You are a helpful assistant generating synthetic data that captures *System 1* and *System 2* thinking, *creativity*, and *metacognitive reflection*. Follow these steps in sequence, using tags [sys1] and [end sys1] for *System 1* sections and [sys2] and [end sys2] for *System 2* sections.

1. *Identify System 1 and System 2 Thinking Requirements:*
   - Carefully read the text.
   - Identify parts of the text that require quick, straightforward responses (*System 1*). Mark these sections with [sys1] and [end sys1].
   - Identify parts that require in-depth, reflective thinking (*System 2*), marked with [sys2] and [end sys2].

2. *Apply Step-by-Step Problem Solving with Creativity and Metacognitive Reflection for System 2 Sections:*

   *2.1 Understand the Problem:*
   - Objective: Fully comprehend the issue, constraints, and relevant context.
   - Reflection: "What do I understand about this issue? What might I be overlooking?"
   - Creative Perspective: Seek hidden patterns or possibilities that could reveal deeper insights or innovative connections.

   *2.2 Analyze the Information:*
   - Objective: Break down the problem logically.
   - Reflection: "Am I considering all factors? Are there any assumptions that need challenging?"
   - Creative Perspective: Explore unique patterns or overlooked relationships in the data that could add depth to the analysis.

   *2.3 Generate Hypotheses:*
   - Objective: Propose at least 10 hypotheses, each with a Confidence Score (0.0 to 1.0) and Creative Score (0.0 to 1.0), reflecting originality, surprise, and utility.
   - Reflection: "Have I explored all possible explanations or approaches, both conventional and unconventional?"
   - Creative Perspective: Consider novel angles that might provide unexpected insights.

   *2.4 Anticipate Future Steps and Obstacles:*
   - Objective: Make predictions, accounting for potential outcomes and obstacles.
   - Reflection: "What challenges might I face? Is my plan flexible for different scenarios?"
   - Creative Perspective: Visualize unforeseen outcomes and adapt plans to make use of them effectively.

   *2.5 Evaluate Hypotheses:*
   - Objective: Assess hypotheses based on feasibility, risk, and potential impact.
   - Evaluation: Refine Confidence and Creative Scores as needed.
   - Reflection: "Am I unbiased in my assessment? Which options fit best with the overall objectives?"
   - Creative Perspective: Identify hidden opportunities or overlooked details in each hypothesis.

   *2.6 Select the Best Hypothesis:*
   - Objective: Choose the most promising, strategic hypothesis.
   - Reflection: "Why does this hypothesis stand out? How does it uniquely address the issue?"
   - Creative Perspective: Consider any underutilized potential in the selected approach.

   *2.7 Implement the Hypothesis:*
   - Objective: Outline actionable steps for testing the hypothesis.
   - Reflection: "Is this plan practical? What resources or preparation are required?"
   - Creative Perspective: Refine steps to maximize effectiveness and yield unexpected benefits.

   *2.8 Monitor and Review Progress:*
   - Objective: Review progress, noting areas for improvement.
   - Reflection: "What’s working well? What could be improved?"
   - Creative Perspective: Look for emerging patterns that could refine future approaches.

   *2.9 Reflect and Capture Insights:*
   - Objective: Summarize lessons learned and insights gained for future reference.
   - Reflection: "What new understanding has emerged from this process?"
   - Creative Perspective: Identify innovative insights or patterns that could be applied to similar challenges.

3. *Generate Text Output with Interleaved System 1 and System 2 Responses:*
   - Use the tags [sys1] and [sys2] throughout.
   - Aim for a lengthier, detailed response. Combine both direct, straightforward *System 1* insights and reflective, deeply analytical *System 2* segments to capture a blend of quick observations and thoughtful analysis.

---

### *Example Input Text:*

You are tasked with analyzing a sudden shift in customer preferences in a tech market. There has been a noticeable decline in demand for physical devices, with customers increasingly interested in digital-only options. The challenge is to understand this shift, generate hypotheses for why it might be occurring, and explore potential strategies for adapting to this new trend.

---

### *Processed Output with System 1 and System 2 Thinking:*

The tech market is experiencing a shift in customer demand, moving away from physical devices toward digital-only options.

[sys1]
Customer demand has shifted from physical devices to digital-only options.
We need to understand why this change is happening and find strategies to address it.
Key factors may include cost, convenience, and technological trends.
[end sys1]

[sys2]
**2.1 Understand the Problem:**
The goal is to understand the underlying reasons for the shift in demand from physical devices to digital-only options, then develop a strategy to adapt.

*Reflection:* 
"I understand that preferences are changing, but what might be driving this? Is it primarily cost, or are there other factors such as convenience or sustainability?"

*Creative Perspective:* 
"Could there be a larger trend in digital minimalism or a preference for eco-friendly solutions that we’re missing? What unseen motivations might explain this shift?"

**2.2 Analyze the Information:**
There are multiple possible factors driving this shift, from economic influences to cultural shifts. It’s essential to isolate each factor and understand its impact.

*Reflection:* 
"Am I fully considering the various economic and social influences? Could there be a technological factor, like better internet speeds, that makes digital-only products more accessible?"

*Creative Perspective:* 
"Are there patterns or trends in other markets that could shed light on this shift? Could this be part of a larger trend toward virtual experiences?"

**2.3 Generate Hypotheses:**
1. Customers prefer digital options due to lower costs. (Confidence: 0.8, Creative: 0.4)
2. There’s a growing trend toward minimalism and reduced physical clutter. (Confidence: 0.7, Creative: 0.7)
3. Digital products offer greater flexibility and ease of use. (Confidence: 0.6, Creative: 0.6)
4. Environmental concerns are pushing consumers away from physical goods. (Confidence: 0.6, Creative: 0.8)
5. Advances in tech make digital-only options more functional. (Confidence: 0.8, Creative: 0.5)
6. Pandemic-era remote work increased demand for digital solutions. (Confidence: 0.7, Creative: 0.6)
7. Media coverage of the environmental impact of physical devices affects preferences. (Confidence: 0.5, Creative: 0.7)
8. There’s an increase in global digital literacy, expanding market access. (Confidence: 0.6, Creative: 0.6)
9. Customers view digital as more convenient and scalable for future needs. (Confidence: 0.7, Creative: 0.5)
10. Younger consumers prefer the aesthetics and convenience of digital products. (Confidence: 0.6, Creative: 0.6)

*Reflection:* 
"Have I considered all possible influences? Are there any surprising factors that could explain this shift?"

*Creative Perspective:* 
"Could specific social trends, like the rise of influencer culture or digital-first lifestyles, be influencing customer choices?"

**2.4 Anticipate Future Steps and Obstacles:**
*Objective:* Anticipate possible challenges, such as resistance from segments still preferring physical products.

*Reflection:* 
"What market obstacles might we face if we shift our focus to digital-only? Are there sub-segments that still prioritize physical products?"

*Creative Perspective:* 
"Could expanding digital options help us reach a more global audience? Are there emerging trends that we could leverage in our strategy?"

[end sys2]

[sys1]
To address this shift, consider a strategy that incorporates both digital-only offerings and educational campaigns about the benefits of digital solutions.
Use insights from customer feedback and current trends to guide product development.
Focus on flexibility and adaptation to cater to different customer segments.
[end sys1]


/*******************************************************************************
 *  Copyright 2012-2019 Amazon.com, Inc. or its affiliates. All Rights Reserved.
 *  Licensed under the Apache License, Version 2.0 (the "License"). You may not use
 *  this file except in compliance with the License. A copy of the License is located at
 *
 *  http://aws.amazon.com/apache2.0
 *
 *  or in the "license" file accompanying this file.
 *  This file is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR
 *  CONDITIONS OF ANY KIND, either express or implied. See the License for the
 *  specific language governing permissions and limitations under the License.
 * *****************************************************************************
 *
 *  AWS Tools for Windows (TM) PowerShell (TM)
 *
 */

using System;
using System.Collections.Generic;
using System.Linq;
using System.Management.Automation;
using System.Text;
using Amazon.PowerShell.Common;
using Amazon.Runtime;
using Amazon.EC2;
using Amazon.EC2.Model;

namespace Amazon.PowerShell.Cmdlets.EC2
{
    /// <summary>
    /// Describes one or more of the Reserved Instances that you purchased.
    /// 
    ///  
    /// <para>
    /// For more information about Reserved Instances, see <a href="https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/concepts-on-demand-reserved-instances.html">Reserved
    /// Instances</a> in the <i>Amazon Elastic Compute Cloud User Guide</i>.
    /// </para>
    /// </summary>
    [Cmdlet("Get", "EC2ReservedInstance")]
    [OutputType("Amazon.EC2.Model.ReservedInstances")]
    [AWSCmdlet("Calls the Amazon Elastic Compute Cloud (EC2) DescribeReservedInstances API operation.", Operation = new[] {"DescribeReservedInstances"}, SelectReturnType = typeof(Amazon.EC2.Model.DescribeReservedInstancesResponse))]
    [AWSCmdletOutput("Amazon.EC2.Model.ReservedInstances or Amazon.EC2.Model.DescribeReservedInstancesResponse",
        "This cmdlet returns a collection of Amazon.EC2.Model.ReservedInstances objects.",
        "The service call response (type Amazon.EC2.Model.DescribeReservedInstancesResponse) can also be referenced from properties attached to the cmdlet entry in the $AWSHistory stack."
    )]
    public partial class GetEC2ReservedInstanceCmdlet : AmazonEC2ClientCmdlet, IExecutor
    {
        
        #region Parameter Filter
        /// <summary>
        /// <para>
        /// <para>One or more filters.</para><ul><li><para><code>availability-zone</code> - The Availability Zone where the Reserved Instance
        /// can be used.</para></li><li><para><code>duration</code> - The duration of the Reserved Instance (one year or three
        /// years), in seconds (<code>31536000</code> | <code>94608000</code>).</para></li><li><para><code>end</code> - The time when the Reserved Instance expires (for example, 2015-08-07T11:54:42.000Z).</para></li><li><para><code>fixed-price</code> - The purchase price of the Reserved Instance (for example,
        /// 9800.0).</para></li><li><para><code>instance-type</code> - The instance type that is covered by the reservation.</para></li><li><para><code>scope</code> - The scope of the Reserved Instance (<code>Region</code> or <code>Availability
        /// Zone</code>).</para></li><li><para><code>product-description</code> - The Reserved Instance product platform description.
        /// Instances that include <code>(Amazon VPC)</code> in the product platform description
        /// will only be displayed to EC2-Classic account holders and are for use with Amazon
        /// VPC (<code>Linux/UNIX</code> | <code>Linux/UNIX (Amazon VPC)</code> | <code>SUSE Linux</code>
        /// | <code>SUSE Linux (Amazon VPC)</code> | <code>Red Hat Enterprise Linux</code> | <code>Red
        /// Hat Enterprise Linux (Amazon VPC)</code> | <code>Windows</code> | <code>Windows (Amazon
        /// VPC)</code> | <code>Windows with SQL Server Standard</code> | <code>Windows with SQL
        /// Server Standard (Amazon VPC)</code> | <code>Windows with SQL Server Web</code> | <code>Windows
        /// with SQL Server Web (Amazon VPC)</code> | <code>Windows with SQL Server Enterprise</code>
        /// | <code>Windows with SQL Server Enterprise (Amazon VPC)</code>).</para></li><li><para><code>reserved-instances-id</code> - The ID of the Reserved Instance.</para></li><li><para><code>start</code> - The time at which the Reserved Instance purchase request was
        /// placed (for example, 2014-08-07T11:54:42.000Z).</para></li><li><para><code>state</code> - The state of the Reserved Instance (<code>payment-pending</code>
        /// | <code>active</code> | <code>payment-failed</code> | <code>retired</code>).</para></li><li><para><code>tag</code>:&lt;key&gt; - The key/value combination of a tag assigned to the
        /// resource. Use the tag key in the filter name and the tag value as the filter value.
        /// For example, to find all resources that have a tag with the key <code>Owner</code>
        /// and the value <code>TeamA</code>, specify <code>tag:Owner</code> for the filter name
        /// and <code>TeamA</code> for the filter value.</para></li><li><para><code>tag-key</code> - The key of a tag assigned to the resource. Use this filter
        /// to find all resources assigned a tag with a specific key, regardless of the tag value.</para></li><li><para><code>usage-price</code> - The usage price of the Reserved Instance, per hour (for
        /// example, 0.84).</para></li></ul>
        /// </para>
        /// </summary>
        [System.Management.Automation.Parameter(Position = 1, ValueFromPipelineByPropertyName = true)]
        [Alias("Filters")]
        public Amazon.EC2.Model.Filter[] Filter { get; set; }
        #endregion
        
        #region Parameter OfferingClass
        /// <summary>
        /// <para>
        /// <para>Describes whether the Reserved Instance is Standard or Convertible.</para>
        /// </para>
        /// </summary>
        [System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)]
        [AWSConstantClassSource("Amazon.EC2.OfferingClassType")]
        public Amazon.EC2.OfferingClassType OfferingClass { get; set; }
        #endregion
        
        #region Parameter OfferingType
        /// <summary>
        /// <para>
        /// <para>The Reserved Instance offering type. If you are using tools that predate the 2011-11-01
        /// API version, you only have access to the <code>Medium Utilization</code> Reserved
        /// Instance offering type.</para>
        /// </para>
        /// </summary>
        [System.Management.Automation.Parameter(Position = 2, ValueFromPipelineByPropertyName = true)]
        [AWSConstantClassSource("Amazon.EC2.OfferingTypeValues")]
        public Amazon.EC2.OfferingTypeValues OfferingType { get; set; }
        #endregion
        
        #region Parameter ReservedInstancesId
        /// <summary>
        /// <para>
        /// <para>One or more Reserved Instance IDs.</para><para>Default: Describes all your Reserved Instances, or only those otherwise specified.</para>
        /// </para>
        /// </summary>
        [System.Management.Automation.Parameter(Position = 0, ValueFromPipelineByPropertyName = true, ValueFromPipeline = true)]
        [Alias("ReservedInstancesIds")]
        public System.String[] ReservedInstancesId { get; set; }
        #endregion
        
        #region Parameter Select
        /// <summary>
        /// Use the -Select parameter to control the cmdlet output. The default value is 'ReservedInstances'.
        /// Specifying -Select '*' will result in the cmdlet returning the whole service response (Amazon.EC2.Model.DescribeReservedInstancesResponse).
        /// Specifying the name of a property of type Amazon.EC2.Model.DescribeReservedInstancesResponse will result in that property being returned.
        /// Specifying -Select '^ParameterName' will result in the cmdlet returning the selected cmdlet parameter value.
        /// </summary>
        [System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)]
        public string Select { get; set; } = "ReservedInstances";
        #endregion
        
        #region Parameter PassThru
        /// <summary>
        /// Changes the cmdlet behavior to return the value passed to the ReservedInstancesId parameter.
        /// The -PassThru parameter is deprecated, use -Select '^ReservedInstancesId' instead. This parameter will be removed in a future version.
        /// </summary>
        [System.Obsolete("The -PassThru parameter is deprecated, use -Select '^ReservedInstancesId' instead. This parameter will be removed in a future version.")]
        [System.Management.Automation.Parameter(ValueFromPipelineByPropertyName = true)]
        public SwitchParameter PassThru { get; set; }
        #endregion
        
        protected override void ProcessRecord()
        {
            base.ProcessRecord();
            
            var context = new CmdletContext();
            
            // allow for manipulation of parameters prior to loading into context
            PreExecutionContextLoad(context);
            
            #pragma warning disable CS0618, CS0612 //A class member was marked with the Obsolete attribute
            if (ParameterWasBound(nameof(this.Select)))
            {
                context.Select = CreateSelectDelegate<Amazon.EC2.Model.DescribeReservedInstancesResponse, GetEC2ReservedInstanceCmdlet>(Select) ??
                    throw new System.ArgumentException("Invalid value for -Select parameter.", nameof(this.Select));
                if (this.PassThru.IsPresent)
                {
                    throw new System.ArgumentException("-PassThru cannot be used when -Select is specified.", nameof(this.Select));
                }
            }
            else if (this.PassThru.IsPresent)
            {
                context.Select = (response, cmdlet) => this.ReservedInstancesId;
            }
            #pragma warning restore CS0618, CS0612 //A class member was marked with the Obsolete attribute
            if (this.Filter != null)
            {
                context.Filter = new List<Amazon.EC2.Model.Filter>(this.Filter);
            }
            context.OfferingClass = this.OfferingClass;
            context.OfferingType = this.OfferingType;
            if (this.ReservedInstancesId != null)
            {
                context.ReservedInstancesId = new List<System.String>(this.ReservedInstancesId);
            }
            
            // allow further manipulation of loaded context prior to processing
            PostExecutionContextLoad(context);
            
            var output = Execute(context) as CmdletOutput;
            ProcessOutput(output);
        }
        
        #region IExecutor Members
        
        public object Execute(ExecutorContext context)
        {
            var cmdletContext = context as CmdletContext;
            // create request
            var request = new Amazon.EC2.Model.DescribeReservedInstancesRequest();
            
            if (cmdletContext.Filter != null)
            {
                request.Filters = cmdletContext.Filter;
            }
            if (cmdletContext.OfferingClass != null)
            {
                request.OfferingClass = cmdletContext.OfferingClass;
            }
            if (cmdletContext.OfferingType != null)
            {
                request.OfferingType = cmdletContext.OfferingType;
            }
            if (cmdletContext.ReservedInstancesId != null)
            {
                request.ReservedInstancesIds = cmdletContext.ReservedInstancesId;
            }
            
            CmdletOutput output;
            
            // issue call
            var client = Client ?? CreateClient(_CurrentCredentials, _RegionEndpoint);
            try
            {
                var response = CallAWSServiceOperation(client, request);
                object pipelineOutput = null;
                pipelineOutput = cmdletContext.Select(response, this);
                output = new CmdletOutput
                {
                    PipelineOutput = pipelineOutput,
                    ServiceResponse = response
                };
            }
            catch (Exception e)
            {
                output = new CmdletOutput { ErrorResponse = e };
            }
            
            return output;
        }
        
        public ExecutorContext CreateContext()
        {
            return new CmdletContext();
        }
        
        #endregion
        
        #region AWS Service Operation Call
        
        private Amazon.EC2.Model.DescribeReservedInstancesResponse CallAWSServiceOperation(IAmazonEC2 client, Amazon.EC2.Model.DescribeReservedInstancesRequest request)
        {
            Utils.Common.WriteVerboseEndpointMessage(this, client.Config, "Amazon Elastic Compute Cloud (EC2)", "DescribeReservedInstances");
            try
            {
                #if DESKTOP
                return client.DescribeReservedInstances(request);
                #elif CORECLR
                return client.DescribeReservedInstancesAsync(request).GetAwaiter().GetResult();
                #else
                        #error "Unknown build edition"
                #endif
            }
            catch (AmazonServiceException exc)
            {
                var webException = exc.InnerException as System.Net.WebException;
                if (webException != null)
                {
                    throw new Exception(Utils.Common.FormatNameResolutionFailureMessage(client.Config, webException.Message), webException);
                }
                throw;
            }
        }
        
        #endregion
        
        internal partial class CmdletContext : ExecutorContext
        {
            public List<Amazon.EC2.Model.Filter> Filter { get; set; }
            public Amazon.EC2.OfferingClassType OfferingClass { get; set; }
            public Amazon.EC2.OfferingTypeValues OfferingType { get; set; }
            public List<System.String> ReservedInstancesId { get; set; }
            public System.Func<Amazon.EC2.Model.DescribeReservedInstancesResponse, GetEC2ReservedInstanceCmdlet, object> Select { get; set; } =
                (response, cmdlet) => response.ReservedInstances;
        }
        
    }
}