feat: Add evaluation hooks, skill adaptation and team pipeline config

- Add EvaluationHook for post-execution agent evaluation
- Add SkillAdaptationHook for dynamic skill adaptation
- Add team/ directory with team coordination logic
- Add TEAM_PIPELINE.yaml for smoke_fullstack pipeline config
- Update RuntimeView, TraderView and RuntimeSettingsPanel UI
- Add runtimeApi and websocket services
- Add runtime_state.json to smoke_fullstack state

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

frontend/src/components/TraderView.jsx

@@ -1,5 +1,6 @@
 import React, { useEffect, useMemo, useState } from 'react';
 import { createPortal } from 'react-dom';
+import JSZip from 'jszip';
 import { getModelIcon, getShortModelName } from '../utils/modelIcons';
 
 export default function TraderView({
@@ -34,10 +35,14 @@ export default function TraderView({
   onSkillToggle,
   onWorkspaceFileChange,
   onWorkspaceDraftChange,
-  onWorkspaceFileSave
+  onWorkspaceFileSave,
+  onUploadExternalSkill
 }) {
   const [expandedSkillKey, setExpandedSkillKey] = useState(null);
   const [newLocalSkillName, setNewLocalSkillName] = useState('');
+  const [externalSkillFile, setExternalSkillFile] = useState(null);
+  const [isExternalSkillChecking, setIsExternalSkillChecking] = useState(false);
+  const [externalSkillCheck, setExternalSkillCheck] = useState({ type: null, text: '' });
   const [isSkillPickerOpen, setIsSkillPickerOpen] = useState(false);
 
   const selectedAgent = useMemo(
@@ -59,6 +64,50 @@ export default function TraderView({
   const installedSkills = selectedAgentSkills.filter((item) => item.status !== 'available');
   const availableSkills = selectedAgentSkills.filter((item) => item.status === 'available');
 
+  const validateExternalSkillZip = async (file) => {
+    if (!(file instanceof File)) {
+      setExternalSkillCheck({ type: 'error', text: '请选择 zip 文件' });
+      return false;
+    }
+    if (!file.name.toLowerCase().endsWith('.zip')) {
+      setExternalSkillCheck({ type: 'error', text: '仅支持 .zip 文件' });
+      return false;
+    }
+
+    setIsExternalSkillChecking(true);
+    setExternalSkillCheck({ type: null, text: '' });
+    try {
+      const zip = await JSZip.loadAsync(file);
+      const entries = Object.keys(zip.files);
+      const skillFilePath = entries.find((entry) => {
+        const item = zip.files[entry];
+        return !item.dir && /(^|\/)SKILL\.md$/i.test(entry);
+      });
+
+      if (!skillFilePath) {
+        setExternalSkillCheck({
+          type: 'error',
+          text: '压缩包中未检测到 SKILL.md，请检查目录结构'
+        });
+        return false;
+      }
+
+      setExternalSkillCheck({
+        type: 'success',
+        text: `预检通过，检测到: ${skillFilePath}`
+      });
+      return true;
+    } catch (error) {
+      setExternalSkillCheck({
+        type: 'error',
+        text: `无法解析 zip: ${error?.message || '未知错误'}`
+      });
+      return false;
+    } finally {
+      setIsExternalSkillChecking(false);
+    }
+  };
+
   return (
     <div style={{
       height: '100%',
@@ -679,6 +728,85 @@ export default function TraderView({
               </div>
             </div>
 
+            <div style={{
+              border: '1px solid #E5EAF1',
+              borderRadius: 12,
+              background: '#FCFDFE',
+              padding: 14,
+              display: 'grid',
+              gap: 10
+            }}>
+              <div style={{ fontSize: 12, fontWeight: 800, color: '#111111' }}>上传外部技能包</div>
+              <div style={{ fontSize: 11, color: '#6B7280' }}>
+                支持上传 .zip（包内需包含一个技能目录及 SKILL.md）
+              </div>
+              <div style={{ display: 'flex', gap: 8, alignItems: 'center', flexWrap: 'wrap' }}>
+                <input
+                  type="file"
+                  accept=".zip,application/zip"
+                  onChange={async (e) => {
+                    const file = e.target.files?.[0] || null;
+                    setExternalSkillFile(file);
+                    if (!file) {
+                      setExternalSkillCheck({ type: null, text: '' });
+                      return;
+                    }
+                    await validateExternalSkillZip(file);
+                  }}
+                  style={{
+                    flex: 1,
+                    minWidth: 220,
+                    padding: '6px 8px',
+                    borderRadius: 8,
+                    border: '1px solid #D0D7DE',
+                    background: '#FFFFFF',
+                    color: '#111111',
+                    fontSize: 11
+                  }}
+                />
+                <button
+                  type="button"
+                  onClick={async () => {
+                    if (!onUploadExternalSkill || !externalSkillFile) {
+                      return;
+                    }
+                    const valid = await validateExternalSkillZip(externalSkillFile);
+                    if (!valid) {
+                      return;
+                    }
+                    await onUploadExternalSkill(externalSkillFile);
+                    setExternalSkillFile(null);
+                    setExternalSkillCheck({ type: null, text: '' });
+                  }}
+                  disabled={!isConnected || !externalSkillFile || isExternalSkillChecking || externalSkillCheck.type === 'error'}
+                  style={{
+                    padding: '8px 12px',
+                    borderRadius: 8,
+                    border: '1px solid #1565C0',
+                    background: isConnected && externalSkillFile && !isExternalSkillChecking && externalSkillCheck.type !== 'error' ? '#EFF6FF' : '#E5E7EB',
+                    color: '#1565C0',
+                    fontSize: 11,
+                    fontWeight: 700,
+                    cursor: isConnected && externalSkillFile && !isExternalSkillChecking && externalSkillCheck.type !== 'error' ? 'pointer' : 'not-allowed',
+                    whiteSpace: 'nowrap'
+                  }}
+                >
+                  {isExternalSkillChecking ? '预检中...' : '上传并安装'}
+                </button>
+              </div>
+              {externalSkillCheck.text ? (
+                <div
+                  style={{
+                    fontSize: 11,
+                    color: externalSkillCheck.type === 'success' ? '#00C853' : '#FF5252',
+                    fontFamily: '"Courier New", monospace'
+                  }}
+                >
+                  {externalSkillCheck.text}
+                </div>
+              ) : null}
+            </div>
+
             <div style={{
               border: '1px solid #E5EAF1',
               borderRadius: 12,