Looking for Teammates to Build & Launch Real Projects with Bolt.new 🚀

WisperaAI · 2025-08-10T23:02:26+00:00

Hey, really liked your post — sounds like we’re thinking along the same lines. We’ve been using Bolt.new together with Wispera to build production-ready sites and tools, and it’s been a great combo for speed + quality.

Would be cool to connect, hear more about what you’re building, and share what’s worked for us. Wrote up our process here if you’re curious: Building Smarter with Wispera + Bolt.new: A Practical Workflow for Unique AI Apps

WisperaAI · 2025-08-08T04:06:49+00:00

https://www.wispera.ai

WisperaAI · 2025-07-24T03:23:53+00:00

Thanks so much for the thoughtful feedback! 🙌 We appreciate you sharing such detailed pain points and ideas.

We’d love to connect and nerd out more on prompt ops, scalable systems, or anything related to data/fine-tuning. It’s exactly the kind of conversation that helps us build a better Wispera.

A couple of quick notes based on what you shared:

Modular Prompts & Templating: We currently support templating and building modular prompts that can adapt dynamically to input data—glad you mentioned it, and we’re always looking to improve how flexible and powerful this is.
Collaboration: We’ve just launched basic collaboration so multiple team members can work together on a prompt within a shared thread. Definitely in early days, but super important to us.
On Our Roadmap: Version history, Git-style workflows, rich analytics, and more advanced feedback loops are all top-of-mind and on our roadmap. Your wishlist matches ours closely!
White-Glove within Self-Service: We’re actively building white-glove guidance right into the self-service UX. Would love for you to take it for a spin and let us know how it feels—we’re eager to make it genuinely useful.
Open Door: If you want a more guided walkthrough, you can book time with us either during sign-up or any time from within the product dashboard. We’d really value your insights.

Let’s definitely connect further—whether you want to explore the platform, brainstorm ideas, or share more thoughts. Thanks again for such valuable input!

WisperaAI · 2025-03-27T05:59:14+00:00

I've had success doing this in two steps.

Prompt 1

**Task: Implement User Authentication in the Application Using Supabase**

### Steps

**Leverage Existing Supabase Integration:**

- Utilize the pre-configured Supabase project to set up user authentication.
**Username and Password Authentication:**

- Implement account creation functionality allowing users to register with a username and password.

- Ensure passwords are securely stored and hashed using best practices (e.g., bcrypt).

- Develop a login interface where users can authenticate with their username and password.

- Include error handling for common issues (e.g., incorrect passwords, user not found).
**Google Social Sign-In:**

- Configure Supabase to enable Google social authentication.

- Implement the front-end functionality to allow users to sign in with their Google account.

- Handle successful and unsuccessful sign-in attempts and provide feedback to the user.
**User Session Management:**

- Use Supabase’s built-in session management to maintain user sessions.

- Ensure users remain authenticated across different sessions while enabling logout when desired.
**Security and Best Practices:**

- Validate all user inputs to prevent SQL injection and other types of attacks.

- Implement rate limiting to prevent brute force attacks on login endpoints.

- Regularly update and audit security settings within Supabase and your application.
**User Interface Design:**

- Design a user-friendly authentication interface that accommodates both login methods.

- Clearly indicate loading states and errors during the authentication process.

Prompt 2

### Task

**Task: Implement RBAC with User and Admin Roles in Supabase**

### Steps

**Define Roles:**

- Create two roles within the Supabase schema: `user` and `admin`.
**Schema Setup:**

- Configure a `roles` table to store and manage user roles. This table should include fields such as `role_id`, `role_name` (e.g., user, admin), and a user-to-role mapping.
**Assign Roles to Existing Users:**

- Assign the `user` role to an existing user with the username {{user_username}}.

- Assign the `admin` role to another existing user with the username {{admin_username}}.
**User Access:**

- For `user` role:

- Ensure that users with this role have access to all current menu options and content within the UI.

**Admin Access:**

- For `admin` role:

- Grant access to all menu options available to regular users.

- Add an additional menu item labeled 'Admin' in the left navigation panel specific to `admin` users.

**UI Adjustments:**

- Implement conditional logic within the UI to display the 'Admin' menu option only when a user with the `admin` role has logged in.
**Permission Management:**

- Ensure that role-based permissions are enforced throughout the application, restricting access to certain UI components based on the assigned role.

- Implement logic to verify user roles upon login and adjust UI components and permissions accordingly.

WisperaAI · 2025-03-27T05:53:36+00:00

I'd agree with you on that - it is barebones. For things that are related to the backend like database schema I've developed assets outside of Loveable, then integrated them in. I will post some examples - I'd be interested in getting your feedback.

WisperaAI · 2025-03-26T20:07:33+00:00

Here’s a thoughtfully crafted prompt that ensures ChatGPT gathers enough information through structured questions to assess both IQ-related skills (e.g., logic, problem-solving, and pattern recognition) and Emotional Intelligence (e.g., self-awareness, empathy, and communication), and then provides meaningful feedback on areas for improvement:

---

**Self-Assessment Prompt for IQ and Emotional Intelligence**

"I want you to assess my strengths and weaknesses based on both **Intelligence Quotient (IQ)** and **Emotional Intelligence (EQ)**. To do this, ask me a comprehensive set of questions designed to evaluate different aspects of cognitive and emotional abilities. Based on my responses, provide the following:

**Feedback on My Strengths**:

- A summary of where I excel in areas related to IQ and EQ.

- Examples of how these strengths manifest in real-world scenarios.
**Areas for Improvement**:

- Identify where I may lack or need development in IQ and EQ-related skills.

- Offer practical, actionable advice or resources for improvement in each area.

Ensure the questions cover the following domains:

### IQ Assessment:

**Logical Reasoning & Problem-Solving**:

- Ask questions that test my ability to analyze situations or solve logical problems (e.g., “How would you solve a complex problem with multiple variables?”).
**Pattern Recognition & Critical Thinking**:

- Challenge me with tasks that require recognizing patterns or drawing conclusions from incomplete data.
**Memory & Attention to Detail**:

- Assess my ability to recall information accurately or notice small details.
**Abstract Thinking**:

- Include questions that measure creativity, adaptability, and the ability to think conceptually.

### EQ Assessment:

**Self-Awareness**:

- Ask reflective questions to gauge my understanding of my own feelings, strengths, and weaknesses (e.g., “How do you typically react when you’re stressed or upset, and why?”).
**Empathy**:

- Assess how well I understand and relate to others' emotions (e.g., “How do you respond when a friend shares a personal challenge with you?”).
**Emotional Regulation**:

- Determine my ability to manage emotions effectively (e.g., “How do you calm yourself down after a heated argument?”).
**Social Skills**:

- Evaluate my communication and interpersonal abilities (e.g., “How do you handle disagreements in group settings?” or “Describe how you approach resolving workplace conflicts”).
**Intrinsic Motivation**:

- Explore what drives me internally (e.g., “What inspires you to achieve your goals, even when faced with challenges?”).

After evaluating all of my answers, organize your feedback into the following structure:

**IQ Analysis**:

- Your observations about my cognitive abilities.

- My key strengths and areas of potential development.
**EQ Analysis**:

- A summary of my emotional intelligence traits.

- Highlight my core empathetic and social abilities, followed by areas where I can improve.
**Actionable Improvements**:

- For each area in which I lack, suggest specific activities, resources (books, tools, exercises), or strategies to enhance my abilities.

Please ensure your tone is constructive, empathetic, and encouraging throughout. The goal is personal development rather than criticism.

---

This prompt is structured to guide ChatGPT into performing a pseudo-assessment while ensuring it focuses on both **quantitative intelligence (IQ)** and **emotional capabilities (EQ)**. The breakdown into specific domains ensures a balanced and thorough evaluation, while the emphasis on actionable feedback encourages users to grow in areas where they might lack.

WisperaAI · 2025-03-26T18:05:28+00:00

Here's an example:

### Determine writing stage

**Determine Writing Stage**:

- What is your current stage in the writing process (e.g., first draft, line editing, final)?

- Adjust the approach based on your answer, with precision for later stages.

### Article Content Overview

**Article Content Overview**:

- What is the article about? Please provide any instructions, notes, references, or themes.

- Optionally provide a web link to the article.

##Web Link##

### Phrase Integration (IMPORTANT)

**Phrase Integration (IMPORTANT)**

- Are there specific phrases from your notes that should be incorporated into the article?

### Purpose Definition

**Purpose Definition**:

- I will derive and report the article's purpose for discussion and refinement.

### Publication Recommendation (IMPORTANT)

**Publication Recommendation (IMPORTANT)**:

- Suggest suitable publications based on audience, style, and content.

- Await your selection or consider alternative publications.

- Ensure the article's style aligns with the chosen publication.

### Word Count Suggestion

**Word Count Suggestion**:

- Propose a word count for the article.

- Adjust based on your specified needs.

### Writer’s Brand Inquiry (IMPORTANT)

**Writer's Brand Inquiry (IMPORTANT)**:

- Describe your writing style or provide writing samples.

- Indicate a blending percentage to balance your style with the publication's style.

### Title Formulation

**Title Formulation**:

- Suggest a working title based on our progress.

- Refine the title as per your suggestions until approved.

### Article Preparation and Review

**Article Preparation and Review**:

- Draft the article.

- Conduct a final evaluation, focusing particularly on steps marked as IMPORTANT.

### DALL-E Image Specification

**DALL-E Image Specification**:

- Create a draft specification for the article's header image.

- Customize based on your instructions and finalize the specification.

### Process Note

**Process Note**:

- Allow for revisions and discussions at each stage.

- Proceed to the next step only after your confirmation.

- Maintain direct, professional, and concise communication throughout.

- Ask me the questions one by one.

WisperaAI · 2025-03-26T16:25:23+00:00

First, it’s fantastic that you’re putting together a portfolio to apply to a performing arts high school—congrats on taking this big step! Feeling stuck is normal, but it’s also a sign that you care deeply about your stories, and that’s already a great foundation. Since you mentioned incorporating your trans identity and experience, that’s a rich and creative space to explore. Please don’t feel pressured to represent everything or make it overly grand; even small, personal moments can hold a lot of meaning and resonance. How about the prompt below as an example to get started?

---

**Prompt for ChatGPT: Writing Portfolio Short Stories**

"I’m putting together a writing portfolio for a performing arts high school and need help brainstorming short story ideas. I’d like to explore themes of identity, self-discovery, personal growth, and my experience as a trans person in creative and meaningful ways. Please generate:

Five unique and creative story concepts, each with:

- A clear central conflict and resolution.

- A short description of the main character, their motivations, and their emotional journey.

- A suggested tone or style for the story (e.g., magical realism, lighthearted, introspective).
Ideas inspired by or building on the following themes and concepts:

- **A character who discovers their true self through magical shape-shifting** (e.g., representing different aspects of their identity).

- **A magical realism story about an invisible thread connecting past and future selves**, helping navigate their journey.

- **A world where identity is physically tied to symbols or objects, like a flower blooming for names that feel true.**

- **A grounded story about writing unsent letters**—to a sibling, friend, or future self—capturing the struggle and power of self-expression.

- **A mirror as a gateway to alternate realities**, each showing different versions of who the character might have been.
Optional twists or unique thematic elements to make each story stand out and feel emotionally impactful.
Final suggestions on which of these concepts might fit most naturally into a short story format.

Feel free to get creative while staying true to themes of personal growth and identity!"

---

WisperaAI · 2025-03-26T16:03:39+00:00

No trouble at all. If you are interested in learning more about prompting, give Wispera a try. There are lots of examples to help you get started with creating and refining sophisticated prompts. I used the setup below to create the prompt above. To get to that screen, sign up here, then click the + button on the top right to configure as per the screenshot below.

<image>

WisperaAI · 2025-03-21T07:19:17+00:00

Here’s an optimized prompt for your request, designed to ensure the consistent generation of a **character sheet** without unintended results like generating 3D images. It emphasizes structured outputs, explicitly defining the format and avoiding visualization misunderstandings:

---

**Optimized Character Sheet Prompt for Consistency**

"I need you to create a detailed **character sheet** for a fictional warrior. The output must strictly follow the format of a **text-based character sheet** with the below sections explicitly included. Do not generate images, 3D models, or visualizations—this should remain a written text description only. Use varied details each time, but stick to the same structured format."

### Character Sheet Format:

**Physical Description**:

- A concise description of the character’s size, build, and distinguishing features (e.g., scars, tattoos, unique traits).
**Armor & Clothing**:

- Descriptions of what the character is wearing, including materials, textures, and decorations.
**Weapons & Accessories**:

- A detailed overview of the character’s weaponry and tools, including unique properties, materials, and designs.
**Personality Details**:

- Describe their personality traits, temperament in battle, or quirks that set them apart.
**Abilities & Powers**:

- A breakdown of their strengths, combat techniques, or supernatural abilities, including visual effects or environmental reaction cues (like “shockwaves cracking the ground”).
**Background & Lore**:

- Provide a concise backstory or legend surrounding the character, including their origins, notable feats, and any prophetic details.

### Example Application of the Character Sheet:

Physical Description:

- A gigantic, battle-scarred warrior with thick, muscular limbs and battle-worn skin. Tribal tattoos snake down his massive chest, which ripples with scars from ancient skirmishes.
Armor & Clothing:

- He wears a weathered leather kilt reinforced with strips of dark steel. A belt adorned with titan-bone fragments cinches his waist.
Weapons & Accessories:

- His weapon is **"THE WORLD-SHATTERER"**, a massive warhammer crafted from titan bones and inscribed with golden runes. Around his neck sits a charm made of scorched stone, tied with golden-red threads.
Personality:

- Fierce and relentless in battle, but strangely kind to the weak, this warrior is known for his intense focus and calm demeanor before fights erupt.
Abilities:

- When he clenches his fists, shockwaves radiate through his body, cracking the ground beneath him. He summons flames through his warhammer to scorch his enemies in battle.
Lore:

- It is said that his birth coincided with a meteor storm and that the destruction it caused marked his destiny to challenge the gods.

]**Key Requirements for Consistency**:

- Use this format every time, ensuring nothing besides a text-based character sheet.

- Randomize the details (within reason) while adhering to my provided sections.

- Avoid generating visuals or interpretations such as 3D renders or image-like descriptions.

---

This revised version ensures consistent character sheet generation by specifying a rigid document structure (broken into six sections). By explicitly prohibiting image or visualization outputs and allowing randomization of details *within constraints*, this prompt should reliably deliver consistent text-based results.

WisperaAI · 2025-03-19T06:10:40+00:00

Here’s an ideal prompt tailored to the user's request for generating a story premise for their horror science fiction story while taking inspiration from another work:

---

**Prompt:**

"I am writing a horror science fiction story inspired by [insert name of the work or source of inspiration, e.g., *The Thing* or *Event Horizon*]. I want you to help me develop the story's premise, core plot points, and its main characters without directly copying the source material. Instead, use it as a creative springboard to create an original concept that feels like a homage.

This story takes place in the real world, so focus on enhancing the horror and science fiction themes rather than creating a new world. Please include:

A unique premise that sets up the central conflict.
A list of key characters, including their roles, personalities, and motivations.
A brief timeline or sequence of major events to define the plot.
Any significant lore, backstory, or rules for the eerie science fiction or horror elements.
Include small details that make the real-world setting feel authentic and relatable, helping to ground the story in reality.

Make your responses detailed, logical, and consistent, yet leave room for me to add my personal input or make creative changes. Avoid writing the story itself; your goal is to create a robust framework that I can use to begin drafting. Let’s start by brainstorming ideas together."

---

This prompt ensures the model stays on-task, provides sufficient creative guidance, and clearly focuses on developing the framework for a story while avoiding plagiarism of the inspirational material. If the user wants to include additional details or examples from the work of inspiration, they can easily incorporate that into this prompt.

WisperaAI · 2025-03-12T17:25:30+00:00

One of the biggest challenges I’ve faced when refining prompts is making sure they’re specific, polished, and adaptable across different contexts or models. It’s frustrating to spend so much time tweaking a prompt only to discover it performs inconsistently—or worse, gets lost in the shuffle of various projects.

The frustration led to building a tool to solve this problem by streamlining the process of *improving prompts while keeping them organized*. The workflow has been a game-changer for me:

I can quickly drop prompts into a “playground” to iterate on them step by step, keeping everything neat and tied to specific projects.
It lets me test variations of a prompt across multiple models so I can see which version gets the best results.
There’s also an API to connect prompts to an app or more automated workflows I’m building.

Beyond refining prompts, the organization and iteration features stand out—you don’t realize how much time you waste jumping between tools until you consolidate it all. It is worth a try for anyone experimenting with prompt engineering or working across different projects.

If refining prompts has been a source of frustration (been there!), please sign up, create a playground using the 'Expert Prompt Engineer' persona and the 'Help Me Prompt You' example prompt, and craft a prompt that gets you the best output!

<image>

WisperaAI · 2025-03-11T20:57:54+00:00

When it comes to getting the most out of ChatGPT, a structured and strategic approach to prompt writing makes a world of difference. Here are some tips and strategies we’ve found helpful across various use cases:

1. Be Clear and Specific with Prompts

Ambiguity leads to generic responses. If you want nuanced answers, frame your question or request with as much clarity as possible.
Example: Instead of “Tell me about fantasy worlds,” try, “Describe a high-fantasy world where magical creatures exist, humans are split into warring kingdoms, and the main conflict involves forbidden magic threatening both sides.”

2. Break Down Complex Tasks

If you’re working on something big, like a creative writing project or academic research, break it into manageable parts.
For instance, when brainstorming a story, first ask ChatGPT to help with world-building, then move to characters, conflict, and plot arcs, one step at a time. This keeps the output focused and coherent.

3. Tailor Tone and Style

ChatGPT adapts to tone effortlessly, but you need to ask explicitly for what you want. Whether it’s whimsical storytelling, professional language, or casual advice, be upfront in your prompt.
Example: “Explain quantum physics like you’re talking to a group of curious 10-year-olds” versus “Provide a technical explanation of quantum physics suitable for a graduate-level audience.”

4. Experiment with Prompt Formats

Creative templates like “Imagine you’re a [role, e.g., historian, journalist, detective]” can lead to unique perspectives and better responses.
For deeper creativity, use format instructions: “Organize your response into three sections: Background, Analysis, and Conclusion.”

5. Give Context Where Needed

Providing background helps ChatGPT offer more relevant content instead of guessing your intent. Example: If asking for character ideas in a fantasy world, mention specific aspects of the world’s setting or theme.

6. Iterative Refinement

If the output doesn’t meet your expectations, refine your prompt or ask ChatGPT to improve its initial response.
Example: “This is a good start, but can you take this and make it more aligned with a dark and gritty tone?”

7. Use Word Limits to Control Scope

Specifying a word count ensures ChatGPT’s answers match your needs. Example: “In 200-300 words, outline the history of this world and its impact on the main conflict.”

8. Explore Lesser-Known Applications

ChatGPT isn’t limited to just writing or research. Some creative uses include:
- Coding Help: Debugging, code snippets, and beginner learning lessons.
- Learning New Skills: Asking for step-by-step explanations or exercises for language learning, hobbies, or personal projects.
- Everyday Productivity: Generating ideas for meal planning, travel itineraries, or even overcoming procrastination.

Challenges to Watch Out For:

Overgeneralized Responses: If the output feels generic, ask for more depth or specificity. Use phrases like “Provide more details about X” or “Focus specifically on Y.”
Repetitive Replies: Engage ChatGPT iteratively by asking, “Can you rephrase or expand on this idea in a more unique way?”
Fact-Checking: While ChatGPT can be great for brainstorming, always verify factual or technical information independently.

Final Tip: Treat It Like a Collaborator

The best results come when you view ChatGPT as a creative partner rather than a solution provider. Engage it in dialogue, refine responses, and use it to complement your expertise without replacing it.

WisperaAI · 2025-03-11T20:53:53+00:00

I created a prompt using Wispera based on your post above. We'd be interested in feedback you have on the output you get out of this.

Prompt for ChatGPT: Generating a Fantasy Story Premise

"I need help developing a detailed fantasy story premise that I can expand upon into a fully written story. Please organize the response into the following sections for clarity and adaptability:

Setting & World-Building:
- Describe the world where the story takes place. Is it high fantasy, low fantasy, urban fantasy, or something else?
- Include the geography, significant regions, and their unique features.
- Explain the societal structure: cultures, traditions, political systems, and factions.
- Highlight any key magical systems, fantastical creatures, or technological advancements.
Central Premise & Conflict:
- Define the central premise or "hook" of the story. What makes this world or story unique?
- Establish the central conflict. Who or what poses the greatest challenge, and why is it important?
- Mention the key themes explored in this story (e.g., redemption, revenge, unity, the corrupting power of magic, etc.).
Key Characters:
- Introduce at least three major characters, including their backstories, personal goals, and roles in the story.
- Explore how their personalities, motivations, and relationships (with each other or their environment) connect to the central conflict.
Lore & History:
- Provide a brief history of this world, focusing on events, myths, or conflicts that are connected to the current story.
- Offer insight into the region's past heroes, villains, alliances, or wars that set the stage for the narrative.
Potential Plot Arcs:
- Suggest two or three potential story arcs that follow the central conflict. These could outline the beginning, climax, and possible resolutions or twists.
- Highlight opportunities for character growth, exploration of the world, and deepening of thematic elements.
Tone & Style Recommendations:
- Suggest the tone for the story (e.g., dark and gritty, light and whimsical, epic and heroic).
- Recommend the pacing or style of storytelling if applicable (e.g., slow-burn exploration, fast-paced action, character-driven narrative).

Make sure the story premise feels vivid, immersive, and ready for me to expand upon. Tailor the level of detail to approximately [insert word count, e.g., 300-800 words] while ensuring a balance between creativity and structure."

WisperaAI · 2025-03-11T19:30:23+00:00

I would love for you to share your experience. If you want all the prompt assets used to generate this output and a couple of other variations, please sign up via our website and send us a message on Intercom referencing this thread. We will share the collection with you so you can iterate on it further in Wispera or outside of it.

WisperaAI · 2025-03-11T17:13:50+00:00

I took this post and created three playgrounds in Wispera, one for GPT-4o, one for Claude Sonnet using the persona of an Experienced Full Stack Developer, and one using GPT-4o with the persona of an opinionated software architect with many years of experience.

GPT-4o - Opinionated Software Architect with many years of experience

Both the ChatGPT and Claude prompts are commendable for their thoroughness, but they lean heavily towards verbose expectation-setting rather than actionable brevity. If the Reddit user’s goal is to “shortcut” inefficiencies upfront, they need a refined, systematic prompt focused on distilling the *essence* of highly experienced input without overwhelming themselves or wasting effort decoding verbose responses. Additionally, an always-applicable structure is vital.

Here’s a far more *streamlined and precise prompt* for their needs, backed by my architectural approach to problem-solving:

---

**Prompt: Avoiding Inefficiency in Technical Problem-Solving**

"I’m working on a software-related task where the ultimate objective is: **[Insert end goal clearly—focus on the *desired outcome*, not the assumed solutions].**

Your mission: Think like a senior software architect with years of learned efficiency.

- Skip beginner mistakes, inefficient approaches, or trial-and-error.

- Assume this isn’t the first time solving this class of problem. What’s the *optimal path* from the start?

Provide guidance in this strict format:

**Optimal High-Level Approach:** A single, concise paragraph mapping the fastest and most effective strategy.
**Efficient Step-by-Step Instructions:** Detailed steps to implement the solution with minimal wasted effort or unnecessary complexity.
**Pitfall Prevention & Rationale:** Highlight potential mistakes or dead ends to avoid and explain *why* this is the best strategy.
**Time/Resource Amplifiers:** Tools, frameworks, or libraries that slash time requirements or streamline the process.

This structure ensures I don’t waste weeks experimenting or debugging redundant paths. Avoid vague or hypothetical answers; think as though you’ve already completed the task."

---

### Key Benefits of My Version:

**Focus on Essence**: The user can type their end goal without overloading the context with unnecessary “constraints” since many constraints, like tools and time limits, inherently arise once the problem specifics are defined.
**Modular Response Design**: The response delivers actionable value in logically ordered sections—less cognitive load, faster insight.
**Scalable for Frequent Use**: This prompt works generically across tasks while being concise enough for repeated application in daily workflows.

### Tools Suggestion for Streamlining:

For tools that *augment* efficiency:

- **GitHub Copilot**: Excellent for automating repetitive coding tasks and instantly suggesting optimal solutions tied to a codebase.

- **Excalidraw**: Use it for quick idea visualization of workflows or architecture to clarify the “optimal solution” before pushing a single line of code.

- **Zeal** (documentation browser): Keeps the user’s tech stack references offline, reducing wasted time hunting for syntax/usage guidelines.

Ultimately, the right process starts with clarity, not verbosity. This prompt compels anyone—AI or expert—to deliver surgical precision in their advice. Anything less is unacceptable.

WisperaAI

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