Tools for thinking • Space for creativity • Built to explore
A collection of AI-powered tools designed to help shape ideas, refine thinking, and experiment with new approaches. Screenshots of the tools can be found within the images folder of this repo
The Aether AI Toolkit is a collection of purpose-built AI applications, each designed to perform a specific task.
Instead of building one general-purpose chatbot, this project takes a different approach:
Give each tool a role and let it do it well.
These tools are designed to be useful, focused, and a little more human, not just another generic interface.
Each app focuses on a distinct type of thinking:
- idea generation
- structured planning
- reflection and feedback
- evaluation and critique
- content transformation
- guided support
Some tools are lightweight and practical.
Others explore more advanced AI behaviours.
Together, they form an evolving toolkit designed for:
- learning and development
- creative workflows
- productivity and organisation
- experimentation with AI systems
This repository is actively evolving.
New tools will be added to this repository over time as they are ready.
A new combined build is now being developed alongside the individual tool folders.
Rather than releasing every lightweight direct-API tool as a separate standalone app, the combined build brings multiple tools into one shared shell. This makes the toolkit easier to launch, easier to explore, and easier to demonstrate while preserving the individual identity and purpose of each tool.
The combined build is designed as the recommended starting point for the direct API tools. It currently brings together:
| Tool | Primary Role |
|---|---|
| T.A.L.K. | Structured thinking, writing, planning, and conversation support |
| C.L.A.R.I.F.Y. | Explanation, revision, simplification, and understanding |
| S.E.E.D. | Session ideas, activity design, and objective-led planning |
| N.U.D.G.E. | Short-form evaluation, feedback, and next-step guidance |
| R.E.A.C.T. | SMART targets, reflection, and action planning |
| I.N.S.P.I.R.E. | Project ideas, prompts, titles, and creative starting points |
This combined build does not remove the wider purpose of the repository. The individual tools still exist as part of the broader Aether ecosystem, but the combined shell gives the lighter tools a cleaner home and a more coherent demo experience.
Across all tools in this repository:
-
Each tool has a clear purpose
No duplicates. No filler. No “just another chatbot”. -
Structure over noise
Outputs are guided, formatted, and intentional. -
Prompting is part of the skill
These tools encourage better input, not passive use. -
Lightweight by default
Simple architecture where possible. Efficient by design. -
Built to evolve
AI platforms change. These tools are designed to change with them.
Aether tools are designed to support better thinking, not replace it.
The aim is not to create dependency on AI, but to help users become clearer, more intentional, and more aware of how they ask for support. In practice, this means many tools intentionally build in structure, visible constraints, and prompts that encourage the user to think before asking.
This connects closely to the SPARK Prompt Framework, which can be found here:
https://github.com/pryeraaron95-code/spark-prompt-framework
In this context, cost awareness is not just a technical feature. It is part of the learning design. If users can see that vague prompts, long chats, and repeated context increase usage, they are encouraged to prompt with more care, clarity, and purpose.
This repository is part of a broader system of tools.
More will be added over time as they are refined and updated, but they all share the same core ideas.
Below is a selection of working tools. Already built, actively used, and continuing to evolve as they are brought into this repository.
The newest build combines several of the lighter direct-API tools into a single local application shell.
This combined shell is intended for tools that use straightforward API calls and do not require retrieval, file analysis, voice interaction, or more complex assistant-style architecture. It provides one shared launcher, one local backend, one environment setup, and separate tool spaces within the same interface.
The combined build currently includes:
- T.A.L.K.
- C.L.A.R.I.F.Y.
- S.E.E.D.
- N.U.D.G.E.
- R.E.A.C.T.
- I.N.S.P.I.R.E.
The more advanced tools remain separate or experimental where their architecture requires it.
| Tool | Full Name | Description |
|---|---|---|
| T.A.L.K. | Tool for Answers, Learning & Knowledge | A structured AI interface designed to support clear thinking, writing, and problem-solving. Built with intentional constraints to encourage better prompting and more meaningful interaction. |
| R.E.A.C.T. | Reflective Evaluation & Assignment Coaching Tool | Helps turn feedback into action by guiding users to refine SMART targets and build practical next steps. |
| I.N.S.P.I.R.E. | Idea Nurturing & Structured Prompting for Independent Research & Exploration | Generates tailored ideas, prompts, and starting points. Designed to spark creativity and exploration. |
| C.A.S.T. | Collaborative Assignment Structuring Tool | Breaks down and assigns group projects into clear, balanced roles and structures, helping teams work more effectively. |
| Tool | Full Name | Description |
|---|---|---|
| N.U.D.G.E. | Next-step Understanding & Development Guidance Evaluator | A lightweight self-evaluation tool that compares responses and offers guidance for improvement and next steps. |
| C.L.A.R.I.F.Y. | Contextual Learning Aid for Revision, Insight, Feedback & You | A flexible tutor-style tool that explains concepts, simplifies information, and supports understanding. |
| D.A.R.T. | Dynamic Assistant for Resource Transformation | Turns ideas into structured content, from outlines and notes to discussion prompts and learning materials. |
| S.E.E.D. | Session Engagement & Evaluation Designer | Builds activities, questions, and assessment ideas from a single objective. Helping sessions grow from a strong starting point. |
Note - These are currently under re-development as they were built using older OpenAI Assistants, which are being deprecated.
| Tool | Full Name | Description |
|---|---|---|
| S.P.A.R.K. | Summarise, Present, Adapt, Reformat, Knowledge | Transforms large text or documents into structured, usable outputs such as summaries, slides, or teaching content. |
| E.C.H.O. | Evaluation & Commentary for Human Output | Analyses written work and provides structured, rubric-style feedback to support reflection and improvement. |
| W.H.I.S.P.E.R. | Workplace Help & Instant Support for Policy, Education & Reference | A retrieval-based assistant designed to answer questions using trusted documents, guides, or internal knowledge. |
| I.N.T.E.R.V.U.E. | Interactive, Natural Training Environment for Role-based Verbal User Evaluation | Simulates mock interviews with voice interaction, offering realistic practice and feedback. |
| M.U.S.E. | Multimodal Utility for Simulated Engagement | A roleplay and scenario-based tool designed for training, storytelling, and emotionally aware interaction. |
All tools in this repository use the OpenAI API.
- Most tools use direct API calls
- Some earlier builds used Assistant-based architectures (currently being updated)
The newer combined build uses a single Node + Express shell to serve multiple direct-API tools from one local app. This keeps setup simpler while still allowing each tool to maintain its own purpose, interface, and prompt behaviour.
This toolkit is actively evolving alongside changes to AI platforms and APIs.
To run any of the tools in this repository, you will need:
- Node.js (v18+ recommended)
- An OpenAI API key
- Active API credits (usage is pay-as-you-go)
These tools do not include free-tier AI access.
All requests are made using your own API key and usage is billed to your account. This pay-as-you-go model keeps usage flexible and can be very cost-effective depending on how the tools are used.
git clone https://github.com/pryeraaron95-code/aether-ai-toolkit.git
cd aether-ai-toolkit
You’ll need to be inside this folder to run the app locally.
npm install
For the combined toolkit build, run npm install from inside the combined toolkit folder. Individual standalone tools may still have their own folder-level setup if used separately.
Create a .env file in the root of the project:
OPENAI_API_KEY=your_api_key_here
(Optional) OPENAI_MODEL=gpt-4.1-nano PORT=3000
An example .env can be found within each tool folder
- Go to: https://platform.openai.com/
- Create an account (or sign in)
- Generate an API key
- Add billing / credits
I started with $10 and barely scratched the surface.
Most tools follow a simple Node.js setup:
node server.js
For the combined toolkit build, this will launch the shared local shell rather than a single tool.
Then open your browser at:
- Each tool has its own folder and README
- The combined build is the easiest starting point for the lighter direct-API tools
- Some advanced tools may require additional setup (explained per tool)
These tools use a usage-based API.
- Most interactions cost fractions of a penny
- Longer conversations increase cost due to context being resent. (Not every tool does this)
- Some tools intentionally expose estimated token usage to encourage efficient prompting
In tools such as T.A.L.K., longer conversations can increase cost because the chat context is resent to preserve the flow of the conversation. This is intentional. It makes context and cost visible, encouraging users to think clearly, ask better questions, and avoid using AI as a passive dependency.
This reflects the wider Aether approach: AI should support thinking, clarity, reflection, and creativity, not replace the user’s own judgement.
This is by design.
This is a living project.
- Some tools are complete
- Some are being updated
- Some are being rebuilt
- Migration to newer AI architectures (following depreciation of some original app architecture)
- Explore integration with other API providers or offline local models
- Improved UX/UI
- Cross-integration between tools
- Continued refinement of the combined toolkit shell
- Continued expansion of the toolkit
This isn’t a single tool. It’s a system of ideas - built, tested, refined, and evolving.
Each app exists for a reason. Designed to be creative, flexible, and not limited by “that’s just the standard”.