Engineering & Technical Playbooks AI Prompts for AI & Automation Builders

Act as an expert interview coach.

Write a skill that maintains a working document across the session for AI chatbot.

Topic: AI chatbot
Tone: encouraging
Format: FAQ

Highlight risks and how to avoid them.

Act as an expert brand strategist.

Define a Claude skill directive that turns Claude into an expert on cloud migration.

Topic: cloud migration
Tone: direct
Format: decision memo

Include budget implications where relevant.

Act as an expert UX researcher.

Design a scoring rubric an agent uses to judge its own database optimization output.

Topic: database optimization
Tone: friendly
Format: workflow diagram

Highlight risks and how to avoid them.

Act as an expert researcher.

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

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

Show before/after examples.

Act as an expert insurance agent.

Write a configuration guide that sets up tooling for microservices architecture.

Topic: microservices architecture
Tone: authoritative
Format: workflow diagram

Use simple language a beginner can follow.

Act as an expert content strategist.

Create a skill prompt that auto-selects the right tool for AI chatbot.

Topic: AI chatbot
Tone: direct
Format: FAQ

Show before/after examples.

Act as an expert retail buyer.

Define an XML-tagged instruction set for database optimization that survives conversation drift.

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

Include time estimates for each step.

Act as an expert nutritionist.

Architect a multi-step agent loop that executes web app design and verifies each step.

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

Use concrete examples from my industry.

Act as an expert social media manager.

Build a skill that chains multiple Claude sub-tasks to complete database optimization end to end.

Topic: database optimization
Tone: professional
Format: report

Include time estimates for each step.

Act as an expert DevOps engineer.

Architect a multi-step agent loop that executes microservices architecture and verifies each step.

Topic: microservices architecture
Tone: empathetic
Format: reusable template

Use simple language a beginner can follow.

Act as an expert video editor.

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

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

Show me exactly what to say.

Act as an expert real estate agent.

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

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

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

Act as an expert course creator.

Structure a reusable skill descriptor with a clear name, description, and steps for microservices architecture.

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

Give me a reusable template I can adapt.

Act as an expert growth hacker.

Map a weekly scheduled workflow that maintains database optimization.

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

Avoid jargon and explain technical terms.

Act as an expert cloud architect.

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

Topic: microservices architecture
Tone: encouraging
Format: presentation script

Write in the second person.

Act as an expert backend engineer.

Structure a reusable skill descriptor with a clear name, description, and steps for cloud migration.

Topic: cloud migration
Tone: friendly
Format: report

Show me exactly what to say.

Act as an expert teacher.

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

Topic: web app design
Tone: educational
Format: report

Write in the second person.

Act as an expert backend engineer.

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

Topic: cloud migration
Tone: detailed
Format: reusable template

Use concrete examples from my industry.

Act as an expert translator.

Design the capability boundaries of an MCP server that handles microservices architecture.

Topic: microservices architecture
Tone: concise
Format: reusable template

Use concrete examples from my industry.

Act as an expert editor.

Write an agent briefing document for a team deploying microservices architecture automation.

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

Flag every assumption you make.

Act as an expert SEO specialist.

Design a performance-monitoring setup for cloud migration infrastructure.

Topic: cloud migration
Tone: concise
Format: reusable template

Use concrete examples from my industry.

Act as an expert SEO specialist.

Build a skill that chains multiple Claude sub-tasks to complete database optimization end to end.

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

Show before/after examples.

Act as an expert customer success lead.

Write a self-critiquing prompt that drafts then improves its own output on microservices architecture.

Topic: microservices architecture
Tone: persuasive
Format: workflow diagram

Prioritize quick wins over long projects.

Act as an expert visual designer.

Specify how an MCP server for database optimization should stream progress on long tasks.

Topic: database optimization
Tone: authoritative
Format: reusable template

Give me a reusable template I can adapt.

Act as an expert email marketer.

Design a performance-monitoring setup for API design infrastructure.

Topic: API design
Tone: professional
Format: reusable template

Include a numbered action plan.

Act as an expert fitness coach.

Outline a test suite for an MCP server implementing web app design.

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

Show me exactly what to say.

Act as an expert brand strategist.

Plan an agent that decomposes database optimization into parallel sub-tasks.

Topic: database optimization
Tone: persuasive
Format: email

Include budget implications where relevant.

Act as an expert economist.

Define the tool list and JSON schemas an MCP server for microservices architecture should expose.

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

Avoid jargon and explain technical terms.

Act as an expert backend engineer.

Write a migration guide for upgrading tooling around cloud migration.

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

Reference relevant data and sources.

Act as an expert translator.

Specify how an MCP server for microservices architecture should stream progress on long tasks.

Topic: microservices architecture
Tone: authoritative
Format: FAQ

End with a clear call to action.

Act as an expert screenwriter.

Map a weekly scheduled workflow that maintains cloud migration.

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

Avoid jargon and explain technical terms.

Act as an expert marketing manager.

Configure a retry and self-healing strategy for an agent failing on cloud migration.

Topic: cloud migration
Tone: persuasive
Format: decision memo

Keep it under 500 words.

Act as an expert SEO specialist.

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

Topic: API design
Tone: friendly
Format: checklist

Use the same structure every time.

Act as an expert video editor.

Specify logging and observability best practices for AI chatbot.

Topic: AI chatbot
Tone: authoritative
Format: checklist

Avoid jargon and explain technical terms.

Act as an expert real estate agent.

Describe how to secure an MCP server that touches AI chatbot.

Topic: AI chatbot
Tone: encouraging
Format: reusable template

Avoid jargon and explain technical terms.

Act as an expert life coach.

Create a skill prompt that auto-selects the right tool for API design.

Topic: API design
Tone: playful
Format: report

Include a numbered action plan.

Act as an expert machine learning engineer.

Define a Claude skill directive that turns Claude into an expert on cloud migration.

Topic: cloud migration
Tone: detailed
Format: comparison table

End with a clear call to action.

Act as an expert financial analyst.

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

Topic: API design
Tone: direct
Format: comparison table

Include time estimates for each step.

Act as an expert interview coach.

Build a documentation structure for a tool that handles microservices architecture.

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

Ask clarifying questions before answering.

Act as an expert email marketer.

Write an agent prompt with memory instructions for long-running microservices architecture work.

Topic: microservices architecture
Tone: concise
Format: workflow diagram

Show me exactly what to say.

Act as an expert startup advisor.

Define guardrails that keep an agent on CI/CD pipeline from making costly errors.

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

Provide alternative approaches where relevant.

Act as an expert business analyst.

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

Topic: web app design
Tone: empathetic
Format: FAQ

Prioritize quick wins over long projects.

Act as an expert frontend engineer.

Create a zero-shot prompt that reliably generates high-quality content for cloud migration.

Topic: cloud migration
Tone: professional
Format: email

Highlight risks and how to avoid them.

Act as an expert machine learning engineer.

Write release workflow steps that ship CI/CD pipeline safely.

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

Write in the second person.

Act as an expert supply chain manager.

Define the tool list and JSON schemas an MCP server for microservices architecture should expose.

Topic: microservices architecture
Tone: educational
Format: reusable template

Include budget implications where relevant.

Act as an expert full-stack developer.

Write a decision-tree workflow that routes web app design requests to the right handler.

Topic: web app design
Tone: encouraging
Format: report

Include budget implications where relevant.

Act as an expert frontend engineer.

Design a performance-monitoring setup for database optimization infrastructure.

Topic: database optimization
Tone: concise
Format: workflow diagram

Avoid jargon and explain technical terms.

Act as an expert growth hacker.

Outline a test suite for an MCP server implementing AI chatbot.

Topic: AI chatbot
Tone: authoritative
Format: checklist

End with a clear call to action.

Act as an expert product designer.

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

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

Give me a reusable template I can adapt.

Act as an expert financial analyst.

Specify a CLI tool that automates CI/CD pipeline with flags and examples.

Topic: CI/CD pipeline
Tone: persuasive
Format: reusable template

End with a clear call to action.