Action Toolkits for AI
Practical AI systems for career, freelancing & productivity
What it does
Action Toolkits for AI: ready-to-use systems for career, freelancing & productivity. Most people ask AI random questions and get random results. These toolkits give you structured frameworks, step-by-step playbooks, purpose-built AI prompts, templates and decision checkpoints. A complete system you can follow — not just another list of prompts. Works with free ChatGPT or Claude. For job seekers, freelancers and professionals who want practical systems.
Step-by-step AI-powered systems for career changes, client acquisition, business launches and other high-stakes goals.
Step-by-step AI toolkits to change careers, land clients, and launch products — $4 each . Real pages straight from the PDF — the cover plus three interior pages: Before You Begin, How to Use This Guide, and Contents. Every toolkit combines structured frameworks, AI-assisted validation and actionable steps to help you move forward with confidence. A downloadable PDF with structured frameworks, AI prompts, templates, and step-by-step guides for a specific goal. Think of it as a playbook + AI assistant in one. No. Everything works with the free version of ChatGPT, Claude, or any LLM. The toolkits give you the system — the AI is just the tool. A complete PDF playbook packed with frameworks, AI…from actiontoolkitsforai.com
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I trained a 125M-parameter transformer to autocomplete piano performances in real time (~108 notes/sec on an iPhone 15). The idea is basically GitHub Copilot or Tabnine, except instead of prompting it with code, you prompt it by playing a few notes on a MIDI piano. The model then continues what you played, entirely on-device. The app is free if anyone wants to try it. Happy to answer questions about the model, training, Core ML, or the many things that didn't work.
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Life & fun · Aug 2026 · toneyalexander.github.io
I trained a 125M-parameter transformer to autocomplete piano performances in real time (~108 notes/sec on an iPhone 15). The idea is basically GitHub Copilot or Tabnine, except instead of prompting it with code, you prompt it by playing a few notes on a MIDI piano. The model then continues what you played, entirely on-device. The app is free if anyone wants to try it. Happy to answer questions about the model, training, Core ML, or the many things that didn't work.
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