← Back

Vocabulary

Training data organized by stage — see what you're practicing and why

Stage 1 — Letter Warm-up

Letters and syllables derived from your real vocabulary — every pattern prepares you for words in later stages

Index Fingers

f j r u t y g h v m b n

Middle Fingers

d k e i c

Ring Fingers

s l w o x

Pinky Fingers

a p q z

Vocabulary Syllables

Each bigram appears in your keywords: "pr" from prompt, "wo" from workflow, "at" from automation

at ti io on pr ro om mp sy st te em wo or ow ho ex xp pl la cr ea re ar de si ig in co pa su ma mo el so al bu fi tr ri to no er wh th

Stage 2 — Key Transitions

Bigrams and chunks extracted from your vocabulary — "tion" from automation, "work" from workflow

Bigrams (ranked by frequency)

at ti io on in te re er st pr ro an al en ar de ex pl co mo tr si el ma wo ow sy cr ea ig mp ct so su bu fi sh ho wh th

Chunks (word fragments)

tion atio ation pro prom proj sys str ruct work flow ork exp xpl pla cre ate arch des dep dat com con tex mod sol ana int gra trig

Repetition Drills

pro pro pro sys sys sys tion tion tion work work work flow flow flow ate ate ate str str str exp exp exp com com com aut aut aut mod mod mod int int int

Stage 3 — Keywords

Build muscle memory for real vocabulary used in your daily work

Single Words

n8n workflow automation system prompt model analysis tools project integration prototype experiment client process data structure evaluation architecture pipeline trigger execution deployment solution design context token generation response instruction summary api json cli db webhook

Word Pairs

n8n workflow workflow automation automation system system integration prompt workflow model analysis client project data analysis project workflow model evaluation system architecture pipeline trigger api integration json data workflow execution n8n automation n8n integration prompt model tool integration system design

Stage 4 — Command Phrases

Practice prompt patterns you type daily

Creation

create workflow create simple workflow create prototype create system create a simple prototype build a new workflow make it simpler make it shorter

Explanation

explain step by step explain the process explain the architecture explain this system explain how this works show the simplest version show the architecture show me the workflow

Comparison

compare these options compare two approaches compare tools compare these two what is better which approach is simpler

Debugging

what is wrong here why does this happen how can I fix this what is the best solution what is the error find the problem

Analysis

summarize this analyze the workflow estimate the complexity evaluate this approach what tools should I use what is the simplest approach

Stage 5 — Real Prompts

Type full sentences exactly as you would to an AI

create a simple n8n workflow
show the system architecture
explain the process step by step
compare these two approaches
what is the simplest solution
create a simple workflow for this task
explain this step by step
what is the best architecture for this
show me the simplest version
how can I automate this process
create a prototype for this idea
what tools should I use for this project
compare these two tools and suggest the best one
explain the workflow architecture step by step
build a simple automation pipeline
analyze the system and find the problem
what is the simplest way to integrate this
create a simple api for this workflow
show me how to fix this error
estimate the complexity of this project
design a simple system for this use case
please explain this system step by step
create a simple prototype for this idea
what is the simplest workflow for this project

Training Summary

Stages 1-2 are derived from Stages 3-5 vocabulary — every practice pattern connects to real words

Finger groups 4
Vocab syllables 45
Bigrams 40
Chunks 30
Keywords 55
Command phrases 35+
Full prompts 24