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Install in OpenClaw
/install ro-prompt-optimizer
Description
基于R-O框架（角色&现实情况、对象&输出）优化用户提示词，将普通需求转化为专业、结构化的AI提示词，以激发AI最大潜力。当用户需要优化提示词、改善与AI的交互效果、创建更有效的指令时使用此技能。
Usage Guidance
This skill appears to do what it says: produce structured, industry-aware prompt templates. There are no credential or network requests in the manifest or docs. However, the included Python script is not fully polished: it references a nonexistent TaskType.GENERAL default and the generate_optimized_prompt function appears truncated in the provided file—these are coding bugs that could cause runtime errors. If you plan to run the script, review it first (or run it in a sandbox) and avoid feeding sensitive data into it until you confirm it behaves as expected. If you only use the SKILL.md templates (no code execution), the risk is low. If you want higher confidence, request a full, fixed version of scripts/auto-optimizer.py or ask the author for source verification and tests.
Capability Analysis
Type: OpenClaw Skill
Name: ro-prompt-optimizer
Version: 1.0.0
The ro-prompt-optimizer skill bundle is a legitimate tool designed to help users structure AI prompts using the R-O (Role-Reality, Object-Output) framework. The core logic in scripts/auto-optimizer.py is limited to string processing, template generation, and basic CLI interaction, with no evidence of network calls, sensitive data access, or malicious execution. The instructions in SKILL.md and the supporting reference files are entirely focused on improving prompt engineering quality and do not contain any prompt-injection attacks or unauthorized commands.
Capability Assessment
Purpose & Capability
Name, description, SKILL.md, and the reference templates all describe an R-O prompt optimization tool. The presence of a scripts/auto-optimizer.py helper is expected and consistent with the stated purpose; nothing in the manifest asks for unrelated credentials, binaries, or system paths.
Instruction Scope
SKILL.md only instructs generating structured prompt text from user requirements and provides templates and examples. It does not instruct reading system files, scanning environment variables, or sending data to external endpoints. The script is described as optional and the documentation does not direct the agent to exfiltrate data or access unrelated system state.
Install Mechanism
There is no install spec (instruction-only skill with an optional script file). No packages, downloads, or external installers are declared. This is low-risk from an installation perspective.
Credentials
The skill requests no environment variables, credentials, or config paths. The SKILL.md and other files do not reference secrets or external APIs, so the level of access requested is proportional to the stated functionality.
Persistence & Privilege
always:false and default invocation settings are used. The skill does not request permanent presence or modifications to other skills or system-wide agent settings.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install ro-prompt-optimizer - After installation, invoke the skill by name or use
/ro-prompt-optimizer - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
ro-prompt-optimizer v1.0.0
- 首次发布：基于R-O框架（角色&现实情况、对象&输出）的AI提示词优化技能。
- 将用户的普通需求自动转换为结构化、专业的AI提示词，以提升交互效率和输出质量。
- 支持多行业、不同任务类型和复杂度分级的灵活优化。
- 提供详细的R-O框架说明、优化流程、丰富的示例和行业模板资源。
- 明确输出标准格式，便于用户标准化与AI的交流方式。
Metadata
Frequently Asked Questions
What is Ro Prompt Optimizer?
基于R-O框架（角色&现实情况、对象&输出）优化用户提示词，将普通需求转化为专业、结构化的AI提示词，以激发AI最大潜力。当用户需要优化提示词、改善与AI的交互效果、创建更有效的指令时使用此技能。 It is an AI Agent Skill for Claude Code / OpenClaw, with 126 downloads so far.
How do I install Ro Prompt Optimizer?
Run "/install ro-prompt-optimizer" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Ro Prompt Optimizer free?
Yes, Ro Prompt Optimizer is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Ro Prompt Optimizer support?
Ro Prompt Optimizer is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Ro Prompt Optimizer?
It is built and maintained by DukeAcco (@dukeacco); the current version is v1.0.0.
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