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]


Q:

How to I disable git-lfs?

I have a repository on bitbucket that is using LFS. Since using it for some time, I've decided to move the repository back to a space under my control. The only reason I used LFS in the first place was to effectively double my repository size limit (as files in LFS go in a separate bucket) but now I'm moving it, I no longer need to do this.
I need a way to trawl through the entire git history, removing all traces of the work git LFS does (so all files are committed 'normally'). Once this is done, I intend to force push to the new repository.
I've done quite a bit of searching, and come across suggested solutions but I don't understand how to implement/run them because they are high-level.
How do I wave goodbye to git LFS?

A:

Update current commit only
If you want to move off LFS, but are not so worried about fixing the entire git history, you can do the following;
git lfs uninstall
touch **/*
git commit -a

This will uninstall LFS support, touch every single file (so that git recognises that is has changed) then commit them all. If you like you could be more specific (ie, **/*.png for example). Note that using ** requires extended glob support enabled (shopt -s globstar on bash)
Update entire history
This worked for me - but it throws lots of errors (I think I'm getting an error for every commit that a file hasn't been added to LFS in) and takes a long time (roughly 2-3 seconds per commit).
git lfs uninstall
git filter-branch -f --prune-empty --tree-filter '
  git lfs checkout
  git lfs ls-files | cut -d " " -f 3 | xargs touch
  git rm -f .gitattributes
  git lfs ls-files | cut -d " " -f 3 | git add
' --tag-name-filter cat -- --all

It uninstalls git LFS support (theoretically preventing LFS from messing with the index) then for each commit it makes sure the LFS files are checked out properly, then touches them all (so git realises they have changed), removes the settings for LFS found in .gitattributes so that when cloning it doesn't keep trying to use LFS, then adds the real file to the index.
After you do the above, you will need to do a force push. Naturally, that'll throw anyone else working on your repo into a detached head state - so doing this during a code freeze is wise. Afterwards, it's probably easiest to get everyone to do a fresh clone.

A:

git lfs migrate export
From git lfs migrate help:

Export
The export mode migrates Git LFS pointer files present in the Git history out
  of Git LFS, converting them into their corresponding object files.

Example Workflow

Verify you actually have LFS files with git lfs ls-files.
Remove all filter=lfs lines from ALL the .gitattributes files in your repo. .gitattributes can live anywhere so make sure you find them all otherwise this can cause migration issues later.
Commit any changes you made to .gitattributes.
Make sure you have no changes with git status.
Run the migration: git lfs migrate export --everything --include .
Run git status to make sure you have no changes. If you left .gitattributes with filter=lfs you might incorrectly have changes now.
Verify all the previously listed LFS files are no longer present with git lfs ls-files.
Inspect files (e.g., open formerly LFS files to make sure they aren't corrupt) and run your build to make sure everything works.

Tips

Run on case sensitive file system, in case you have file system collisions (e.g. ./LICENSE and ./License) at some point.
Git rid of all your filter=lfs lines from ALL your .gitattributes.
You may also want to delete LFS remains in .git/hooks directory: pre-commit, post-commit, post-checkout, post-merge.
With $GIT_TRACE=1 there should be no sign of ...trace git-lfs: filepathfilter: accepting...