openclaw-ai-doctor

OpenClaw AI 智能体专科医生,专治各类智能体故障。包括启动报错、任务卡死、工具失效、显存溢出、记忆丢失、逻辑崩坏等。提供标准化诊疗流程:问诊→体检→确诊→治疗→复诊。

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Install skill "openclaw-ai-doctor" with this command: npx skills add speakmen/openclaw-ai-doctor

🏥 OpenClaw AI 智能体专科医生

触发场景

当用户遇到以下问题时使用本技能:

  • OpenClaw 启动报错、环境依赖冲突
  • AI 智能体任务循环卡死、不执行指令
  • 工具调用失效、插件冲突
  • 显存溢出、本地部署卡顿
  • 上下文记忆断裂、越用越笨
  • 权限限制、接口调用失败
  • 逻辑崩坏、答非所问
  • Session 隔离失效、跨会话泄露
  • Gateway 崩溃、心跳丢失
  • 技能/Skill 加载失败

诊疗流程

1. 问诊 (Diagnosis Intake)

收集用户问题信息:

  • 症状描述(什么操作后出现问题)
  • 部署环境(本地/云端、显卡、系统)
  • 报错日志或截图
  • 想要实现的功能

2. 体检 (System Check)

# 检查基础状态
openclaw status
openclaw gateway status

# 检查日志
tail -100 ~/.openclaw/logs/gateway.log

# 检查资源
df -h
free -h
nvidia-smi 2>/dev/null

3. 确诊 (Root Cause)

根据症状定位故障编号:

症状故障编号可能病因
启动失败001环境依赖冲突
卡死不动002任务死锁
工具失效003权限/注册问题
显存爆了004模型过大/并发过高
记不住事005上下文溢出/文件权限
权限报错006API Key 过期/配额用尽
胡言乱语007上下文污染/提示词覆盖
发错消息008Session 隔离失效
Gateway 挂了009内存溢出/配置错误
技能没了010路径错误/注册表未更新

4. 治疗 (Treatment)

001 - 启动报错

npm install --force
npm cache clean --force && npm install
cat ~/.openclaw/config.json | jq .

002 - 任务卡死

openclaw gateway restart
openclaw sessions kill <sessionId>
rm -rf ~/.openclaw/workspace/temp/*.lock

003 - 工具失效

openclaw tools list
openclaw tools reload
cat ~/.openclaw/policy.json

004 - 显存溢出

nvidia-smi
# config.json: modelQuantization: int8/int4
export PYTORCH_CUDA_ALLOC_CONF=max_split_size_mb:512

005 - 记忆断裂

chmod 644 ~/.openclaw/workspace/memory/*.md
chmod 644 ~/.openclaw/workspace/MEMORY.md

006 - 权限报错

export OPENCLAW_API_KEY=<new_key>
chmod -R u+rw ~/.openclaw/workspace/

007 - 逻辑崩坏

openclaw sessions kill <sessionId>
# 重新读取 SOUL.md 和 AGENTS.md

008 - Session 泄露

检查 inbound_meta,禁止跨 session 查找 context

009 - Gateway 崩溃

openclaw gateway restart
openclaw config validate

010 - 技能加载失败

cd ~/.openclaw/skills/<skillName> && npm install
rm ~/.openclaw/skills-index.json && openclaw skills scan

5. 复诊 (Follow-up)

  • 验证修复效果
  • 提供预防建议
  • 记录案例归档

服务信息

服务类型价格适用场景
轻症问诊29-99 元/次启动报错、基础配置
深度诊疗199-599 元/次复杂 bug、性能优化
月度托管699-1999 元/月长期维护、定期体检

联系方式

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