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多子Agent并行派发系统 — 按任务类型自动选择最优模型
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| name | multi-agent-dispatch |
| description | 多子Agent并行派发系统 — 按任务类型自动选择最优模型 |
| version | 1.0.0 |
| author | aivos |
| metadata | {"hermes":{"tags":["agents","delegation","parallel","multi-model"]}} |
| Agent代号 | 模型 | Provider | 擅长 | 输入能力 |
|---|---|---|---|---|
reasoner | deepseek-v4-pro-260425 | volcengine | 深度推理、复杂分析、代码审查 | 文本 |
worker | deepseek-v4-flash-260425 | volcengine | 快速执行、一般任务、搜索提取 | 文本 |
multimodal | doubao-seed-2-0-lite-260428 | volcengine | 多模态理解、轻量辅助 | 文本+图片+视频+音频 |
vision | mimo-v2-omni | xiaomi | 图像分析、视觉问答 | 文本+图片 |
main | mimo-v2.5-pro | xiaomi | 主Agent、综合任务 | 文本 |
# 深度推理任务
delegate_task(goal="...", model={"model":"deepseek-v4-pro-260425","provider":"volcengine"})
# 快速执行任务
delegate_task(goal="...", model={"model":"deepseek-v4-flash-260425","provider":"volcengine"})
# 多模态任务（需看图/视频）
delegate_task(goal="...", model={"model":"doubao-seed-2-0-lite-260428","provider":"volcengine"})
# 视觉分析
delegate_task(goal="...", model={"model":"mimo-v2-omni","provider":"xiaomi"})
delegate_task(tasks=[
{"goal": "分析XXX的架构设计", "model":{"model":"deepseek-v4-pro-260425","provider":"volcengine"}},
{"goal": "搜索XXX的最新文档", "model":{"model":"deepseek-v4-flash-260425","provider":"volcengine"}},
{"goal": "检查XXX的截图内容", "model":{"model":"doubao-seed-2-0-lite-260428","provider":"volcengine"}}
])
| 任务类型 | 首选Agent | 原因 |
|---|---|---|
| 代码审查/架构分析 | reasoner | 需要深度理解 |
| 调试/排错 | reasoner | 需要推理链 |
| 文档搜索/总结 | worker | 速度优先 |
| 数据提取/格式化 | worker | 机械任务 |
| 图片/视频内容分析 | multimodal | 原生多模态 |
| 网页内容提取 | worker | 速度快 |
| 翻译 | worker | 够用 |
| 创意写作 | reasoner | 质量优先 |
| 简单问答 | multimodal | 最便宜 |
| OCR/图像理解 | vision | 小米视觉 |
以下由Hermes自动调度，无需手动派发：
实际配置示例（2026-06-09）：
# 主模型
model:
default: mimo-v2.5-pro
provider: xiaomi
base_url: https://token-plan-cn.xiaomimimo.com/v1
# 子Agent默认模型
delegation:
model: deepseek-v4-flash-260425
provider: volcengine
max_concurrent_children: 3
child_timeout_seconds: 600
max_spawn_depth: 1
# Provider定义
providers:
volcengine:
base_url: https://ark.cn-beijing.volces.com/api/v3
api_key_env: ARK_API_KEY
provider_type: openai
# 辅助模型
auxiliary:
compression:
model: deepseek-v4-flash-260425
provider: volcengine
curator:
model: deepseek-v4-pro-260425
provider: volcengine
vision:
model: doubao-seed-2-0-lite-260428
provider: volcengine
web_extract:
model: deepseek-v4-flash-260425
provider: volcengine
approval:
model: deepseek-v4-flash-260425
provider: volcengine
kanban_decomposer:
model: doubao-seed-2-0-lite-260428
provider: volcengine
title_generation:
model: doubao-seed-2-0-lite-260428
provider: volcengine
profile_describer:
model: doubao-seed-2-0-lite-260428
provider: volcengine
skills_hub:
model: doubao-seed-2-0-lite-260428
provider: volcengine
triage_specifier:
model: doubao-seed-2-0-lite-260428
provider: volcengine
mcp:
model: doubao-seed-2-0-lite-260428
provider: volcengine
delegate_task 的 model 参数格式: {"model":"模型ID","provider":"provider名"}