diff --git a/apps/scout-bot/Dockerfile b/apps/scout-bot/Dockerfile
deleted file mode 100644
index 8fbe97b..0000000
--- a/apps/scout-bot/Dockerfile
+++ /dev/null
@@ -1,15 +0,0 @@
-FROM node:20-alpine
-ENV PNPM_HOME="/pnpm"
-ENV PATH="$PNPM_HOME:$PATH"
-RUN corepack enable
-
-WORKDIR /app
-
-COPY package.json pnpm-lock.yaml pnpm-workspace.yaml ./
-COPY apps/scout-bot/package.json apps/scout-bot/
-
-RUN pnpm install --frozen-lockfile
-
-COPY apps/scout-bot ./apps/scout-bot
-
-CMD ["pnpm", "--dir", "apps/scout-bot", "exec", "tsx", "src/index.ts"]
diff --git a/apps/scout-bot/package.json b/apps/scout-bot/package.json
deleted file mode 100644
index ff93ef9..0000000
--- a/apps/scout-bot/package.json
+++ /dev/null
@@ -1,25 +0,0 @@
-{
-  "name": "scout-bot",
-  "version": "1.0.0",
-  "description": "",
-  "main": "index.js",
-  "scripts": {
-    "test": "echo \"Error: no test specified\" && exit 1"
-  },
-  "keywords": [],
-  "author": "",
-  "license": "ISC",
-  "type": "commonjs",
-  "dependencies": {
-    "@octokit/rest": "^22.0.1",
-    "dotenv": "^17.4.2",
-    "node-cron": "^4.2.1",
-    "zod": "^4.4.3"
-  },
-  "devDependencies": {
-    "@types/node": "^20.19.42",
-    "@types/node-cron": "^3.0.11",
-    "tsx": "^4.22.4",
-    "typescript": "^5.9.3"
-  }
-}
diff --git a/apps/scout-bot/src/index.ts b/apps/scout-bot/src/index.ts
deleted file mode 100644
index bdaeeb4..0000000
--- a/apps/scout-bot/src/index.ts
+++ /dev/null
@@ -1,373 +0,0 @@
-import { Octokit } from "@octokit/rest";
-import cron from "node-cron";
-import dotenv from "dotenv";
-
-dotenv.config();
-
-const GITHUB_TOKEN = process.env.GITHUB_TOKEN;
-const VIBEWORK_API_URL = process.env.VIBEWORK_API_URL || "https://agent.wooo.work/api";
-const SCOUT_API_KEY = process.env.SCOUT_API_KEY;
-const SCOUT_AGENT_ID = process.env.SCOUT_AGENT_ID || "scout_official_1";
-const SCOUT_CRON_EXPRESSION = process.env.SCOUT_CRON_EXPRESSION || "*/3 * * * *";
-const SCOUT_ISSUE_LABELS_RAW = process.env.SCOUT_ISSUE_LABELS || process.env.SCOUT_ISSUE_LABEL || "";
-const SCOUT_ENABLED = (process.env.SCOUT_ENABLED || "true").toLowerCase() !== "false";
-const SCOUT_TARGET_REPOS_RAW =
-  process.env.SCOUT_TARGET_REPOS ||
-  "open-webui/open-webui,microsoft/vscode,vercel/next.js,langchain-ai/langgraph,facebook/react,microsoft/TypeScript,openai/openai-cookbook,astral-sh/ruff,sequelize/sequelize,pnpm/pnpm,prisma/prisma";
-const SCOUT_PER_PAGE = Math.min(Math.max(parseInt(process.env.SCOUT_PER_PAGE || "50", 10), 1), 100);
-const SCOUT_MAX_ISSUES_PER_SCAN = Math.max(parseInt(process.env.SCOUT_MAX_ISSUES_PER_SCAN || "60", 10), 1);
-const SCOUT_COMMENT_DELAY_SECONDS = Math.max(parseInt(process.env.SCOUT_COMMENT_DELAY_SECONDS || "2", 10), 0);
-const SCOUT_COMMENT_REPOS_RAW = process.env.SCOUT_COMMENT_REPOS || "";
-
-const SCOUT_COMMENT_REPOS = SCOUT_COMMENT_REPOS_RAW === "*" 
-  ? ["*"] 
-  : SCOUT_COMMENT_REPOS_RAW.split(",").map(r => r.trim().toLowerCase()).filter(Boolean);
-
-
-const SCOUT_ISSUE_LABELS = SCOUT_ISSUE_LABELS_RAW
-  .split(",")
-  .map((entry) => entry.trim())
-  .filter(Boolean);
-
-const SCOUT_TARGET_REPOS = SCOUT_TARGET_REPOS_RAW
-  .split(",")
-  .map((entry) => entry.trim())
-  .filter(Boolean)
-  .map((entry) => {
-    const [owner, repo] = entry.split("/");
-    return { owner, repo };
-  })
-  .filter((repo) => repo.owner && repo.repo);
-
-const fallbackRepo = { owner: "open-webui", repo: "open-webui" };
-const TARGET_REPOS = SCOUT_TARGET_REPOS.length > 0 ? SCOUT_TARGET_REPOS : [fallbackRepo];
-
-if (!SCOUT_API_KEY) {
-  console.warn("WARNING: SCOUT_API_KEY is not set. Draft API may be rejected by server.");
-}
-if (!GITHUB_TOKEN) {
-  console.warn("WARNING: GITHUB_TOKEN is not set. Scout bot cannot post comments.");
-}
-
-function normalizeText(value: string, maxLength: number, fallback = "N/A") {
-  const cleanText = (value || "").replace(/\s+/g, " ").trim();
-  if (!cleanText) {
-    return fallback;
-  }
-  return cleanText.length <= maxLength ? cleanText : `${cleanText.slice(0, Math.max(maxLength - 1, 0))}…`;
-}
-
-function buildDraftPayload(issueTitle: string, issueBody: string, issueUrl: string) {
-  const prefix = "GitHub Issue: ";
-  const titleMax = 120;
-  const descriptionMax = 2000;
-  const sourceSuffix = `\n\nSource: ${issueUrl}`;
-  const sourceAllowance = Math.max(descriptionMax - sourceSuffix.length, 20);
-
-  const safeTitle = normalizeText(issueTitle, Math.max(titleMax - prefix.length, 20), "Open Source Issue");
-  const cleanBody = normalizeText(issueBody || "", sourceAllowance, "請參考 issue 連結取得完整需求內容。");
-
-  return {
-    title: `${prefix}${safeTitle}`,
-    description: `${cleanBody}${sourceSuffix}`,
-    reward_amount: 0, // $0.00 Free AI Bounty
-    reward_currency: "USD",
-    required_stack: ["TypeScript", "GitHub"],
-    test_file_content: "// Needs manual test writing based on issue",
-  };
-}
-
-const octokit = new Octokit({
-  auth: GITHUB_TOKEN,
-});
-
-async function wait(seconds: number) {
-  return new Promise((resolve) => setTimeout(resolve, seconds * 1000));
-}
-
-function getGitHubBackoffSeconds(error: unknown): number {
-  const status =
-    typeof error === "object" &&
-    error !== null &&
-    "status" in error &&
-    typeof (error as { status?: unknown }).status === "number"
-      ? (error as { status: number }).status
-      : undefined;
-
-  const message =
-    typeof error === "object" &&
-    error !== null &&
-    "message" in error &&
-    typeof (error as { message?: unknown }).message === "string"
-      ? (error as { message: string }).message.toLowerCase()
-      : "";
-
-  const responseHeaders =
-    typeof error === "object" &&
-    error !== null &&
-    "response" in error &&
-    error.response &&
-    typeof error.response === "object" &&
-    "headers" in error.response
-      ? (error.response as { headers?: Record<string, string> }).headers
-      : undefined;
-
-  const lowerCaseHeaders = responseHeaders
-    ? Object.fromEntries(
-        Object.entries(responseHeaders).map(([key, value]) => [key.toLowerCase(), value])
-      )
-    : undefined;
-
-  if (
-    typeof status === "number" &&
-    status === 403 &&
-    message.includes("secondary rate limit")
-  ) {
-    const resetAtRaw = lowerCaseHeaders?.["x-ratelimit-reset"];
-    if (resetAtRaw) {
-      const resetAt = parseInt(resetAtRaw, 10);
-      const now = Math.floor(Date.now() / 1000);
-      const resetWait = resetAt - now + 5;
-      if (resetWait > 0) {
-        return resetWait;
-      }
-    }
-    return 60;
-  }
-
-  if (typeof status === "number" && status === 403 && message.includes("rate limit exceeded")) {
-    const resetAtRaw = lowerCaseHeaders?.["x-ratelimit-reset"];
-    if (resetAtRaw) {
-      const resetAt = parseInt(resetAtRaw, 10);
-      const now = Math.floor(Date.now() / 1000);
-      const resetWait = resetAt - now + 5;
-      if (resetWait > 0) {
-        return resetWait;
-      }
-    }
-    return 60;
-  }
-
-  return 0;
-}
-
-async function postDraftWithRetry(payload: {
-  scout_id: string;
-  title: string;
-  description: string;
-  reward_amount: number;
-  reward_currency: string;
-  required_stack: string[];
-  test_file_content: string;
-}) {
-  let lastError: unknown = null;
-
-  for (let attempt = 0; attempt < 3; attempt++) {
-    try {
-      const response = await fetch(`${VIBEWORK_API_URL}/scout/draft`, {
-        method: "POST",
-        headers: {
-          "Content-Type": "application/json",
-          "Authorization": `Bearer ${SCOUT_API_KEY}`
-        },
-        body: JSON.stringify(payload),
-      });
-
-      if (!response.ok) {
-        const bodyText = await response.text();
-        throw new Error(`Draft API failed (HTTP ${response.status}): ${bodyText}`);
-      }
-
-      return await response.json();
-    } catch (error) {
-      lastError = error;
-      const attemptText = attempt + 1;
-      const maxAttempts = 3;
-      console.error(`Failed to draft bounty task (attempt ${attemptText}/${maxAttempts}):`, error);
-      if (attempt < maxAttempts - 1) {
-        await wait(Math.min(5 * (attempt + 1), 15));
-      }
-    }
-  }
-
-  console.error("Failed to draft bounty task after retries:", lastError);
-  return null;
-}
-
-async function isIssueAlreadyDrafted(issueUrl: string) {
-  try {
-    const response = await fetch(
-      `${VIBEWORK_API_URL}/scout/issue-exists?issue_url=${encodeURIComponent(issueUrl)}`,
-      {
-        headers: {
-          "Authorization": `Bearer ${SCOUT_API_KEY}`,
-        },
-      }
-    );
-
-    if (!response.ok) {
-      const bodyText = await response.text();
-      console.warn(`Issue existence check failed (HTTP ${response.status}): ${bodyText}`);
-      return false;
-    }
-
-    const result = await response.json() as { exists?: boolean };
-    return Boolean(result.exists);
-  } catch (error) {
-    console.warn("Issue existence check error:", error);
-    return false;
-  }
-}
-
-async function draftBountyTask(issueTitle: string, issueBody: string, issueUrl: string) {
-  const payload = {
-    scout_id: SCOUT_AGENT_ID,
-    ...buildDraftPayload(issueTitle, issueBody || "", issueUrl),
-  };
-
-  return postDraftWithRetry(payload);
-}
-
-async function processIssue(owner: string, repo: string, issue: any) {
-  console.log(`Processing issue #${issue.number}: ${issue.title}`);
-  const issueUrl = issue.html_url;
-
-  if (!issueUrl) {
-    console.log("Issue URL missing, skip.");
-    return;
-  }
-
-  const alreadyDrafted = await isIssueAlreadyDrafted(issueUrl);
-  if (alreadyDrafted) {
-    console.log(`Issue already has draft task: ${issueUrl}, skipping.`);
-    return;
-  }
-
-  // Check if we already commented
-  if (GITHUB_TOKEN) {
-    const comments = await octokit.issues.listComments({
-      owner,
-      repo,
-      issue_number: issue.number,
-    });
-
-    const alreadyCommented = comments.data.some((c) => c.body?.includes("agent.wooo.work"));
-    if (alreadyCommented) {
-      console.log(`Already commented on #${issue.number}, skipping.`);
-      return;
-    }
-  }
-
-  // Generate draft task on VibeWork
-  const draft = await draftBountyTask(issue.title, issue.body || "", issueUrl);
-
-  if (!draft) {
-    console.log(`Failed to generate draft for #${issue.number}, skipping comment.`);
-    return;
-  }
-
-  const commentBody = `Hi there! 👋 我們注意到這個 issue 被標記為需要社群協助。
-
-**VibeWork** 是一個開源的 AI Agent 協定，目前已經連結了全球大量的自主 AI Agent。這些 Agent 可以為您**免費 (FREE)** 嘗試解決這個問題。
-
-任何人類開發者或是 AI Agent 都可以認領這個 issue，並透過我們的 MCP 伺服器自動提交 Pull Request：
-\`\`\`bash
-npx -y @agent-bounty/mcp-server --endpoint https://agent.wooo.work
-\`\`\`
-
-🔗 [點此追蹤 AI 的解題進度](${draft.checkout_url}) (Task ID: \`${draft.task_id}\`)
-
-*(備註：我們是一個開源的防詐欺 Bounty 協定，旨在幫助開源專案維護者更快地利用 AI 解決問題。如果您不希望我們在此張貼此資訊，請隨時告知！)*
-`;
-
-  if (GITHUB_TOKEN) {
-    const isAllowedToComment = SCOUT_COMMENT_REPOS.includes("*") || SCOUT_COMMENT_REPOS.includes(`${owner}/${repo}`.toLowerCase());
-    
-    if (!isAllowedToComment) {
-      console.log(`[SILENT MODE] Successfully generated draft task for #${issue.number}, but skipping GitHub comment (repo not in SCOUT_COMMENT_REPOS).`);
-      return;
-    }
-
-    try {
-      await octokit.issues.createComment({
-        owner,
-        repo,
-        issue_number: issue.number,
-        body: commentBody,
-      });
-      console.log(`Successfully commented on #${issue.number}`);
-      await wait(SCOUT_COMMENT_DELAY_SECONDS);
-    } catch (error) {
-      const backoffSeconds = getGitHubBackoffSeconds(error);
-      if (backoffSeconds > 0) {
-        console.warn(`GitHub API rate limited; sleeping ${backoffSeconds}s before continuing.`);
-        await wait(backoffSeconds);
-      }
-      console.error(`Failed to comment on #${issue.number}:`, error);
-    }
-  } else {
-    console.log(`[DRY RUN] Would have posted scout comment for #${issue.number}: ${draft.status}`);
-  }
-}
-
-async function scanRepositories() {
-  console.log("Starting GitHub scan...");
-
-  for (const target of TARGET_REPOS) {
-    try {
-      const issues = await octokit.issues.listForRepo({
-        owner: target.owner,
-        repo: target.repo,
-        state: "open",
-        ...(SCOUT_ISSUE_LABELS.length > 0 ? { labels: SCOUT_ISSUE_LABELS.join(",") } : {}),
-        per_page: SCOUT_PER_PAGE
-      });
-
-      console.log(`Found ${issues.data.length} open issues in ${target.owner}/${target.repo}`);
-
-      const issueCandidates = issues.data.slice(0, SCOUT_MAX_ISSUES_PER_SCAN);
-      for (const issue of issueCandidates) {
-        if (!issue.pull_request) { // Ignore PRs
-          await processIssue(target.owner, target.repo, issue);
-        }
-      }
-
-      if (issues.data.length > issueCandidates.length) {
-        console.log(`Limited scan to first ${issueCandidates.length} issues in ${target.owner}/${target.repo}`);
-      }
-    } catch (error) {
-      const backoffSeconds = getGitHubBackoffSeconds(error);
-      if (backoffSeconds > 0) {
-        console.warn(`GitHub API rate limited on ${target.owner}/${target.repo}; sleeping ${backoffSeconds}s and skip remaining repos.`);
-        await wait(backoffSeconds);
-        return;
-      }
-      console.error(`Error scanning ${target.owner}/${target.repo}:`, error);
-    }
-  }
-}
-
-async function bootstrap() {
-  if (!SCOUT_ENABLED) {
-    console.log("SCOUT_ENABLED is false. Scout bot is disabled.");
-    return;
-  }
-
-  // Delay first scan a bit so main web API is ready after startup.
-  await wait(10);
-  await scanRepositories();
-}
-
-bootstrap();
-
-if (SCOUT_ENABLED) {
-  // Default: every 1 minute for phase-1 high-velocity inbound traffic
-  cron.schedule(SCOUT_CRON_EXPRESSION, () => {
-    console.log(`Running scheduled GitHub scan (${SCOUT_CRON_EXPRESSION})...`);
-    scanRepositories();
-  });
-} else {
-  console.log("Cron schedule is disabled because SCOUT_ENABLED=false.");
-}
-
-console.log("VibeWork Scout Bot started and scheduled.");
diff --git a/apps/scout-bot/tsconfig.json b/apps/scout-bot/tsconfig.json
deleted file mode 100644
index e5371c5..0000000
--- a/apps/scout-bot/tsconfig.json
+++ /dev/null
@@ -1,15 +0,0 @@
-{
-  "compilerOptions": {
-    "target": "ES2022",
-    "module": "CommonJS",
-    "moduleResolution": "node",
-    "strict": true,
-    "esModuleInterop": true,
-    "skipLibCheck": true,
-    "forceConsistentCasingInFileNames": true,
-    "outDir": "./dist",
-    "rootDir": "./src"
-  },
-  "include": ["src/**/*"],
-  "exclude": ["node_modules", "dist"]
-}
diff --git a/docker-compose.scout.yml b/docker-compose.scout.yml
deleted file mode 100644
index ce49f52..0000000
--- a/docker-compose.scout.yml
+++ /dev/null
@@ -1,24 +0,0 @@
-version: '3.8'
-
-services:
-  scout-bot:
-    build: 
-      context: .
-      dockerfile: apps/scout-bot/Dockerfile
-    container_name: agent_bounty_scout_bot
-    restart: unless-stopped
-    environment:
-      - NODE_ENV=production
-      # - GITHUB_TOKEN=your_token_here
-      - VIBEWORK_API_URL=http://agent_bounty_web:3000/api
-      - SCOUT_API_KEY=${SCOUT_API_KEY:-dev_scout_key}
-      - SCOUT_AGENT_ID=scout_official_1
-      - SCOUT_ENABLED=${SCOUT_ENABLED:-false}
-      - SCOUT_PER_PAGE=${SCOUT_PER_PAGE:-80}
-      - SCOUT_MAX_ISSUES_PER_SCAN=${SCOUT_MAX_ISSUES_PER_SCAN:-30}
-    networks:
-      - agent-bounty-network
-
-networks:
-  agent-bounty-network:
-    external: true
diff --git a/package.json b/package.json
index 660d608..382eef9 100644
--- a/package.json
+++ b/package.json
@@ -12,5 +12,9 @@
   "packageManager": "pnpm@10.32.1",
   "devDependencies": {
     "vitest": "^4.1.8"
+  },
+  "dependencies": {
+    "dotenv": "^17.4.2",
+    "openai": "^6.42.0"
   }
 }