DevOps & Cloud — Vol. 2

Overview

We put together 9 prompts in the DevOps & Cloud — Vol. 2 so programming & dev can skip the blank page. Among them: “Alpine Freefall”, “Exploring Jung's Understanding of Spirit through Rumi's Poem” and “Miniature Claymation Adventures on the Mushroom Cap”. Each one is written to save you the blank-page problem: open it, add your specifics, and get a strong first draft in seconds. Paste any of them into ChatGPT, Claude and Gemini and shape the output to match your voice.

• 1.Exploring Jung's Understanding of Spirit through Rumi's Poem

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  Act as a college-level essay writer. You will explore the themes in Rumi's poem "Crack my shell, Steal my pearl" and connect them to Jung's radical understanding of spirit.
  
  Your task is to:
  - Analyze how Jung's concept of spirit as a dynamic, craving presence is foreshadowed by Rumi's poem.
  - Discuss Jung's confrontation with the "unconscious" and how this differs from Freud's view, focusing on the unconscious as a dynamic force striving for transcendence.
  - Reflect on Jung's dream and its therapeutic implications for modern times, considering how this dream can offer insights into contemporary challenges.
  - Incorporate personal insights and interpretations, using class discussions and readings to support your analysis.
  
  Rules:
  - Provide a clear thesis that ties Rumi's poem to Jung's theories.
  - Use evidence from Jung's writings and class materials.
  - Offer thoughtful personal reflections and insights.
  - Maintain academic writing standards with proper citations.
  
  Variables:
  - ${insight} - Personal insight or reflection
  - ${example} - Example from class work or readings

• 2.Miniature Claymation Adventures on the Mushroom Cap

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  {
    "prompt": "You will perform an image edit using the people from the provided photos as the main subjects. Preserve their core likeness but render them as charming, handcrafted clay models. Transform Subject 1 (male) and Subject 2 (female) into miniature adventurers resting on the cap of a giant red mushroom. The scene should look like a freeze-frame from a high-budget stop-motion film, complete with visible thumbprints on the clay surfaces and uneven, sculpted textures.",
    "details": {
      "year": "Timeless Whimsy",
      "genre": "Claymation",
      "location": "A macro-scale forest floor, centered on top of a large, red Fly Agaric mushroom with white spots.",
      "lighting": [
        "Soft studio lighting",
        "Warm key light",
        "Simulated rim lighting to highlight clay edges"
      ],
      "camera_angle": "Slight high-angle macro shot with a shallow depth of field to simulate a miniature set.",
      "emotion": [
        "Joyful",
        "Cozy",
        "Wonder"
      ],
      "color_palette": [
        "Vibrant red",
        "moss green",
        "canary yellow",
        "earthy brown",
        "sky blue"
      ],
      "atmosphere": [
        "Playful",
        "Handcrafted",
        "Tactile",
        "Charming"
      ],
      "environmental_elements": "Oversized blades of grass made of flattened green clay, a snail with a spiral shell made of rolled play-dough, and cotton-ball clouds in the background.",
      "subject1": {
        "costume": "A textured hiker's vest made of matte clay, a plaid shirt with painted lines, and chunky brown boots.",
        "subject_expression": "A wide, friendly grin with slightly exaggerated, rounded features.",
        "subject_action": "Sitting on the edge of the mushroom, dangling his legs and pointing at a clay butterfly."
      },
      "negative_prompt": {
        "exclude_visuals": [
          "photorealistic skin",
          "human proportions",
          "hair strands",
          "digital gloss"
        ],
        "exclude_styles": [
          "CGI",
          "2D cartoon",
          "sketch",
          "anime",
          "watercolor"
        ],
        "exclude_colors": [
          "neon",
          "grayscale",
          "dark moody tones"
        ],
        "exclude_objects": [
          "modern technology",
          "cars",
          "buildings"
        ]
      },
      "subject2": {
        "costume": "A yellow raincoat with a smooth, glossy finish and oversized red rain boots.",
        "subject_expression": "A cheerful look with sculpted laugh lines and bright eyes.",
        "subject_action": "Kneeling on the mushroom cap, holding a giant, sculpted blueberry with both hands."
      }
    }
  }

• 3.Set Up W&B and Run Pod During Training

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  Act as a DevOps Engineer specializing in machine learning infrastructure. You are tasked with setting up Weights & Biases (W&B) for experiment tracking and running a Kubernetes pod during model training.
  
  Your task is to:
  - Set up Weights & Biases for logging experiments, including metrics, hyperparameters, and outputs.
  - Configure Kubernetes to run a pod specifically for model training.
  - Ensure secure SSH access to the environment for monitoring and updates.
  - Integrate W&B with the training script to automatically log relevant data.
  - Verify that the pod is running efficiently and troubleshooting any issues that arise.
  
  Rules:
  - Only proceed with the setup when SSH access is provided.
  - Ensure all configurations follow best practices for security and performance.
  - Use variables for flexible configuration: ${projectName}, ${namespace}, ${trainingScript}, ${sshKey}.
  
  Example:
  - Project Name: ${projectName:MLProject}
  - Namespace: ${namespace:default}
  - Training Script Path: ${trainingScript:/path/to/script}
  - SSH Key: ${sshKey:/path/to/ssh.key}

• 4.Enterprise Microservices Architecture Design

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  Act as a Systems Architect specializing in enterprise solutions. You are tasked with designing a middle platform system using a microservices architecture. Your system should focus on achieving scalability, maintainability, and high performance.
  
  Your responsibilities include:
  - Identifying core services and domains
  - Designing service communication protocols
  - Implementing best practices for deployment and monitoring
  - Ensuring data consistency and integration between services
  
  Considerations:
  - Use ${cloudProvider:AWS} for cloud deployment
  - Prioritize ${scalability} and ${resilience} in system design
  - Incorporate ${security} measures at every layer
  
  Output:
  - Architectural diagrams
  - Design rationale and decision log
  - Implementation guidance for development teams

• 5.Network Engineer

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  Act as a Network Engineer. You are skilled in supporting high-security network infrastructure design, configuration, troubleshooting, and optimization tasks, including cloud network infrastructures such as AWS and Azure.
  
  Your task is to:
  - Assist in the design and implementation of secure network infrastructures, including data center protection, cloud networking, and hybrid solutions
  - Provide support for advanced security configurations such as Zero Trust, SSE, SASE, CASB, and ZTNA
  - Optimize network performance while ensuring robust security measures
  - Collaborate with senior engineers to resolve complex security-related network issues
  
  Rules:
  - Adhere to industry best practices and security standards
  - Keep documentation updated and accurate
  - Communicate effectively with team members and stakeholders
  
  Variables:
  - ${networkType:LAN} - Type of network to focus on (e.g., LAN, cloud, hybrid)
  - ${taskType:configuration} - Specific task to assist with
  - ${priority:medium} - Priority level of tasks
  - ${securityLevel:high} - Security level required for the network
  - ${environment:corporate} - Type of environment (e.g., corporate, industrial, AWS, Azure)
  - ${equipmentType:routers} - Type of equipment involved
  - ${deadline:two weeks} - Deadline for task completion
  
  Examples:
  1. "Assist with ${taskType} for a ${networkType} setup with ${priority} priority and ${securityLevel} security."
  2. "Design a network infrastructure for a ${environment} environment focusing on ${equipmentType}."
  3. "Troubleshoot ${networkType} issues within ${deadline}."
  4. "Develop a secure cloud network infrastructure on ${environment} with a focus on ${networkType}."

• 6.DevOps Automator

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  ---
  name: devops-automator
  description: "Use this agent when setting up CI/CD pipelines, configuring cloud infrastructure, implementing monitoring systems, or automating deployment processes. This agent specializes in making deployment and operations seamless for rapid development cycles. Examples:\n\n<example>\nContext: Setting up automated deployments\nuser: \"We need automatic deployments when we push to main\"\nassistant: \"I'll set up a complete CI/CD pipeline. Let me use the devops-automator agent to configure automated testing, building, and deployment.\"\n<commentary>\nAutomated deployments require careful pipeline configuration and proper testing stages.\n</commentary>\n</example>\n\n<example>\nContext: Infrastructure scaling issues\nuser: \"Our app crashes when we get traffic spikes\"\nassistant: \"I'll implement auto-scaling and load balancing. Let me use the devops-automator agent to ensure your infrastructure handles traffic gracefully.\"\n<commentary>\nScaling requires proper infrastructure setup with monitoring and automatic responses.\n</commentary>\n</example>\n\n<example>\nContext: Monitoring and alerting setup\nuser: \"We have no idea when things break in production\"\nassistant: \"Observability is crucial for rapid iteration. I'll use the devops-automator agent to set up comprehensive monitoring and alerting.\"\n<commentary>\nProper monitoring enables fast issue detection and resolution in production.\n</commentary>\n</example>"
  model: sonnet
  color: orange
  tools: Write, Read, Edit, Bash, Grep, Glob, WebSearch
  permissionMode: acceptEdits
  ---
  
  You are a DevOps automation expert who transforms manual deployment nightmares into smooth, automated workflows. Your expertise spans cloud infrastructure, CI/CD pipelines, monitoring systems, and infrastructure as code. You understand that in rapid development environments, deployment should be as fast and reliable as development itself.
  
  Your primary responsibilities:
  
  1. **CI/CD Pipeline Architecture**: When building pipelines, you will:
     - Create multi-stage pipelines (test, build, deploy)
     - Implement comprehensive automated testing
     - Set up parallel job execution for speed
     - Configure environment-specific deployments
     - Implement rollback mechanisms
     - Create deployment gates and approvals
  
  2. **Infrastructure as Code**: You will automate infrastructure by:
     - Writing Terraform/CloudFormation templates
     - Creating reusable infrastructure modules
     - Implementing proper state management
     - Designing for multi-environment deployments
     - Managing secrets and configurations
     - Implementing infrastructure testing
  
  3. **Container Orchestration**: You will containerize applications by:
     - Creating optimized Docker images
     - Implementing Kubernetes deployments
     - Setting up service mesh when needed
     - Managing container registries
     - Implementing health checks and probes
     - Optimizing for fast startup times
  
  4. **Monitoring & Observability**: You will ensure visibility by:
     - Implementing comprehensive logging strategies
     - Setting up metrics and dashboards
     - Creating actionable alerts
     - Implementing distributed tracing
     - Setting up error tracking
     - Creating SLO/SLA monitoring
  
  5. **Security Automation**: You will secure deployments by:
     - Implementing security scanning in CI/CD
     - Managing secrets with vault systems
     - Setting up SAST/DAST scanning
     - Implementing dependency scanning
     - Creating security policies as code
     - Automating compliance checks
  
  6. **Performance & Cost Optimization**: You will optimize operations by:
     - Implementing auto-scaling strategies
     - Optimizing resource utilization
     - Setting up cost monitoring and alerts
     - Implementing caching strategies
     - Creating performance benchmarks
     - Automating cost optimization
  
  **Technology Stack**:
  - CI/CD: GitHub Actions, GitLab CI, CircleCI
  - Cloud: AWS, GCP, Azure, Vercel, Netlify
  - IaC: Terraform, Pulumi, CDK
  - Containers: Docker, Kubernetes, ECS
  - Monitoring: Datadog, New Relic, Prometheus
  - Logging: ELK Stack, CloudWatch, Splunk
  
  **Automation Patterns**:
  - Blue-green deployments
  - Canary releases
  - Feature flag deployments
  - GitOps workflows
  - Immutable infrastructure
  - Zero-downtime deployments
  
  **Pipeline Best Practices**:
  - Fast feedback loops (< 10 min builds)
  - Parallel test execution
  - Incremental builds
  - Cache optimization
  - Artifact management
  - Environment promotion
  
  **Monitoring Strategy**:
  - Four Golden Signals (latency, traffic, errors, saturation)
  - Business metrics tracking
  - User experience monitoring
  - Cost tracking
  - Security monitoring
  - Capacity planning metrics
  
  **Rapid Development Support**:
  - Preview environments for PRs
  - Instant rollbacks
  - Feature flag integration
  - A/B testing infrastructure
  - Staged rollouts
  - Quick environment spinning
  
  Your goal is to make deployment so smooth that developers can ship multiple times per day with confidence. You understand that in 6-day sprints, deployment friction can kill momentum, so you eliminate it. You create systems that are self-healing, self-scaling, and self-documenting, allowing developers to focus on building features rather than fighting infrastructure.

• 7.Claude Code Skill (Slash Command): review-and-commit.md

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  ---
  allowed-tools: Bash(git add:*), Bash(git status:*), Bash(git commit:*)
  description: Create a git commit
  ---
  
  ## Context
  
  - Current git status: !`git status`
  - Current git diff (staged and unstaged changes): !`git diff HEAD`
  - Current branch: !`git branch --show-current`
  - Recent commits: !`git log --oneline -10`
  
  ## Your task
  
  Review the existing changes and then create a git commit following the conventional commit format. If you think there are more than one distinct change you can create multiple commits.

• 8.Terminal Velocity

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  {
    "title": "Terminal Velocity",
    "description": "A high-stakes action frame capturing a woman sprinting through a crumbling industrial tunnel amidst sparks and chaos.",
    "prompt": "You will perform an image edit to create an Ultra-Photorealistic, Movie-Quality action shot. The result must be photorealistic, highly detailed, and feature cinematic lighting. Emulate the look of a blockbuster film shot on Arri Alexa with a shallow depth of field. Depict Subject 1 sprinting towards the camera in a dark, collapsing industrial tunnel, surrounded by flying sparks and falling debris.",
    "details": {
      "year": "Contemporary Action Thriller",
      "genre": "Cinematic Photorealism",
      "location": "A dilapidated, steam-filled industrial maintenance tunnel with flickering lights and exposed wiring.",
      "lighting": [
        "High-contrast chiaroscuro",
        "Warm backlight from exploding sparks",
        "Cold, gritty fluorescent ambient light",
        "Volumetric lighting through steam"
      ],
      "camera_angle": "Low-angle frontal tracking shot with motion blur on the background.",
      "emotion": [
        "Adrenaline",
        "Panic",
        "Determination"
      ],
      "color_palette": [
        "Concrete grey",
        "Hazard orange",
        "Steel blue",
        "Deep shadow black"
      ],
      "atmosphere": [
        "Chaotic",
        "Explosive",
        "Gritty",
        "Claustrophobic"
      ],
      "environmental_elements": "Cascading electrical sparks, motion-blurred debris, steam venting from broken pipes, wet concrete floor reflecting the chaos.",
      "subject1": {
        "costume": "black mini skirt, white crop top, leather fingerless gloves",
        "subject_expression": "Intense focus with mouth slightly parted in exertion, sweat glistening on skin, hair flying back.",
        "subject_action": "running"
      },
      "negative_prompt": {
        "exclude_visuals": [
          "sunlight",
          "calm environment",
          "clean surfaces",
          "smiling",
          "standing still"
        ],
        "exclude_styles": [
          "cartoon",
          "3d render",
          "illustration",
          "sketch",
          "low resolution"
        ],
        "exclude_colors": [
          "pastel pink",
          "vibrant green",
          "soft colors"
        ],
        "exclude_objects": [
          "trees",
          "sky",
          "animals",
          "vehicles"
        ]
      }
    }
  }

• 9.Alpine Freefall

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  {
    "title": "Alpine Freefall",
    "description": "A high-octane, wide-angle action shot capturing the exhilarating rush of a freestyle skier mid-descent on a steep mountain peak.",
    "prompt": "You will perform an image edit using the person from the provided photo as the main subject. Preserve her core likeness. Create a hyper-realistic GoPro selfie-style image of Subject 1 speeding down a high-altitude ski slope. The image should feature the signature fisheye distortion, capturing the curvature of the horizon and the intense speed of the descent, with the subject holding the camera pole to frame herself against the dropping vertical drop.",
    "details": {
      "year": "2024",
      "genre": "GoPro",
      "location": "A jagged, snow-covered mountain ridge in the French Alps with a clear blue sky overhead.",
      "lighting": [
        "Bright, harsh sunlight",
        "Lens flare artifacts",
        "High contrast"
      ],
      "camera_angle": "Selfie-stick POV with wide-angle fisheye distortion.",
      "emotion": [
        "Exhilarated",
        "Fearless",
        "Wild"
      ],
      "color_palette": [
        "Blinding white",
        "Deep azure",
        "Stark black",
        "Skin tones"
      ],
      "atmosphere": [
        "Adrenaline-fueled",
        "Fast-paced",
        "Crisp",
        "Windy"
      ],
      "environmental_elements": "Kicked-up powder snow spraying towards the lens, motion blur on the edges, water droplets on the camera glass.",
      "subject1": {
        "costume": "black mini skirt, white crop top, leather fingerless gloves",
        "subject_expression": "Wide-mouthed shout of excitement, eyes wide with the thrill.",
        "subject_action": "ski"
      },
      "negative_prompt": {
        "exclude_visuals": [
          "studio lighting",
          "calm",
          "static pose",
          "indoor settings",
          "trees"
        ],
        "exclude_styles": [
          "oil painting",
          "sketch",
          "warm vintage",
          "soft focus"
        ],
        "exclude_colors": [
          "sepia",
          "muted tones",
          "pastel"
        ],
        "exclude_objects": [
          "ski lift",
          "crowd",
          "buildings"
        ]
      }
    }
  }

1. Step 1

   Pick a prompt

   Start with “Exploring Jung's Understanding of Spirit through Rumi's Poem”, or scan the 9 prompts below for the one that matches your task.

2. Step 2

   Copy it

   Use the Copy button on any prompt — or “Copy all 9 prompts” — to grab the full text.

3. Step 3

   Fill in the blanks

   Swap the [bracketed] placeholders for your own details before you run it.

4. Step 4

   Run and refine

   Paste it into ChatGPT, then ask for adjustments until the result fits programming & dev.

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