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wtf is auto-maple?

patrickjs/auto-maple — explained in plain English

Analysis updated 2026-07-18 · repo last pushed 2025-12-26

Audience · generalComplexity · 4/5QuietSetup · hard

TL;DR

A bot that plays the game MapleStory for you, using computer vision to track your character and automate movement, puzzles, and attacks.

Mindmap

mindmap
  root((repo))
    What it does
      Auto plays MapleStory
      Tracks minimap position
      Solves arrow puzzles
      Runs attack combos
    Tech stack
      Python
      CUDA
      Computer vision model
    Use cases
      Auto grind content
      Share command books
      Build custom routines
    Audience
      Gamers
      Automation hobbyists
    Config
      Command book file
      Routine CSV file
      Loops and conditions

Code map

Detail Auto

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filefunction / class

Why would anyone build with this?

REASON 1

Automatically grind repetitive MapleStory content without sitting at the computer.

REASON 2

Create a command book that defines ability key combos for a specific character class.

REASON 3

Build a routine CSV that tells the bot where to move and what to do at each location.

REASON 4

Share community-made command books and routines for other players to reuse.

What's in the stack?

PythonCUDA

How it stacks up

patrickjs/auto-maple0verflowme/alarm-clock0verflowme/seclists
LanguageCSS
Last pushed2025-12-262022-10-032020-05-03
MaintenanceQuietDormantDormant
Setup difficultyhardeasyeasy
Complexity4/52/51/5
Audiencegeneralvibe coderops devops

Figures from each repo's GitHub metadata at analysis time.

How do you spin it up?

Difficulty · hard Time to first run · 1h+

Requires Python, CUDA for GPU acceleration, and a pre-trained machine-learning model.

Wtf does this do

Auto Maple is a program that plays MapleStory, a popular online role-playing game, automatically on your behalf. Instead of you manually clicking and pressing keys, the program watches your character's position on screen and controls its movements and attacks to grind through game content hands-free. The program works by combining a few clever computer vision techniques. It watches the game's minimap (the small position indicator in the corner) to track exactly where your character is at any moment, then uses a pathfinding algorithm to figure out the best route to reach objectives. It can also recognize and solve in-game arrow-key puzzles automatically by analyzing what it sees on screen. When it comes time to attack, it presses the right combination of ability keys in the correct sequence, imagine recording a specific combo move and having it replay perfectly every single time. The system is built to be flexible. Instead of hardcoding every character class and playstyle, you provide two things: a "command book" (a Python file that lists what keys each ability should press) and a "routine" (a CSV spreadsheet that tells the program where to move and which abilities to use at each location). This modularity means one person can set up a command book for a Mage, someone else creates a routine for a specific dungeon, and the community can share these resources so everyone benefits. The routine system even supports loops and conditional logic, so complex farming patterns can be encoded. This kind of automation is primarily used by players who want to grind repetitive content without sitting at their computer for hours, or by the community members who enjoy the puzzle of optimizing strategies and sharing their setups. The project requires some technical setup, installing Python, CUDA for GPU acceleration, and downloading a pre-trained machine-learning model, but once configured, users just select a routine and hit go.

Yoink these prompts

Prompt 1
Help me write a command book Python file for Auto Maple for a Mage-style character.
Prompt 2
Show me how to structure a routine CSV file with loops and conditional logic for Auto Maple.
Prompt 3
Walk me through installing Python, CUDA, and the pre-trained model needed to run Auto Maple.
Prompt 4
Explain how Auto Maple uses the minimap and pathfinding to move my character automatically.

Frequently asked questions

wtf is auto-maple?

A bot that plays the game MapleStory for you, using computer vision to track your character and automate movement, puzzles, and attacks.

Is auto-maple actively maintained?

Quiet — no commits in 6-12 months (last push 2025-12-26).

How hard is auto-maple to set up?

Setup difficulty is rated hard, with roughly 1h+ to a first successful run.

Who is auto-maple for?

Mainly general.

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