By Abdul Baays Fakhri
MindScript is a natural language programming compiler where machines learn human logic instead of humans learning machine languages. Write algorithms in plain English.
Write your algorithm in plain English. The compiler detects your intent and maps it to an optimized implementation.
MindScript is a Python-based intent-to-algorithm compiler. You write your algorithm in plain English using .ms files, and the compiler detects your intent, matches it to an optimized algorithm pattern, and executes it — no loops, no variable declarations, no memory management needed.
Traditional programming requires humans to learn the syntax and logic of machine languages. MindScript reverses this: machines learn human logic.
Given: Array = [1, a, 4, 1, b, c, d, a, 10] Find all repeated elements and their counts: - Look at each element - Remember which ones I have seen before - Count how many times each is repeated
The MindScript compiler reads this, identifies the intent as "find_duplicates", and maps it to an optimized Python implementation using collections.Counter.
| Pattern | Description |
|---|---|
find_duplicates |
Find all repeated elements and their counts |
two_sum |
Find two numbers that add up to a target |
longest_consecutive |
Find the longest consecutive sequence |
valid_parentheses |
Check if parentheses are balanced |
group_by |
Group elements by a criterion |
find_max / find_min |
Find maximum or minimum element |
sort_elements |
Sort elements in order |
remove_duplicates |
Remove duplicate elements |
count_occurrences |
Count occurrences of each element |
python3 mindscript_compiler.py examples/find_duplicates.ms
Version: 0.0.0.1 — Prototype | Founded: July 2, 2025 | Author: Abdul Baays Fakhri
Instead of humans learning machine languages, machines learn human logic.