Calculate what content is included for starred repos
   const starredRepoContent = {
     code: true, // Always included
-    releases: !advancedOptions.skipStarredIssues && mirrorOptions.mirrorReleases,
-    issues: !advancedOptions.skipStarredIssues && mirrorOptions.mirrorMetadata && mirrorOptions.metadataComponents.issues,
-    pullRequests: !advancedOptions.skipStarredIssues && mirrorOptions.mirrorMetadata && mirrorOptions.metadataComponents.pullRequests,
-    wiki: !advancedOptions.skipStarredIssues && mirrorOptions.mirrorMetadata && mirrorOptions.metadataComponents.wiki,
+    releases: !advancedOptions.starredCodeOnly && mirrorOptions.mirrorReleases,
+    issues: !advancedOptions.starredCodeOnly && mirrorOptions.mirrorMetadata && mirrorOptions.metadataComponents.issues,
+    pullRequests: !advancedOptions.starredCodeOnly && mirrorOptions.mirrorMetadata && mirrorOptions.metadataComponents.pullRequests,
+    wiki: !advancedOptions.starredCodeOnly && mirrorOptions.mirrorMetadata && mirrorOptions.metadataComponents.wiki,
   };
   
   const starredContentCount = Object.entries(starredRepoContent).filter(([key, value]) => key !== 'code' && value).length;
@@ -168,7 +168,7 @@ export function GitHubMirrorSettings({
                     className="h-8 text-xs font-normal min-w-[140px] md:min-w-[140px] justify-between"
                   >
                     <span>
-                      {advancedOptions.skipStarredIssues ? (
+                      {advancedOptions.starredCodeOnly ? (
                         "Code only"
                       ) : starredContentCount === 0 ? (
                         "Code only"
@@ -206,8 +206,8 @@ export function GitHubMirrorSettings({
                       <div className="flex items-center space-x-3 py-1 px-1 rounded hover:bg-accent">
                         <Checkbox
                           id="starred-lightweight"
-                          checked={advancedOptions.skipStarredIssues}
-                          onCheckedChange={(checked) => handleAdvancedChange('skipStarredIssues', !!checked)}
+                          checked={advancedOptions.starredCodeOnly}
+                          onCheckedChange={(checked) => handleAdvancedChange('starredCodeOnly', !!checked)}
                         />
                         <Label
                           htmlFor="starred-lightweight"
@@ -222,7 +222,7 @@ export function GitHubMirrorSettings({
                         </Label>
                       </div>
                       
-                      {!advancedOptions.skipStarredIssues && (
+                      {!advancedOptions.starredCodeOnly && (
                         <>
                           <Separator className="my-2" />
                           <div className="space-y-2">
diff --git a/src/lib/db/schema.ts b/src/lib/db/schema.ts
index 0f0efcb..270855e 100644
--- a/src/lib/db/schema.ts
+++ b/src/lib/db/schema.ts
@@ -27,7 +27,7 @@ export const githubConfigSchema = z.object({
   starredReposOrg: z.string().optional(),
   mirrorStrategy: z.enum(["preserve", "single-org", "flat-user", "mixed"]).default("preserve"),
   defaultOrg: z.string().optional(),
-  skipStarredIssues: z.boolean().default(false),
+  starredCodeOnly: z.boolean().default(false),
   starredDuplicateStrategy: z.enum(["suffix", "prefix", "owner-org"]).default("suffix").optional(),
 });
 
diff --git a/src/lib/env-config-loader.ts b/src/lib/env-config-loader.ts
index ce503de..ead3e56 100644
--- a/src/lib/env-config-loader.ts
+++ b/src/lib/env-config-loader.ts
@@ -21,7 +21,7 @@ interface EnvConfig {
     mirrorOrganizations?: boolean;
     preserveOrgStructure?: boolean;
     onlyMirrorOrgs?: boolean;
-    skipStarredIssues?: boolean;
+    starredCodeOnly?: boolean;
     starredReposOrg?: string;
     mirrorStrategy?: 'preserve' | 'single-org' | 'flat-user' | 'mixed';
   };
@@ -107,7 +107,7 @@ function parseEnvConfig(): EnvConfig {
       mirrorOrganizations: process.env.MIRROR_ORGANIZATIONS === 'true',
       preserveOrgStructure: process.env.PRESERVE_ORG_STRUCTURE === 'true',
       onlyMirrorOrgs: process.env.ONLY_MIRROR_ORGS === 'true',
-      skipStarredIssues: process.env.SKIP_STARRED_ISSUES === 'true',
+      starredCodeOnly: process.env.SKIP_STARRED_ISSUES === 'true',
       starredReposOrg: process.env.STARRED_REPOS_ORG,
       mirrorStrategy: process.env.MIRROR_STRATEGY as 'preserve' | 'single-org' | 'flat-user' | 'mixed',
     },
@@ -253,7 +253,7 @@ export async function initializeConfigFromEnv(): Promise<void> {
       starredReposOrg: envConfig.github.starredReposOrg || existingConfig?.[0]?.githubConfig?.starredReposOrg || 'starred',
       mirrorStrategy,
       defaultOrg: envConfig.gitea.organization || existingConfig?.[0]?.githubConfig?.defaultOrg || 'github-mirrors',
-      skipStarredIssues: envConfig.github.skipStarredIssues ?? existingConfig?.[0]?.githubConfig?.skipStarredIssues ?? false,
+      starredCodeOnly: envConfig.github.starredCodeOnly ?? existingConfig?.[0]?.githubConfig?.starredCodeOnly ?? false,
     };
 
     // Build Gitea config
diff --git a/src/lib/gitea.test.ts b/src/lib/gitea.test.ts
index aadffa3..64236fb 100644
--- a/src/lib/gitea.test.ts
+++ b/src/lib/gitea.test.ts
@@ -331,7 +331,7 @@ describe("getGiteaRepoOwner - Organization Override Tests", () => {
       excludeOrgs: [],
       mirrorPublicOrgs: false,
       publicOrgs: [],
-      skipStarredIssues: false,
+      starredCodeOnly: false,
       mirrorStrategy: "preserve"
     },
     giteaConfig: {
diff --git a/src/lib/gitea.ts b/src/lib/gitea.ts
index fdc4f13..e3f03b8 100644
--- a/src/lib/gitea.ts
+++ b/src/lib/gitea.ts
@@ -423,9 +423,9 @@ export const mirrorGithubRepoToGitea = async ({
     // Prepare migration payload
     // For private repos, use separate auth fields instead of embedding credentials in URL
     // This is required for Forgejo 12+ which rejects URLs with embedded credentials
-    // Skip wiki for starred repos if skipStarredIssues is enabled
+    // Skip wiki for starred repos if starredCodeOnly is enabled
     const shouldMirrorWiki = config.giteaConfig?.wiki &&
-      !(repository.isStarred && config.githubConfig?.skipStarredIssues);
+      !(repository.isStarred && config.githubConfig?.starredCodeOnly);
 
     const migratePayload: any = {
       clone_addr: cloneAddress,
@@ -461,11 +461,11 @@ export const mirrorGithubRepoToGitea = async ({
     );
 
     //mirror releases
-    // Skip releases for starred repos if skipStarredIssues is enabled
+    // Skip releases for starred repos if starredCodeOnly is enabled
     const shouldMirrorReleases = config.giteaConfig?.mirrorReleases &&
-      !(repository.isStarred && config.githubConfig?.skipStarredIssues);
+      !(repository.isStarred && config.githubConfig?.starredCodeOnly);
 
-    console.log(`[Metadata] Release mirroring check: mirrorReleases=${config.giteaConfig?.mirrorReleases}, isStarred=${repository.isStarred}, skipStarredIssues=${config.githubConfig?.skipStarredIssues}, shouldMirrorReleases=${shouldMirrorReleases}`);
+    console.log(`[Metadata] Release mirroring check: mirrorReleases=${config.giteaConfig?.mirrorReleases}, isStarred=${repository.isStarred}, starredCodeOnly=${config.githubConfig?.starredCodeOnly}, shouldMirrorReleases=${shouldMirrorReleases}`);
 
     if (shouldMirrorReleases) {
       try {
@@ -484,11 +484,11 @@ export const mirrorGithubRepoToGitea = async ({
     }
 
     // clone issues
-    // Skip issues for starred repos if skipStarredIssues is enabled
+    // Skip issues for starred repos if starredCodeOnly is enabled
     const shouldMirrorIssues = config.giteaConfig?.mirrorIssues && 
-      !(repository.isStarred && config.githubConfig?.skipStarredIssues);
+      !(repository.isStarred && config.githubConfig?.starredCodeOnly);
     
-    console.log(`[Metadata] Issue mirroring check: mirrorIssues=${config.giteaConfig?.mirrorIssues}, isStarred=${repository.isStarred}, skipStarredIssues=${config.githubConfig?.skipStarredIssues}, shouldMirrorIssues=${shouldMirrorIssues}`);
+    console.log(`[Metadata] Issue mirroring check: mirrorIssues=${config.giteaConfig?.mirrorIssues}, isStarred=${repository.isStarred}, starredCodeOnly=${config.githubConfig?.starredCodeOnly}, shouldMirrorIssues=${shouldMirrorIssues}`);
     
     if (shouldMirrorIssues) {
       try {
@@ -507,11 +507,11 @@ export const mirrorGithubRepoToGitea = async ({
     }
 
     // Mirror pull requests if enabled
-    // Skip pull requests for starred repos if skipStarredIssues is enabled
+    // Skip pull requests for starred repos if starredCodeOnly is enabled
     const shouldMirrorPullRequests = config.giteaConfig?.mirrorPullRequests &&
-      !(repository.isStarred && config.githubConfig?.skipStarredIssues);
+      !(repository.isStarred && config.githubConfig?.starredCodeOnly);
 
-    console.log(`[Metadata] Pull request mirroring check: mirrorPullRequests=${config.giteaConfig?.mirrorPullRequests}, isStarred=${repository.isStarred}, skipStarredIssues=${config.githubConfig?.skipStarredIssues}, shouldMirrorPullRequests=${shouldMirrorPullRequests}`);
+    console.log(`[Metadata] Pull request mirroring check: mirrorPullRequests=${config.giteaConfig?.mirrorPullRequests}, isStarred=${repository.isStarred}, starredCodeOnly=${config.githubConfig?.starredCodeOnly}, shouldMirrorPullRequests=${shouldMirrorPullRequests}`);
 
     if (shouldMirrorPullRequests) {
       try {
@@ -530,11 +530,11 @@ export const mirrorGithubRepoToGitea = async ({
     }
 
     // Mirror labels if enabled (and not already done via issues)
-    // Skip labels for starred repos if skipStarredIssues is enabled
+    // Skip labels for starred repos if starredCodeOnly is enabled
     const shouldMirrorLabels = config.giteaConfig?.mirrorLabels && !shouldMirrorIssues &&
-      !(repository.isStarred && config.githubConfig?.skipStarredIssues);
+      !(repository.isStarred && config.githubConfig?.starredCodeOnly);
 
-    console.log(`[Metadata] Label mirroring check: mirrorLabels=${config.giteaConfig?.mirrorLabels}, shouldMirrorIssues=${shouldMirrorIssues}, isStarred=${repository.isStarred}, skipStarredIssues=${config.githubConfig?.skipStarredIssues}, shouldMirrorLabels=${shouldMirrorLabels}`);
+    console.log(`[Metadata] Label mirroring check: mirrorLabels=${config.giteaConfig?.mirrorLabels}, shouldMirrorIssues=${shouldMirrorIssues}, isStarred=${repository.isStarred}, starredCodeOnly=${config.githubConfig?.starredCodeOnly}, shouldMirrorLabels=${shouldMirrorLabels}`);
 
     if (shouldMirrorLabels) {
       try {
@@ -553,11 +553,11 @@ export const mirrorGithubRepoToGitea = async ({
     }
 
     // Mirror milestones if enabled
-    // Skip milestones for starred repos if skipStarredIssues is enabled
+    // Skip milestones for starred repos if starredCodeOnly is enabled
     const shouldMirrorMilestones = config.giteaConfig?.mirrorMilestones &&
-      !(repository.isStarred && config.githubConfig?.skipStarredIssues);
+      !(repository.isStarred && config.githubConfig?.starredCodeOnly);
 
-    console.log(`[Metadata] Milestone mirroring check: mirrorMilestones=${config.giteaConfig?.mirrorMilestones}, isStarred=${repository.isStarred}, skipStarredIssues=${config.githubConfig?.skipStarredIssues}, shouldMirrorMilestones=${shouldMirrorMilestones}`);
+    console.log(`[Metadata] Milestone mirroring check: mirrorMilestones=${config.giteaConfig?.mirrorMilestones}, isStarred=${repository.isStarred}, starredCodeOnly=${config.githubConfig?.starredCodeOnly}, shouldMirrorMilestones=${shouldMirrorMilestones}`);
 
     if (shouldMirrorMilestones) {
       try {
@@ -848,9 +848,9 @@ export async function mirrorGitHubRepoToGiteaOrg({
     // Prepare migration payload
     // For private repos, use separate auth fields instead of embedding credentials in URL
     // This is required for Forgejo 12+ which rejects URLs with embedded credentials
-    // Skip wiki for starred repos if skipStarredIssues is enabled
+    // Skip wiki for starred repos if starredCodeOnly is enabled
     const shouldMirrorWiki = config.giteaConfig?.wiki &&
-      !(repository.isStarred && config.githubConfig?.skipStarredIssues);
+      !(repository.isStarred && config.githubConfig?.starredCodeOnly);
 
     const migratePayload: any = {
       clone_addr: cloneAddress,
@@ -884,11 +884,11 @@ export async function mirrorGitHubRepoToGiteaOrg({
     );
 
     //mirror releases
-    // Skip releases for starred repos if skipStarredIssues is enabled
+    // Skip releases for starred repos if starredCodeOnly is enabled
     const shouldMirrorReleases = config.giteaConfig?.mirrorReleases &&
-      !(repository.isStarred && config.githubConfig?.skipStarredIssues);
+      !(repository.isStarred && config.githubConfig?.starredCodeOnly);
 
-    console.log(`[Metadata] Release mirroring check: mirrorReleases=${config.giteaConfig?.mirrorReleases}, isStarred=${repository.isStarred}, skipStarredIssues=${config.githubConfig?.skipStarredIssues}, shouldMirrorReleases=${shouldMirrorReleases}`);
+    console.log(`[Metadata] Release mirroring check: mirrorReleases=${config.giteaConfig?.mirrorReleases}, isStarred=${repository.isStarred}, starredCodeOnly=${config.githubConfig?.starredCodeOnly}, shouldMirrorReleases=${shouldMirrorReleases}`);
 
     if (shouldMirrorReleases) {
       try {
@@ -907,11 +907,11 @@ export async function mirrorGitHubRepoToGiteaOrg({
     }
 
     // Clone issues
-    // Skip issues for starred repos if skipStarredIssues is enabled
+    // Skip issues for starred repos if starredCodeOnly is enabled
     const shouldMirrorIssues = config.giteaConfig?.mirrorIssues && 
-      !(repository.isStarred && config.githubConfig?.skipStarredIssues);
+      !(repository.isStarred && config.githubConfig?.starredCodeOnly);
     
-    console.log(`[Metadata] Issue mirroring check: mirrorIssues=${config.giteaConfig?.mirrorIssues}, isStarred=${repository.isStarred}, skipStarredIssues=${config.githubConfig?.skipStarredIssues}, shouldMirrorIssues=${shouldMirrorIssues}`);
+    console.log(`[Metadata] Issue mirroring check: mirrorIssues=${config.giteaConfig?.mirrorIssues}, isStarred=${repository.isStarred}, starredCodeOnly=${config.githubConfig?.starredCodeOnly}, shouldMirrorIssues=${shouldMirrorIssues}`);
     
     if (shouldMirrorIssues) {
       try {
@@ -930,11 +930,11 @@ export async function mirrorGitHubRepoToGiteaOrg({
     }
 
     // Mirror pull requests if enabled
-    // Skip pull requests for starred repos if skipStarredIssues is enabled
+    // Skip pull requests for starred repos if starredCodeOnly is enabled
     const shouldMirrorPullRequests = config.giteaConfig?.mirrorPullRequests &&
-      !(repository.isStarred && config.githubConfig?.skipStarredIssues);
+      !(repository.isStarred && config.githubConfig?.starredCodeOnly);
 
-    console.log(`[Metadata] Pull request mirroring check: mirrorPullRequests=${config.giteaConfig?.mirrorPullRequests}, isStarred=${repository.isStarred}, skipStarredIssues=${config.githubConfig?.skipStarredIssues}, shouldMirrorPullRequests=${shouldMirrorPullRequests}`);
+    console.log(`[Metadata] Pull request mirroring check: mirrorPullRequests=${config.giteaConfig?.mirrorPullRequests}, isStarred=${repository.isStarred}, starredCodeOnly=${config.githubConfig?.starredCodeOnly}, shouldMirrorPullRequests=${shouldMirrorPullRequests}`);
 
     if (shouldMirrorPullRequests) {
       try {
@@ -953,11 +953,11 @@ export async function mirrorGitHubRepoToGiteaOrg({
     }
 
     // Mirror labels if enabled (and not already done via issues)
-    // Skip labels for starred repos if skipStarredIssues is enabled
+    // Skip labels for starred repos if starredCodeOnly is enabled
     const shouldMirrorLabels = config.giteaConfig?.mirrorLabels && !shouldMirrorIssues &&
-      !(repository.isStarred && config.githubConfig?.skipStarredIssues);
+      !(repository.isStarred && config.githubConfig?.starredCodeOnly);
 
-    console.log(`[Metadata] Label mirroring check: mirrorLabels=${config.giteaConfig?.mirrorLabels}, shouldMirrorIssues=${shouldMirrorIssues}, isStarred=${repository.isStarred}, skipStarredIssues=${config.githubConfig?.skipStarredIssues}, shouldMirrorLabels=${shouldMirrorLabels}`);
+    console.log(`[Metadata] Label mirroring check: mirrorLabels=${config.giteaConfig?.mirrorLabels}, shouldMirrorIssues=${shouldMirrorIssues}, isStarred=${repository.isStarred}, starredCodeOnly=${config.githubConfig?.starredCodeOnly}, shouldMirrorLabels=${shouldMirrorLabels}`);
 
     if (shouldMirrorLabels) {
       try {
@@ -976,11 +976,11 @@ export async function mirrorGitHubRepoToGiteaOrg({
     }
 
     // Mirror milestones if enabled
-    // Skip milestones for starred repos if skipStarredIssues is enabled
+    // Skip milestones for starred repos if starredCodeOnly is enabled
     const shouldMirrorMilestones = config.giteaConfig?.mirrorMilestones &&
-      !(repository.isStarred && config.githubConfig?.skipStarredIssues);
+      !(repository.isStarred && config.githubConfig?.starredCodeOnly);
 
-    console.log(`[Metadata] Milestone mirroring check: mirrorMilestones=${config.giteaConfig?.mirrorMilestones}, isStarred=${repository.isStarred}, skipStarredIssues=${config.githubConfig?.skipStarredIssues}, shouldMirrorMilestones=${shouldMirrorMilestones}`);
+    console.log(`[Metadata] Milestone mirroring check: mirrorMilestones=${config.giteaConfig?.mirrorMilestones}, isStarred=${repository.isStarred}, starredCodeOnly=${config.githubConfig?.starredCodeOnly}, shouldMirrorMilestones=${shouldMirrorMilestones}`);
 
     if (shouldMirrorMilestones) {
       try {
diff --git a/src/lib/utils/config-mapper.ts b/src/lib/utils/config-mapper.ts
index 9ae97cd..d85f947 100644
--- a/src/lib/utils/config-mapper.ts
+++ b/src/lib/utils/config-mapper.ts
@@ -54,7 +54,7 @@ export function mapUiToDbConfig(
     defaultOrg: giteaConfig.organization,
     
     // Advanced options
-    skipStarredIssues: advancedOptions.skipStarredIssues,
+    starredCodeOnly: advancedOptions.starredCodeOnly,
   };
 
   // Map Gitea config to match database schema
@@ -152,7 +152,7 @@ export function mapDbToUiConfig(dbConfig: any): {
   // Map advanced options
   const advancedOptions: AdvancedOptions = {
     skipForks: !(dbConfig.githubConfig?.includeForks ?? true), // Invert includeForks to get skipForks
-    skipStarredIssues: dbConfig.githubConfig?.skipStarredIssues || false,
+    starredCodeOnly: dbConfig.githubConfig?.starredCodeOnly || false,
   };
 
   return {
diff --git a/src/types/config.ts b/src/types/config.ts
index 98bf15a..08f124f 100644
--- a/src/types/config.ts
+++ b/src/types/config.ts
@@ -55,7 +55,7 @@ export interface MirrorOptions {
 
 export interface AdvancedOptions {
   skipForks: boolean;
-  skipStarredIssues: boolean;
+  starredCodeOnly: boolean;
 }
 
 export interface SaveConfigApiRequest {