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Install in OpenClaw
/install capability-pipeline-os
Description
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...
README (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。
Usage Guidance
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.
Capability Analysis
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.
Capability Assessment
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.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install capability-pipeline-os - After installation, invoke the skill by name or use
/capability-pipeline-os - Provide required inputs per the skill's parameter spec and get structured output
Version History
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.
Metadata
Frequently Asked Questions
What is Capability Pipeline OS?
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... It is an AI Agent Skill for Claude Code / OpenClaw, with 80 downloads so far.
How do I install Capability Pipeline OS?
Run "/install capability-pipeline-os" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Capability Pipeline OS free?
Yes, Capability Pipeline OS is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Capability Pipeline OS support?
Capability Pipeline OS is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Capability Pipeline OS?
It is built and maintained by 波动几何 (@wangjiaocheng); the current version is v1.0.1.
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