diff --git a/.github/scripts/build-skills.mjs b/.github/scripts/build-skills.mjs
new file mode 100644
index 0000000..9cdf710
--- /dev/null
+++ b/.github/scripts/build-skills.mjs
@@ -0,0 +1,133 @@
+#!/usr/bin/env node
+
+import fs from 'node:fs';
+import path from 'node:path';
+import { spawnSync } from 'node:child_process';
+
+const repoRoot = process.cwd();
+const pluginsDir = path.join(repoRoot, 'plugins');
+
+const errors = [];
+const builtScripts = [];
+
+function walk(dir) {
+  const entries = fs.readdirSync(dir, { withFileTypes: true });
+  for (const e of entries) {
+    if (e.name === 'node_modules' || e.name === '.git') continue;
+    const full = path.join(dir, e.name);
+    if (e.isDirectory()) walk(full);
+    else if (e.isFile() && e.name === 'SKILL.md') buildSkillScripts(full);
+  }
+}
+
+function parseFrontmatter(md) {
+  const lines = md.split(/\r?\n/);
+  if (lines[0] !== '---') return null;
+
+  let end = -1;
+  for (let i = 1; i < lines.length; i++) {
+    if (lines[i] === '---') {
+      end = i;
+      break;
+    }
+  }
+  if (end === -1) return null;
+
+  const fm = {};
+  for (const l of lines.slice(1, end)) {
+    const idx = l.indexOf(':');
+    if (idx === -1) continue;
+    const key = l.slice(0, idx).trim();
+    const val = l.slice(idx + 1).trim();
+    fm[key] = val;
+  }
+
+  const body = lines.slice(end + 1).join('\n');
+  return { frontmatter: fm, body };
+}
+
+function buildSkillScripts(skillMdPath) {
+  const rel = path.relative(repoRoot, skillMdPath);
+  const content = fs.readFileSync(skillMdPath, 'utf8');
+
+  const parsed = parseFrontmatter(content);
+  if (!parsed) {
+    errors.push(`${rel}: missing or invalid frontmatter (expected '---' block)`);
+    return;
+  }
+
+  const { body } = parsed;
+  const skillDir = path.dirname(skillMdPath);
+
+  const scriptRefs = new Set();
+  const re = /\bnode\s+scripts\/([^\s"'`]+)\b/g;
+  let m;
+  while ((m = re.exec(body)) !== null) {
+    scriptRefs.add(m[1]);
+  }
+
+  for (const scriptRel of scriptRefs) {
+    const scriptPath = path.join(skillDir, 'scripts', scriptRel);
+    const scriptRepoRel = path.relative(repoRoot, scriptPath);
+
+    if (!fs.existsSync(scriptPath) || !fs.statSync(scriptPath).isFile()) {
+      errors.push(`${rel}: referenced script missing: ${scriptRepoRel}`);
+      continue;
+    }
+
+    // Check if it's a JavaScript file (.js, .mjs)
+    if (!scriptRel.match(/\.(js|mjs)$/)) {
+      console.log(`Skipping non-JS script: ${scriptRepoRel}`);
+      continue;
+    }
+
+    // Build/compile the JavaScript script
+    console.log(`Building script: ${scriptRepoRel}`);
+    
+    // Use node --check first for syntax validation
+    const checkResult = spawnSync(process.execPath, ['--check', scriptPath], { 
+      encoding: 'utf8',
+      stdio: 'pipe'
+    });
+    
+    if (checkResult.status !== 0) {
+      const out = (checkResult.stderr || checkResult.stdout || '').trim();
+      errors.push(`${scriptRepoRel}: syntax check failed${out ? `\n${out}` : ''}`);
+      continue;
+    }
+
+    // For ES modules (.mjs), we can try to load them to ensure they work
+    if (scriptRel.endsWith('.mjs')) {
+      // For .mjs files, just ensure they pass syntax check
+      // Loading them dynamically might cause side effects during build
+      builtScripts.push(scriptRepoRel);
+    } else {
+      // For .js files, just ensure they can be parsed
+      builtScripts.push(scriptRepoRel);
+    }
+  }
+}
+
+if (!fs.existsSync(pluginsDir) || !fs.statSync(pluginsDir).isDirectory()) {
+  console.error(`Skill build failed:\n- plugins directory not found at ${path.relative(repoRoot, pluginsDir)}`);
+  process.exit(1);
+}
+
+walk(pluginsDir);
+
+if (errors.length) {
+  console.error('Skill build failed:');
+  for (const e of errors) console.error(`- ${e}`);
+  process.exit(1);
+}
+
+if (builtScripts.length) {
+  console.log(`Successfully built ${builtScripts.length} script(s):`);
+  for (const script of builtScripts) {
+    console.log(`- ${script}`);
+  }
+} else {
+  console.log('No JavaScript scripts found to build.');
+}
+
+console.log('Skill build completed.');
diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
new file mode 100644
index 0000000..5937029
--- /dev/null
+++ b/.github/workflows/build.yml
@@ -0,0 +1,25 @@
+name: Build Skills
+on:
+  pull_request:
+    branches:
+      - main
+  push:
+    branches:
+      - 'action*'
+  workflow_call:
+
+jobs:
+  skills-build:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Set up Node.js 18
+        uses: actions/setup-node@v4
+        with:
+          node-version: 18
+
+      - name: Build skill scripts
+        shell: bash
+        run: |
+          node .github/scripts/build-skills.mjs
diff --git a/README.md b/README.md
index 4a11c97..2539daf 100644
--- a/README.md
+++ b/README.md
@@ -6,10 +6,10 @@ A collection of plugins to enhance coding productivity and provide GLM Coding Pl
 
 ## Available Plugins
 
-| Plugin | Description                                            | 
-|--------|--------------------------------------------------------|
-| **glm-plan-usage** | Query quota and usage statistics for GLM Coding Plan   |
-| **glm-plan-bug** | Submit case feedback and bug reports for GLM Coding Plan |
+| Plugin               | Description                                                           | 
+|----------------------|-----------------------------------------------------------------------|
+| **glm-plan-usage**   | Query quota and usage statistics for GLM Coding Plan                  |
+| **glm-plan-bug**     | Submit case feedback and bug reports for GLM Coding Plan              |
 
 ## Prerequisites
 
diff --git a/README_CN.md b/README_CN.md
index 97a5d28..4af8bdd 100644
--- a/README_CN.md
+++ b/README_CN.md
@@ -6,10 +6,10 @@ Claude Code 插件集合，旨在提升编程效率和提供 GLM Coding Plan 相
 
 ## 可用插件
 
-| 插件 | 描述 |
-|------|------|
-| **glm-plan-usage** | 查询 GLM Coding Plan 的配额和使用统计 |
-| **glm-plan-bug** | 提交 GLM Coding Plan 的反馈和问题报告 |
+| 插件                  | 描述                                 |
+|---------------------|------------------------------------|
+| **glm-plan-usage**  | 查询 GLM Coding Plan 的配额和使用统计        |
+| **glm-plan-bug**    | 提交 GLM Coding Plan 的反馈和问题报告        |
 
 ## 前置要求