Engineering & Technical Playbooks AI Prompts for Developers & Engineers (Part 2)

Act as an expert researcher.

Implement AI chatbot using functional patterns with immutable data.

Topic: AI chatbot
Tone: friendly
Format: checklist

Ask clarifying questions before answering.

Act as an expert UX researcher.

Build a typed function library that handles web app design with edge cases covered.

Topic: web app design
Tone: direct
Format: report

Use concrete examples from my industry.

Act as an expert healthcare administrator.

Refactor existing code toward cloud migration with clear before/after examples.

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

Flag every assumption you make.

Act as an expert brand strategist.

Specify the resources and prompts an MCP server on CI/CD pipeline must register.

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

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

Act as an expert visual designer.

Write the integration steps to connect an MCP server for cloud migration to n8n.

Topic: cloud migration
Tone: detailed
Format: FAQ

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

Act as an expert growth hacker.

Implement CI/CD pipeline using functional patterns with immutable data.

Topic: CI/CD pipeline
Tone: friendly
Format: decision memo

Avoid jargon and explain technical terms.

Act as an expert nutritionist.

Describe how to secure an MCP server that touches database optimization.

Topic: database optimization
Tone: educational
Format: bullet-point summary

Flag every assumption you make.

Act as an expert resume writer.

Write a setup-and-run example for cloud migration with a README-style walkthrough.

Topic: cloud migration
Tone: educational
Format: comparison table

Reference relevant data and sources.

Act as an expert course creator.

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

Topic: microservices architecture
Tone: authoritative
Format: presentation script

Reference relevant data and sources.

Act as an expert nonprofit director.

Refactor existing code toward web app design with clear before/after examples.

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

Write in the second person.

Act as an expert fractional CFO.

Define an XML-tagged instruction set for CI/CD pipeline that survives conversation drift.

Topic: CI/CD pipeline
Tone: playful
Format: report

Prioritize quick wins over long projects.

Act as an expert security engineer.

Write a performance-optimized implementation of microservices architecture.

Topic: microservices architecture
Tone: educational
Format: comparison table

Give me a reusable template I can adapt.

Act as an expert researcher.

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

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

Use simple language a beginner can follow.

Act as an expert recruiting lead.

Implement CI/CD pipeline using functional patterns with immutable data.

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

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

Act as an expert fitness coach.

Implement a reusable component for CI/CD pipeline with props and state documented.

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

Reference relevant data and sources.

Act as an expert security engineer.

Design a debugging playbook for issues that arise in cloud migration.

Topic: cloud migration
Tone: professional
Format: presentation script

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

Act as an expert machine learning engineer.

Write release workflow steps that ship microservices architecture safely.

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

Include a numbered action plan.

Act as an expert political consultant.

Specify a test strategy that covers microservices architecture edge cases.

Topic: microservices architecture
Tone: detailed
Format: step-by-step guide

Show me exactly what to say.

Act as an expert fractional CFO.

Write an API client that performs API design with retries and error handling.

Topic: API design
Tone: detailed
Format: report

Include time estimates for each step.

Act as an expert career counselor.

Implement a reusable component for CI/CD pipeline with props and state documented.

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

Use the same structure every time.

Act as an expert nonprofit director.

Build a documentation structure for a tool that handles AI chatbot.

Topic: AI chatbot
Tone: empathetic
Format: email

Include a numbered action plan.

Act as an expert accountant.

Write a system prompt for an agent that uses an MCP server covering API design.

Topic: API design
Tone: professional
Format: email

Show before/after examples.

Act as an expert teacher.

Refactor existing code toward microservices architecture with clear before/after examples.

Topic: microservices architecture
Tone: educational
Format: presentation script

Show me exactly what to say.

Act as an expert public relations specialist.

Write an utility module for cloud migration with JSDoc annotations.

Topic: cloud migration
Tone: playful
Format: step-by-step guide

Show me exactly what to say.

Act as an expert resume writer.

Refactor existing code toward microservices architecture with clear before/after examples.

Topic: microservices architecture
Tone: persuasive
Format: email

Write in the second person.

Act as an expert curriculum designer.

Write a directive that keeps Claude grounded and source-aware when working on cloud migration.

Topic: cloud migration
Tone: inspiring
Format: email

Use the same structure every time.

Act as an expert cloud architect.

Specify a CLI tool that automates AI chatbot with flags and examples.

Topic: AI chatbot
Tone: encouraging
Format: email

Keep it under 500 words.

Act as an expert real estate agent.

Write a skill prompt that formats CI/CD pipeline work as project briefs and specs.

Topic: CI/CD pipeline
Tone: authoritative
Format: email

Show me exactly what to say.

Act as an expert course creator.

Refactor existing code toward AI chatbot with clear before/after examples.

Topic: AI chatbot
Tone: empathetic
Format: workflow diagram

Prioritize quick wins over long projects.

Act as an expert HR director.

Build a config-safe snippet for microservices architecture that works across environments.

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

Include a numbered action plan.

Act as an expert recruiting lead.

List the exact tools, arguments, and return types for automating API design via MCP.

Topic: API design
Tone: detailed
Format: checklist

End with a clear call to action.

Act as an expert financial analyst.

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

Topic: CI/CD pipeline
Tone: playful
Format: report

Prioritize quick wins over long projects.

Act as an expert researcher.

Define the tool list and JSON schemas an MCP server for database optimization should expose.

Topic: database optimization
Tone: direct
Format: checklist

Write in the second person.

Act as an expert copywriter.

Write a directive that keeps Claude grounded and source-aware when working on AI chatbot.

Topic: AI chatbot
Tone: direct
Format: step-by-step guide

Avoid jargon and explain technical terms.

Act as an expert QA engineer.

Write an API client that performs microservices architecture with retries and error handling.

Topic: microservices architecture
Tone: detailed
Format: step-by-step guide

Use concrete examples from my industry.

Act as an expert fitness coach.

Build a CI pipeline definition that validates API design changes.

Topic: API design
Tone: concise
Format: workflow diagram

Keep it under 500 words.

Act as an expert screenwriter.

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

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

Include budget implications where relevant.

Act as an expert operations manager.

Build a config-safe snippet for database optimization that works across environments.

Topic: database optimization
Tone: professional
Format: comparison table

Use simple language a beginner can follow.

Act as an expert operations manager.

Write an API client that performs AI chatbot with retries and error handling.

Topic: AI chatbot
Tone: empathetic
Format: reusable template

Prioritize quick wins over long projects.

Act as an expert product manager.

Create a code snippet for database optimization with security best practices applied.

Topic: database optimization
Tone: encouraging
Format: social media post

Highlight risks and how to avoid them.

Act as an expert researcher.

Define a minimal but complete MCP server spec for CI/CD pipeline.

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

Include a numbered action plan.

Act as an expert UX researcher.

Specify a test strategy that covers AI chatbot edge cases.

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

Highlight risks and how to avoid them.

Act as an expert UX researcher.

Write release workflow steps that ship web app design safely.

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

Flag every assumption you make.

Act as an expert brand strategist.

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

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

Keep it under 500 words.

Act as an expert editor.

List the exact tools, arguments, and return types for automating CI/CD pipeline via MCP.

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

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

Act as an expert curriculum designer.

Design tool descriptions that help the model choose correctly for API design.

Topic: API design
Tone: direct
Format: comparison table

Include budget implications where relevant.

Act as an expert supply chain manager.

Refactor existing code toward database optimization with clear before/after examples.

Topic: database optimization
Tone: concise
Format: workflow diagram

Include a numbered action plan.

Act as an expert sales trainer.

Write release workflow steps that ship microservices architecture safely.

Topic: microservices architecture
Tone: persuasive
Format: report

Show me exactly what to say.

Act as an expert backend engineer.

Write a setup-and-run example for web app design with a README-style walkthrough.

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

End with a clear call to action.

Act as an expert podcast host.

Write the system prompt for an agent whose job is database optimization.

Topic: database optimization
Tone: encouraging
Format: social media post

Show before/after examples.