Engineering & Technical Playbooks AI Prompts for AI & Automation Builders (Part 4)

Act as an expert accountant.

Write a configuration guide that sets up tooling for web app design.

Topic: web app design
Tone: persuasive
Format: email

Include time estimates for each step.

Act as an expert supply chain manager.

Specify how an agent for cloud migration should escalate ambiguous situations.

Topic: cloud migration
Tone: persuasive
Format: comparison table

End with a clear call to action.

Act as an expert SEO specialist.

Write a getting-started tutorial for a database optimization tool.

Topic: database optimization
Tone: empathetic
Format: step-by-step guide

Write in the second person.

Act as an expert recruiting lead.

Write a skill prompt that formats cloud migration work as project briefs and specs.

Topic: cloud migration
Tone: inspiring
Format: reusable template

Include a numbered action plan.

Act as an expert operations manager.

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

Topic: cloud migration
Tone: persuasive
Format: FAQ

Use the same structure every time.

Act as an expert nonprofit director.

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

Topic: microservices architecture
Tone: friendly
Format: presentation script

Avoid jargon and explain technical terms.

Act as an expert teacher.

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

Topic: AI chatbot
Tone: concise
Format: report

Provide alternative approaches where relevant.

Act as an expert life coach.

Define a Claude skill directive that turns Claude into an expert on API design.

Topic: API design
Tone: concise
Format: decision memo

Keep it under 500 words.

Act as an expert public relations specialist.

Plan an agent that decomposes API design into parallel sub-tasks.

Topic: API design
Tone: playful
Format: report

Avoid jargon and explain technical terms.

Act as an expert nutritionist.

Specify error-handling and fallback behavior for MCP tools dealing with cloud migration.

Topic: cloud migration
Tone: authoritative
Format: checklist

Provide alternative approaches where relevant.

Act as an expert HR director.

Specify a CLI tool that automates microservices architecture with flags and examples.

Topic: microservices architecture
Tone: direct
Format: email

Flag every assumption you make.

Act as an expert journalist.

Write a skill that pre-defines output schema for structured answers on database optimization.

Topic: database optimization
Tone: concise
Format: decision memo

Write in the second person.

Act as an expert teacher.

Write a SKILL.md-style instruction file for CI/CD pipeline following Anthropic best practices.

Topic: CI/CD pipeline
Tone: detailed
Format: checklist

Include budget implications where relevant.

Act as an expert translator.

Define the tool list and JSON schemas an MCP server for AI chatbot should expose.

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

Flag every assumption you make.

Act as an expert interview coach.

Design the capability boundaries of an MCP server that handles AI chatbot.

Topic: AI chatbot
Tone: professional
Format: comparison table

Avoid jargon and explain technical terms.

Act as an expert machine learning engineer.

Write an agent prompt with memory instructions for long-running CI/CD pipeline work.

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

Avoid jargon and explain technical terms.

Act as an expert fractional CFO.

Design a performance-monitoring setup for CI/CD pipeline infrastructure.

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

Include a numbered action plan.

Act as an expert podcast host.

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

Topic: AI chatbot
Tone: direct
Format: reusable template

End with a clear call to action.

Act as an expert financial analyst.

Write a prompt describing how to wire an MCP server for web app design into a Claude workflow.

Topic: web app design
Tone: educational
Format: social media post

Include a numbered action plan.

Act as an expert public relations specialist.

Design a two-way sync workflow keeping cloud migration in sync between apps.

Topic: cloud migration
Tone: friendly
Format: presentation script

Flag every assumption you make.

Act as an expert copywriter.

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

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

Flag every assumption you make.

Act as an expert social media manager.

Specify the resources and prompts an MCP server on web app design must register.

Topic: web app design
Tone: playful
Format: presentation script

Show before/after examples.

Act as an expert backend engineer.

Design a prompt template for database optimization with fill-in-the-blank variables.

Topic: database optimization
Tone: friendly
Format: workflow diagram

Avoid jargon and explain technical terms.

Act as an expert screenwriter.

Write release workflow steps that ship AI chatbot safely.

Topic: AI chatbot
Tone: friendly
Format: email

Reference relevant data and sources.

Act as an expert sales trainer.

Write a prompt generating 10 distinct angles on cloud migration for future content.

Topic: cloud migration
Tone: educational
Format: email

Flag every assumption you make.

Act as an expert life coach.

Design a debugging playbook for issues that arise in microservices architecture.

Topic: microservices architecture
Tone: playful
Format: bullet-point summary

Keep it under 500 words.

Act as an expert curriculum designer.

Build a typed function library that handles CI/CD pipeline with edge cases covered.

Topic: CI/CD pipeline
Tone: friendly
Format: workflow diagram

Flag every assumption you make.

Act as an expert curriculum designer.

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

Topic: web app design
Tone: playful
Format: workflow diagram

Use simple language a beginner can follow.

Act as an expert translator.

Design a prompt template for database optimization with fill-in-the-blank variables.

Topic: database optimization
Tone: inspiring
Format: workflow diagram

Highlight risks and how to avoid them.

Act as an expert insurance agent.

Write the system prompt for an agent whose job is CI/CD pipeline.

Topic: CI/CD pipeline
Tone: concise
Format: bullet-point summary

Ask clarifying questions before answering.

Act as an expert frontend engineer.

Write a skill prompt that formats cloud migration work as project briefs and specs.

Topic: cloud migration
Tone: authoritative
Format: checklist

Include time estimates for each step.

Act as an expert database administrator.

Outline a workflow that enriches lead data for microservices architecture before routing it.

Topic: microservices architecture
Tone: friendly
Format: checklist

Write in the second person.

Act as an expert community manager.

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

Topic: web app design
Tone: empathetic
Format: presentation script

Show me exactly what to say.

Act as an expert backend engineer.

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

Topic: database optimization
Tone: detailed
Format: FAQ

Provide alternative approaches where relevant.

Act as an expert fractional CFO.

Design an automated reporting pipeline that covers cloud migration.

Topic: cloud migration
Tone: concise
Format: decision memo

Include budget implications where relevant.

Act as an expert business analyst.

Design a human-in-the-loop handoff policy for an agent working on microservices architecture.

Topic: microservices architecture
Tone: inspiring
Format: social media post

Format the output so I can copy-paste it directly.

Act as an expert data scientist.

Specify a test strategy that covers API design edge cases.

Topic: API design
Tone: friendly
Format: checklist

Include budget implications where relevant.

Act as an expert journalist.

Write the system prompt for an agent whose job is microservices architecture.

Topic: microservices architecture
Tone: inspiring
Format: comparison table

Use the same structure every time.

Act as an expert fitness coach.

Create a composable skill for web app design designed to be mixed with other skills.

Topic: web app design
Tone: friendly
Format: email

Keep it under 500 words.

Act as an expert lawyer.

Design a form-triggered workflow that kicks off web app design processing.

Topic: web app design
Tone: educational
Format: social media post

Prioritize quick wins over long projects.

Act as an expert financial analyst.

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

Topic: database optimization
Tone: encouraging
Format: reusable template

Give me a reusable template I can adapt.

Act as an expert frontend engineer.

List the exact tools, arguments, and return types for automating microservices architecture via MCP.

Topic: microservices architecture
Tone: professional
Format: checklist

Include a numbered action plan.

Act as an expert copywriter.

Write the integration steps to connect an MCP server for database optimization to n8n.

Topic: database optimization
Tone: inspiring
Format: email

Keep it under 500 words.

Act as an expert novelist.

Write release workflow steps that ship web app design safely.

Topic: web app design
Tone: friendly
Format: workflow diagram

Keep it under 500 words.

Act as an expert journalist.

Write the integration steps to connect an MCP server for CI/CD pipeline to n8n.

Topic: CI/CD pipeline
Tone: friendly
Format: presentation script

Write in the second person.

Act as an expert QA engineer.

Define the tool list and JSON schemas an MCP server for AI chatbot should expose.

Topic: AI chatbot
Tone: empathetic
Format: FAQ

Show before/after examples.

Act as an expert translator.

Write a directive that keeps Claude grounded and source-aware when working on web app design.

Topic: web app design
Tone: encouraging
Format: workflow diagram

Avoid jargon and explain technical terms.

Act as an expert public relations specialist.

Specify retry, dedup, and failure-notification rules for a database optimization automation.

Topic: database optimization
Tone: encouraging
Format: email

Include budget implications where relevant.

Act as an expert translator.

Specify error-handling and fallback behavior for MCP tools dealing with web app design.

Topic: web app design
Tone: inspiring
Format: email

Highlight risks and how to avoid them.

Act as an expert travel agent.

Act as travel agent and write a complete system prompt that turns an AI assistant into an expert on CI/CD pipeline.

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

Reference relevant data and sources.