2. Make funny birthday cards for niche

I want to build out a task that makes funny birthday cards for any niche. I would input a description of my niche audience or topic, and the final output would be a collection of 8 completed images (in jpeg), with funny text and image. I think we could generate the image with any of our AI generators, eg Dalle, and provided we prompt something that looks hard drawn the end result would be good. But what we really want to spend time on is the writing of the puns for the card. These should be funny and relevant to the niche/topic in question. We would therefore want a series of prompts which researches the topic in question, looks for possible words and phrases that are relevant to the niche, and then generates a list of slogans for that niche. Since this is such an important step we likely want to run a few searches to collect possible names, and then a few LLM prompts that import a summary of these search results and use the research to generate slogan ideas. We are likely to need some custom prompts to generate "play-on" words. The slogans are important. We should likely run these prompts a few times, and then have another AI review and choose the best slogans. And then it's just a case of inserting the text and images into a layout. I have a tool called Bannerbear which lets me build template image structures, so I will likely make 2-3x of these before we formalize the task, and then we will just slot "card-text-line-1" and "card-text-line-2" and "doodle-image-url" into this template to give us our cards. These can be 1000x1000 to start (Bannerbear lets me scale up easily). Research is very important with this one: before we start the whole process, we should probably search Google images (for "{niche topic} birthday cards") and see what current top-selling images in the niche look like, and then from there we can begin to grab some relevant niches.

Sub Agent #1 | Sub Agent #2 | Sub Agent #3

final-output-comps..1

Thank you for providing the detailed task description. Let me address your questions one by one to ensure I have a clear understanding of the final output and the components required to achieve it.

a) Final Output:
The final output of this task would be a collection of 8 completed birthday card images in JPEG format, each sized at 1000x1000 pixels. These images will feature funny text (slogans or puns) relevant to the specified niche or topic, along with a doodle-style AI-generated image that complements the text. The images will be created using a pre-designed template in Bannerbear, ensuring a consistent layout across all cards.

b) Components Breakdown:
To generate the final output, the following components would be required:

1. Niche/Topic Research:
   - Conduct Google image searches for "{niche topic} birthday cards" to gather insights on current top-selling designs and themes in the specified niche.
   - Perform additional research on the niche or topic to identify relevant words, phrases, and concepts that can be used for generating slogans and puns.

2. Slogan Generation:
   - Use the research findings to create a list of potential slogans and puns for the birthday cards.
   - Employ multiple LLM prompts to generate a variety of slogan ideas based on the niche-specific words and phrases.
   - Develop custom prompts to generate "play-on" words and clever puns related to the niche.
   - Run the slogan generation prompts multiple times to obtain a diverse set of options.

3. Slogan Selection:
   - Utilize an AI system to review and evaluate the generated slogans.
   - Select the best slogans based on their relevance to the niche, humorous impact, and overall quality.

4. Image Generation:
   - Use AI image generation tools like DALL-E to create doodle-style images that match the selected slogans and the niche theme.
   - Ensure the generated images have a hand-drawn appearance to maintain consistency with the card design.

5. Bannerbear Template Creation:
   - Design 2-3 birthday card templates in Bannerbear, defining the layout and placement of text and images.
   - Create placeholders for "card-text-line-1," "card-text-line-2," and "doodle-image-url" within the templates.

6. Card Assembly:
   - Integrate the selected slogans and generated images into the Bannerbear templates.
   - Use the Bannerbear API or interface to populate the placeholders with the corresponding text and image URLs.
   - Generate the final birthday card images in JPEG format, sized at 1000x1000 pixels.

7. Output Collection:
   - Collect the 8 completed birthday card images.
   - Ensure all images are in JPEG format and meet the specified size requirements.
   - Organize the images in a designated folder or directory for easy access and sharing.

By breaking down the task into these specific components, the AI agent can focus on each step individually, ensuring the quality and relevance of the generated content. The final output will be a collection of 8 unique and humorous birthday card images tailored to the specified niche or topic.

final-output-comps..2

Thank you for the detailed description of your task. I understand that you want to create an automated workflow for generating funny birthday cards for various niche audiences using AI. Let me address your questions:

a) Final output:
The final output of this task would be a set of 8 completed birthday card images in JPEG format (1000x1000 pixels) for each niche audience or topic. Each card would contain funny, relevant text (slogans or puns) and a doodle-style image generated by an AI tool like DALL-E.

b) Core components/outputs:

1. Niche research:
   - Research the given niche topic using Google image search for "{niche topic} birthday cards" to understand the current top-selling images in the niche.
   - Gather relevant words, phrases, and ideas related to the niche.
   - Output: A summary of the research findings, including popular themes, styles, and keywords.

2. Slogan generation:
   - Use the research summary as input for LLM prompts to generate a list of funny slogans and puns relevant to the niche.
   - Run multiple prompts to generate a variety of slogan ideas, including "play-on" words.
   - Output: A list of generated slogans and puns for the given niche.

3. Slogan selection:
   - Use another AI to review and select the best slogans from the generated list.
   - Output: A curated list of the top 8 slogans for the birthday cards.

4. Image generation:
   - Use an AI image generator (e.g., DALL-E) to create doodle-style images relevant to the niche and the selected slogans.
   - Output: 8 generated images in a format compatible with the Bannerbear API (e.g., image URLs).

5. Card template creation:
   - Create 2-3 birthday card templates using the Bannerbear API, with placeholders for "card-text-line-1," "card-text-line-2," and "doodle-image-url."
   - Output: Bannerbear template IDs for the created card templates.

6. Card generation:
   - For each of the 8 selected slogans and generated images, use the Bannerbear API to populate the card templates with the respective text and image.
   - Output: 8 generated birthday card images in JPEG format (1000x1000 pixels) for the given niche.

The core components can be represented as a JSON object for each generated card:

```json
{
  "niche": "string",
  "slogan_line_1": "string",
  "slogan_line_2": "string",
  "image_url": "string",
  "bannerbear_template_id": "string"
}
```

The final output would be a collection of 8 such JSON objects, along with the corresponding generated JPEG images.

final-output-comps GPT..3

a) The final output of this task will be a collection of eight different birthday cards in digital format (jpeg images). Each card will contain a funny image relevant to a specific niche, the generated image would be likely drawn and contain humorous puns or slogans related to the niche topic.

b) If broken into core components or outputs to generate the final output of personalized birthday cards, they would be:

1. Niche Topic / Audience Description: An understanding of the intended niche market or audience and possibly other specific aspects related to the them. This information will be used to instruct AI to generate appropriate content.

2. Research on Relevant Niche Details: The AI agent will utilise information to conduct research about the chosen niche via APIs to fetch related data and images as inspirations for card design. This might require custom-search prompts to applicable APIs such as Google Images for "{niche topic} birthday cards".

3. Generated Words/Phrases Related to Niche: Once the AI has gained sufficient understanding of the niche topic, it would generate a list of words, phrases, or terms that are commonly used within that topic.

4. Generated Slogans/Puns: This is one of the most critical steps of the process. The AI will use its understanding of the niche, along with the words and phrases it generated, to write funny puns or slogans. This may require multiple iterations and a review AI to decide the best ones.

5. Generated Images: Utilising an image generating AI like Dalle, the AI will create funny and niche-appropriate images. The instructions for the created image will be geared towards a hand-drawn aesthetic.

6. Assembled Birthday Cards: The AI will use a tool called Bannerbear to assemble the final birthday card. This involves placing the generated slogan and image into a predetermined template. The base templates (2-3 variations) will be provided beforehand and the location of the puns and images on the card will be determined by a set pattern (like "card-text-line-1", "card-text-line-2" and "doodle-image-url").
   
In each of these steps, output from one serves as input to the next. Very specific APIs calls or commands would be needed for each of these steps, many of which might require custom-written prompts.

CLAUDE:- final-output-and-component-outputs

a) Final Output:
The final output of this automated workflow will be a collection of 8 unique, personalized birthday card images for a specific niche audience or topic. Each card will be a 1000x1000 pixel JPEG image featuring a funny, hand-drawn style doodle generated by an AI tool like DALL-E, along with humorous text consisting of puns or slogans relevant to the niche. The cards will be created using pre-designed templates in Bannerbear to ensure consistent layout and design across all 8 images.

b) Core Components/Outputs:

1. Niche Research:
   - Input: A description of the niche audience or topic for the birthday cards.
   - Process: Conduct Google image searches for "{niche topic} birthday cards" to gather insights on current top-selling designs, themes, and styles in the specified niche. Perform additional research to identify relevant words, phrases, and concepts related to the niche.
   - Output: A summary of the research findings, including popular themes, styles, keywords, and key information about the niche.

2. Slogan and Pun Generation:
   - Input: The niche research summary.
   - Process: Use the research findings to create a list of potential slogans and puns for the birthday cards. Employ multiple LLM prompts to generate a variety of slogan ideas based on the niche-specific words and phrases. Develop custom prompts to generate "play-on" words and clever puns related to the niche. Run the slogan generation prompts multiple times to obtain a diverse set of options.
   - Output: A list of generated slogans and puns tailored to the specific niche.

3. Slogan Selection:
   - Input: The list of generated slogans and puns.
   - Process: Utilize an AI system to review and evaluate the generated slogans. Select the best 8 slogans based on their relevance to the niche, humorous impact, and overall quality.
   - Output: A curated list of the top 8 slogans for the birthday cards.

4. Image Generation:
   - Input: The selected slogans and niche information.
   - Process: Use AI image generation tools like DALL-E to create doodle-style images that match the selected slogans and the niche theme. Ensure the generated images have a hand-drawn appearance to maintain consistency with the card design.
   - Output: 8 generated images in a format compatible with the Bannerbear API (e.g., image URLs).

5. Bannerbear Template Creation:
   - Process: Design 2-3 birthday card templates in Bannerbear, defining the layout and placement of text and images. Create placeholders for "card-text-line-1," "card-text-line-2," and "doodle-image-url" within the templates.
   - Output: Bannerbear template IDs for the created card templates.

6. Card Assembly:
   - Input: The selected slogans, generated images, and Bannerbear template IDs.
   - Process: Integrate the selected slogans and generated images into the Bannerbear templates. Use the Bannerbear API or interface to populate the placeholders with the corresponding text and image URLs. Generate the final birthday card images in JPEG format, sized at 1000x1000 pixels.
   - Output: 8 unique, personalized birthday card images in JPEG format for the specified niche.

The core components can be represented as a JSON object for each generated card:

```json
{
  "niche": "string",
  "slogan_line_1": "string",
  "slogan_line_2": "string",
  "image_url": "string",
  "bannerbear_template_id": "string"
}
```

The final output would be a collection of 8 such JSON objects, along with the corresponding generated JPEG images, all tailored to the specified niche audience or topic.

GPT4:- final-output-and-component-outputs

claude 3 - extract final output

extract component outputs

The core components can be represented as a JSON object for each generated card:

```json
{
  "niche": "string",
  "slogan_line_1": "string",
  "slogan_line_2": "string",
  "image_url": "string",
  "bannerbear_template_id": "string"
}
```

The final output would be a collection of 8 such JSON objects, along with the corresponding generated JPEG images, all tailored to the specified niche audience or topic.

Claude - research-ideas-and-input-variables

Thank you for the detailed task description. Let me address your questions one by one:

a) To clarify the final output, I would ask the following questions:
- How many birthday card designs should be generated for each niche/topic?
- What file format and resolution should the final card designs be in? (e.g., JPEG, PNG, 1000x1000 pixels)
- Should the card designs include both text and images, or just one of them?
- Are there any specific layout requirements for the cards (e.g., portrait or landscape orientation, text placement)?
- Is there a preference for the style of the images (e.g., hand-drawn, cartoonish, realistic)?

b) Before launching the task completion process, the following inputs should be provided:
- The niche or topic for which the birthday cards are being created (e.g., "cat lovers," "soccer enthusiasts")
- A brief description of the target audience within the niche, if applicable (e.g., age group, gender)
- Any specific keywords or phrases that should be included in the card slogans

c) I suggest segmenting the following tasks for better organization and specialization:

1. Research:
   - Conduct a search for existing birthday cards in the given niche to understand current trends and styles
   - Research relevant keywords, phrases, and puns related to the niche

2. Slogan Generation:
   - Use the research findings to generate a list of potential slogans for the cards
   - Refine and select the best slogans based on humor, relevance, and appropriateness

3. Image Generation:
   - Create a set of hand-drawn or doodle-style images that complement the selected slogans
   - Ensure the images align with the niche and add visual appeal to the cards

4. Layout and Design:
   - Utilize the Bannerbear tool to create 2-3 template structures for the birthday cards
   - Insert the generated slogans and images into the templates to create the final card designs

By segmenting these tasks, the AI Agent can focus on each aspect individually, allowing for more targeted research, generation, and refinement of the various components before bringing them together in the final layout and design phase.

GPT - research-ideas-and-input-variables

a) To clarify the final output of this task, I might ask:
1. What is the desired size for each card in pixels? You mentioned 1000x1000 initially, but would you need the AI to provide different sizes or variations?
2. Do all cards need to follow the same format such as having two lines of text and one image, or can the layout vary depending on the content?
3. Could you provide some examples of the level of humor you are looking for in these puns? Different niches will have varying levels of appropriateness for more edgy or risque humor.
4. You mentioned running the slogans through another AI to choose the best ones. How many slogans should be generated initially for this review process?
5. You mentioned making 2-3 templates before formalizing the task. Would you like the AI to vary the use of these templates across the collection of 8 cards for diversity?

b) The task should accept these inputs before beginning:
1. The niche or topic of the birthday card. This will be essential to effectively research for relevant jokes and ideas.
2. The template structures from Bannerbear. The layouts will influence where the content generated by the AI will be placed.
3. The number of slogans that should be generated for the review process. This will influence how many times the AI should run the prompts.
4. Information regarding the humor style preferred in these puns, if you have a specific preference.
5. Any design or content preferences regarding the use of Dalle or other AI-generated images. For example, whether you want a specific style of drawing or specific elements to be included.

template-ideas

Based on the task description and the importance of having a clear understanding of the final output, here are some templates and resources that could be collected to help define a successful output for the personalized birthday card project:

1. Etsy search results for "{niche topic} birthday cards":
   - Visit Etsy.com and search for birthday cards related to the specific niche or topic.
   - Analyze the top-selling and highly-rated cards to understand the design elements, humor style, and overall aesthetics that resonate with the target audience.
   - Save screenshots of the most relevant and successful cards for reference.

2. Pinterest boards for "{niche topic} birthday cards":
   - Search Pinterest for boards related to the niche-specific birthday cards.
   - Explore the most popular and engaging pins to gather ideas for design layouts, color schemes, and typography.
   - Save images of the cards that align with the desired output style.

3. Greeting card company websites:
   - Visit websites of popular greeting card companies like Hallmark, American Greetings, or Papyrus.
   - Browse their birthday card collections and filter by the relevant niche or theme.
   - Analyze the card designs, puns, and humor used by professional card creators.
   - Save screenshots or images of the cards that closely match the intended output.

4. Humor websites or blogs:
   - Explore websites or blogs that specialize in niche-specific humor, puns, or jokes.
   - Look for articles or posts related to the chosen niche and birthday themes.
   - Extract relevant puns, one-liners, or humorous phrases that could be adapted for the birthday card slogans.
   - Save the text content or screenshots of the most suitable examples.

5. AI-generated image galleries:
   - Browse galleries or websites showcasing AI-generated images, such as those created using DALL-E, Midjourney, or Stable Diffusion.
   - Search for images related to the niche topic combined with keywords like "birthday," "celebration," or "humor."
   - Save the images that have a hand-drawn or doodle-like style and could serve as inspiration for the card illustrations.

6. Bannerbear templates:
   - Create a few sample templates in Bannerbear that represent the desired layout and design for the birthday cards.
   - Experiment with different placements of text elements (e.g., card-text-line-1, card-text-line-2) and image placeholders (e.g., doodle-image-url).
   - Save the template designs as references for the automated workflow.

By collecting these templates and resources, the LLM Agent can gain a better understanding of what constitutes a successful output for the personalized birthday card project. The Agent can analyze the design elements, humor styles, and overall aesthetics of top-performing cards in the specific niche, and use that knowledge to guide the generation of unique and engaging cards that align with the desired final output.

claude 3 - searches

Based on the task description and the guidelines provided, here are 5 specific Google search keyphrases to find helpful templates and refine the definition of a successful output for the personalized birthday card project:

1. "funny programmer birthday card ideas etsy"
   This search will help find top-selling and highly-rated birthday cards on Etsy specifically designed for programmers, providing insights into the design elements, humor style, and overall aesthetics that resonate with this niche audience.

2. "nurse birthday card puns pinterest"
   Searching for nurse-themed birthday card puns on Pinterest will uncover popular and engaging pins that showcase humor and wordplay relevant to the nursing profession, offering inspiration for the card slogans.

3. "cat lover birthday cards hallmark"
   This search will lead to Hallmark's collection of birthday cards tailored for cat lovers, allowing for an analysis of the card designs, puns, and humor used by professional card creators in this specific niche.

4. "lawyer jokes one-liners birthday"
   Searching for lawyer jokes and one-liners in the context of birthdays will surface relevant humor websites or blogs that specialize in legal-themed puns and jokes, providing a resource for extracting suitable content for the birthday card slogans.

5. "teacher birthday doodle card ideas dall-e"
   This search will uncover AI-generated images created using DALL-E that combine teacher-related themes with birthday elements and have a hand-drawn or doodle-like style, serving as inspiration for the card illustrations.

By conducting these targeted searches, we can quickly find real-life examples and templates that will help refine the definition of a successful output for the personalized birthday card project, focusing on specific niches such as programmers, nurses, cat lovers, lawyers, and teachers.

Funny Programmer Birthday Card Ideas on Etsy
Nurse Birthday Card Puns on Pinterest
Cat Lover Birthday Cards from Hallmark
Lawyer Jokes and One-Liners for Birthdays
Teacher Birthday Doodle Card Ideas using DALL-E

subagent-summary

A) FULL TASK SUMMARY: Create a collection of 8 unique, personalized birthday card images for a specific niche audience or topic.

B) FINAL TASK OUTPUT: 8 JPEG images, each sized at 1000x1000 pixels, containing a funny, hand-drawn style doodle and humorous text with puns or slogans relevant to the specified niche. The images will be generated using pre-designed Bannerbear templates to ensure consistent layout and design.

C) COMPONENTS OVERVIEW:
1. Niche research summary
2. Generated slogans and puns
3. Curated list of top 8 slogans
4. 8 generated doodle-style images
5. Bannerbear template IDs
6. 8 JSON objects containing card details
7. 8 final birthday card images in JPEG format

D) OVERVIEW OF SUBAGENTS:
1. Niche Researcher: Conducts research on the specified niche and provides a summary of findings.
2. Slogan Generator: Generates a list of slogans and puns based on the niche research summary.
3. Slogan Selector: Selects the top 8 slogans from the generated list.
4. Image Generator: Creates 8 doodle-style images based on the selected slogans and niche information.
5. Template Designer: Designs Bannerbear templates for the birthday cards.
6. Card Assembler: Integrates the selected slogans, generated images, and Bannerbear templates to create the final card images.

E) SUBAGENT 1: Niche Researcher
- Name: Niche Insights
- Final Output: A JSON object containing a summary of the research findings, including popular themes, styles, keywords, and key information about the niche.
- Accomplishment: Niche Insights will use the Google Custom Search API to perform image searches for "{niche topic} birthday cards" and analyze the results to identify current top-selling designs, themes, and styles. It will also use the Wikipedia API to gather additional information about the niche and extract relevant words, phrases, and concepts.
- Sequence:
  1. Receive the niche topic as input.
  2. Perform Google image searches using the Custom Search API.
  3. Analyze the search results to identify popular themes, styles, and designs.
  4. Use the Wikipedia API to gather more information about the niche.
  5. Extract relevant words, phrases, and concepts from the Wikipedia article.
  6. Compile the findings into a JSON object summarizing the research.

F) SUBAGENT 2: Slogan Generator
- Name: Pun Prodigy
- Final Output: A JSON object containing a list of generated slogans and puns tailored to the specific niche.
- Accomplishment: Pun Prodigy will use the OpenAI GPT-3.5 API to generate a variety of slogan ideas based on the niche research summary. It will create custom prompts that incorporate the niche-specific words and phrases to generate clever puns and "play-on" words. The subagent will run the slogan generation prompts multiple times to obtain a diverse set of options.
- Sequence:
  1. Receive the niche research summary as input.
  2. Prepare custom prompts using the niche-specific words and phrases.
  3. Use the OpenAI GPT-3.5 API to generate slogans and puns based on the prompts.
  4. Repeat the slogan generation process multiple times to obtain a variety of options.
  5. Compile the generated slogans and puns into a JSON object.

G) SUBAGENT 3: Slogan Selector
- Name: Witty Winnower
- Final Output: A JSON object containing a curated list of the top 8 slogans for the birthday cards.
- Accomplishment: Witty Winnower will use the OpenAI GPT-3.5 API to evaluate and rank the generated slogans based on their relevance to the niche, humorous impact, and overall quality. It will select the best 8 slogans from the list.
- Sequence:
  1. Receive the list of generated slogans and puns as input.
  2. Use the OpenAI GPT-3.5 API to evaluate and rank the slogans based on predefined criteria.
  3. Select the top 8 slogans from the ranked list.
  4. Compile the selected slogans into a JSON object.

H) SUBAGENT 4: Image Generator
- Name: Doodle Dynamo
- Final Output: A JSON object containing URLs of 8 generated doodle-style images that match the selected slogans and niche theme.
- Accomplishment: Doodle Dynamo will use the DALL-E API to generate hand-drawn style images based on the selected slogans and niche information. It will ensure that the generated images have a consistent doodle-like appearance and are compatible with the Bannerbear API.
- Sequence:
  1. Receive the selected slogans and niche information as input.
  2. Use the DALL-E API to generate doodle-style images for each slogan.
  3. Ensure the generated images have a consistent hand-drawn appearance.
  4. Compile the image URLs into a JSON object.

I) SUBAGENT 5: Template Designer
- Name: Layout Maestro
- Final Output: A JSON object containing Bannerbear template IDs for 2-3 birthday card designs.
- Accomplishment: Layout Maestro will use the Bannerbear API to create 2-3 birthday card templates, defining the layout and placement of text and images. It will create placeholders for "card-text-line-1," "card-text-line-2," and "doodle-image-url" within the templates.
- Sequence:
  1. Design 2-3 birthday card layouts using the Bannerbear interface.
  2. Define the placement of text and image elements within each template.
  3. Create placeholders for slogan lines and doodle image URLs.
  4. Save the templates and obtain their IDs using the Bannerbear API.
  5. Compile the template IDs into a JSON object.

J) SUBAGENT 6: Card Assembler
- Name: Festive Fusion
- Final Output: 8 unique, personalized birthday card images in JPEG format, sized at 1000x1000 pixels, for the specified niche.
- Accomplishment: Festive Fusion will use the Bannerbear API to integrate the selected slogans, generated images, and Bannerbear templates into final birthday card designs. It will populate the placeholders in the templates with the corresponding text and image URLs, and generate the card images in JPEG format.
- Sequence:
  1. Receive the selected slogans, generated image URLs, and Bannerbear template IDs as input.
  2. Use the Bannerbear API to populate the template placeholders with the corresponding text and image URLs.
  3. Generate the final birthday card images in JPEG format, sized at 1000x1000 pixels.
  4. Compile the generated card images and their corresponding JSON objects containing card details.

The subagents work together to complete the task of generating 8 unique, personalized birthday card images for a specific niche audience or topic. The final output consists of the generated JPEG images and their associated JSON objects containing the relevant card details.

subagent-summary-amended-for-actual-tasks..1

Based on the updated list of available tasks, I have revised the subagents and their corresponding tasks to complete the birthday card generation workflow:

1. Niche Researcher (Niche Insights)
   - Task 15: Search Google to gather insights on current top-selling designs, themes, and styles in the specified niche.
   - Task 16: Scrape text content from relevant websites to gather additional information about the niche.
   - Task 1 or 4: Use GPT-4 to analyze the scraped content and extract relevant words, phrases, and concepts.
   - Task 9: Save the niche research summary as a JSON file on the server.

2. Slogan Generator (Pun Prodigy)
   - Task 10: Access the niche research summary JSON file from the server.
   - Task 2: Use the prompt generator to create custom prompts based on the niche-specific words and phrases.
   - Task 1 or 4: Use GPT-4 to generate slogans and puns based on the prompts.
   - Task 9: Save the generated slogans and puns as a JSON file on the server.

3. Slogan Selector (Witty Winnower)
   - Task 10: Access the generated slogans and puns JSON file from the server.
   - Task 1 or 4: Use GPT-4 to evaluate and rank the slogans based on predefined criteria.
   - Task 1 or 4: Use GPT-4 to select the top 8 slogans from the ranked list.
   - Task 9: Save the selected slogans as a JSON file on the server.

4. Image Generator (Doodle Dynamo)
   - Task 10: Access the selected slogans JSON file from the server.
   - Task 22: Use Dalle3 to generate doodle-style images for each slogan, ensuring a consistent hand-drawn appearance.
   - Task 9: Save the generated image URLs as a JSON file on the server.

5. Template Designer (Layout Maestro)
   - Task 26: Use Bannerbear to create 2-3 birthday card templates with placeholders for slogan lines and doodle image URLs.
   - Task 9: Save the Bannerbear template IDs as a JSON file on the server.

6. Card Assembler (Festive Fusion)
   - Task 10: Access the selected slogans, generated image URLs, and Bannerbear template IDs JSON files from the server.
   - Task 26: Use Bannerbear to populate the template placeholders with the corresponding text and image URLs.
   - Task 26: Generate the final birthday card images in JPEG format, sized at 1000x1000 pixels.
   - Task 9: Save the generated card images and their corresponding JSON objects containing card details on the server.

subagent-summary-amended-for-actual-tasks..2

Thank you for providing the updated list of available tasks. I will now revise the subagents and their associated tasks to complete the birthday card generation workflow.

E) SUBAGENT 1: Niche Researcher
- Name: Niche Insights
- Final Output: A JSON object containing a summary of the research findings, including popular themes, styles, keywords, and key information about the niche.
- Accomplishment: Niche Insights will use the "Search Google" and "Search Google images" tasks to perform searches for "{niche topic} birthday cards" and analyze the results to identify current top-selling designs, themes, and styles. It will also use the "Scrape text content of website" task to gather additional information about the niche from relevant websites.
- Sequence:
  1. Receive the niche topic as input.
  2. Use the "Search Google" task to perform a web search for "{niche topic} birthday cards".
  3. Use the "Search Google images" task to perform an image search for "{niche topic} birthday cards".
  4. Analyze the search results to identify popular themes, styles, and designs.
  5. Use the "Scrape text content of website" task to gather more information about the niche from relevant websites.
  6. Use the "GPT4" task to summarize the findings into a JSON object, including relevant words, phrases, and concepts.

F) SUBAGENT 2: Slogan Generator
- Name: Pun Prodigy
- Final Output: A JSON object containing a list of generated slogans and puns tailored to the specific niche.
- Accomplishment: Pun Prodigy will use the "GPT4" task to generate a variety of slogan ideas based on the niche research summary. It will create custom prompts that incorporate the niche-specific words and phrases to generate clever puns and "play-on" words. The subagent will run the slogan generation prompts multiple times to obtain a diverse set of options.
- Sequence:
  1. Receive the niche research summary as input.
  2. Use the "Prompt generator" task to create custom prompts using the niche-specific words and phrases.
  3. Use the "GPT4" task to generate slogans and puns based on the prompts.
  4. Repeat the slogan generation process multiple times to obtain a variety of options.
  5. Compile the generated slogans and puns into a JSON object.

G) SUBAGENT 3: Slogan Selector
- Name: Witty Winnower
- Final Output: A JSON object containing a curated list of the top 8 slogans for the birthday cards.
- Accomplishment: Witty Winnower will use the "GPT4" task to evaluate and rank the generated slogans based on their relevance to the niche, humorous impact, and overall quality. It will select the best 8 slogans from the list.
- Sequence:
  1. Receive the list of generated slogans and puns as input.
  2. Use the "GPT4" task to evaluate and rank the slogans based on predefined criteria.
  3. Select the top 8 slogans from the ranked list.
  4. Compile the selected slogans into a JSON object.

H) SUBAGENT 4: Image Generator
- Name: Doodle Dynamo
- Final Output: A JSON object containing URLs of 8 generated doodle-style images that match the selected slogans and niche theme.
- Accomplishment: Doodle Dynamo will use the "Create square image with Dalle3" task to generate hand-drawn style images based on the selected slogans and niche information. It will ensure that the generated images have a consistent doodle-like appearance.
- Sequence:
  1. Receive the selected slogans and niche information as input.
  2. Use the "Create square image with Dalle3" task to generate doodle-style images for each slogan.
  3. Ensure the generated images have a consistent hand-drawn appearance.
  4. Compile the image URLs into a JSON object.

I) SUBAGENT 5: Template Designer
- Name: Layout Maestro
- Final Output: A JSON object containing Bannerbear template IDs for 2-3 birthday card designs.
- Accomplishment: Layout Maestro will use the "Bannerbear - image creator" task to create 2-3 birthday card templates, defining the layout and placement of text and images. It will create placeholders for "card-text-line-1," "card-text-line-2," and "doodle-image-url" within the templates.
- Sequence:
  1. Use the "Bannerbear - image creator" task to design 2-3 birthday card layouts.
  2. Define the placement of text and image elements within each template.
  3. Create placeholders for slogan lines and doodle image URLs.
  4. Save the templates and obtain their IDs.
  5. Compile the template IDs into a JSON object.

J) SUBAGENT 6: Card Assembler
- Name: Festive Fusion
- Final Output: 8 unique, personalized birthday card images in JPEG format, sized at 1000x1000 pixels, for the specified niche.
- Accomplishment: Festive Fusion will use the "Bannerbear - image creator" task to integrate the selected slogans, generated images, and Bannerbear templates into final birthday card designs. It will populate the placeholders in the templates with the corresponding text and image URLs, and generate the card images in JPEG format.
- Sequence:
  1. Receive the selected slogans, generated image URLs, and Bannerbear template IDs as input.
  2. Use the "Bannerbear - image creator" task to populate the template placeholders with the corresponding text and image URLs.
  3. Generate the final birthday card images in JPEG format, sized at 1000x1000 pixels.
  4. Compile the generated card images and their corresponding JSON objects containing card details.

subagent-summary-amended-for-actual-tasks GPT..3

Based on the tasks available to the agent, here is the updated list of subagents, now aligned with the specific tasks the agent can perform to achieve the end goal of creating 8 unique, personalized funny birthday card images for a specific niche audience or topic:

1) Niche Topic Research:
- Task Used: Search Google images (task 19)
- Process: Search for "{niche topic} birthday cards" to find current trends and popular themes.
- Output: Text summary of the top image results for niche birthday cards.

2) Generate Slogans and Puns:
- Task Used: Prompt generator (task 2) followed by GPT4 (task 1)
- Process: Use the niche topic research output to create prompts and generate a list of potential slogans and puns for the birthday cards.
- Output: List of generated slogans and puns.

3) Select Best Slogans:
- Task Used: GPT4 (task 1) to evaluate and rank slogans and puns
- Process: Assess relevancy, humor, and quality to select the top 8 slogans.
- Output: Curated list of the top 8 slogans.

4) Generate Doodle-Style Images:
- Task Used: Create square image with Dalle3 (task 22)
- Process: Use each selected slogan as a prompt to create related doodle-style images.
- Output: URLs of 8 generated images.

5) Bannerbear Template Selection and Editing:
- Task Used: Bannerbear - image creator (task 26)
- Process: Select and modify the Bannerbear template based on the card specifications and input the slogans and images into the design.
- Output: Final images in JPEG format, ready for the birthday cards.

6) Compile Final JSON Data:
- Task Used: Code interpreter (task 3) for JSON object creation
- Process: Build JSON objects for each card that include niche, slogans, and image URLs, along with the selected Bannerbear template ID.
- Output: JSON object for each card containing all necessary details.

The agent will execute the following steps:

A) Conduct niche research using Google Images to identify trends (task 19).

B) Generate relevant, humorous slogans and puns using a prompt generator followed by GPT4 (tasks 2 and 1).

C) Rank and select the best slogans using GPT4 (task 1).

D) Generate doodle-style images for each slogan using Dalle3 (task 22).

E) Design and populate the Bannerbear template with the slogans and images (task 26).

F) Assemble the final card details into a JSON object using code interpreter (task 3).

If there is a need for task automation that is not covered by the current tasks available to the Agent, a custom API or Python module will need to be developed. For example:

REQUIRED: If we need a more advanced analysis of design elements from the top-selling images (color schemes, layout styles), a custom module that processes image attributes and suggests design elements compatible with the niche could be developed. This module would need access to the image analysis and provide structured data on design elements to guide the Bannerbear template customization.

Each step output feeds into the next process, ultimately resulting in the generation of 8 unique, personalized birthday card images tailored to the specified niche—all through the coordinated efforts of the tasks the AI agent can perform.

subagent-summary-amended-for-actual-tasks

Based on the updated list of available tasks, I have revised the subagents and their corresponding tasks to complete the birthday card generation workflow:

1. Niche Researcher (Niche Insights)
   - Task 15: Search Google to gather insights on current top-selling designs, themes, and styles in the specified niche.
   - Task 19: Search Google Images to find popular visual trends and design elements for the niche birthday cards.
   - Task 16: Scrape text content from relevant websites to gather additional information about the niche.
   - Task 1 or 4: Use GPT-4 to analyze the scraped content and extract relevant words, phrases, and concepts.
   - Task 9: Save the niche research summary as a JSON file on the server.

2. Slogan Generator (Pun Prodigy)
   - Task 10: Access the niche research summary JSON file from the server.
   - Task 2: Use the prompt generator to create custom prompts based on the niche-specific words and phrases.
   - Task 1 or 4: Use GPT-4 to generate a variety of slogans and puns based on the prompts.
   - Task 9: Save the generated slogans and puns as a JSON file on the server.

3. Slogan Selector (Witty Winnower)
   - Task 10: Access the generated slogans and puns JSON file from the server.
   - Task 1 or 4: Use GPT-4 to evaluate and rank the slogans based on their relevance to the niche, humorous impact, and overall quality.
   - Task 1 or 4: Use GPT-4 to select the top 8 slogans from the ranked list.
   - Task 9: Save the selected slogans as a JSON file on the server.

If there is a need for task automation that is not covered by the current tasks available to the Agent, a custom API or Python module will need to be developed. For example:

REQUIRED: If a more advanced analysis of design elements from the top-selling images (color schemes, layout styles) is needed, a custom module that processes image attributes and suggests design elements compatible with the niche could be developed. This module would need access to the image analysis results and provide structured data on design elements to guide the Bannerbear template customization.

random-autocomplete

To achieve the end goal of creating a collection of 8 unique, personalized birthday card images for a specific niche audience or topic, the most relevant tasks might be:

1. Researching the niche topic and gathering relevant information
2. Generating a list of humorous puns and slogans based on the niche research
3. Creating hand-drawn style doodle images using an AI tool like DALL-E
4. Designing templates for the birthday cards in Bannerbear
5. Combining the generated text and images into the pre-designed templates
6. Exporting the final card designs as 1000x1000 pixel JPEG images

The overall sequence would be:

1. Input the niche audience or topic description
2. Research the niche topic using Google images and other relevant sources to gather information and identify current top-selling birthday card designs in the niche
3. Use the gathered research data to generate a list of potential words, phrases, and ideas relevant to the niche
4. Create custom prompts to generate humorous puns and slogans based on the niche-specific information
5. Run the prompts multiple times to generate a variety of slogan options
6. Use an AI to review and select the best slogans from the generated options
7. Prompt an AI tool like DALL-E to create hand-drawn style doodle images relevant to the niche
8. Design 2-3 birthday card templates in Bannerbear, incorporating placeholders for the text and images
9. Insert the selected slogans and generated doodle images into the Bannerbear templates, using the designated placeholders (e.g., "card-text-line-1", "doodle-image-url")
10. Export the final birthday card designs as 1000x1000 pixel JPEG images
11. Collect the 8 unique birthday card images as the final output of the automated workflow

By following this sequence of tasks, the AI Agent should be able to complete the desired outcome of creating a collection of 8 personalized, niche-specific birthday cards with humorous text and hand-drawn style images.

claude 3 - mermaid-for-all

G --> H{Slogan Generator}
H --> I[Create custom prompts based on niche words/phrases]
H --> J[Generate slogans and puns using GPT-4]
I & J --> K[Save generated slogans and puns as JSON]

K --> L{Slogan Selector}
L --> M[Evaluate and rank slogans using GPT-4]
L --> N[Select top 8 slogans using GPT-4]
M & N --> O[Save selected slogans as JSON]

O --> P{Image Generator}
P --> Q[Generate doodle-style images using Dalle3]
Q --> R[Save generated image URLs as JSON]

R & O --> S{Template Designer}
S --> T[Create birthday card templates in Bannerbear]
T --> U[Save Bannerbear template IDs as JSON]

U & R & O --> V{Card Assembler}
V --> W[Populate templates with text and images using Bannerbear]
V --> X[Generate final card images in JPEG format]
W & X --> Y[Save generated card images and JSON objects on server]

Y --> Z[8 Unique Birthday Card Images for Niche]
  </div>

SubAgent #1

claude 3 - subagent1

subagent1-refined

A) SUBAGENT SUMMARY: The Niche Researcher (Niche Insights) subagent conducts comprehensive research on a specified niche to gather insights on current trends, popular designs, and relevant keywords for birthday card creation.

B) FINAL TASK OUTPUT: A JSON file containing a summary of the niche research findings, including popular themes, styles, keywords, and key information about the niche, saved on the server.

C) SUBAGENT INPUT: A text description (1-500 characters) of the niche audience or topic for the birthday cards.

E) SUBAGENT TASK SUMMARY:
1. Input: Niche description text (1-500 characters)
2. Task 15: Search Google for "{niche topic} birthday cards" to gather insights on current top-selling designs, themes, and styles in the specified niche.
3. Task 1 or 4: Use GPT-4 to analyze the Google search results and extract relevant information about popular designs, themes, and styles.
4. Task 19: Search Google Images for "{niche topic} birthday cards" to find popular visual trends and design elements for the niche birthday cards.
5. Task 1 or 4: Use GPT-4 to analyze the Google Images search results and extract relevant information about visual trends and design elements.
6. Task 16: Scrape text content from the top 5 relevant websites (identified in the Google search results) to gather additional information about the niche.
7. Task 1 or 4: Use GPT-4 to analyze the scraped content and extract relevant words, phrases, and concepts related to the niche.
8. Task 1 or 4: Use GPT-4 to synthesize the findings from the Google search, Google Images search, and website content scraping into a comprehensive niche research summary.
9. Task 9: Save the niche research summary as a JSON file on the server.
10. Output: URL of the JSON file containing the niche research summary.

F) SILOS:
Silo 1: Google Search and Analysis
- Task 15: Search Google for "{niche topic} birthday cards"
- Task 1 or 4: Analyze Google search results and extract relevant information

Silo 2: Google Images Search and Analysis
- Task 19: Search Google Images for "{niche topic} birthday cards"
- Task 1 or 4: Analyze Google Images search results and extract relevant information

Silo 3: Website Content Scraping and Analysis
- Task 16: Scrape text content from the top 5 relevant websites
- Task 1 or 4: Analyze scraped content and extract relevant words, phrases, and concepts

Silo 4: Niche Research Summary Generation
- Task 1 or 4: Synthesize findings from Google search, Google Images search, and website content scraping
- Task 9: Save the niche research summary as a JSON file on the server

The Niche Researcher (Niche Insights) subagent follows a systematic approach to gather comprehensive insights about the specified niche, utilizing various research methods and AI-powered analysis to generate a detailed summary that will inform the subsequent stages of the birthday card creation process.

subagent1refined-repeating

G) FULL TASKS (INCLUDING REPEATING TASKS):

1. Input: Niche description text (1-500 characters)
2. Task 15: Search Google for "{niche topic} birthday cards" to gather insights on current top-selling designs, themes, and styles in the specified niche.
3. Task 1 or 4: Use GPT-4 to analyze the Google search results and extract relevant information about popular designs, themes, and styles.
4. Task 19: Search Google Images for "{niche topic} birthday cards" to find popular visual trends and design elements for the niche birthday cards.
5. Task 1 or 4: Use GPT-4 to analyze the Google Images search results and extract relevant information about visual trends and design elements.
6. Task 16: Scrape text content from the top relevant website (identified in the Google search results) to gather additional information about the niche.
7. Task 1 or 4: Use GPT-4 to analyze the scraped content and extract relevant words, phrases, and concepts related to the niche.
8. Task 16: Scrape text content from the second most relevant website (identified in the Google search results) to gather additional information about the niche.
9. Task 1 or 4: Use GPT-4 to analyze the scraped content and extract relevant words, phrases, and concepts related to the niche.
10. Task 16: Scrape text content from the third most relevant website (identified in the Google search results) to gather additional information about the niche.
11. Task 1 or 4: Use GPT-4 to analyze the scraped content and extract relevant words, phrases, and concepts related to the niche.
12. Task 16: Scrape text content from the fourth most relevant website (identified in the Google search results) to gather additional information about the niche.
13. Task 1 or 4: Use GPT-4 to analyze the scraped content and extract relevant words, phrases, and concepts related to the niche.
14. Task 16: Scrape text content from the fifth most relevant website (identified in the Google search results) to gather additional information about the niche.
15. Task 1 or 4: Use GPT-4 to analyze the scraped content and extract relevant words, phrases, and concepts related to the niche.
16. Task 1 or 4: Use GPT-4 to synthesize the findings from the Google search, Google Images search, and website content scraping into a comprehensive niche research summary.
17. Task 9: Save the niche research summary as a JSON file on the server.
18. Output: URL of the JSON file containing the niche research summary.

Subagent1 task-ID-numbers

subagent1-output-variables

Here's the updated task list with the output tokens added:

--------------
G) FULL TASKS (INCLUDING REPEATING TASKS):

1. Input: Niche description text (1-500 characters)
2. Task 15: Search Google for "{niche topic} birthday cards" to gather insights on current top-selling designs, themes, and styles in the specified niche. [niche-google-search-results]
3. Task 1 or 4: Use GPT-4 to analyze the Google search results and extract relevant information about popular designs, themes, and styles. [niche-google-search-analysis]
4. Task 19: Search Google Images for "{niche topic} birthday cards" to find popular visual trends and design elements for the niche birthday cards. [niche-google-images-search-results]
5. Task 1 or 4: Use GPT-4 to analyze the Google Images search results and extract relevant information about visual trends and design elements. [niche-google-images-analysis]
6. Task 16: Scrape text content from the top relevant website (identified in the Google search results) to gather additional information about the niche. [niche-website1-text]
7. Task 1 or 4: Use GPT-4 to analyze the scraped content and extract relevant words, phrases, and concepts related to the niche. [niche-website1-analysis]
8. Task 16: Scrape text content from the second most relevant website (identified in the Google search results) to gather additional information about the niche. [niche-website2-text]
9. Task 1 or 4: Use GPT-4 to analyze the scraped content and extract relevant words, phrases, and concepts related to the niche. [niche-website2-analysis]
10. Task 16: Scrape text content from the third most relevant website (identified in the Google search results) to gather additional information about the niche. [niche-website3-text]
11. Task 1 or 4: Use GPT-4 to analyze the scraped content and extract relevant words, phrases, and concepts related to the niche. [niche-website3-analysis]
12. Task 16: Scrape text content from the fourth most relevant website (identified in the Google search results) to gather additional information about the niche. [niche-website4-text]
13. Task 1 or 4: Use GPT-4 to analyze the scraped content and extract relevant words, phrases, and concepts related to the niche. [niche-website4-analysis]
14. Task 16: Scrape text content from the fifth most relevant website (identified in the Google search results) to gather additional information about the niche. [niche-website5-text]
15. Task 1 or 4: Use GPT-4 to analyze the scraped content and extract relevant words, phrases, and concepts related to the niche. [niche-website5-analysis]
16. Task 1 or 4: Use GPT-4 to synthesize the findings from the Google search, Google Images search, and website content scraping into a comprehensive niche research summary. [niche-research-summary]
17. Task 9: Save the niche research summary as a JSON file on the server. [niche-research-summary-url]
18. Output: URL of the JSON file containing the niche research summary. [niche-research-summary-url]

--------------
H) OUTPUT TOKENS

1. [niche-google-search-results]
2. [niche-google-search-analysis]
3. [niche-google-images-search-results]
4. [niche-google-images-analysis]
5. [niche-website1-text]
6. [niche-website1-analysis]
7. [niche-website2-text]
8. [niche-website2-analysis]
9. [niche-website3-text]
10. [niche-website3-analysis]
11. [niche-website4-text]
12. [niche-website4-analysis]
13. [niche-website5-text]
14. [niche-website5-analysis]
15. [niche-research-summary]
16. [niche-research-summary-url]

--------------

subagent1refined-repeating-json-core

G) TASKFLOW SUMMARY

1. Title task: Perform Google search for "{niche topic} birthday cards"
   Description of the task: Search Google for "{niche topic} birthday cards" to gather insights on current top-selling designs, themes, and styles in the specified niche.
   Input(s) involved: Niche description text (1-500 characters)
   Output token name: Google search results for "{niche topic} birthday cards"

2. Title task: Analyze Google search results for design insights
   Description of the task: Use GPT-4 to analyze the Google search results and extract relevant information about popular designs, themes, and styles.
   Input(s) involved: Google search results for "{niche topic} birthday cards"
   Output token name: Insights on popular designs, themes, and styles in the niche

3. Title task: Search Google Images for "{niche topic} birthday cards"
   Description of the task: Search Google Images for "{niche topic} birthday cards" to find popular visual trends and design elements for the niche birthday cards.
   Input(s) involved: Niche description text (1-500 characters)
   Output token name: Google Images search results for "{niche topic} birthday cards"

4. Title task: Analyze Google Images search results for visual trends
   Description of the task: Use GPT-4 to analyze the Google Images search results and extract relevant information about visual trends and design elements.
   Input(s) involved: Google Images search results for "{niche topic} birthday cards"
   Output token name: Insights on visual trends and design elements in the niche

5. Title task: Scrape text content from the top relevant website
   Description of the task: Scrape text content from the top relevant website (identified in the Google search results) to gather additional information about the niche.
   Input(s) involved: Google search results for "{niche topic} birthday cards"
   Output token name: Scraped text content from the top relevant website

6. Title task: Analyze scraped content from the top relevant website
   Description of the task: Use GPT-4 to analyze the scraped content and extract relevant words, phrases, and concepts related to the niche.
   Input(s) involved: Scraped text content from the top relevant website
   Output token name: Insights on relevant words, phrases, and concepts from the top website

7. Title task: Scrape text content from the second most relevant website
   Description of the task: Scrape text content from the second most relevant website (identified in the Google search results) to gather additional information about the niche.
   Input(s) involved: Google search results for "{niche topic} birthday cards"
   Output token name: Scraped text content from the second most relevant website

8. Title task: Analyze scraped content from the second most relevant website
   Description of the task: Use GPT-4 to analyze the scraped content and extract relevant words, phrases, and concepts related to the niche.
   Input(s) involved: Scraped text content from the second most relevant website
   Output token name: Insights on relevant words, phrases, and concepts from the second website

9. Title task: Scrape text content from the third most relevant website
   Description of the task: Scrape text content from the third most relevant website (identified in the Google search results) to gather additional information about the niche.
   Input(s) involved: Google search results for "{niche topic} birthday cards"
   Output token name: Scraped text content from the third most relevant website

10. Title task: Analyze scraped content from the third most relevant website
    Description of the task: Use GPT-4 to analyze the scraped content and extract relevant words, phrases, and concepts related to the niche.
    Input(s) involved: Scraped text content from the third most relevant website
    Output token name: Insights on relevant words, phrases, and concepts from the third website

11. Title task: Scrape text content from the fourth most relevant website
    Description of the task: Scrape text content from the fourth most relevant website (identified in the Google search results) to gather additional information about the niche.
    Input(s) involved: Google search results for "{niche topic} birthday cards"
    Output token name: Scraped text content from the fourth most relevant website

12. Title task: Analyze scraped content from the fourth most relevant website
    Description of the task: Use GPT-4 to analyze the scraped content and extract relevant words, phrases, and concepts related to the niche.
    Input(s) involved: Scraped text content from the fourth most relevant website
    Output token name: Insights on relevant words, phrases, and concepts from the fourth website

13. Title task: Scrape text content from the fifth most relevant website
    Description of the task: Scrape text content from the fifth most relevant website (identified in the Google search results) to gather additional information about the niche.
    Input(s) involved: Google search results for "{niche topic} birthday cards"
    Output token name: Scraped text content from the fifth most relevant website

14. Title task: Analyze scraped content from the fifth most relevant website
    Description of the task: Use GPT-4 to analyze the scraped content and extract relevant words, phrases, and concepts related to the niche.
    Input(s) involved: Scraped text content from the fifth most relevant website
    Output token name: Insights on relevant words, phrases, and concepts from the fifth website

15. Title task: Synthesize findings into a comprehensive niche research summary
    Description of the task: Use GPT-4 to synthesize the findings from the Google search, Google Images search, and website content scraping into a comprehensive niche research summary.
    Input(s) involved: Insights on popular designs, themes, and styles in the niche, Insights on visual trends and design elements in the niche, Insights on relevant words, phrases, and concepts from the top website, Insights on relevant words, phrases, and concepts from the second website, Insights on relevant words, phrases, and concepts from the third website, Insights on relevant words, phrases, and concepts from the fourth website, Insights on relevant words, phrases, and concepts from the fifth website
    Output token name: Comprehensive niche research summary

16. Title task: Save the niche research summary as a JSON file
    Description of the task: Save the niche research summary as a JSON file on the server.
    Input(s) involved: Comprehensive niche research summary
    Output token name: URL of the JSON file containing the niche research summary

subagent1mermaid

<!DOCTYPE html>
<html>
<head>
  <title>Mermaid Diagram Example</title>
  <script src="https://cdnjs.cloudflare.com/ajax/libs/mermaid/9.4.3/mermaid.min.js"></script>
</head>
<body>
  <div class="mermaid">
graph TD
A[Niche description text 1-500 characters] --> B{Perform Google search for niche topic birthday cards}
A --> C{Search Google Images for niche topic birthday cards}
B --> D{Analyze Google search results for design insights}
C --> E{Analyze Google Images search results for visual trends}
B --> F{Scrape text content from the top relevant website}
F --> G{Analyze scraped content from the top relevant website}
B --> H{Scrape text content from the second most relevant website}
H --> I{Analyze scraped content from the second most relevant website}
B --> J{Scrape text content from the third most relevant website}
J --> K{Analyze scraped content from the third most relevant website}
B --> L{Scrape text content from the fourth most relevant website}
L --> M{Analyze scraped content from the fourth most relevant website}
B --> N{Scrape text content from the fifth most relevant website}
N --> O{Analyze scraped content from the fifth most relevant website}
D --> P{Synthesize findings into a comprehensive niche research summary}
E --> P
G --> P
I --> P
K --> P
M --> P
O --> P
P --> Q{Save the niche research summary as a JSON file}
Q --> R[URL of the JSON file containing the niche research summary]
  </div>

SubAgent #2

claude 3 - subagent2

subagent2-refined

A) SUBAGENT SUMMARY: The Slogan Generator (Pun Prodigy) subagent generates a variety of slogans and puns based on niche-specific words and phrases extracted from the niche research summary.

B) FINAL TASK OUTPUT: A JSON file containing a list of generated slogans and puns, saved on the server. Each slogan/pun entry should be a string of no more than 100 characters.

C) SUBAGENT INPUT:
   - A JSON file containing the niche research summary, including popular themes, styles, keywords, and key information about the niche.

E) SUBAGENT TASK SUMMARY:
   1. Access the niche research summary JSON file from the server (Task 10).
   2. Use GPT-4 (Task 1 or 4) to analyze the niche research summary and extract relevant words, phrases, and concepts for slogan generation.
   3. Use the prompt generator (Task 2) to create custom prompts based on the extracted niche-specific words and phrases.
   4. Use GPT-4 (Task 1 or 4) to generate a variety of slogans and puns based on the custom prompts. Generate at least 20 slogans/puns to ensure a diverse selection.
   5. Use GPT-4 (Task 1 or 4) to refine and polish the generated slogans and puns, ensuring they are witty, relevant, and adhere to the 100-character limit.
   6. Save the final list of generated slogans and puns as a JSON file on the server (Task 9).

F) SILOS:
   Silo 1: Niche-specific Word/Phrase Extraction
   - Access the niche research summary JSON file from the server (Task 10).
   - Use GPT-4 (Task 1 or 4) to analyze the niche research summary and extract relevant words, phrases, and concepts for slogan generation.

Silo 2: Custom Prompt Generation
   - Use the prompt generator (Task 2) to create custom prompts based on the extracted niche-specific words and phrases.

Silo 3: Slogan and Pun Generation
   - Use GPT-4 (Task 1 or 4) to generate a variety of slogans and puns based on the custom prompts. Generate at least 20 slogans/puns to ensure a diverse selection.

Silo 4: Slogan and Pun Refinement
   - Use GPT-4 (Task 1 or 4) to refine and polish the generated slogans and puns, ensuring they are witty, relevant, and adhere to the 100-character limit.

Silo 5: JSON File Creation and Storage
   - Save the final list of generated slogans and puns as a JSON file on the server (Task 9).

The Slogan Generator (Pun Prodigy) subagent takes the niche research summary as input, extracts relevant words and phrases, generates custom prompts, and produces a diverse set of slogans and puns tailored to the specific niche. The final output is a JSON file containing the generated slogans and puns, saved on the server for further use in the birthday card generation workflow.

subagent2refined-repeating

A) SUBAGENT SUMMARY: The Slogan Generator (Pun Prodigy) subagent generates a variety of slogans and puns based on niche-specific words and phrases extracted from the niche research summary.

B) FINAL TASK OUTPUT: A JSON file containing a list of generated slogans and puns, saved on the server. Each slogan/pun entry should be a string of no more than 100 characters.

C) SUBAGENT INPUT:
   - A JSON file containing the niche research summary, including popular themes, styles, keywords, and key information about the niche.

Silo 2: Custom Prompt Generation
   - Use the prompt generator (Task 2) to create custom prompts based on the extracted niche-specific words and phrases.

Silo 3: Slogan and Pun Generation
   - Use GPT-4 (Task 1 or 4) to generate a variety of slogans and puns based on the custom prompts. Generate at least 20 slogans/puns to ensure a diverse selection.

Silo 4: Slogan and Pun Refinement
   - Use GPT-4 (Task 1 or 4) to refine and polish the generated slogans and puns, ensuring they are witty, relevant, and adhere to the 100-character limit.

Silo 5: JSON File Creation and Storage
   - Save the final list of generated slogans and puns as a JSON file on the server (Task 9).

G) FULL TASKS (INCLUDING REPEATING TASKS):
   1. Access the niche research summary JSON file from the server (Task 10).
   2. Use GPT-4 (Task 1 or 4) to analyze the niche research summary and extract relevant words, phrases, and concepts for slogan generation.
   3. Use the prompt generator (Task 2) to create a custom prompt based on the extracted niche-specific words and phrases.
   4. Use GPT-4 (Task 1 or 4) to generate 5 slogans and puns based on the custom prompt.
   5. Use GPT-4 (Task 1 or 4) to refine and polish the generated slogans and puns, ensuring they are witty, relevant, and adhere to the 100-character limit.
   6. Repeat steps 3-5 three more times to generate a total of 20 slogans and puns.
   7. Save the final list of generated slogans and puns as a JSON file on the server (Task 9).

The Slogan Generator (Pun Prodigy) subagent takes the niche research summary as input, extracts relevant words and phrases, generates custom prompts, and produces a diverse set of slogans and puns tailored to the specific niche. The process involves multiple iterations of custom prompt generation, slogan and pun generation, and refinement to ensure a sufficient number of high-quality slogans and puns are created. The final output is a JSON file containing the generated slogans and puns, saved on the server for further use in the birthday card generation workflow.

Subagent2 task-ID-numbers

subagent2-output-variables

Here's the updated task list with the output tokens added:

A) SUBAGENT SUMMARY: The Slogan Generator (Pun Prodigy) subagent generates a variety of slogans and puns based on niche-specific words and phrases extracted from the niche research summary.

B) FINAL TASK OUTPUT: A JSON file containing a list of generated slogans and puns, saved on the server. Each slogan/pun entry should be a string of no more than 100 characters.

C) SUBAGENT INPUT:
   - A JSON file containing the niche research summary, including popular themes, styles, keywords, and key information about the niche.

Silo 2: Custom Prompt Generation
   - Use the prompt generator (Task 2) to create custom prompts based on the extracted niche-specific words and phrases.

Silo 3: Slogan and Pun Generation
   - Use GPT-4 (Task 1 or 4) to generate a variety of slogans and puns based on the custom prompts. Generate at least 20 slogans/puns to ensure a diverse selection.

Silo 4: Slogan and Pun Refinement
   - Use GPT-4 (Task 1 or 4) to refine and polish the generated slogans and puns, ensuring they are witty, relevant, and adhere to the 100-character limit.

Silo 5: JSON File Creation and Storage
   - Save the final list of generated slogans and puns as a JSON file on the server (Task 9).

G) FULL TASKS (INCLUDING REPEATING TASKS):
   1. Access the niche research summary JSON file from the server (Task 10). [niche-research-summary]
   2. Use GPT-4 (Task 1 or 4) to analyze the niche research summary and extract relevant words, phrases, and concepts for slogan generation. [niche-specific-words-phrases]
   3. Use the prompt generator (Task 2) to create a custom prompt based on the extracted niche-specific words and phrases. [custom-prompt1], [custom-prompt2], [custom-prompt3], [custom-prompt4]
   4. Use GPT-4 (Task 1 or 4) to generate 5 slogans and puns based on the custom prompt. [slogans-puns1], [slogans-puns2], [slogans-puns3], [slogans-puns4]
   5. Use GPT-4 (Task 1 or 4) to refine and polish the generated slogans and puns, ensuring they are witty, relevant, and adhere to the 100-character limit. [refined-slogans-puns1], [refined-slogans-puns2], [refined-slogans-puns3], [refined-slogans-puns4]
   6. Repeat steps 3-5 three more times to generate a total of 20 slogans and puns.
   7. Save the final list of generated slogans and puns as a JSON file on the server (Task 9). [final-slogans-puns-json]

H) OUTPUT TOKENS:
   - [niche-research-summary]: The JSON file containing the niche research summary.
   - [niche-specific-words-phrases]: The list of relevant words, phrases, and concepts extracted from the niche research summary.
   - [custom-prompt1], [custom-prompt2], [custom-prompt3], [custom-prompt4]: The custom prompts generated based on the niche-specific words and phrases.
   - [slogans-puns1], [slogans-puns2], [slogans-puns3], [slogans-puns4]: The sets of 5 slogans and puns generated based on each custom prompt.
   - [refined-slogans-puns1], [refined-slogans-puns2], [refined-slogans-puns3], [refined-slogans-puns4]: The refined and polished sets of slogans and puns.
   - [final-slogans-puns-json]: The JSON file containing the final list of generated slogans and puns, saved on the server.

subagent2refined-repeating-json-core

G) TASKFLOW SUMMARY

Title task: Access Niche Research Summary
Description of the task: Retrieve the niche research summary JSON file from the server, which contains popular themes, styles, keywords, and key information about the niche.
Input(s) involved: [Niche Research Summary JSON File]
Output token name: [Niche Research Summary]

Title task: Extract Niche-Specific Words and Phrases
Description of the task: Analyze the niche research summary using GPT-4 to identify and extract relevant words, phrases, and concepts that can be used for slogan generation.
Input(s) involved: [Niche Research Summary]
Output token name: [Niche-Specific Words and Phrases]

Title task: Generate Custom Prompts
Description of the task: Create custom prompts using the prompt generator based on the extracted niche-specific words and phrases to guide the slogan and pun generation process.
Input(s) involved: [Niche-Specific Words and Phrases]
Output token name: [Custom Prompts]

Title task: Generate Slogans and Puns
Description of the task: Use GPT-4 to generate a diverse set of at least 20 slogans and puns based on the custom prompts, ensuring relevance to the niche and creativity.
Input(s) involved: [Custom Prompts]
Output token name: [Generated Slogans and Puns]

Title task: Refine and Polish Slogans and Puns
Description of the task: Employ GPT-4 to refine and polish the generated slogans and puns, ensuring they are witty, relevant to the niche, and adhere to the 100-character limit.
Input(s) involved: [Generated Slogans and Puns]
Output token name: [Refined Slogans and Puns]

Title task: Save Slogans and Puns as JSON File
Description of the task: Create a JSON file containing the final list of refined slogans and puns and save it on the server for further use in the birthday card generation workflow.
Input(s) involved: [Refined Slogans and Puns]
Output token name: [Slogans and Puns JSON File]

subagent2mermaid

SubAgent #3

claude 3 - subagent3

subagent1-refined

A) SUBAGENT SUMMARY: The Slogan Selector (Witty Winnower) subagent selects the top 8 slogans from a list of generated slogans and puns based on their relevance to the niche, humorous impact, and overall quality.

B) FINAL TASK OUTPUT: A JSON file containing the top 8 selected slogans, saved on the server.

C) SUBAGENT INPUT: A JSON file containing a list of generated slogans and puns, saved on the server.

E) SUBAGENT TASK SUMMARY:
1. Task 10: Access the generated slogans and puns JSON file from the server.
2. Task 1 or 4: Use GPT-4 to evaluate and rank the slogans based on their relevance to the niche, humorous impact, and overall quality.
3. Task 1 or 4: Use GPT-4 to select the top 8 slogans from the ranked list.
4. Task 9: Save the selected slogans as a JSON file on the server.

Detailed workflow:
1. Task 10: Access the generated slogans and puns JSON file from the server.
   - Input: Internal server URL of the JSON file containing generated slogans and puns.
   - Output: The content of the JSON file (a list of generated slogans and puns).

2. Task 1 or 4: Use GPT-4 to evaluate and rank the slogans based on their relevance to the niche, humorous impact, and overall quality.
   - Input: The list of generated slogans and puns from the previous step.
   - Process: GPT-4 analyzes each slogan and assigns a score based on relevance, humor, and quality. It then ranks the slogans according to their scores.
   - Output: A ranked list of slogans and their corresponding scores.

3. Task 1 or 4: Use GPT-4 to select the top 8 slogans from the ranked list.
   - Input: The ranked list of slogans and their scores from the previous step.
   - Process: GPT-4 selects the top 8 slogans based on their ranking.
   - Output: A list of the top 8 selected slogans.

4. Task 9: Save the selected slogans as a JSON file on the server.
   - Input: The list of the top 8 selected slogans from the previous step.
   - Process: The list of selected slogans is converted into a JSON format and saved as a file on the server.
   - Output: The internal server URL of the JSON file containing the top 8 selected slogans.

F) SILOS: This subagent does not require silos as the tasks are sequential and each task's output serves as the input for the next task. However, if needed, the subagent can be split into two silos:

Silo 1: Slogan Evaluation and Ranking
- Task 10: Access the generated slogans and puns JSON file from the server.
- Task 1 or 4: Use GPT-4 to evaluate and rank the slogans based on their relevance to the niche, humorous impact, and overall quality.

Silo 2: Slogan Selection and Saving
- Task 1 or 4: Use GPT-4 to select the top 8 slogans from the ranked list.
- Task 9: Save the selected slogans as a JSON file on the server.

subagent1refined-repeating

B) FINAL TASK OUTPUT: A JSON file containing the top 8 selected slogans, saved on the server.

C) SUBAGENT INPUT: A JSON file containing a list of generated slogans and puns, saved on the server.

F) SILOS: This subagent does not require silos as the tasks are sequential and each task's output serves as the input for the next task.

G) FULL TASKS (INCLUDING REPEATING TASKS):
1. Task 10: Access the generated slogans and puns JSON file from the server.
   - Input: Internal server URL of the JSON file containing generated slogans and puns.
   - Output: The content of the JSON file (a list of generated slogans and puns).

Note: Based on the provided information, there are no explicit instructions for repeating tasks within this subagent. The tasks are performed sequentially, with each task's output serving as the input for the next task.

Subagent1 task-ID-numbers3

subagent3-output-variables

Here's the updated task list with the output tokens added:

--------------
A) SUBAGENT SUMMARY: The Slogan Selector (Witty Winnower) subagent selects the top 8 slogans from a list of generated slogans and puns based on their relevance to the niche, humorous impact, and overall quality.

B) FINAL TASK OUTPUT: A JSON file containing the top 8 selected slogans, saved on the server.

C) SUBAGENT INPUT: A JSON file containing a list of generated slogans and puns, saved on the server.

F) SILOS: This subagent does not require silos as the tasks are sequential and each task's output serves as the input for the next task.

2. Task 1 or 4: Use GPT-4 to evaluate and rank the slogans based on their relevance to the niche, humorous impact, and overall quality.
   - Input: The list of generated slogans and puns from the previous step [generated-slogans].
   - Process: GPT-4 analyzes each slogan and assigns a score based on relevance, humor, and quality. It then ranks the slogans according to their scores.
   - Output: A ranked list of slogans and their corresponding scores [ranked-slogans].

3. Task 1 or 4: Use GPT-4 to select the top 8 slogans from the ranked list.
   - Input: The ranked list of slogans and their scores from the previous step [ranked-slogans].
   - Process: GPT-4 selects the top 8 slogans based on their ranking.
   - Output: A list of the top 8 selected slogans [top8-slogans].

4. Task 9: Save the selected slogans as a JSON file on the server.
   - Input: The list of the top 8 selected slogans from the previous step [top8-slogans].
   - Process: The list of selected slogans is converted into a JSON format and saved as a file on the server.
   - Output: The internal server URL of the JSON file containing the top 8 selected slogans [top8-slogans-url].

H) OUTPUT TOKENS:
- [generated-slogans]: The content of the JSON file containing a list of generated slogans and puns.
- [ranked-slogans]: A ranked list of slogans and their corresponding scores based on relevance, humor, and quality.
- [top8-slogans]: A list of the top 8 selected slogans.
- [top8-slogans-url]: The internal server URL of the JSON file containing the top 8 selected slogans.
--------------

subagent3refined-repeating-json-core

G) TASKFLOW SUMMARY

1. Title task: Access generated slogans and puns JSON file
   Description of the task: Retrieve the JSON file containing the generated slogans and puns from the server using the provided internal server URL.
   Input(s) involved: [internal_server_url_slogans_puns]
   Output token name: [generated_slogans_puns_list]

2. Title task: Evaluate and rank slogans using GPT-4
   Description of the task: Utilize GPT-4 to analyze each slogan in the list, assigning scores based on relevance to the niche, humorous impact, and overall quality, then rank the slogans according to their scores.
   Input(s) involved: [generated_slogans_puns_list]
   Output token name: [ranked_slogans_list]

3. Title task: Select top 8 slogans from ranked list
   Description of the task: Use GPT-4 to choose the top 8 slogans from the ranked list based on their scores and ranking.
   Input(s) involved: [ranked_slogans_list]
   Output token name: [top_8_selected_slogans]

4. Title task: Save selected slogans as JSON file on server
   Description of the task: Convert the list of the top 8 selected slogans into a JSON format and save it as a file on the server, then output the internal server URL of the saved JSON file.
   Input(s) involved: [top_8_selected_slogans]
   Output token name: [internal_server_url_selected_slogans]

subagent3mermaid

prompts-required

Based on the components outlined above, here are the unique prompts that need to be written for this agent workflow:

Task: Niche Research Summary
Output of the task: A summary of the research findings, including popular themes, styles, keywords, and key information about the niche.
Description: Create a prompt that takes the input niche description and the results from the Google image search for "{niche topic} birthday cards." The prompt should instruct the LLM to analyze the search results, identify common themes, styles, and keywords, and provide a concise summary of the key information relevant to the niche. The summary should be structured and easily digestible for the next step in the workflow.

Task: Slogan and Pun Generation
Output of the task: A list of generated slogans and puns tailored to the specific niche.
Description: Develop a prompt that takes the niche research summary as input and instructs the LLM to generate a list of potential slogans and puns for the birthday cards. The prompt should guide the LLM to use the niche-specific words, phrases, and concepts from the research to create humorous and relevant slogans. Additionally, create sub-prompts for generating "play-on" words and clever puns related to the niche. The output should be a diverse set of slogan and pun options.

Task: Slogan Selection
Output of the task: A curated list of the top 8 slogans for the birthday cards.
Description: Create a prompt that takes the list of generated slogans and puns as input and instructs the LLM to evaluate and select the best 8 slogans based on their relevance to the niche, humorous impact, and overall quality. The prompt should provide criteria for assessing the slogans, such as originality, clarity, and effectiveness in conveying the niche theme. The output should be a curated list of the top 8 slogans.

Task: Image Generation Prompt
Output of the task: Detailed descriptions or keywords for generating doodle-style images that match the selected slogans and niche theme.
Description: Develop a prompt that takes the selected slogans and niche information as input and guides the LLM to generate detailed descriptions or keywords for creating doodle-style images using AI image generation tools like DALL-E. The prompt should instruct the LLM to consider the niche theme, the content of the slogans, and the desired hand-drawn appearance of the images. The output should be a set of descriptions or keywords that can be used as input for the image generation tools.

These prompts will be crucial in guiding the LLM to generate the necessary content and make decisions at various stages of the workflow. Each prompt should be carefully crafted to ensure that the LLM understands the specific requirements and context of the task, resulting in high-quality and relevant outputs for the birthday card generation process.