Engineering & Technical Playbooks AI Prompts for AI & Automation Builders (Part 7)

Act as an expert sales trainer.

Create a multi-step prompt that plans, drafts, and reviews work on web app design.

Topic: web app design
Tone: playful
Format: checklist

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

Act as an expert brand strategist.

Write a SKILL.md-style instruction file for AI chatbot following Anthropic best practices.

Topic: AI chatbot
Tone: encouraging
Format: checklist

Include budget implications where relevant.

Act as an expert novelist.

Configure a retry and self-healing strategy for an agent failing on API design.

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

Avoid jargon and explain technical terms.

Act as an expert fractional CFO.

Design a prompt with structured output that returns a detailed plan for cloud migration.

Topic: cloud migration
Tone: direct
Format: presentation script

Keep it under 500 words.

Act as an expert backend engineer.

Create a composable skill for database optimization designed to be mixed with other skills.

Topic: database optimization
Tone: encouraging
Format: decision memo

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

Act as an expert business analyst.

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

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

Keep it under 500 words.

Act as an expert SaaS founder.

Define the tool list and JSON schemas an MCP server for web app design should expose.

Topic: web app design
Tone: inspiring
Format: FAQ

Show before/after examples.

Act as an expert marketing manager.

Build a skill that chains multiple Claude sub-tasks to complete cloud migration end to end.

Topic: cloud migration
Tone: concise
Format: reusable template

Show me exactly what to say.

Act as an expert frontend engineer.

Write a prompt describing how to wire an MCP server for microservices architecture into a Claude workflow.

Topic: microservices architecture
Tone: inspiring
Format: decision memo

Use simple language a beginner can follow.

Act as an expert innovation consultant.

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

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

Include time estimates for each step.

Act as an expert business analyst.

Write a prompt that produces an editable checklist for database optimization.

Topic: database optimization
Tone: authoritative
Format: report

Flag every assumption you make.

Act as an expert sales trainer.

Design tool descriptions that help the model choose correctly for microservices architecture.

Topic: microservices architecture
Tone: persuasive
Format: reusable template

Ask clarifying questions before answering.

Act as an expert security engineer.

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

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

Use the same structure every time.

Act as an expert curriculum designer.

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

Topic: cloud migration
Tone: encouraging
Format: FAQ

Include time estimates for each step.

Act as an expert screenwriter.

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

Topic: database optimization
Tone: empathetic
Format: report

Use the same structure every time.

Act as an expert operations manager.

Architect a multi-step agent loop that executes CI/CD pipeline and verifies each step.

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

Flag every assumption you make.

Act as an expert healthcare administrator.

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

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

Include budget implications where relevant.

Act as an expert growth hacker.

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

Topic: microservices architecture
Tone: friendly
Format: FAQ

Reference relevant data and sources.

Act as an expert sales director.

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

Topic: cloud migration
Tone: authoritative
Format: report

Include a numbered action plan.

Act as an expert curriculum designer.

Define an XML-tagged instruction set for cloud migration that survives conversation drift.

Topic: cloud migration
Tone: educational
Format: decision memo

Use the same structure every time.

Act as an expert editor.

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

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

Flag every assumption you make.

Act as an expert visual designer.

Write the integration steps to connect an MCP server for API design to n8n.

Topic: API design
Tone: authoritative
Format: checklist

Include budget implications where relevant.

Act as an expert nutritionist.

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

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

Show before/after examples.

Act as an expert sales trainer.

Design an n8n workflow with triggers, branches, and error paths for API design.

Topic: API design
Tone: authoritative
Format: presentation script

Highlight risks and how to avoid them.

Act as an expert career counselor.

Write an API client that performs CI/CD pipeline with retries and error handling.

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

Show me exactly what to say.

Act as an expert sales director.

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

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

Show me exactly what to say.

Act as an expert life coach.

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

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

Use concrete examples from my industry.

Act as an expert machine learning engineer.

Specify logging and observability best practices for web app design.

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

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

Act as an expert sales trainer.

Specify a test strategy that covers API design edge cases.

Topic: API design
Tone: detailed
Format: FAQ

Show me exactly what to say.

Act as an expert financial analyst.

Design a form-triggered workflow that kicks off AI chatbot processing.

Topic: AI chatbot
Tone: playful
Format: checklist

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

Act as an expert operations manager.

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

Topic: AI chatbot
Tone: professional
Format: reusable template

Show me exactly what to say.

Act as an expert backend engineer.

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

Topic: web app design
Tone: professional
Format: checklist

Include time estimates for each step.

Act as an expert video editor.

Write a configuration guide that sets up tooling for API design.

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

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

Act as an expert sales director.

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

Topic: cloud migration
Tone: playful
Format: presentation script

Include time estimates for each step.

Act as an expert UX researcher.

Specify a test strategy that covers API design edge cases.

Topic: API design
Tone: detailed
Format: FAQ

Use the same structure every time.

Act as an expert visual designer.

Write a supervisor-agent prompt that coordinates sub-agents for AI chatbot.

Topic: AI chatbot
Tone: concise
Format: email

Reference relevant data and sources.

Act as an expert email marketer.

Write a self-critiquing prompt that drafts then improves its own output on CI/CD pipeline.

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

Prioritize quick wins over long projects.

Act as an expert novelist.

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

Topic: API design
Tone: encouraging
Format: checklist

Avoid jargon and explain technical terms.

Act as an expert recruiting lead.

Write production-quality code that implements web app design end to end.

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

Use simple language a beginner can follow.

Act as an expert career counselor.

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

Topic: API design
Tone: encouraging
Format: comparison table

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

Act as an expert editor.

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

Topic: microservices architecture
Tone: friendly
Format: presentation script

Use simple language a beginner can follow.

Act as an expert insurance agent.

Write a skill prompt that formats database optimization work as project briefs and specs.

Topic: database optimization
Tone: authoritative
Format: reusable template

Use simple language a beginner can follow.

Act as an expert sales director.

Design a performance-monitoring setup for cloud migration infrastructure.

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

End with a clear call to action.

Act as an expert interview coach.

Create a composable skill for database optimization designed to be mixed with other skills.

Topic: database optimization
Tone: concise
Format: email

Provide alternative approaches where relevant.

Act as an expert database administrator.

Implement web app design using functional patterns with immutable data.

Topic: web app design
Tone: authoritative
Format: checklist

Prioritize quick wins over long projects.

Act as an expert operations manager.

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

Topic: microservices architecture
Tone: educational
Format: report

Use concrete examples from my industry.

Act as an expert journalist.

Write a skill that pre-defines output schema for structured answers on AI chatbot.

Topic: AI chatbot
Tone: playful
Format: reusable template

Give me a reusable template I can adapt.

Act as an expert operations manager.

Write a performance-optimized implementation of web app design.

Topic: web app design
Tone: educational
Format: FAQ

Use the same structure every time.

Act as an expert cloud architect.

Build a skill that chains multiple Claude sub-tasks to complete cloud migration end to end.

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

Use simple language a beginner can follow.

Act as an expert QA engineer.

Design the capability boundaries of an MCP server that handles cloud migration.

Topic: cloud migration
Tone: inspiring
Format: decision memo

Write in the second person.