Engineering & Technical Playbooks AI Prompts for AI & Automation Builders (Part 9)

Act as an expert product designer.

Write the logic for a workflow that processes incoming data about API design.

Topic: API design
Tone: professional
Format: FAQ

Include time estimates for each step.

Act as an expert product designer.

Specify the tools an agent needs to complete database optimization reliably.

Topic: database optimization
Tone: professional
Format: decision memo

End with a clear call to action.

Act as an expert product designer.

Act as product designer and write a complete system prompt that turns an AI assistant into an expert on database optimization.

Topic: database optimization
Tone: friendly
Format: reusable template

Use the same structure every time.

Act as an expert curriculum designer.

Outline a test suite for an MCP server implementing database optimization.

Topic: database optimization
Tone: inspiring
Format: presentation script

Give me a reusable template I can adapt.

Act as an expert lawyer.

Write a SKILL.md-style instruction file for API design following Anthropic best practices.

Topic: API design
Tone: inspiring
Format: checklist

Reference relevant data and sources.

Act as an expert content strategist.

Write a contribution guide for an open-source AI chatbot project.

Topic: AI chatbot
Tone: authoritative
Format: FAQ

Write in the second person.

Act as an expert QA engineer.

Write a decision-tree workflow that routes microservices architecture requests to the right handler.

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

Ask clarifying questions before answering.

Act as an expert teacher.

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

Topic: microservices architecture
Tone: friendly
Format: reusable template

Prioritize quick wins over long projects.

Act as an expert data scientist.

Structure a skill that pauses to ask the user for missing context on cloud migration.

Topic: cloud migration
Tone: detailed
Format: bullet-point summary

Include budget implications where relevant.

Act as an expert screenwriter.

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

Topic: API design
Tone: playful
Format: workflow diagram

Keep it under 500 words.

Act as an expert financial analyst.

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

Topic: cloud migration
Tone: concise
Format: FAQ

Write in the second person.

Act as an expert visual designer.

Write a skill that pre-defines output schema for structured answers on cloud migration.

Topic: cloud migration
Tone: detailed
Format: report

Avoid jargon and explain technical terms.

Act as an expert startup advisor.

Specify how an MCP server for CI/CD pipeline should stream progress on long tasks.

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

Use the same structure every time.

Act as an expert public relations specialist.

Specify the tools an agent needs to complete API design reliably.

Topic: API design
Tone: friendly
Format: presentation script

Give me a reusable template I can adapt.

Act as an expert supply chain manager.

Build a verification-first skill that checks its own output for microservices architecture.

Topic: microservices architecture
Tone: friendly
Format: reusable template

End with a clear call to action.

Act as an expert nonprofit director.

Design a human-in-the-loop handoff policy for an agent working on cloud migration.

Topic: cloud migration
Tone: educational
Format: report

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

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: educational
Format: comparison table

Avoid jargon and explain technical terms.

Act as an expert cloud architect.

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

Topic: web app design
Tone: authoritative
Format: step-by-step guide

Keep it under 500 words.

Act as an expert product manager.

Write a SKILL.md-style instruction file for web app design following Anthropic best practices.

Topic: web app design
Tone: inspiring
Format: email

Reference relevant data and sources.

Act as an expert lawyer.

Outline an agent that turns user intent into a plan before touching CI/CD pipeline.

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

Ask clarifying questions before answering.

Act as an expert data scientist.

Write a skill for cloud migration that includes explicit do and do-not rules.

Topic: cloud migration
Tone: encouraging
Format: FAQ

Flag every assumption you make.

Act as an expert e-commerce manager.

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

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

Avoid jargon and explain technical terms.

Act as an expert nutritionist.

Write a migration guide for upgrading tooling around database optimization.

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

Flag every assumption you make.

Act as an expert visual designer.

Design a performance-monitoring setup for database optimization infrastructure.

Topic: database optimization
Tone: persuasive
Format: workflow diagram

Give me a reusable template I can adapt.

Act as an expert sales trainer.

Specify the resources and prompts an MCP server on cloud migration must register.

Topic: cloud migration
Tone: playful
Format: reusable template

Use concrete examples from my industry.

Act as an expert SEO specialist.

Structure a skill that pauses to ask the user for missing context on database optimization.

Topic: database optimization
Tone: concise
Format: checklist

Show before/after examples.

Act as an expert public relations specialist.

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

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

Highlight risks and how to avoid them.

Act as an expert nonprofit director.

Design a debugging playbook for issues that arise in database optimization.

Topic: database optimization
Tone: professional
Format: checklist

Provide alternative approaches where relevant.

Act as an expert visual designer.

Write a skill for cloud migration that includes explicit do and do-not rules.

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

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

Act as an expert SaaS founder.

Write a SKILL.md-style instruction file for API design following Anthropic best practices.

Topic: API design
Tone: direct
Format: workflow diagram

Use the same structure every time.

Act as an expert security engineer.

Write the system prompt for an agent whose job is AI chatbot.

Topic: AI chatbot
Tone: educational
Format: report

Keep it under 500 words.

Act as an expert supply chain manager.

Write a migration guide for upgrading tooling around API design.

Topic: API design
Tone: inspiring
Format: step-by-step guide

Keep it under 500 words.

Act as an expert content strategist.

Map a weekly scheduled workflow that maintains microservices architecture.

Topic: microservices architecture
Tone: authoritative
Format: comparison table

Write in the second person.

Act as an expert course creator.

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

Topic: microservices architecture
Tone: friendly
Format: FAQ

Show me exactly what to say.

Act as an expert SaaS founder.

Write release workflow steps that ship database optimization safely.

Topic: database optimization
Tone: direct
Format: reusable template

Show before/after examples.

Act as an expert supply chain manager.

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

Topic: web app design
Tone: playful
Format: report

Use simple language a beginner can follow.

Act as an expert real estate agent.

Write a getting-started tutorial for a CI/CD pipeline tool.

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

Provide alternative approaches where relevant.

Act as an expert interview coach.

Build a verification-first skill that checks its own output for CI/CD pipeline.

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

Avoid jargon and explain technical terms.

Act as an expert course creator.

Define a skill that maps database optimization into named artifacts the user can reuse.

Topic: database optimization
Tone: empathetic
Format: report

Flag every assumption you make.

Act as an expert fractional CFO.

Map a weekly scheduled workflow that maintains web app design.

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

Prioritize quick wins over long projects.

Act as an expert curriculum designer.

Build a config-safe snippet for cloud migration that works across environments.

Topic: cloud migration
Tone: playful
Format: decision memo

Prioritize quick wins over long projects.

Act as an expert HR director.

Write a prompt that produces an editable checklist for CI/CD pipeline.

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

Use the same structure every time.

Act as an expert travel agent.

Describe how to secure an MCP server that touches CI/CD pipeline.

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

Show before/after examples.

Act as an expert data scientist.

Write a system prompt for an agent that uses an MCP server covering microservices architecture.

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

Reference relevant data and sources.

Act as an expert business analyst.

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

Topic: database optimization
Tone: educational
Format: checklist

Include a numbered action plan.

Act as an expert product designer.

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

Topic: API design
Tone: authoritative
Format: step-by-step guide

Ask clarifying questions before answering.

Act as an expert video editor.

Write a migration guide for upgrading tooling around AI chatbot.

Topic: AI chatbot
Tone: encouraging
Format: comparison table

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

Act as an expert course creator.

Specify a test strategy that covers API design edge cases.

Topic: API design
Tone: detailed
Format: email

Highlight risks and how to avoid them.

Act as an expert course creator.

Map a step-by-step automation workflow that handles CI/CD pipeline end to end.

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

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

Act as an expert podcast host.

Write a migration guide for upgrading tooling around cloud migration.

Topic: cloud migration
Tone: persuasive
Format: email

End with a clear call to action.