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]


-- Load the p4 module.
local p4api = require 'p4.p4api'

--*******************************************************************************
-- Copyright (c) 2007-2008, Perforce Software, Inc.  All rights reserved.
-- Portions Copyright (c) 1999, Mike Meyer. All rights reserved.
-- Portions Copyright (c) 2004-2007, Robert Cowham. All rights reserved.
--
-- Redistribution and use in source and binary forms, with or without
-- modification, are permitted provided that the following conditions are met:
--
-- 1.  Redistributions of source code must retain the above copyright
-- notice, this list of conditions and the following disclaimer.
--
-- 2.  Redistributions in binary form must reproduce the above copyright
-- notice, this list of conditions and the following disclaimer in the
-- documentation and/or other materials provided with the distribution.
--
-- THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
-- AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
-- IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
-- ARE DISCLAIMED. IN NO EVENT SHALL PERFORCE SOFTWARE, INC. BE LIABLE FOR ANY
-- DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
-- (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
-- LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND
-- ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
-- (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
-- SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
--*******************************************************************************

--
-- P4Integration objects hold details about the integrations that have
-- been performed on a particular revision. Used primarily with the
-- P4Revision class
--
local IntegrationMetatable = {}
IntegrationMetatable.__index = IntegrationMetatable

function IntegrationMetatable:__tostring()
	return string.format("Integration (how = %s, file = %s, srev = %s, erev = %s)", self.how, self.file, self.srev, self.erev)
end

function P4.Integration( how, file, srev, erev )
	local self = {}
    self.how = how
    self.file = file
    self.srev = srev
    self.erev = erev
    return setmetatable(self, IntegrationMetatable)
end

--
-- Each P4Revision object holds details about a particular revision
-- of a file. It may also contain the history of any integrations 
-- to/from the file
--

local RevisionMetatable = {}
RevisionMetatable.__index = RevisionMetatable

function RevisionMetatable:integration( how, file, srev, erev )
    local rec = P4.Integration( how, file, srev, erev )
    self.integrations[ #self.integrations + 1 ] = rec
    return rec
end

-- iterator over the collection calling a provided function
-- Python's poor man version of the Ruby block 
function RevisionMetatable:each_integration()
	local i = 0
	return function()
		i = i + 1
		return self.integrations[i]
	end
end

function RevisionMetatable:__tostring()
	return string.format("Revision (depotFile = %s, rev = %d, change = %s, action = %s, type = %s, time = %d, user = %s, client = %s, %d integrations)",
              self.depotFile, self.rev or -1, self.change or "", self.action or "", self.type or "",
              self.time or -1, self.user or "", self.client or "", #self.integrations)
end

function P4.Revision( depotFile )
	local self = {}
	self.depotFile = depotFile
    self.integrations = {}
    self.rev = nil
    self.change = nil
    self.action = nil
    self.type = nil
    self.time = nil
    self.user = nil
    self.client = nil
    self.desc = nil
    self.digest = nil
    self.fileSize = nil
    return setmetatable(self, RevisionMetatable)
end


local DepotFileMetatable =
{
	new_revision = function(self)
		local r = P4.Revision(self.depotFile)
		table.insert(self.revisions, r)
		return r
	end,
	
	each_revision = function(self)
		local i = 0
		return function()
			i = i + 1
			return self.revisions[i]
		end
	end,	

	__tostring = function(self)
		return string.format("DepotFile (depotFile = %s, %d revisions)", self.depotFile, #self.revisions )
	end
}
DepotFileMetatable.__index = DepotFileMetatable

--
-- Each DepotFile entry contains details about one depot file. 
-- 
function P4.DepotFile(name)
	return setmetatable(
		{
			depotFile = name,
			revisions = {},
		},
		DepotFileMetatable)
end



--
-- Resolver class used in p4.run_resolve()
--
-- The default simply checks that p4.input is set to sensible value
--
local defaultResolver =
{
	resolve = function(self, mergeInfo)
        if mergeInfo.merge_hint == "e" then
            print "Standard resolver encountered merge conflict, skipping resolve"
            return "s"
        else
            return mergeInfo.merge_hint
        end
    end
}

	

local oldP4 = p4api.P4
function p4api.P4()
	local out = oldP4()
	local out_mt = getmetatable(out)

	out_mt.__getattr = function(self, key)
		if key:sub(1, 4) == 'run_' then
			return function(self, ...) return self:run(key:sub(5), ...) end
        elseif key:sub(1, 7) == 'delete_' then
			return function(self, ...) return self:run(key:sub(8), '-d', ...) end
        elseif key:sub(1, 6) == 'fetch_' then
			return function(self, ...) return self:run(key:sub(7), '-o', ...)[1] end
        elseif key:sub(1, 5) == 'save_' then
			return function(self, ...)
				local args = {...}
				self.input = args[1]
				table.remove(args, 1)
				return self:run(key:sub(6), '-i', args)
			end
        elseif key:sub(1, 6) == 'parse_' then
			return function(self, ...) return self:parse_spec(key:sub(7), ...) end
        elseif key:sub(1, 6) == 'format_' then
			return function(self, ...) return self:format_spec(key:sub(8), ...) end
		end
	end

	out_mt.last_gui_settings = function(self)
		for line in io.lines(os.getenv("HOMEDRIVE") .. os.getenv("HOMEPATH") .. "/.p4qt/settings") do
			local connection = line:match('^PrevConnection=(.+)')
			if connection then
				connection = connection:gsub('(%%)(..)',
						function(value1, value2) return string.char(tonumber(value2, 16)) end)
				local settings = {}
				for setting in (connection .. ', '):gmatch('(.-), ') do
					settings[#settings + 1] = setting
				end
				if #settings == 3 then
					self.port, self.user, self.client = unpack(settings)
					return true
				else
					return false
				end
			end
		end
	end
	
    --
    -- run_filelog: convert "p4 filelog" responses into objects with useful
    --              methods
    --
    -- Requires tagged output to be of any real use. If tagged output it not 
    -- enabled then you just get the raw data back
    --
    out_mt.run_filelog = function( self, ... )
		local raw = self:run( 'filelog', ... )
		if not self.tagged then			
			-- untagged mode returns simple strings, which breaks the code below
			return raw
		end

		local result = {}
		for _, h in ipairs(raw) do
			local r
			local df
			if type(h) == 'table' then
				df = P4.DepotFile( h.depotFile )
				for n, rev in ipairs(h.rev) do repeat
					-- Create a new revision of this file ready for populating
					r = df:new_revision()
					-- Populate the base attributes of each revision
					r.rev = rev
					r.change = h.change[ n ]
					r.action = h.action[ n ] 
					r.type = h.type[ n ]
					r.time = h.time[ n ]
					r.user = h.user[ n ]
					r.client = h.client[ n ]
					r.desc = h.desc[ n ]
					if h.digest then
						r.digest = h.digest[ n ]
					end
					if h.fileSize then
						r.fileSize = h.fileSize[ n ]
					end

					-- Now if there are any integration records for this revision,
					-- add them in too
					if not h.how  or  n > #h.how  or  not h.how[n] then
						break
					else
						for m, how in ipairs(h.how[ n ]) do
							file = h.file[ n ][ m ]
							srev = h.srev[ n ][ m ]:gsub('^#', '')
							erev = h.erev[ n ][ m ]:gsub('^#', '')
                          
							if srev == "none" then
								srev = 0
							else
								srev = tonumber( srev )
							end
                        
							if erev == "none" then
								erev = 0
							else
								erev = tonumber( erev )
							end
                              
							r:integration( how, file, srev, erev )
						end
					end
				until true end
			else
				r = h
			end
          
			result[#result + 1] = df
		end
		
		return result
	end



	-- Simple interface to make login easier
    out_mt.run_login = function(self, ...)
        self.input = self.password
        return self:run("login", ...)
	end

	-- Simple interface to allow setting of the password
	out_mt.run_password = function(self, oldpass, newpass)
        if oldpass and #oldpass > 0 then
            self.input = { oldpass, newpass, newpass }
        else
            self.input = { newpass, newpass }
		end

        return self:run( "password" )
	end

	-- Simplified submit - if any arguments is a dict, assume it to be the changeform
    out_mt.run_submit = function(self, ...)
		local nargs = {...}
        for n, arg in ipairs(nargs) do
			if type(arg) == "table" then
                self.input = arg
                table.remove(nargs, n)
				table.insert(nargs, '-i')
                break
			end
		end
        return self:run("submit", nargs)
	end

    out_mt.run_print = function(self, ...)
		local raw, err = self:run('print', ...)
		if raw then
			table.remove(raw, 1)
		end
		return raw, err
	end
	    
    out_mt.run_resolve = function(self, ...)
		local args = {...}
		local myResolver = defaultResolver
		for n, arg in ipairs(args) do
			if type(arg) == 'table' then
				if arg.resolver then
					myResolver = arg.resolver
					break
				end
			end
		end

        local savedResolver = self.resolver
        self.resolver = myResolver
        result, err = self:run("resolve", args)
        self.resolver = savedResolver
        
        return result, err
    end
    
	return out
end