writing-system-prompts

A comprehensive guide on how to craft effective and clear system prompts for AI assistants, ensuring they understand tasks accurately and…

Installation

$npx skills add https://qala.lol/shadowai/writing-system-prompts

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writing-system-prompts1 file

SKILL.md

Writing System Prompts

A guide to creating clear and effective system prompts for AI assistants.

Why this skill exists

System prompts are the foundational instructions that guide AI assistants in understanding tasks and generating responses. Without well-crafted system prompts, AI models may misinterpret user requests, leading to incorrect or irrelevant outputs. This skill ensures that developers and users can create precise and unambiguous prompts, resulting in more reliable interactions with AI systems.

When to trigger

Trigger	Example
User specifies a task requiring detailed instructions	"Please write a comprehensive guide on how to craft effective system prompts for AI assistants."
Task implies the need for context or background information	"I need you to summarize the key points from the latest research paper on climate change."
User requests clarification or rephrasing of a prompt	"Can you help me refine my prompt so that the AI understands exactly what I want?"
Task involves generating content based on specific criteria	"Write an email to a client, following these guidelines: polite tone, concise language, and include a call-to-action."
User asks for assistance in creating a multi-step process	"I need you to break down this complex task into smaller, manageable steps."
Task requires the AI to adhere to ethical or legal standards	"Please generate a report that complies with GDPR regulations."
User seeks help in tailoring a prompt for a specific platform or tool	"How can I modify my prompt to work effectively with Anthropic Claude?"
Task involves generating content in a particular style or format	"Write a press release for our new product, using an informative and persuasive tone."

Do NOT trigger when	Example
User asks for general advice on AI usage	"Can you explain how AI works?"
Task is vague or lacks specificity	"I need help with my project."
User requests a simple response without detailed instructions	"What's the weather today?"
Task involves personal opinions or subjective judgments	"Who do you think is the best CEO in the world?"
User asks for assistance with basic language tasks	"Can you help me improve my grammar?"

Quick-reference cheatsheet

Situation	Action	Notes
Task requires detailed instructions	Break down the task into clear steps and provide specific examples.	Ensure each step is actionable and unambiguous.
Need to set context or background	Include relevant information that helps the AI understand the task's broader context.	Avoid overwhelming the prompt with unnecessary details.
Requesting clarification or refinement	Ask for feedback on the prompt's clarity and specificity.	Be open to iterative improvements.
Generating content based on criteria	Clearly define the criteria and provide examples if possible.	Use bullet points or numbered lists for clarity.
Creating a multi-step process	Outline each step with clear objectives and actions.	Ensure steps are logical and sequential.
Adhering to ethical or legal standards	Specify the relevant regulations or guidelines explicitly.	Provide links or references if necessary.
Tailoring for specific platforms or tools	Mention the platform or tool by name and highlight any unique features.	Use examples that reflect the platform's capabilities.
Generating content in a specific style or format	Describe the desired tone, structure, and formatting requirements.	Include sample phrases or templates as references.

Core steps

1. Define the Task Clearly

Objective: Ensure the AI understands exactly what is required.

"Please write a comprehensive guide on how to craft effective system prompts for AI assistants."

2. Provide Context and Background Information

Objective: Help the AI understand the task's broader context.

"The latest research paper on climate change discusses various mitigation strategies. Summarize the key points from this paper."

3. Break Down Complex Tasks into Steps

Objective: Make the task more manageable for the AI.

"Break down the process of creating a system prompt into clear, actionable steps."

4. Specify Criteria and Examples

Objective: Ensure the AI generates content that meets specific requirements.

"Write an email to a client following these guidelines: polite tone, concise language, and include a call-to-action. Provide examples for each guideline."

5. Include Ethical or Legal Standards

Objective: Ensure compliance with relevant regulations.

"Generate a report that complies with GDPR regulations. Include specific sections on data protection and user consent."

6. Tailor the Prompt for Specific Platforms or Tools

Objective: Optimize the prompt for the AI's capabilities.

"How can I modify my prompt to work effectively with Anthropic Claude? Provide examples of successful prompts for this tool."

Common patterns

Pattern: Detailed Task Breakdown

Scenario: User needs a comprehensive guide on writing system prompts. Input: "Please write a comprehensive guide on how to craft effective system prompts for AI assistants." Reasoning: The task is broad, so breaking it down into smaller steps helps the AI understand each part clearly. Output:

Define the task clearly.
Provide context and background information.
Break down complex tasks into steps.
Specify criteria and examples.
Include ethical or legal standards.
Tailor the prompt for specific platforms or tools.

Pattern: Setting Context

Scenario: User needs a summary of a research paper on climate change. Input: "The latest research paper on climate change discusses various mitigation strategies. Summarize the key points from this paper." Reasoning: The AI needs context to understand the task's relevance and importance. Output: A concise summary highlighting the main findings and recommendations from the research paper.

Pattern: Criteria-Based Content Generation

Scenario: User needs an email written with specific guidelines. Input: "Write an email to a client following these guidelines: polite tone, concise language, and include a call-to-action. Provide examples for each guideline." Reasoning: The AI must adhere to the specified criteria to generate appropriate content. Output: An email that meets all the given guidelines, with clear examples demonstrating how each criterion was addressed.

Pattern: Ethical Compliance

Scenario: User needs a report that complies with GDPR regulations. Input: "Generate a report that complies with GDPR regulations. Include specific sections on data protection and user consent." Reasoning: The task requires adherence to legal standards, so the AI must include relevant information. Output: A detailed report that outlines data protection measures and user consent procedures in compliance with GDPR.

Pattern: Platform-Specific Tailoring

Scenario: User needs a prompt optimized for Anthropic Claude. Input: "How can I modify my prompt to work effectively with Anthropic Claude? Provide examples of successful prompts for this tool." Reasoning: The AI must understand the platform's capabilities and limitations. Output: Recommendations on how to tailor the prompt, along with examples of effective prompts for Anthropic Claude.

Edge cases & gotchas

Edge Case	What goes wrong	How to handle it
Vague or ambiguous tasks	The AI misinterprets the task, leading to irrelevant responses.	Clearly define each step and provide specific examples.
Lack of context	The AI fails to understand the task's broader implications.	Include relevant background information and explain why the task is important.
Overly complex prompts	The prompt becomes too long and confusing for the AI to follow.	Break down the task into smaller, manageable steps and focus on one aspect at a time.
Ignoring criteria or standards	The AI generates content that does not meet the specified requirements.	Double-check the prompt for clarity and specificity, and provide clear examples if necessary.
Misunderstanding platform capabilities	The AI uses features that are not supported by the platform.	Tailor the prompt to highlight the platform's unique features and limitations.
Failing to address ethical considerations	The AI generates content that may violate ethical standards.	Explicitly include ethical guidelines in the prompt and provide examples of how to comply with them.

Decision tree

Is the task clearly defined? ├─ Yes → is context provided? ├─ Yes → are criteria or standards specified? ├─ Yes → is the platform or tool mentioned? ├─ Yes → proceed with prompt creation └─ No → mention the platform or tool and tailor the prompt accordingly └─ No → specify criteria or standards clearly └─ No → provide relevant context and background information └─ No → break down the task into clear, actionable steps

Do NOT use this skill for

General advice on AI usage.
Tasks that are vague or lack specificity.
Simple language tasks where detailed instructions are not needed.
Tasks involving personal opinions or subjective judgments.
Basic content generation without specific criteria.

References & further reading

Resource	What it covers	URL
OpenAI API Documentation	Guidelines for creating effective prompts	OpenAI API Docs
Anthropic's Guide to Writing Prompts	Best practices for prompt engineering with Claude	Anthropic Guide
The Art of Computer Programming	Principles of clear and concise writing	The Art of Computer Programming
Writing Effective System Prompts for AI	A comprehensive guide by AI experts	Writing Effective System Prompts
Ethical Considerations in AI Prompting	Best practices for ethical prompt design	Ethical AI Prompting

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