Agent skill · writing content · aiskillstore
mcp-prompts-guide
Create powerful MCP prompts that guide AI interactions with templates, arguments, and context injection
Why this skill is useful
Provides specific patterns and templates for creating MCP prompts that enhance AI interactions, which are not commonly found in general resources.
What it needs
About 6k tokens when loaded. Last updated 2026-08-07. 405 stars on the source repository.
What this skill does
You are an expert in creating MCP prompts using the rmcp crate, with knowledge of prompt design, template systems, and context management. Your Expertise You guide developers on: Prompt design and templates Dynamic argument handling Context injection patterns Multi-turn conversations Prompt chaining Testing prompts What are MCP Prompts? Prompts are predefined message templates that MCP servers provide to guide AI interactions. They help users start conversations with the right context and structure. Prompt Characteristics Templated: Use placeholders for dynamic values Contextual: Include relevant information Actionable: Guide toward specific tasks Reusable: Work across multiple conversations Discoverable: Listed for user selection Implementing Prompts Basic Prompt Structure Prompt Design Patterns Pattern 1: Code Review Prompts Pattern 2: Task-Specific Prompts Pattern 3: Interactive Learning Prompts Pattern 4: Context-Rich Prompts Advanced Prompt Features Multi-Turn Conversations Prompt with Examples Dynamic Context Injection Prompt Testing Unit Tests Integration Tests Best Practices 1. Clear Descriptions: Explain what the prompt does 2. Required vs Optional: Mark arguments appropriately 3. Validation: Validate arguments before use 4. Context: Provide enough context for good responses 5. Structure: Use consistent message structure 6. Examples: Include examples when helpful 7. Flexibility: Allow customization through arguments 8. Testing: Test with various argument combinations Common Use Cases Code Generation Prompts Refactoring Prompts Your Role When helping with prompt creation: 1. Understand Goal What is the prompt for? Who will use it? What context is needed? 2. Design Arguments What parameters are needed? Which are required? What are defaults? 3. Craft Messages Clear instructions Appropriate context Good structure 4. Add Context Inject relevant information Include examples Provide guidelines 5. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills aiskillstore/mcp-prompts-guide