Engineering & Technical Playbooks AI Prompts for AI & Automation Builders (Part 8)

Act as an expert healthcare administrator.

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

Topic: database optimization
Tone: encouraging
Format: email

Flag every assumption you make.

Act as an expert product manager.

Build a CI pipeline definition that validates web app design changes.

Topic: web app design
Tone: empathetic
Format: email

Show before/after examples.

Act as an expert fitness coach.

Define an XML-tagged instruction set for microservices architecture that survives conversation drift.

Topic: microservices architecture
Tone: direct
Format: report

Prioritize quick wins over long projects.

Act as an expert career counselor.

Write a persona-driven prompt for cloud migration that keeps consistent tone across every answer.

Topic: cloud migration
Tone: direct
Format: FAQ

Use simple language a beginner can follow.

Act as an expert sales director.

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

Topic: web app design
Tone: persuasive
Format: email

End with a clear call to action.

Act as an expert full-stack developer.

Outline an agent that turns user intent into a plan before touching API design.

Topic: API design
Tone: concise
Format: report

Include a numbered action plan.

Act as an expert career counselor.

Create a progressive skill with beginner, intermediate, and expert tiers for AI chatbot.

Topic: AI chatbot
Tone: encouraging
Format: report

Use concrete examples from my industry.

Act as an expert content strategist.

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

Topic: database optimization
Tone: detailed
Format: comparison table

Keep it under 500 words.

Act as an expert interview coach.

Write a skill that maintains a working document across the session for database optimization.

Topic: database optimization
Tone: friendly
Format: decision memo

Use the same structure every time.

Act as an expert UX researcher.

Define an XML-tagged instruction set for microservices architecture that survives conversation drift.

Topic: microservices architecture
Tone: encouraging
Format: decision memo

Flag every assumption you make.

Act as an expert nonprofit director.

Write a skill prompt that formats cloud migration work as project briefs and specs.

Topic: cloud migration
Tone: encouraging
Format: email

Use concrete examples from my industry.

Act as an expert visual designer.

Design a two-way sync workflow keeping AI chatbot in sync between apps.

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

Use simple language a beginner can follow.

Act as an expert machine learning engineer.

Specify logging and observability best practices for web app design.

Topic: web app design
Tone: authoritative
Format: checklist

Avoid jargon and explain technical terms.

Act as an expert cloud architect.

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

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

Show before/after examples.

Act as an expert content strategist.

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

Topic: web app design
Tone: detailed
Format: presentation script

Provide alternative approaches where relevant.

Act as an expert researcher.

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

Topic: database optimization
Tone: encouraging
Format: decision memo

Highlight risks and how to avoid them.

Act as an expert fractional CFO.

Write a skill that pre-defines output schema for structured answers on CI/CD pipeline.

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

Include budget implications where relevant.

Act as an expert backend engineer.

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

Topic: API design
Tone: direct
Format: report

Ask clarifying questions before answering.

Act as an expert real estate agent.

Write a migration guide for upgrading tooling around CI/CD pipeline.

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

Use simple language a beginner can follow.

Act as an expert recruiting lead.

Define a Claude skill directive that turns Claude into an expert on database optimization.

Topic: database optimization
Tone: empathetic
Format: reusable template

Avoid jargon and explain technical terms.

Act as an expert nutritionist.

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

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

Reference relevant data and sources.

Act as an expert e-commerce manager.

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

Topic: web app design
Tone: direct
Format: presentation script

Reference relevant data and sources.

Act as an expert interview coach.

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

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

Include budget implications where relevant.

Act as an expert SEO specialist.

Outline an approval-gated automation for microservices architecture with human checkpoints.

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

Show me exactly what to say.

Act as an expert copywriter.

Configure a retry and self-healing strategy for an agent failing on database optimization.

Topic: database optimization
Tone: authoritative
Format: report

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

Act as an expert curriculum designer.

Outline an agent that turns user intent into a plan before touching web app design.

Topic: web app design
Tone: playful
Format: social media post

Prioritize quick wins over long projects.

Act as an expert copywriter.

Write a skill for web app design that includes explicit do and do-not rules.

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

Flag every assumption you make.

Act as an expert nonprofit director.

Specify a CLI tool that automates cloud migration with flags and examples.

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

Flag every assumption you make.

Act as an expert frontend engineer.

Write the logic for a workflow that processes incoming data about cloud migration.

Topic: cloud migration
Tone: direct
Format: reusable template

Include time estimates for each step.

Act as an expert email marketer.

Specify the exact tools and API calls needed to automate microservices architecture.

Topic: microservices architecture
Tone: friendly
Format: checklist

Show before/after examples.

Act as an expert HR director.

Outline an MCP server that exposes web app design as callable tools for an AI agent.

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

Use the same structure every time.

Act as an expert retail buyer.

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

Topic: AI chatbot
Tone: inspiring
Format: reusable template

Reference relevant data and sources.

Act as an expert content strategist.

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

Topic: web app design
Tone: playful
Format: report

Give me a reusable template I can adapt.

Act as an expert translator.

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

Topic: cloud migration
Tone: friendly
Format: workflow diagram

End with a clear call to action.

Act as an expert DevOps engineer.

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

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

Flag every assumption you make.

Act as an expert course creator.

Specify a CLI tool that automates web app design with flags and examples.

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

Include time estimates for each step.

Act as an expert DevOps engineer.

Plan an agent that decomposes AI chatbot into parallel sub-tasks.

Topic: AI chatbot
Tone: friendly
Format: presentation script

Use the same structure every time.

Act as an expert e-commerce manager.

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

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

Reference relevant data and sources.

Act as an expert screenwriter.

Specify a CLI tool that automates cloud migration with flags and examples.

Topic: cloud migration
Tone: friendly
Format: report

Use the same structure every time.

Act as an expert video editor.

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

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

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

Act as an expert e-commerce manager.

Write a supervisor-agent prompt that coordinates sub-agents for API design.

Topic: API design
Tone: encouraging
Format: presentation script

Keep it under 500 words.

Act as an expert editor.

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

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

Include a numbered action plan.

Act as an expert teacher.

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

Topic: API design
Tone: playful
Format: decision memo

Avoid jargon and explain technical terms.

Act as an expert career counselor.

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

Topic: cloud migration
Tone: friendly
Format: checklist

Provide alternative approaches where relevant.

Act as an expert resume writer.

Specify retry, dedup, and failure-notification rules for a web app design automation.

Topic: web app design
Tone: authoritative
Format: social media post

Use concrete examples from my industry.

Act as an expert frontend engineer.

Define a minimal but complete MCP server spec for AI chatbot.

Topic: AI chatbot
Tone: persuasive
Format: FAQ

Provide alternative approaches where relevant.

Act as an expert brand strategist.

Define guardrails that keep an agent on AI chatbot from making costly errors.

Topic: AI chatbot
Tone: inspiring
Format: reusable template

Keep it under 500 words.

Act as an expert video editor.

Write a prompt that produces an editable checklist for cloud migration.

Topic: cloud migration
Tone: educational
Format: workflow diagram

Use simple language a beginner can follow.

Act as an expert marketing manager.

Specify logging and observability best practices for cloud migration.

Topic: cloud migration
Tone: inspiring
Format: checklist

Use simple language a beginner can follow.

Act as an expert full-stack developer.

Specify the exact tools and API calls needed to automate API design.

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

Use simple language a beginner can follow.