Engineering & Technical Playbooks AI Prompts for AI & Automation Builders (Part 3)

Act as an expert editor.

Write the system prompt for an agent whose job is web app design.

Topic: web app design
Tone: inspiring
Format: bullet-point summary

Include time estimates for each step.

Act as an expert content strategist.

Design a human-in-the-loop handoff policy for an agent working on API design.

Topic: API design
Tone: professional
Format: bullet-point summary

End with a clear call to action.

Act as an expert fitness coach.

Define the tool list and JSON schemas an MCP server for web app design should expose.

Topic: web app design
Tone: playful
Format: reusable template

Use simple language a beginner can follow.

Act as an expert growth hacker.

Write a contribution guide for an open-source web app design project.

Topic: web app design
Tone: persuasive
Format: FAQ

Provide alternative approaches where relevant.

Act as an expert novelist.

Describe how to secure an MCP server that touches API design.

Topic: API design
Tone: concise
Format: workflow diagram

Reference relevant data and sources.

Act as an expert cloud architect.

Write a configuration guide that sets up tooling for cloud migration.

Topic: cloud migration
Tone: friendly
Format: workflow diagram

Include budget implications where relevant.

Act as an expert SaaS founder.

Build a skill that chains multiple Claude sub-tasks to complete API design end to end.

Topic: API design
Tone: detailed
Format: comparison table

Show me exactly what to say.

Act as an expert fractional CFO.

Design an autonomous AI agent that handles microservices architecture from start to finish.

Topic: microservices architecture
Tone: empathetic
Format: presentation script

Give me a reusable template I can adapt.

Act as an expert researcher.

Write a contribution guide for an open-source cloud migration project.

Topic: cloud migration
Tone: playful
Format: decision memo

Use simple language a beginner can follow.

Act as an expert sales trainer.

Outline an MCP server that exposes AI chatbot as callable tools for an AI agent.

Topic: AI chatbot
Tone: concise
Format: workflow diagram

Use concrete examples from my industry.

Act as an expert course creator.

Define the tool list and JSON schemas an MCP server for API design should expose.

Topic: API design
Tone: detailed
Format: comparison table

Ask clarifying questions before answering.

Act as an expert machine learning engineer.

Write a migration guide for upgrading tooling around web app design.

Topic: web app design
Tone: playful
Format: comparison table

Provide alternative approaches where relevant.

Act as an expert real estate agent.

Specify how an MCP server for API design should stream progress on long tasks.

Topic: API design
Tone: empathetic
Format: email

Include budget implications where relevant.

Act as an expert data scientist.

Write a skill for AI chatbot that includes explicit do and do-not rules.

Topic: AI chatbot
Tone: educational
Format: FAQ

Use concrete examples from my industry.

Act as an expert teacher.

Create a skill prompt that auto-selects the right tool for cloud migration.

Topic: cloud migration
Tone: educational
Format: report

Highlight risks and how to avoid them.

Act as an expert curriculum designer.

Craft a chain-of-thought prompt that reasons through cloud migration before answering.

Topic: cloud migration
Tone: educational
Format: social media post

Avoid jargon and explain technical terms.

Act as an expert supply chain manager.

Write a configuration guide that sets up tooling for CI/CD pipeline.

Topic: CI/CD pipeline
Tone: authoritative
Format: comparison table

Highlight risks and how to avoid them.

Act as an expert visual designer.

Define a skill that maps web app design into named artifacts the user can reuse.

Topic: web app design
Tone: playful
Format: reusable template

Use simple language a beginner can follow.

Act as an expert interview coach.

Outline a workflow that enriches lead data for AI chatbot before routing it.

Topic: AI chatbot
Tone: professional
Format: comparison table

Include a numbered action plan.

Act as an expert security engineer.

Build a CI pipeline definition that validates AI chatbot changes.

Topic: AI chatbot
Tone: encouraging
Format: social media post

Flag every assumption you make.

Act as an expert nonprofit director.

Write a contribution guide for an open-source CI/CD pipeline project.

Topic: CI/CD pipeline
Tone: direct
Format: step-by-step guide

Give me a reusable template I can adapt.

Act as an expert nutritionist.

Write a SKILL.md-style instruction file for database optimization following Anthropic best practices.

Topic: database optimization
Tone: direct
Format: comparison table

Use the same structure every time.

Act as an expert lawyer.

Specify a CLI tool that automates API design with flags and examples.

Topic: API design
Tone: direct
Format: report

Give me a reusable template I can adapt.

Act as an expert financial analyst.

Specify how an agent for AI chatbot should escalate ambiguous situations.

Topic: AI chatbot
Tone: detailed
Format: bullet-point summary

End with a clear call to action.

Act as an expert brand strategist.

Specify logging and observability best practices for AI chatbot.

Topic: AI chatbot
Tone: encouraging
Format: FAQ

Show me exactly what to say.

Act as an expert translator.

Design an autonomous AI agent that handles API design from start to finish.

Topic: API design
Tone: inspiring
Format: comparison table

Use simple language a beginner can follow.

Act as an expert machine learning engineer.

Specify error-handling and fallback behavior for MCP tools dealing with database optimization.

Topic: database optimization
Tone: persuasive
Format: presentation script

Use concrete examples from my industry.

Act as an expert security engineer.

Design a human-in-the-loop handoff policy for an agent working on API design.

Topic: API design
Tone: friendly
Format: report

Include budget implications where relevant.

Act as an expert content strategist.

Specify how an MCP server for cloud migration should stream progress on long tasks.

Topic: cloud migration
Tone: authoritative
Format: reusable template

Reference relevant data and sources.

Act as an expert data scientist.

Plan an agent that decomposes CI/CD pipeline into parallel sub-tasks.

Topic: CI/CD pipeline
Tone: friendly
Format: social media post

Highlight risks and how to avoid them.

Act as an expert fitness coach.

Write the integration steps to connect an MCP server for API design to n8n.

Topic: API design
Tone: encouraging
Format: reusable template

Use simple language a beginner can follow.

Act as an expert cloud architect.

Build a documentation structure for a tool that handles CI/CD pipeline.

Topic: CI/CD pipeline
Tone: inspiring
Format: comparison table

Avoid jargon and explain technical terms.

Act as an expert innovation consultant.

Write a SKILL.md-style instruction file for microservices architecture following Anthropic best practices.

Topic: microservices architecture
Tone: encouraging
Format: email

Flag every assumption you make.

Act as an expert QA engineer.

Write the transformation steps that normalize microservices architecture data across systems.

Topic: microservices architecture
Tone: educational
Format: workflow diagram

Write in the second person.

Act as an expert researcher.

Write a directive that keeps Claude grounded and source-aware when working on database optimization.

Topic: database optimization
Tone: concise
Format: workflow diagram

Use the same structure every time.

Act as an expert growth hacker.

Write a prompt that converts raw notes into polished output for AI chatbot.

Topic: AI chatbot
Tone: professional
Format: social media post

Provide alternative approaches where relevant.

Act as an expert fitness coach.

Structure a reusable skill descriptor with a clear name, description, and steps for web app design.

Topic: web app design
Tone: empathetic
Format: email

Keep it under 500 words.

Act as an expert product manager.

Write the integration steps to connect an MCP server for API design to n8n.

Topic: API design
Tone: playful
Format: report

Include time estimates for each step.

Act as an expert real estate agent.

Create a zero-shot prompt that reliably generates high-quality content for API design.

Topic: API design
Tone: inspiring
Format: reusable template

Use concrete examples from my industry.

Act as an expert UX researcher.

Build a documentation structure for a tool that handles cloud migration.

Topic: cloud migration
Tone: playful
Format: social media post

Provide alternative approaches where relevant.

Act as an expert HR director.

Write a performance-optimized implementation of microservices architecture.

Topic: microservices architecture
Tone: empathetic
Format: comparison table

Use simple language a beginner can follow.

Act as an expert social media manager.

Write the integration steps to connect an MCP server for API design to n8n.

Topic: API design
Tone: detailed
Format: report

Provide alternative approaches where relevant.

Act as an expert product manager.

Write a migration guide for upgrading tooling around cloud migration.

Topic: cloud migration
Tone: persuasive
Format: checklist

Prioritize quick wins over long projects.

Act as an expert data scientist.

Specify the exact tools and API calls needed to automate CI/CD pipeline.

Topic: CI/CD pipeline
Tone: authoritative
Format: step-by-step guide

Include time estimates for each step.

Act as an expert UX researcher.

Outline an MCP server that exposes CI/CD pipeline as callable tools for an AI agent.

Topic: CI/CD pipeline
Tone: professional
Format: FAQ

Provide alternative approaches where relevant.

Act as an expert sales trainer.

Outline a workflow that enriches lead data for database optimization before routing it.

Topic: database optimization
Tone: authoritative
Format: checklist

Keep it under 500 words.

Act as an expert customer success lead.

Outline an agent that turns user intent into a plan before touching web app design.

Topic: web app design
Tone: encouraging
Format: decision memo

Write in the second person.

Act as an expert e-commerce manager.

Outline an MCP server that exposes API design as callable tools for an AI agent.

Topic: API design
Tone: friendly
Format: checklist

Avoid jargon and explain technical terms.

Act as an expert recruiting lead.

Architect a multi-step agent loop that executes AI chatbot and verifies each step.

Topic: AI chatbot
Tone: direct
Format: email

End with a clear call to action.

Act as an expert growth hacker.

Specify the tools an agent needs to complete microservices architecture reliably.

Topic: microservices architecture
Tone: direct
Format: decision memo

Prioritize quick wins over long projects.