diff --git a/.github/scripts/ai-inspector-worker.mjs b/.github/scripts/ai-inspector-worker.mjs
index e69a6735..7f92348b 100644
--- a/.github/scripts/ai-inspector-worker.mjs
+++ b/.github/scripts/ai-inspector-worker.mjs
@@ -14,20 +14,65 @@ const required = (name) => {
   return value;
 };
 
-const runGit = (args, options = {}) => {
-  execFileSync("git", args, {
+const runCommandOutput = (command, args, options = {}) =>
+  execFileSync(command, args, {
     stdio: "pipe",
     encoding: "utf8",
     ...options,
   });
-};
 
-const runGitOutput = (args, options = {}) =>
+const runGit = (args, options = {}) => {
   execFileSync("git", args, {
     stdio: "pipe",
     encoding: "utf8",
     ...options,
   });
+};
+
+const runGitOutput = (args, options = {}) => runCommandOutput("git", args, options);
+
+const resolveGitHubToken = () => {
+  const envToken = process.env.GITHUB_TOKEN?.trim() || process.env.GH_TOKEN?.trim();
+  if (envToken) {
+    return envToken;
+  }
+
+  try {
+    const ghToken = runCommandOutput("gh", ["auth", "token"]).trim();
+    if (ghToken) {
+      return ghToken;
+    }
+  } catch {
+    // Ignore and throw with clear message below.
+  }
+
+  throw new Error("Missing GitHub token. Set GITHUB_TOKEN or GH_TOKEN, or run `gh auth login`.");
+};
+
+const resolveGitHubRepository = () => {
+  const repository = process.env.GITHUB_REPOSITORY?.trim();
+  if (repository) {
+    return repository;
+  }
+
+  const remoteUrl = runGitOutput(["remote", "get-url", "origin"]).trim();
+  const normalizedUrl = remoteUrl.startsWith("git@github.com:")
+    ? remoteUrl.replace("git@github.com:", "https://github.com/")
+    : remoteUrl;
+  const parsedUrl = new URL(normalizedUrl);
+
+  if (parsedUrl.hostname !== "github.com") {
+    throw new Error(`Unsupported remote host for origin: ${parsedUrl.hostname}`);
+  }
+
+  const pathname = parsedUrl.pathname.replace(/^\/+/, "").replace(/\.git$/, "");
+  const [owner, repoName] = pathname.split("/");
+  if (!owner || !repoName) {
+    throw new Error(`Failed to infer GITHUB_REPOSITORY from origin remote: ${remoteUrl}`);
+  }
+
+  return `${owner}/${repoName}`;
+};
 
 const escapeMarkdown = (value) => String(value ?? "").replace(/`/g, "\\`");
 
@@ -63,8 +108,7 @@ const getPreviewUrl = (branchName) => {
   return template.replaceAll("{branch}", branchName.replaceAll("/", "-"));
 };
 
-const githubRequest = async (method, pathName, body) => {
-  const token = required("GITHUB_TOKEN");
+const githubRequest = async (token, method, pathName, body) => {
   const response = await fetch(`https://api.github.com${pathName}`, {
     method,
     headers: {
@@ -84,8 +128,7 @@ const githubRequest = async (method, pathName, body) => {
   return response.json();
 };
 
-const findOpenPrByHead = async (owner, repo, branchName) => {
-  const token = required("GITHUB_TOKEN");
+const findOpenPrByHead = async (token, owner, repo, branchName) => {
   const response = await fetch(
     `https://api.github.com/repos/${owner}/${repo}/pulls?state=open&head=${owner}:${encodeURIComponent(branchName)}`,
     {
@@ -149,7 +192,7 @@ const sendDiscordNotification = async ({ taskId, prUrl, previewUrl, instruction
   }
 };
 
-const requestPatchFromAiEndpoint = async ({ taskId, task, branchName }) => {
+const requestPatchFromAiEndpoint = async ({ taskId, task, branchName, repository, baseBranch }) => {
   const endpoint = process.env.AI_INSPECTOR_PATCH_ENDPOINT;
   if (!endpoint) {
     return {
@@ -168,9 +211,9 @@ const requestPatchFromAiEndpoint = async ({ taskId, task, branchName }) => {
     body: JSON.stringify({
       taskId,
       task,
-      repository: process.env.GITHUB_REPOSITORY,
+      repository,
       branchName,
-      baseBranch: process.env.AI_INSPECTOR_BASE_BRANCH || "main",
+      baseBranch,
     }),
   });
 
@@ -215,11 +258,16 @@ const claimQueuedTask = async (db, collectionName) => {
   const queued = await db
     .collection(collectionName)
     .where("status", "==", "queued")
-    .orderBy("createdAt", "asc")
     .limit(10)
     .get();
 
-  for (const doc of queued.docs) {
+  const orderedDocs = [...queued.docs].sort((a, b) => {
+    const aMillis = a.get("createdAt")?.toMillis?.() ?? Number.MAX_SAFE_INTEGER;
+    const bMillis = b.get("createdAt")?.toMillis?.() ?? Number.MAX_SAFE_INTEGER;
+    return aMillis - bMillis;
+  });
+
+  for (const doc of orderedDocs) {
     const taskRef = doc.ref;
     const claimedTask = await db.runTransaction(async (transaction) => {
       const snapshot = await transaction.get(taskRef);
@@ -253,7 +301,8 @@ const claimQueuedTask = async (db, collectionName) => {
 };
 
 const main = async () => {
-  const repo = required("GITHUB_REPOSITORY");
+  const githubToken = resolveGitHubToken();
+  const repo = resolveGitHubRepository();
   const [owner, repoName] = repo.split("/");
   const baseBranch = process.env.AI_INSPECTOR_BASE_BRANCH || "main";
   const collectionName = process.env.AI_INSPECTOR_FIRESTORE_COLLECTION || "aiInspectorTasks";
@@ -292,7 +341,13 @@ const main = async () => {
     fs.writeFileSync(filePath, buildTaskMarkdown(taskId, task), "utf8");
     runGit(["add", filePath]);
 
-    const aiResult = await requestPatchFromAiEndpoint({ taskId, task, branchName });
+    const aiResult = await requestPatchFromAiEndpoint({
+      taskId,
+      task,
+      branchName,
+      repository: repo,
+      baseBranch,
+    });
     const patchApplied = applyPatch(aiResult.patch);
 
     const hasChanges = runGitOutput(["status", "--porcelain"]).trim().length > 0;
@@ -306,7 +361,7 @@ const main = async () => {
     runGit(["commit", "-m", commitMessage]);
     runGit(["push", "-u", "origin", branchName]);
 
-    const existingPr = await findOpenPrByHead(owner, repoName, branchName);
+    const existingPr = await findOpenPrByHead(githubToken, owner, repoName, branchName);
     const title =
       aiResult.title || `[AI Inspector] ${String(task.instruction ?? "UI update request").slice(0, 72)}`.trim();
     const body = [
@@ -324,7 +379,7 @@ const main = async () => {
 
     const pr =
       existingPr ??
-      (await githubRequest("POST", `/repos/${owner}/${repoName}/pulls`, {
+      (await githubRequest(githubToken, "POST", `/repos/${owner}/${repoName}/pulls`, {
         title,
         head: branchName,
         base: baseBranch,
diff --git a/.github/workflows/ai-inspector-worker.yml b/.github/workflows/ai-inspector-worker.yml
deleted file mode 100644
index 0ae85b6b..00000000
--- a/.github/workflows/ai-inspector-worker.yml
+++ /dev/null
@@ -1,41 +0,0 @@
-name: AI Inspector Worker
-
-on:
-  schedule:
-    - cron: "*/15 * * * *"
-  workflow_dispatch:
-
-jobs:
-  process:
-    runs-on: ubuntu-latest
-    permissions:
-      contents: write
-      pull-requests: write
-    steps:
-      - name: Checkout
-        uses: actions/checkout@v4
-        with:
-          fetch-depth: 0
-
-      - name: Setup Node
-        uses: actions/setup-node@v4
-        with:
-          node-version: "22"
-
-      - name: Install worker dependencies
-        run: npm install firebase-admin
-
-      - name: Run AI Inspector worker
-        env:
-          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-          GITHUB_REPOSITORY: ${{ github.repository }}
-          AI_INSPECTOR_BASE_BRANCH: main
-          AI_INSPECTOR_FIRESTORE_COLLECTION: aiInspectorTasks
-          AI_INSPECTOR_FIREBASE_PROJECT_ID: ${{ secrets.AI_INSPECTOR_FIREBASE_PROJECT_ID }}
-          AI_INSPECTOR_FIREBASE_CLIENT_EMAIL: ${{ secrets.AI_INSPECTOR_FIREBASE_CLIENT_EMAIL }}
-          AI_INSPECTOR_FIREBASE_PRIVATE_KEY: ${{ secrets.AI_INSPECTOR_FIREBASE_PRIVATE_KEY }}
-          AI_INSPECTOR_PATCH_ENDPOINT: ${{ secrets.AI_INSPECTOR_PATCH_ENDPOINT }}
-          AI_INSPECTOR_PATCH_API_KEY: ${{ secrets.AI_INSPECTOR_PATCH_API_KEY }}
-          AI_INSPECTOR_PREVIEW_URL_TEMPLATE: ${{ secrets.AI_INSPECTOR_PREVIEW_URL_TEMPLATE }}
-          AI_INSPECTOR_DISCORD_WEBHOOK_URL: ${{ secrets.AI_INSPECTOR_DISCORD_WEBHOOK_URL }}
-        run: node .github/scripts/ai-inspector-worker.mjs
diff --git a/README.md b/README.md
index aa22fb32..f240f33c 100644
--- a/README.md
+++ b/README.md
@@ -73,7 +73,7 @@ Admin 계정일 때 좌측 하단에 AI 인스펙터 플로팅 버튼이 노출
 2. 자연어 수정 요청 입력
 3. `POST /api/ai-inspector-requests` 호출 (클라이언트는 Firebase 직접 접근하지 않음)
 4. API 서버가 관리자 권한을 검증하고 Firestore에 `queued` 상태로 저장
-5. GitHub Actions 크론(`.github/workflows/ai-inspector-worker.yml`)이 `queued -> processing`으로 작업 클레임 후 처리
+5. 로컬 워커(`pnpm ai-inspector:worker` 또는 `pnpm ai-inspector:worker:loop`)가 `queued -> processing`으로 작업 클레임 후 처리
 6. 작업 결과를 `completed` 또는 `failed`로 업데이트하고 PR/프리뷰 링크를 Discord webhook으로 전송
 
 ### Shared package
@@ -101,17 +101,32 @@ Admin 계정일 때 좌측 하단에 AI 인스펙터 플로팅 버튼이 노출
 - 로컬 개발: `apps/web/.env.local`
 - Vercel 배포: Vercel Project > Settings > Environment Variables (Preview/Production 둘 다)
 
-### GitHub secrets (worker)
+### Local worker env
 
-`.github/workflows/ai-inspector-worker.yml`에서 사용합니다.
+로컬 워커는 아래 환경변수를 사용합니다.
 
 - `AI_INSPECTOR_FIREBASE_PROJECT_ID`
 - `AI_INSPECTOR_FIREBASE_CLIENT_EMAIL`
 - `AI_INSPECTOR_FIREBASE_PRIVATE_KEY`
+- `AI_INSPECTOR_FIRESTORE_COLLECTION` (optional, default: `aiInspectorTasks`)
+- `AI_INSPECTOR_BASE_BRANCH` (optional, default: `main`)
+- `GITHUB_TOKEN` or `GH_TOKEN` (required for PR 생성)
+- `GITHUB_REPOSITORY` (optional, 미지정 시 `git remote origin`에서 자동 추론)
 - `AI_INSPECTOR_PATCH_ENDPOINT` (optional: AI patch 생성 endpoint)
 - `AI_INSPECTOR_PATCH_API_KEY` (optional)
 - `AI_INSPECTOR_PREVIEW_URL_TEMPLATE` (optional, example: `https://your-app-git-{branch}.vercel.app`)
 - `AI_INSPECTOR_DISCORD_WEBHOOK_URL` (optional)
+- `AI_INSPECTOR_POLL_INTERVAL_SECONDS` (optional, loop 실행시 기본 900초)
 
 등록 위치:
-- GitHub Repository > Settings > Secrets and variables > Actions > Repository secrets
+- 로컬 개발: `apps/web/.env.local`
+
+실행:
+
+```bash
+# 단발 실행 (큐에서 1건 클레임 후 종료)
+pnpm ai-inspector:worker
+
+# 반복 실행 (기본 15분 주기)
+pnpm ai-inspector:worker:loop
+```
diff --git a/package.json b/package.json
index 81bab14d..b7c7e424 100644
--- a/package.json
+++ b/package.json
@@ -6,6 +6,8 @@
     "dev:web": "pnpm --filter @solid-connect/web run dev",
     "dev:admin": "pnpm --filter @solid-connect/admin run dev",
     "dev:debug": "turbo dev --filter=@solid-connect/web --filter=@solid-connect/admin",
+    "ai-inspector:worker": "node --env-file-if-exists=apps/web/.env.local .github/scripts/ai-inspector-worker.mjs",
+    "ai-inspector:worker:loop": "node --env-file-if-exists=apps/web/.env.local scripts/ai-inspector-worker-loop.mjs",
     "build": "turbo build",
     "sync:bruno": "turbo run sync:bruno",
     "lint": "turbo lint",
@@ -22,6 +24,7 @@
     "@biomejs/biome": "^2.3.11",
     "@commitlint/cli": "^20.2.0",
     "@commitlint/config-conventional": "^20.2.0",
+    "firebase-admin": "^13.7.0",
     "husky": "^9.1.7",
     "turbo": "^2.3.0"
   },
diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml
index e9bc65ed..2d5efe01 100644
--- a/pnpm-lock.yaml
+++ b/pnpm-lock.yaml
@@ -17,6 +17,9 @@ importers:
       '@commitlint/config-conventional':
         specifier: ^20.2.0
         version: 20.3.1
+      firebase-admin:
+        specifier: ^13.7.0
+        version: 13.7.0
       husky:
         specifier: ^9.1.7
         version: 9.1.7
diff --git a/scripts/ai-inspector-worker-loop.mjs b/scripts/ai-inspector-worker-loop.mjs
new file mode 100644
index 00000000..e0f948f2
--- /dev/null
+++ b/scripts/ai-inspector-worker-loop.mjs
@@ -0,0 +1,53 @@
+import { execFileSync } from "node:child_process";
+import process from "node:process";
+
+const ONE_SECOND = 1_000;
+const defaultIntervalSeconds = 15 * 60;
+
+const parseIntervalSeconds = () => {
+  const rawValue = process.env.AI_INSPECTOR_POLL_INTERVAL_SECONDS;
+  if (!rawValue) {
+    return defaultIntervalSeconds;
+  }
+
+  const value = Number(rawValue);
+  if (!Number.isFinite(value) || value <= 0) {
+    throw new Error("AI_INSPECTOR_POLL_INTERVAL_SECONDS must be a positive number.");
+  }
+
+  return value;
+};
+
+const runOnce = async () => {
+  execFileSync("node", [".github/scripts/ai-inspector-worker.mjs"], {
+    stdio: "inherit",
+    env: process.env,
+  });
+};
+
+const sleep = async (ms) =>
+  new Promise((resolve) => {
+    setTimeout(resolve, ms);
+  });
+
+const loop = async () => {
+  const intervalSeconds = parseIntervalSeconds();
+  while (true) {
+    const startedAt = Date.now();
+    try {
+      await runOnce();
+    } catch (error) {
+      const message = error instanceof Error ? error.message : String(error);
+      console.error(`[ai-inspector-worker-loop] run failed: ${message}`);
+    }
+
+    const elapsed = Date.now() - startedAt;
+    const waitMs = Math.max(ONE_SECOND, intervalSeconds * ONE_SECOND - elapsed);
+    await sleep(waitMs);
+  }
+};
+
+loop().catch((error) => {
+  console.error(error);
+  process.exit(1);
+});
diff --git a/turbo.json b/turbo.json
index d3499836..9c82ec56 100644
--- a/turbo.json
+++ b/turbo.json
@@ -10,7 +10,7 @@
     "@solid-connect/web#build": {
       "dependsOn": ["^build"],
       "outputs": [".next/**", "!.next/cache/**"],
-      "env": ["NODE_ENV", "NEXT_PUBLIC_*"]
+      "env": ["NODE_ENV", "NEXT_PUBLIC_*", "SENTRY_*", "FIREBASE_*", "AI_INSPECTOR_*"]
     },
     "sync:bruno": {
       "outputs": ["src/apis/**"],