Engineering & Technical Playbooks AI Prompts for AI & Automation Builders (Part 2)

Act as an expert community manager.

Write a system prompt for an agent that uses an MCP server covering CI/CD pipeline.

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

Keep it under 500 words.

Act as an expert curriculum designer.

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

Topic: cloud migration
Tone: detailed
Format: FAQ

Prioritize quick wins over long projects.

Act as an expert customer success lead.

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

Topic: API design
Tone: inspiring
Format: social media post

Include time estimates for each step.

Act as an expert database administrator.

Describe how to secure an MCP server that touches cloud migration.

Topic: cloud migration
Tone: concise
Format: checklist

Write in the second person.

Act as an expert content strategist.

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

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

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

Act as an expert public relations specialist.

Craft a chain-of-thought prompt that reasons through CI/CD pipeline before answering.

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

Show before/after examples.

Act as an expert researcher.

Build a skill that chains multiple Claude sub-tasks to complete microservices architecture end to end.

Topic: microservices architecture
Tone: empathetic
Format: comparison table

Include time estimates for each step.

Act as an expert retail buyer.

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

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

Write in the second person.

Act as an expert career counselor.

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

Topic: API design
Tone: direct
Format: report

Include a numbered action plan.

Act as an expert course creator.

Write a performance-optimized implementation of AI chatbot.

Topic: AI chatbot
Tone: detailed
Format: email

Include budget implications where relevant.

Act as an expert researcher.

Write a directive that keeps Claude grounded and source-aware when working on CI/CD pipeline.

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

Keep it under 500 words.

Act as an expert operations manager.

Design a debugging playbook for issues that arise in web app design.

Topic: web app design
Tone: concise
Format: checklist

Provide alternative approaches where relevant.

Act as an expert screenwriter.

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

Topic: microservices architecture
Tone: detailed
Format: presentation script

Give me a reusable template I can adapt.

Act as an expert cloud architect.

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

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

Show before/after examples.

Act as an expert UX researcher.

Design a debugging playbook for issues that arise in API design.

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

Prioritize quick wins over long projects.

Act as an expert innovation consultant.

Outline an approval-gated automation for API design with human checkpoints.

Topic: API design
Tone: educational
Format: FAQ

Highlight risks and how to avoid them.

Act as an expert security engineer.

Write a supervisor-agent prompt that coordinates sub-agents for CI/CD pipeline.

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

Show me exactly what to say.

Act as an expert UX researcher.

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

Topic: database optimization
Tone: direct
Format: FAQ

Flag every assumption you make.

Act as an expert data scientist.

Build a verification-first skill that checks its own output for database optimization.

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

Use the same structure every time.

Act as an expert real estate agent.

Act as real estate agent and write a complete system prompt that turns an AI assistant into an expert on microservices architecture.

Topic: microservices architecture
Tone: direct
Format: workflow diagram

Prioritize quick wins over long projects.

Act as an expert real estate agent.

Write a contribution guide for an open-source database optimization project.

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

Give me a reusable template I can adapt.

Act as an expert QA engineer.

Design a performance-monitoring setup for API design infrastructure.

Topic: API design
Tone: inspiring
Format: reusable template

Use concrete examples from my industry.

Act as an expert community manager.

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

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

Show before/after examples.

Act as an expert visual designer.

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

Topic: cloud migration
Tone: playful
Format: reusable template

Show before/after examples.

Act as an expert economist.

Outline a workflow that enriches lead data for CI/CD pipeline before routing it.

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

Show before/after examples.

Act as an expert course creator.

Describe how to secure an MCP server that touches web app design.

Topic: web app design
Tone: playful
Format: report

Show me exactly what to say.

Act as an expert machine learning engineer.

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

Topic: web app design
Tone: educational
Format: checklist

Avoid jargon and explain technical terms.

Act as an expert lawyer.

Design a scoring rubric an agent uses to judge its own cloud migration output.

Topic: cloud migration
Tone: direct
Format: decision memo

Flag every assumption you make.

Act as an expert UX researcher.

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

Topic: web app design
Tone: educational
Format: report

Include budget implications where relevant.

Act as an expert business analyst.

Design a debugging playbook for issues that arise in API design.

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

Ask clarifying questions before answering.

Act as an expert novelist.

Write a contribution guide for an open-source database optimization project.

Topic: database optimization
Tone: educational
Format: email

Give me a reusable template I can adapt.

Act as an expert recruiting lead.

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

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

Include time estimates for each step.

Act as an expert curriculum designer.

Define a minimal but complete MCP server spec for microservices architecture.

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

Highlight risks and how to avoid them.

Act as an expert visual designer.

Design a scoring rubric an agent uses to judge its own microservices architecture output.

Topic: microservices architecture
Tone: inspiring
Format: email

Show me exactly what to say.

Act as an expert nutritionist.

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

Topic: microservices architecture
Tone: persuasive
Format: report

Flag every assumption you make.

Act as an expert lawyer.

Craft a prompt that produces a full AI chatbot strategy in a single pass.

Topic: AI chatbot
Tone: detailed
Format: report

Flag every assumption you make.

Act as an expert innovation consultant.

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

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

Use the same structure every time.

Act as an expert insurance agent.

Design tool descriptions that help the model choose correctly for AI chatbot.

Topic: AI chatbot
Tone: playful
Format: reusable template

Highlight risks and how to avoid them.

Act as an expert screenwriter.

Design a performance-monitoring setup for web app design infrastructure.

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

Reference relevant data and sources.

Act as an expert marketing manager.

Write the logic for a workflow that processes incoming data about AI chatbot.

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

Show before/after examples.

Act as an expert e-commerce manager.

Define a skill that maps cloud migration into named artifacts the user can reuse.

Topic: cloud migration
Tone: authoritative
Format: comparison table

Show me exactly what to say.

Act as an expert podcast host.

Create a progressive skill with beginner, intermediate, and expert tiers for microservices architecture.

Topic: microservices architecture
Tone: detailed
Format: workflow diagram

Use concrete examples from my industry.

Act as an expert database administrator.

Create a progressive skill with beginner, intermediate, and expert tiers for cloud migration.

Topic: cloud migration
Tone: concise
Format: reusable template

Include a numbered action plan.

Act as an expert financial analyst.

Define a Claude skill directive that turns Claude into an expert on AI chatbot.

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

Use concrete examples from my industry.

Act as an expert HR director.

Write production-quality code that implements cloud migration end to end.

Topic: cloud migration
Tone: concise
Format: email

Show before/after examples.

Act as an expert SaaS founder.

Create a composable skill for cloud migration designed to be mixed with other skills.

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

Use concrete examples from my industry.

Act as an expert DevOps engineer.

Write a skill that pre-defines output schema for structured answers on API design.

Topic: API design
Tone: empathetic
Format: workflow diagram

Use simple language a beginner can follow.

Act as an expert teacher.

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

Topic: cloud migration
Tone: encouraging
Format: FAQ

Use simple language a beginner can follow.

Act as an expert frontend engineer.

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

Topic: AI chatbot
Tone: inspiring
Format: workflow diagram

Give me a reusable template I can adapt.

Act as an expert accountant.

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

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

Include a numbered action plan.