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在 OpenClaw 中安装
/install yihui-agent-swarm
功能描述
Multi-agent orchestration framework for OpenClaw. Define roles, route tasks, manage state, and coordinate agent teams using structured YAML configs and a pro...
安全使用建议
This skill appears to be a legitimate multi-agent orchestration design, but it omits practical deployment details that matter for security. Before installing or enabling it: 1) Ask the publisher which runtime connectors are required and what credentials (Feishu API token, MemPalace/MemClaw endpoints and keys) you must provide — do not supply broad tokens without least-privilege scopes. 2) Confirm where memories are stored, retention/erasure policies, and whether PII or secrets will be redacted before writing to MemPalace/Cortex. 3) Test in a restricted sandbox account (with synthetic data and limited credentials) first. 4) Ensure a Critic role or policy enforces privacy/security checks and that memory-writing is auditable. If the publisher cannot explain why no env/credential requirements are declared, treat this mismatch as a red flag and avoid giving production credentials.
功能分析
Type: OpenClaw Skill
Name: yihui-agent-swarm
Version: 1.0.0
The bundle provides a comprehensive framework for multi-agent orchestration, defining roles (Master, Specialist, Critic, Router) and communication protocols using structured YAML. The logic is focused on task routing, memory management via MemPalace/Cortex, and quality assurance, with explicit security and privacy checks defined in 'configs/roles/critic.yaml'. While 'SKILL.md' and 'configs/team.yaml' include specific Feishu Open IDs (e.g., ou_7d0630bcf6e7fb2c35c2033be5e23722), these are clearly documented as examples from a real production setup (YiHui team) and are intended to be replaced by the user during configuration.
能力评估
Purpose & Capability
The SKILL.md describes integrations with external services (MemPalace, Cortex/MemClaw, and Feishu channel targets) and requires structured message routing; however the registry metadata declares no required environment variables, credentials, or config paths. In practice those integrations typically need API tokens/endpoints. The absence of declared credentials or dependency hints is an incoherence between stated purpose and declared requirements.
Instruction Scope
The runtime instructions focus on routing, role semantics, and writing/recalling memory (dual recall, immediate writes to MemPalace/Cortex). They do not instruct reading arbitrary local files or executing shell commands (good), but they do mandate automatic memory writes and cross-agent state persistence without explicit guidance on handling sensitive or PII data or retention/expiration policies. That broad memory-write behavior could inadvertently persist sensitive information.
Install Mechanism
This is instruction-only with no install spec and no bundled code — low install-time risk. Nothing is downloaded or written by an installer as part of the skill package itself.
Credentials
Although the skill expects use of Feishu channel targets and memory services, it lists no required environment variables, no primary credential, and no required config paths. Real deployment would likely require Feishu API keys, MemPalace/MemClaw endpoints and credentials, or platform-tool bindings; those secrets are not declared here, creating an opaque mismatch about what credentials will actually be needed and where they must be provided.
Persistence & Privilege
always is false (no forced global inclusion). The skill is user-invocable and allows model invocation (the platform default). It does not request to modify other skills or system-wide configs in the SKILL.md. Autonomous invocation combined with the missing credential/deployment details increases blast radius, but autonomous invocation alone is expected.
如何使用
- 确保已安装 OpenClaw（本地或 Docker 部署）
- 在对话框中输入安装命令：
/install yihui-agent-swarm - 安装完成后，直接呼叫该 Skill 的名称或使用
/yihui-agent-swarm触发 - 根据 Skill 的参数说明提供必要输入，即可获得结构化输出
版本历史
v1.0.0
Initial release: multi-agent orchestration based on real YiHui team setup
元数据
常见问题
YiHui Agent Swarm 是什么？
Multi-agent orchestration framework for OpenClaw. Define roles, route tasks, manage state, and coordinate agent teams using structured YAML configs and a pro... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 51 次。
如何安装 YiHui Agent Swarm？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install yihui-agent-swarm」即可一键安装，无需额外配置。
YiHui Agent Swarm 是免费的吗？
是的，YiHui Agent Swarm 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
YiHui Agent Swarm 支持哪些平台？
YiHui Agent Swarm 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（cross-platform）。
谁开发了 YiHui Agent Swarm？
由 辉哥（@1yihui）开发并维护，当前版本 v1.0.0。
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