架构师顾问。PROACTIVELY在架构决策、技术选型、系统设计时使用。优先调用Codex进行深度分析。适用于create-architecture、复杂重构、性能优化场景。
集成专家。在并行开发后合并多分支结果时使用。负责解决冲突、确保集成一致性、协调多个worktree的产出。
代码审查专家。PROACTIVELY在代码修改后、PR前、Story完成时使用。使用独立上下文,确保客观公正的审查视角。MUST使用独立SESSION调用Codex/Gemini。
UI/UX专家。PROACTIVELY在前端组件开发、样式设计、用户体验优化时使用。优先调用Gemini进行设计分析。适用于create-ux-design、前端Story实现场景。
Codex任务委派专家。当需要后端逻辑、算法实现、复杂调试、架构分析时自动激活。帮助构建正确的Codex调用并确保安全主权。
Gemini任务委派专家。当需要前端UI/UX、样式设计、React/Vue组件、CSS优化时自动激活。帮助构建正确的Gemini调用。
多模型协作的SESSION管理顾问。当调用Codex或Gemini前,自动提供SESSION复用/新开建议。当用户讨论多模型协作、SESSION管理、上下文隔离时使用。
验证闭环提醒。当代码修改完成、Story完成、准备PR时自动激活。确保每次变更都经过验证,效率提升2-3倍。
Modifies files
Hook triggers on file write and edit operations
Uses power tools
Uses Bash, Write, or Edit tools
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多模型协作编排器 - Codex/Gemini协作、SESSION管理、并行开发、验证闭环
# Step 1: 添加 marketplace
/plugin marketplace add pure-maple/cc-mmo-plugin
# Step 2: 安装插件
/plugin install mmo
# 或本地开发测试
claude --plugin-dir ./multi-model-orchestrator
# 列出可用命令
/mmo:
| Skill | 功能 |
|---|---|
session-advisor | SESSION复用/新开建议 |
codex-delegation | Codex任务委派规范 |
gemini-delegation | Gemini任务委派规范 |
verification-loop | 验证闭环提醒 |
| Agent | 功能 |
|---|---|
architect | 架构决策顾问 |
ui-expert | UI/UX设计专家 |
reviewer | 代码审查专家(独立视角) |
integrator | 多分支集成专家 |
| 命令 | 功能 |
|---|---|
/mmo:parallel-dev | 启动并行开发 |
/mmo:plan-first | Plan Mode起步 |
/mmo:verify | 验证闭环 |
/mmo:sync-worktrees | 同步worktree结果 |
不强制格式,只提供建议:
详见 guides/session-management.md
使用git worktree实现真正的并行:
# 初始化
/mmo:parallel-dev init feature/auth feature/ui
# 各worktree独立开发...
# 合并
/mmo:sync-worktrees merge
详见 guides/parallel-workflow.md
"没有验证闭环,AI输出永远不可靠。" —— Boris Cherny
# 快速验证
/mmo:verify
# 完整验证
/mmo:verify full
Codex/Gemini禁止直接修改文件:
OUTPUT: Unified Diff Patch ONLY.
外部模型输出视为"参考原型",由Claude重构后实施。
本插件与BMAD方法论互补:
multi-model-orchestrator/
├── .claude-plugin/plugin.json # 插件清单
├── commands/ # 斜杠命令
├── agents/ # Subagents
├── skills/ # 自动触发Skills
├── hooks/hooks.json # 事件钩子
├── guides/ # 参考文档
└── scripts/ # 辅助脚本
MIT
npx claudepluginhub zleo-ai/cc-mmo-pluginFuse the Claude Code model with OpenAI Codex and agy: query all three in parallel, then Claude judges, synthesizes, and acts.
Multi-model consensus engine integrating OpenAI Codex CLI, Gemini CLI, and Claude CLI for collaborative code review and problem-solving.
Run any model with an Anthropic- or OpenAI-compatible API (e.g. DeepSeek, GLM, Kimi, Qwen, MiniMax) — even your Codex subscription — as real Claude Code workflows, agent-team teammates, or one-shot subagents, driven exactly like native ones. Your main session's own auth is untouched (OAuth subscription or API key, either works); API-key providers bill the provider key via apiKeyHelper, while a Codex subscription bills through a local OAuth daemon — each worker receives its credential on demand, never through its env or argv. Requires the `cc-fleet` binary on PATH, installed separately.
Intelligent delegation framework for routing tasks to external LLM services while retaining strategic oversight
Multi-LLM integration for second opinions and task delegation
Ultra-compressed communication mode. Cuts ~75% of tokens while keeping full technical accuracy by speaking like a caveman.