gcode-to-text

Extract letters and symbols encoded in CNC, 3D-printer and laser-cutter G-code movement coordinates.

Updated Apr 14, 2026
One-click install
npx skills add https://github.com/bianhaifeng789-hue/openclaw-config --skill gcode-to-text-bianhaifeng789-hue
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: gcode-to-text
Source: https://github.com/bianhaifeng789-hue/openclaw-config/tree/main/skills/tb2/gcode-to-text
Command: npx skills add https://github.com/bianhaifeng789-hue/openclaw-config --skill gcode-to-text-bianhaifeng789-hue

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Many G-code files encode letters and symbols only as movement commands rather than explicit text labels, making it difficult to know what will be printed or engraved without analyzing toolpath geometry. This Skill helps recover readable text and symbols by extracting, visualizing, and interpreting coordinate sequences that define letter shapes.

Core Features & Use Cases

  • Coordinate extraction: Parse G0/G1/G2/G3 commands to get X/Y (and Z/E where relevant) sequences that trace letter outlines.
  • Visualization: Produce plots or ASCII approximations of toolpaths so letters become visually recognizable.
  • Clustering & interpretation: Group strokes by X-range or continuity to separate letters and compare shapes to known patterns for recognition.
  • Use cases: Reverse-engineer engraved serials or labels from CNC/laser G-code, verify what a 3D printer will print, or recover hidden text from toolpaths in forensic or archival workflows.

Quick Start

Analyze the attached file print.gcode and extract any text or letters encoded in the toolpath coordinates using coordinate extraction and plotting.

Frequently Asked Questions about gcode-to-text

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I extract text from G-code toolpaths for CNC or 3D printing files?

To extract text from G-code toolpaths, you parse G0/G1/G2/G3 movement commands to isolate X/Y coordinate sequences, cluster the strokes by continuity, and compare the resulting shapes against known letter patterns to reveal the encoded text.

What is G-code reverse-engineering for engraved labels?

G-code reverse-engineering for engraved labels is the process of analyzing coordinate movement sequences to recover readable text and symbols that were encoded purely as toolpath geometry rather than explicit text labels.

Can I visualize G-code toolpaths to see what letters a 3D printer will print?

You can visualize G-code toolpaths to see printed letters by plotting the extracted X/Y coordinate sequences or generating ASCII approximations, which makes the toolpath geometry visually recognizable as text.

Does this G-code text extraction approach work with laser cutter files?

This G-code text extraction approach works with laser cutter files because it parses standard G0/G1/G2/G3 motion commands and clusters coordinate strokes universally used across CNC, 3D printing, and laser cutting formats.

What is the best way to recover hidden text from toolpath coordinates?

The best way to recover hidden text from toolpath coordinates is to parse the movement commands, group strokes by X-range and path continuity, visualize the toolpaths, and validate letter shapes against bounding boxes.

Why does my G-code file show movements instead of readable text labels?

Your G-code file shows movements instead of readable text labels because many CNC, 3D printer, and laser cutter files encode letters and symbols only as X/Y/Z toolpath sequences rather than including explicit text annotations.