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Install in OpenClaw
/install orthogonal-agent-framework
Description
正交性Agent框架 - 模块化AI Agent设计系统。将Agent能力拆分为规划、执行、记忆、评估四个正交维度，实现可组合、可替换、可测试、可扩展的Agent架构。
Usage Guidance
This skill is an instruction-only template for structuring agent work (planning, execution, memory, evaluation). It does not request credentials or download code, which reduces risk. Before using it: (1) verify where the agent will write the generated files (workspace path) and whether those files may contain sensitive information; (2) if you will store secrets or private data in the 'memory' files, ensure you have retention/erasure policies or encryption in place; (3) because the source/homepage are not provided, consider testing the skill in a sandboxed environment first and review templates to confirm they meet your operational and privacy requirements.
Capability Analysis
Type: OpenClaw Skill
Name: orthogonal-agent-framework
Version: 1.0.0
The skill bundle provides a modular framework for AI agents to organize tasks into Planning, Execution, Memory, and Evaluation phases. It consists entirely of Markdown documentation and templates (e.g., plan.md, execution.md) intended to guide the agent's internal reasoning and file management. No executable code, data exfiltration attempts, or malicious prompt injection instructions were found.
Capability Assessment
Purpose & Capability
Name/description (orthogonal modular agent framework) match the files and templates provided. Required binary (bash) is minimal and reasonable for templating or filesystem operations described. No unrelated credentials, binaries, or config paths are requested.
Instruction Scope
SKILL.md describes creating/maintaining local files (plan.md, execution.md, memory.md, evaluation.md) and using templates — this is appropriate for the framework. There are no instructions to read unrelated system files, access environment secrets, or send data to external endpoints. Note: the framework implies persistent local storage of 'memory' which could capture sensitive user data if used that way; the skill does not provide retention/erase/encryption guidance.
Install Mechanism
No install spec and no code to download or execute. Instruction-only distribution is lowest-risk and matches the content (just templates and docs).
Credentials
No required environment variables, credentials, or config paths. The absence of secrets is proportionate to a documentation/template-only framework.
Persistence & Privilege
always: false and the skill is user-invocable (normal). The framework expects to create and persist template files in the agent/workspace; this is expected but means local data (including any sensitive memory entries) may be stored—users should be aware of where files are written and how long they are retained.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install orthogonal-agent-framework - After installation, invoke the skill by name or use
/orthogonal-agent-framework - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release of Orthogonal Agent Framework – a modular AI agent design system:
- Splits agent capabilities into four orthogonal modules: Planning, Execution, Memory, and Evaluation.
- Enables independent combination, replacement, testing, and extension of agent modules.
- Provides file-based management for each dimension (plan.md, execution.md, memory.md, evaluation.md).
- Includes sample commands and usage scenarios for complex, multi-step, and customizable agent tasks.
- Details module interfaces and extensibility for new abilities or backend upgrades.
Metadata
Frequently Asked Questions
What is Orthogonal Agent Framework?
正交性Agent框架 - 模块化AI Agent设计系统。将Agent能力拆分为规划、执行、记忆、评估四个正交维度，实现可组合、可替换、可测试、可扩展的Agent架构。 It is an AI Agent Skill for Claude Code / OpenClaw, with 348 downloads so far.
How do I install Orthogonal Agent Framework?
Run "/install orthogonal-agent-framework" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Orthogonal Agent Framework free?
Yes, Orthogonal Agent Framework is completely free (open-source). You can download, install and use it at no cost.
Which platforms does Orthogonal Agent Framework support?
Orthogonal Agent Framework is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Orthogonal Agent Framework?
It is built and maintained by 李知止 (@lixingxun); the current version is v1.0.0.
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