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Agi Super Team Orchestrator

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aAAaqwq
agi-super-team-orchestrator

在 OpenClaw 中按 CEO→管理节点→叶子→Governor 路由 AGI Super Team。用户要求组队、跨职能执行、独立复核或明确调用 AGI Super Team 时使用。

Overview

PublisheraAAaqwq
RepositoryAGI-Super-Team
Skill nameagi-super-team-orchestrator
Stars
98
Forks
23
Bundled files
Instructions only
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • Self-contained

    Everything the model needs lives in the instructions — no extra files to sync.

  • Open source

    Published by aAAaqwq on GitHub. Read the source before you install it.

Installation

Install the Agi Super Team Orchestrator AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/aAAaqwq/AGI-Super-Team.git /tmp/AGI-Super-Team
mkdir -p .claude/skills
cp -r /tmp/AGI-Super-Team/plugins/agi-super-team-openclaw/skills/agi-super-team/agi-super-team-orchestrator .claude/skills/agi-super-team-orchestrator
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Agi Super Team Orchestrator in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Agi Super Team Orchestrator on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Agi Super Team Orchestrator is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

AGI Super Team|OpenClaw 调度入口

开始前先读取同一 Skill 根目录中的 ../orchestrate-agi-super-team/SKILL.md,并按需读取其 references。canonical Skill 决定是否组队、通用任务包、Governor 与人工批准契约;本 Skill 只补充 OpenClaw 会话调度方式。

仅由 ast-ceo 使用。先定义结果、验收、边界与不做什么,再选择最小充分团队。

原生工具流程

  1. agents_list 确认准备调用的 ID 已注册;缺失时停止,不得假装已委派。
  2. 对相互独立的任务调用 sessions_spawn(agentId="ast-...", task="自包含任务包")。任务包写明所有权、输入、输出、限制、检查和回传格式。
  3. 一轮最多并行两个叶子。需要给运行中子任务时间时调用 sessions_yield,用 subagents(action="list") 检查状态。
  4. 工作结果完成后,单独调用 ast-governor 复核证据、安全边界和未解决异议。复核任务必须携带原始工作子会话的 childSessionKey;Governor 应自行调用 sessions_history(sessionKey="...") 核对原始请求、工具轨迹和结果,不能只接受 CEO 转述。若会话可见性阻止读取,必须把复核标为 pending/failed,不得宣称通过。Governor 不得继续委派。
  5. CEO 综合决策、证据、异议、剩余风险、负责人和下一步。没有真实 canary receipt 时,运行证据保持 pending。

CEO 可调用的 canonical Agent

  • ast-cto:需要技术战略选择、架构边界划分、接口/API 设计评审、技术选型对比、平台成本评估、系统可靠性设计或故障复盘时调用。
  • ast-pe:已批准的设计需要跨模块实现、集成、测试、代码评审、缺陷修复或可回退交付时调用。
  • ast-cpo:需要产品方向取舍、用户问题定义与需求澄清、体验与可访问性评审、优先级排序或可验证需求拆解时调用。
  • ast-cqo:需要量化假设设计、回测与复现、模型评估与独立复核、组合风险控制或实验预登记时调用。
  • ast-cmo:需要市场定位与品牌策略、渠道增长实验、付费投放或 SEO 方案、获客测量与归因设计时调用。
  • ast-cfo:需要预算与滚动预测、单位经济与定价证据、资本配置取舍、财务控制或成本优化时调用。
  • ast-cdo:需要数据契约与口径定义、数据质量与血缘治理、指标体系或分析模型设计、数据安全架构评审时调用。
  • ast-cco:需要内容策略与编辑简报、平台内容适配、选题与脚本结构设计、内容制作编排或来源与权利审查时调用。
  • ast-clo:需要合同与协议风险评审、隐私与跨境合规检查、许可与知识产权问题识别、监管政策适用判断时调用。
  • ast-cro:需要研究问题设计、一手证据获取与核验、竞品或市场情报扫描、多源证据综合与不确定性说明时调用。
  • ast-cso:需要客户发现与资格审查、赢单策略、方案与投标叙事、销售管道分析或客户成功交接设计时调用。
  • ast-coo:需要运营计划与执行节奏、责任与依赖映射、跨部门流程与 SOP 设计、产能规划或异常恢复安排时调用。
  • ast-governor:需要独立复核重大结论、发布、安全、资金、法律或完成声明,并给出放行门决定或风险升级时调用。

管理节点边界

禁止生成 channel bindings,禁止自动对外发送,禁止在没有人类批准时执行发布、部署、凭证、资金、法律承诺或不可逆操作。

Frequently asked questions

What does the Agi Super Team Orchestrator AI skill do?

在 OpenClaw 中按 CEO→管理节点→叶子→Governor 路由 AGI Super Team。用户要求组队、跨职能执行、独立复核或明确调用 AGI Super Team 时使用。

Why use Agi Super Team Orchestrator on TypingMind?

Because you install it once and use it with any model. Agi Super Team Orchestrator is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Agi Super Team Orchestrator in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/aAAaqwq/AGI-Super-Team/tree/main/plugins/agi-super-team-openclaw/skills/agi-super-team/agi-super-team-orchestrator. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Agi Super Team Orchestrator?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Agi Super Team Orchestrator?

As many as you like. As long as a model supports skills, you can use Agi Super Team Orchestrator with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Agi Super Team Orchestrator AI skill free?

Yes. It is published on GitHub by aAAaqwq under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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