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在 OpenClaw 中安装
/install capability-pipeline-os
功能描述
通用能力管线操作系统。基于"万物皆可单元化"思想，将任意领域的任意任务分解为可执行、可组合的能力单元，通过管线编排完成。6大元操作集群（感知/认知/行动/组织/交互/守护）覆盖一切任务类型的原子操作，领域差异通过推导规则注入。触发词：能力单元、管线、Pipeline、任务分解、工作流、原子任务、单元化、编排、执行...
使用说明 (SKILL.md)
Capability Pipeline OS - 通用能力管线操作系统
万物皆可单元化。6大元操作集群覆盖一切任务类型，领域差异通过推导规则自动适配。
Step 0：复杂度判定
| 复杂度 | 判定标准 | 执行路径 |
|---|---|---|
| 简单 | 可直接完成，无需多步分解 | 单一IPO基元执行 |
| 中等 | 需要3-7个步骤协调 | 单层管线编排 |
| 复杂 | 需要8+步骤或多层嵌套 | 多层管线+IPO递归 |
简单任务走IPO基元快速通道。中等及以上任务，读取参考文件按完整流程执行。
6大元操作速览
| 代号 | 元操作 | 本质 | 执行身份 |
|---|---|---|---|
| S | 感知 | 从环境中获取信息 | 侦察者 |
| C | 认知 | 对信息进行加工处理 | 分析师 |
| A | 行动 | 产生可观测的产出 | 执行者 |
| O | 组织 | 结构化管理和维护资源 | 管理者 |
| I | 交互 | 与外部主体建立关系 | 协调者 |
| G | 守护 | 确保安全、合规、质量 | 守门人 |
完整定义（核心理念、能力单元Schema 8必选2可选字段及字段逻辑关系、6大元操作集群、管线编排6模式、IPO统一结构、7种通用管线模式P1-P7、自适应身份叠加深层定义两层正交架构、领域校准R1-R5、4个实例化演示、执行规则、工具调用策略、呈现规则、事实纪律）在参考文件 references/capability-pipeline-os.md。
安全使用建议
This skill appears safe to install as an instruction-only planning framework. Treat it as a way to organize tasks, not as permission for the agent to act autonomously on sensitive systems; ask for approval checkpoints before any important edits, submissions, messages, transactions, or deployments.
功能分析
Type: OpenClaw Skill
Name: capability-pipeline-os
Version: 1.0.1
The skill bundle defines a structured task-management framework called 'Capability Pipeline OS' designed to guide an AI agent's reasoning and execution process. It uses a system of meta-operations (Sensing, Cognition, Action, etc.) and pipeline orchestration to decompose complex tasks into manageable units. The content consists entirely of markdown instructions and metadata (SKILL.md, references/capability-pipeline-os.md) with no executable code, network calls, or instructions to access sensitive data.
能力评估
Purpose & Capability
The artifacts are coherent with the stated purpose: a general task-decomposition and pipeline orchestration framework. No runnable code, external services, credentials, or special system capabilities are present.
Instruction Scope
The skill is intentionally broad and includes automatic, semi-automatic, and human-led execution modes. This is core to its workflow purpose, but users should require confirmation for irreversible, external, financial, medical, legal, or code-changing actions.
Install Mechanism
There is no install specification, no required binaries, no environment variables, and no code files.
Credentials
The visible artifacts do not request access to files, credentials, network services, local profiles, browser sessions, or operating-system resources beyond normal agent reasoning.
Persistence & Privilege
No background workers, persistence mechanisms, privileged execution, credential storage, or self-propagating behavior are shown.
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 capability-pipeline-os - 安装完成后，直接呼叫该 Skill 的名称或使用
/capability-pipeline-os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
v1.0.1
- Enhanced documentation describing core concepts and architecture.
- Added detail on capability unit schema, with 8 required and 2 optional fields and their relationships.
- Clarified definitions for orthogonal two-layer architecture (deep role overlay) and core ideas.
- Referenced 7 standard pipeline modes (P1-P7) and expanded explanation of central mechanisms.
- No software file changes; documentation improvement only.
v1.0.0
Initial release of capability-pipeline-os:
- Introduces a universal capability pipeline operating system based on "everything can be unitized".
- Decomposes any domain task into executable, composable capability units, orchestrated via pipelines.
- Implements six meta-operation clusters (Perception, Cognition, Action, Organization, Interaction, Guardianship) covering all task types.
- Provides complexity judgment criteria and corresponding execution paths (simple, medium, complex).
- Adapts to different domains via inference rules.
- Reference file includes full definitions, execution rules, unit schemas, pipeline patterns, and usage examples.
元数据
常见问题
Capability Pipeline OS 是什么？
通用能力管线操作系统。基于"万物皆可单元化"思想，将任意领域的任意任务分解为可执行、可组合的能力单元，通过管线编排完成。6大元操作集群（感知/认知/行动/组织/交互/守护）覆盖一切任务类型的原子操作，领域差异通过推导规则注入。触发词：能力单元、管线、Pipeline、任务分解、工作流、原子任务、单元化、编排、执行... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 80 次。
如何安装 Capability Pipeline OS？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install capability-pipeline-os」即可一键安装，无需额外配置。
Capability Pipeline OS 是免费的吗？
是的，Capability Pipeline OS 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Capability Pipeline OS 支持哪些平台？
Capability Pipeline OS 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 Capability Pipeline OS？
由 波动几何（@wangjiaocheng）开发并维护，当前版本 v1.0.1。
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