A professional 3-in-1 toolkit for prompt templates, systematic technique learning, and 6-dimensional intelligent optimization.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install prompt-master
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install prompt-master using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Prompt Master?
Prompt Master is a high-performance super-skill designed to bridge the gap between basic AI chat and professional prompt engineering. It consolidates three critical domains: a curated library of over 50 role-based templates from community-validated sources, a comprehensive learning curriculum covering 58+ strategies, and a rigorous optimization engine.
By integrating these Openclaw Skills into your workflow, you gain access to a system that automatically identifies your intent. Whether you are looking to adopt a specific professional persona, learn advanced reasoning techniques like Chain-of-Thought, or audit your existing prompts for structural integrity, Prompt Master provides the logical routing and technical depth required for high-quality LLM outputs.
Prompt Master Use Cases
- Rapidly deploying professional AI personas for coding, translation, and technical consultation.
- Systematic learning of prompt engineering from beginner techniques to expert-level ReAct and Tree-of-Thought strategies.
- Auditing existing prompts using a 6-dimensional quality assessment to reduce hallucinations.
- Generating structured, multi-step workflows for complex tasks like technical interview preparation or data analysis.
- Standardizing prompt quality across team-based AI development environments.
How Prompt Master Works
- Intent Recognition: The skill parses user input to determine if the requirement is for a template, educational content, or optimization.
- Dynamic Routing: Requests are routed to either the Template Library (50+ roles), the Learning Assistant (58+ techniques), or the Intelligent Optimizer.
- Contextual Processing: For optimization, the tool applies a 6-dimension evaluation covering clarity, specificity, structure, completeness, tone, and constraints.
- Synthesis & Refinement: It stacks multiple techniques (e.g., Role-playing + Few-shot) to produce a final, high-fidelity prompt.
- Feedback Loop: Users can iterate on the output, applying further optimizations or saving refined versions to their personal library.
Prompt Master Setup
To activate Prompt Master within your environment, ensure you have the core agent framework installed and then add the skill collection:
# Add the prompt-master skill to your agent
openclaw install prompt-master
Once installed, the skill operates via natural language triggers or explicit calls to the optimizer and template modules.
Prompt Master Data Schema & Taxonomy
Prompt Master organizes technical data across three primary silos to ensure rapid retrieval and high-quality generation:
| Component | Data Structure | Count |
|---|---|---|
| Role Templates | Markdown-formatted persona definitions | 50+ Roles |
| Learning Modules | Technical guides with practical examples | 58+ Techniques |
| Optimization Engine | 6-Dimension assessment JSON schema | 1 Engine |
| Workflow Logic | Multi-step routing and stacking rules | 4 Scenarios |
Prompt Master Advanced Features
- Intelligent Auto-Routing: Automatically detects intent without manual command flags.
- 6-Dimensional Quality Assessment: Technical scoring of clarity, specificity, and constraints.
- Multi-Technique Stacking: Combines role-playing, CoT, and structured output in a single generation.
- Progressive Learning Paths: Structured curriculum ranging from 1-week basics to 3-month expert techniques.
- Persona Personalization: Ability to fine-tune community templates for specific Openclaw Skills use cases.
SKILL.md
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