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语音消息智能处理助手 (voice-intent-agent)

开发者:牛魔科技工作室

把「语音消息 Agent」的本地智能能力封装为 MCP stdio 连接器,暴露 13 个工具。

  • 形态:local stdio MCP 连接器
  • source:voice-intent-agent
  • 依赖:零第三方依赖,仅 Python 3.8+ 标准库
  • 密钥:不需要任何 API Key(语音转写由企业微信官方完成,本连接器只处理转写后的文本)

工具清单(13 个)

工具 说明
detect_hardware 检测 CPU/内存,输出硬件等级与推荐并发数
recognize_intent 意图识别(20+ 声明式意图 + 置信度分级 + 实体)
list_intents 列出所有已注册意图
extract_entities 实体抽取(时间/日期/人物/地点/订单号/金额/手机号/邮箱)+ 复述确认
analyze_emotion 情感分析(愤怒/焦虑/满意/困惑/中性)+ 置信度
detect_dialect 方言检测(粤语/四川话/上海话/东北话/闽南话)
create_ticket 自动建单(自动分类 + 定优先级,写入本地 SQLite)
session_create 创建语音会话
session_add_message 向会话追加消息(含意图/情感标签)
session_get 读取会话完整上下文
session_cleanup 清理过期会话
summarize_voicemail 语音留言 → 结构化摘要(意图/紧急度/建议动作)
simulate_voice 模拟语音消息回调(本地调试)

典型调用链

语音转写文本
  → recognize_intent    # 识别意图与置信度
  → extract_entities    # 抽取时间/人物等实体
  → analyze_emotion     # 判断情感,强负面则升级
  → create_ticket       # 必要时自动建单
  → session_add_message # 记录到会话上下文

目录结构

voice-intent-agent-connector/
├── mcp_server.py          # MCP stdio 入口(13 工具)
├── mcp.json / connector-meta.json / icon.svg / README.md
└── src/                   # 源包
    ├── scripts/           # intent_registry / entity_extractor / emotion_analyzer ...
    ├── config/            # intents.yaml / menu.yaml / custom_intents.yaml
    ├── templates/         # emotion_strategies.json / dialect_strategies.json
    └── references/

安全与隐私

  • 全部为本地纯逻辑,不发起任何外部网络请求
  • 语音转写由企业微信官方完成,本连接器仅接收转写后的文本
  • 会话数据写入用户目录 ~/.workbuddy/output/voice_sessions/
  • 工单数据写入本地 SQLite ~/.workbuddy/output/tickets.db
  • 不采集、不上传任何个人隐私数据

重新打包

python sync_voice-intent-agent.py --bump patch
python sync_voice-intent-agent.py --bump none

Metadata

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