---
created: "2026-03-21"
type: project
status: active
tags: [trading, multi-agent, openclaw, deployment, discord]
---

# Trading Agents 部署记录

本文记录 Trading Agents 多 Agent 辩论系统的完整部署过程，从 Discord Bot 创建到 OpenClaw 配置更新和 Skill 文件部署。

---

## 一、部署概览

| 项目 | 详情 |
|------|------|
| 部署日期 | 2026-03-21 |
| 远程服务器 | `yiukai@192.168.68.108` (yiukai-ubuntu) |
| OpenClaw 版本 | 2026.3.13 (Node.js v24.13.1)，已打 3 个 patch |
| openclaw 二进制位置 | `/home/yiukai/.nvm/versions/node/v24.13.1/bin/openclaw` |
| 需 nvm 加载 | `export NVM_DIR="$HOME/.nvm"; [ -s "$NVM_DIR/nvm.sh" ] && . "$NVM_DIR/nvm.sh"` |
| 配置文件 | `~/.openclaw/openclaw.json` |
| API 数据源 | `https://invest-api.k8s.home` (192.168.68.240:8000) |
| Stock Guild ID | `1479926167141355560` |
| Stock Channel ID | `1479926167736942774` |

---

## 二、Discord Bot 创建

### 创建流程（每个 Bot 重复）

1. 打开 https://discord.com/developers/applications
2. 点击 **"New Application"** → 输入名称 → 创建
3. 左侧菜单 **"Bot"** → 开启 **"Message Content Intent"**（Privileged Gateway Intents 下）
4. 点 **"Reset Token"** → 复制 token（仅显示一次）
5. 左侧 **"OAuth2"** → URL Generator → 勾选 `bot` scope
6. Bot Permissions 勾选：`Send Messages`、`Read Message History`、`View Channels`
7. 复制生成的 URL → 浏览器打开 → 邀请到 Stock Guild

### 4 个新 Bot 信息

| Bot 名称 | Discord Account ID | Bot User ID | Token 前缀 |
|-----------|-------------------|-------------|-----------|
| invest-bull | invest-bull | `1484895948860817449` | `MTQ4NDg5NTk0ODg2MDgxNzQ0OQ...` |
| invest-bear | invest-bear | `1484896838506254427` | `MTQ4NDg5NjgzODUwNjI1NDQyNw...` |
| invest-hawk | invest-hawk | `1484897321526362316` | `MTQ4NDg5NzMyMTUyNjM2MjMxNg...` |
| invest-dove | invest-dove | `1484897784024006826` | `MTQ4NDg5Nzc4NDAyNDAwNjgyNg...` |

> **Bot User ID 解码方法**：Discord token 的第一段（第一个 `.` 前）是 base64 编码的 User ID。
> ```python
> import base64
> token_prefix = "MTQ4NDg5NTk0ODg2MDgxNzQ0OQ"
> padded = token_prefix + "=" * (4 - len(token_prefix) % 4)
> user_id = base64.b64decode(padded).decode()  # → "1484895948860817449"
> ```

### 所有 Bot User ID 汇总（用于 users allowlist）

```python
all_bot_ids = [
    "964122056163721286",   # owner (你)
    "1475235860013125826",  # ds-commander
    "1475236767782146070",  # ds-strategist
    "1475237428624101518",  # ds-builder
    "1475237948936159314",  # ds-creator
    "1475238503729201222",  # ds-guardian
    "1479925669852086353",  # invest-analyst
    "1484895948860817449",  # invest-bull (新)
    "1484896838506254427",  # invest-bear (新)
    "1484897321526362316",  # invest-hawk (新)
    "1484897784024006826",  # invest-dove (新)
]
```

---

## 三、openclaw.json 配置变更

### 3.1 备份原始配置

```bash
ssh yiukai@192.168.68.108
cp ~/.openclaw/openclaw.json ~/.openclaw/openclaw.json.bak.$(date +%Y%m%d%H%M%S)
```

### 3.2 新增 4 个 Agent（agents.list）

在 `agents.list` 数组末尾追加：

```json
{
  "id": "invest-bull",
  "name": "invest-bull",
  "workspace": "/home/yiukai/.openclaw/workspace-invest-bull",
  "agentDir": "/home/yiukai/.openclaw/agents/invest-bull/agent",
  "model": "kimi-coding/k2p5",
  "identity": { "name": "Bull", "emoji": "🐂" }
},
{
  "id": "invest-bear",
  "name": "invest-bear",
  "workspace": "/home/yiukai/.openclaw/workspace-invest-bear",
  "agentDir": "/home/yiukai/.openclaw/agents/invest-bear/agent",
  "model": "kimi-coding/k2p5",
  "identity": { "name": "Bear", "emoji": "🐻" }
},
{
  "id": "invest-hawk",
  "name": "invest-hawk",
  "workspace": "/home/yiukai/.openclaw/workspace-invest-hawk",
  "agentDir": "/home/yiukai/.openclaw/agents/invest-hawk/agent",
  "model": "kimi-coding/k2p5",
  "identity": { "name": "Hawk", "emoji": "🦅" }
},
{
  "id": "invest-dove",
  "name": "invest-dove",
  "workspace": "/home/yiukai/.openclaw/workspace-invest-dove",
  "agentDir": "/home/yiukai/.openclaw/agents/invest-dove/agent",
  "model": "kimi-coding/k2p5",
  "identity": { "name": "Dove", "emoji": "🕊️" }
}
```

变更后 Agent 总数：**11 个**（7 个原有 + 4 个新增）

### 3.3 更新 Agent 间通信（agentToAgent）

将 invest-* 系列全部加入 allow 列表：

```json
"tools": {
  "agentToAgent": {
    "enabled": true,
    "allow": [
      "ds-commander", "ds-strategist", "ds-builder", "ds-creator", "ds-guardian",
      "invest-analyst", "invest-bull", "invest-bear", "invest-hawk", "invest-dove"
    ]
  }
}
```

> **重要变更**：invest-analyst 之前不在 A2A allow 列表中（独立运作），现在加入了，使其能通过 `sessions_send` 触发辩论 agent。

### 3.4 添加 Ping-Pong 轮次配置

新增 `session` 顶级配置：

```json
"session": {
  "agentToAgent": {
    "maxPingPongTurns": 5
  }
}
```

- Bull/Bear 辩论最多 5 轮 ping-pong
- 任何 agent 回复 `REPLY_SKIP` 可提前终止

### 3.5 新增 4 个 Discord Bot 账户

在 `channels.discord.accounts` 中追加（每个结构相同，仅 token 不同）：

```json
"invest-bull": {
  "name": "Bull",
  "enabled": true,
  "token": "MTQ4NDg5NTk0ODg2MDgxNzQ0OQ.Gm081-...",
  "groupPolicy": "open",
  "streaming": "off",
  "guilds": {
    "1479926167141355560": {
      "requireMention": true,
      "users": ["964122056163721286", "1475235860013125826", ...全部 11 个 ID],
      "channels": {
        "1479926167736942774": { "allow": true }
      }
    }
  }
}
```

关键配置说明：

| 字段 | 值 | 原因 |
|------|-----|------|
| `requireMention: true` | 所有 4 个新 bot | 防止自动回复用户消息，只在被 A2A 调用时工作 |
| `users` | 11 个 ID | 所有 bot 互相可见，owner 可见 |
| `guilds` | Stock Guild only | 只在投资频道活动 |
| `streaming: "off"` | 关闭 | 与现有配置保持一致 |

### 3.6 更新 invest-analyst 的 users 列表

将 4 个新 bot ID 追加到 invest-analyst 的 `guilds.users` 数组，确保 invest-analyst 能在 Stock Guild 中看到新 bot 的消息。

### 3.7 新增 4 个 Binding

在 `bindings` 数组末尾追加：

```json
{ "agentId": "invest-bull", "match": { "channel": "discord", "accountId": "invest-bull" } },
{ "agentId": "invest-bear", "match": { "channel": "discord", "accountId": "invest-bear" } },
{ "agentId": "invest-hawk", "match": { "channel": "discord", "accountId": "invest-hawk" } },
{ "agentId": "invest-dove", "match": { "channel": "discord", "accountId": "invest-dove" } }
```

变更后 Binding 总数：**10 个**

---

## 四、Workspace 目录创建

在远程服务器上创建 4 个 agent 的 workspace 和 agent 目录：

```bash
ssh yiukai@192.168.68.108

for agent in invest-bull invest-bear invest-hawk invest-dove; do
  mkdir -p ~/.openclaw/workspace-$agent/skills
  mkdir -p ~/.openclaw/workspace-$agent/memory
  mkdir -p ~/.openclaw/agents/$agent/agent
done
```

### 最终目录结构

```
~/.openclaw/
├── openclaw.json                          # 主配置（已更新）
├── openclaw.json.bak.20260321XXXXXX       # 配置备份
│
├── workspace-invest-analyst/              # 编排者 workspace
│   └── skills/
│       ├── invest-api/SKILL.md            # 原有 API skill
│       ├── trade-analyze/SKILL.md         # 新 — 主编排 skill
│       ├── market-analysis/SKILL.md       # 新 — 技术分析
│       ├── fundamental-analysis/SKILL.md  # 新 — 基本面分析
│       ├── sentiment-analysis/SKILL.md    # 新 — 情感分析
│       └── macro-analysis/SKILL.md        # 新 — 宏观分析
│
├── workspace-invest-bull/                 # 多方研究员 workspace
│   ├── SOUL.md                            # 人格：坚定的价值发现者
│   ├── AGENTS.md                          # 操作指令 + 回声防护
│   ├── skills/
│   └── memory/
│
├── workspace-invest-bear/                 # 空方研究员 workspace
│   ├── SOUL.md                            # 人格：谨慎的风险猎手
│   ├── AGENTS.md                          # 操作指令 + 回声防护
│   ├── skills/
│   └── memory/
│
├── workspace-invest-hawk/                 # 激进风控 workspace
│   ├── SOUL.md                            # 人格：积极进取的交易者
│   ├── AGENTS.md                          # 操作指令 + 回声防护
│   ├── skills/
│   └── memory/
│
├── workspace-invest-dove/                 # 保守风控 workspace
│   ├── SOUL.md                            # 人格：稳健的资产守护者
│   ├── AGENTS.md                          # 操作指令 + 回声防护
│   ├── skills/
│   └── memory/
│
└── agents/
    ├── invest-bull/agent/
    ├── invest-bear/agent/
    ├── invest-hawk/agent/
    └── invest-dove/agent/
```

---

## 五、Skill 文件部署

### 部署来源

所有 skill 文件在本地 `openbb-invest-api` 仓库的 `openclaw-skills/` 目录中开发和版本管理。

### 部署命令

```bash
REMOTE="yiukai@192.168.68.108"
CLAW="/home/yiukai/.openclaw"
SKILLS="/Users/yiukai/Documents/git/openbb-invest-api/openclaw-skills"

# 分析 Skills → invest-analyst workspace
for skill in trade-analyze market-analysis fundamental-analysis sentiment-analysis macro-analysis; do
  ssh $REMOTE "mkdir -p $CLAW/workspace-invest-analyst/skills/$skill"
  scp "$SKILLS/$skill/SKILL.md" "$REMOTE:$CLAW/workspace-invest-analyst/skills/$skill/SKILL.md"
done

# SOUL.md + AGENTS.md → 辩论 agent workspace
for agent in invest-bull invest-bear invest-hawk invest-dove; do
  scp "$SKILLS/souls/$agent.md" "$REMOTE:$CLAW/workspace-$agent/SOUL.md"
  scp "$SKILLS/agents/$agent.md" "$REMOTE:$CLAW/workspace-$agent/AGENTS.md"
done
```

### 部署的文件清单

| 文件 | 部署到 | 用途 |
|------|--------|------|
| `trade-analyze/SKILL.md` | invest-analyst/skills/ | 主编排：4 分析 → 辩论 → 风控 → 裁决 |
| `market-analysis/SKILL.md` | invest-analyst/skills/ | 技术分析（RSI, MACD, Ichimoku, ATR, OBV） |
| `fundamental-analysis/SKILL.md` | invest-analyst/skills/ | 基本面（PE, ROE, 财报, 分析师目标价） |
| `sentiment-analysis/SKILL.md` | invest-analyst/skills/ | 情感（复合评分, 内幕交易, 新闻情感） |
| `macro-analysis/SKILL.md` | invest-analyst/skills/ | 宏观（利率, CPI, 收益率曲线, 做空压力） |
| `souls/invest-bull.md` | workspace-invest-bull/SOUL.md | 多方人格定义 |
| `souls/invest-bear.md` | workspace-invest-bear/SOUL.md | 空方人格定义 |
| `souls/invest-hawk.md` | workspace-invest-hawk/SOUL.md | 激进风控人格定义 |
| `souls/invest-dove.md` | workspace-invest-dove/SOUL.md | 保守风控人格定义 |
| `agents/invest-bull.md` | workspace-invest-bull/AGENTS.md | 操作指令 + REPLY_SKIP 回声防护 |
| `agents/invest-bear.md` | workspace-invest-bear/AGENTS.md | 操作指令 + REPLY_SKIP 回声防护 |
| `agents/invest-hawk.md` | workspace-invest-hawk/AGENTS.md | 操作指令 + REPLY_SKIP 回声防护 |
| `agents/invest-dove.md` | workspace-invest-dove/AGENTS.md | 操作指令 + REPLY_SKIP 回声防护 |

### 快捷部署脚本

仓库中包含 `openclaw-skills/deploy.sh`，后续更新 skill 只需运行：

```bash
cd /Users/yiukai/Documents/git/openbb-invest-api
./openclaw-skills/deploy.sh
```

---

## 六、Gateway 重启与验证

### 重启命令

```bash
ssh yiukai@192.168.68.108 'export NVM_DIR="$HOME/.nvm"; [ -s "$NVM_DIR/nvm.sh" ] && . "$NVM_DIR/nvm.sh"; openclaw gateway restart'
```

> **注意**：SSH 非交互式 shell 不会加载 nvm，需要手动 source。

### 重启输出

- Config warning: `google-antigravity-auth` 插件已移除（无影响）
- Doctor: 自动迁移了 Discord single-account 配置
- Doctor warning: Telegram groupPolicy 为 allowlist 但无 allowFrom（已知，非本次变更）
- **重启成功**: `Restarted systemd service: openclaw-gateway.service`

### 状态验证

```bash
ssh yiukai@192.168.68.108 'export NVM_DIR="$HOME/.nvm"; [ -s "$NVM_DIR/nvm.sh" ] && . "$NVM_DIR/nvm.sh"; openclaw status'
```

验证结果：

| 项目 | 期望 | 实际 |
|------|------|------|
| Agents 数量 | 11 | ✅ 11 |
| Discord accounts | 10/10 | ✅ 10/10 |
| Gateway 状态 | running | ✅ active (pid 622452) |
| 新 bot 心跳 | disabled | ✅ disabled（辩论 bot 不需要主动心跳） |

---

## 七、配置更新脚本（Python）

用于批量更新 openclaw.json 的 Python 脚本（在远程通过 SSH 执行）：

```python
import json

with open("/home/yiukai/.openclaw/openclaw.json", "r") as f:
    config = json.load(f)

# 1. 添加新 agent
new_agents = [
    {"id": "invest-bull", "name": "invest-bull",
     "workspace": "/home/yiukai/.openclaw/workspace-invest-bull",
     "agentDir": "/home/yiukai/.openclaw/agents/invest-bull/agent",
     "model": "kimi-coding/k2p5",
     "identity": {"name": "Bull", "emoji": "🐂"}},
    # ... invest-bear, invest-hawk, invest-dove 同理
]

existing_ids = {a["id"] for a in config["agents"]["list"]}
for agent in new_agents:
    if agent["id"] not in existing_ids:
        config["agents"]["list"].append(agent)

# 2. 更新 A2A allow
config["tools"]["agentToAgent"]["allow"] = [
    "ds-commander", "ds-strategist", "ds-builder", "ds-creator", "ds-guardian",
    "invest-analyst", "invest-bull", "invest-bear", "invest-hawk", "invest-dove"
]

# 3. 设置 ping-pong 轮次
config.setdefault("session", {}).setdefault("agentToAgent", {})["maxPingPongTurns"] = 5

# 4. 添加 Discord bot 账户（每个包含 token、guild、channel 配置）
# 5. 更新 invest-analyst 的 users 列表
# 6. 添加 bindings

with open("/home/yiukai/.openclaw/openclaw.json", "w") as f:
    json.dump(config, f, indent=2, ensure_ascii=False)
```

> 完整脚本通过 `ssh yiukai@192.168.68.108 'python3 << "PYEOF" ... PYEOF'` 远程执行。
> 脚本包含幂等检查（检查 existing_ids），重复运行不会产生重复条目。

---

## 八、Gateway WebSocket 修复（关键补丁）

### 问题

所有内部 RPC（sessions_send/spawn、gateway call、status --deep）超时，原因：
1. `bind: "lan"` 后 `127.0.0.1:18789` 连不通
2. v2026.3.13 的 WebSocket handshake timeout 只有 3 秒

### 修复 1：Systemd 环境变量

在 `~/.config/systemd/user/openclaw-gateway.service` 的 `[Service]` 中添加：

```ini
Environment=OPENCLAW_GATEWAY_URL=ws://192.168.68.108:18789
Environment=OPENCLAW_ALLOW_INSECURE_PRIVATE_WS=1
```

```bash
systemctl --user daemon-reload
```

### 修复 2：Patch handshake timeout

文件：`~/.nvm/versions/node/v24.13.1/lib/node_modules/openclaw/dist/gateway-cli-CuZs0RlJ.js`（和 `Ol-vpIk7.js`）

```javascript
// 第 7588 行：3e3 → 10e3
const DEFAULT_HANDSHAKE_TIMEOUT_MS = 10e3;
```

### 修复 3：Patch scope grant

同一文件，第 22605 行：

```javascript
// 原始
if (!device && (!isControlUi || decision.kind !== "allow")) clearUnboundScopes();
// 改为
if (!device && (!isControlUi || decision.kind !== "allow")) { clearUnboundScopes(); } else if (!device && decision.kind === "allow") { scopes = ["operator.read"]; connectParams.scopes = scopes; }
```

> 来源：[PR #47388](https://github.com/openclaw/openclaw/pull/47388)、[PR #48950](https://github.com/openclaw/openclaw/pull/48950)
> **注意**：`npm update openclaw` 后 patch 会被覆盖，需要重新打

### 修复 4：辩论 Agent Discord 配置

辩论 agent 的 Discord 已完全禁用（不在频道输出）：

```json
"invest-bull": { "enabled": false, "groupPolicy": "disabled" }
```

invest-analyst 通过 `sessions_spawn`（非 sessions_send）在后台调用辩论 agent。

### 修复 5：subagents allowAgents

invest-analyst 需要允许 spawn 辩论 agent：

```json
{
  "id": "invest-analyst",
  "subagents": {
    "allowAgents": ["invest-bull", "invest-bear", "invest-hawk", "invest-dove"]
  }
}
```

---

## 九、其他已知问题

| 问题 | 影响 | 处理 |
|------|------|------|
| Telegram groupPolicy allowlist 无 allowFrom | 群组消息被丢弃 | 非本次范围 |
| `google-antigravity-auth` 插件 | 已删除 | ✅ |
| openbb-invest-api 偶尔 503 | K8s pod 可能重启 | 检查 pod 状态 |

---

## 十、测试步骤

### 1. 快速分析

```
帮我看看 AAPL 的行情
```
期望：invest-analyst 直接用 invest-api skill 回答。

### 2. 深度辩论分析

```
/trade-analyze AMZN
```
期望：
1. 收集数据（curl API）
2. `sessions_spawn` → invest-bull（Bull Case）
3. `sessions_spawn` → invest-bear（Bear Case）
4. `sessions_spawn` → invest-bull（Final Rebuttal）
5. `sessions_spawn` → invest-hawk（激进风控）
6. `sessions_spawn` → invest-dove（保守风控）
7. invest-analyst 输出最终 BUY/SELL/HOLD 裁决

### 3. 验证辩论 agent 参与

```bash
for a in invest-bull invest-bear invest-hawk invest-dove; do
  echo "$a: $(ls ~/.openclaw/agents/$a/sessions/*.jsonl 2>/dev/null | wc -l) sessions"
done
```

---

## Related

- [[Trading Agents 混合架构方案]]
- [[Trading Agents 调试与优化记录]]
- [[TradingAgents 原始架构分析]]
- [[OpenClaw 部署配置分析]]
- [[OpenClaw Stock Agent 配置详情]]
