mc-training-capture

Toggle automatic capture of Minecraft training samples with configurable intervals.

10|Updated Jul 22, 2025
One-click install
npx skills add https://github.com/bdambrosio/Cognitive_workbench --skill mc-training-capture
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: mc-training-capture
Source: https://github.com/bdambrosio/Cognitive_workbench/tree/main/src/world-tools/minecraft/mc-training-capture
Command: npx skills add https://github.com/bdambrosio/Cognitive_workbench --skill mc-training-capture

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill automates the capture of training data from the Minecraft environment, which is crucial for training perception models.

Core Features & Use Cases

  • Automatic Data Capture: Enables or disables the automatic recording of Minecraft world states.
  • Configurable Sampling: Allows setting an interval for capturing data based on agent movement.
  • Ground Truth Inclusion: Optionally fetches detailed ground truth data from a bridge endpoint for more comprehensive training sets.
  • Use Case: Enable capture with ground truth to collect detailed environmental data and agent context for training a model to understand and interact with the Minecraft world.

Quick Start

Enable automatic training data capture with ground truth.

Frequently Asked Questions about mc-training-capture

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

FAQPage Schema
How do I automate training data capture from a Minecraft environment?

Automating Minecraft training data capture involves enabling a script that records partial observation grids and agent context at configured movement intervals. This Skill toggles that automatic recording process to build datasets for perception models.

Can I include ground truth data when capturing Minecraft perception model samples?

Yes, ground truth data can be included when capturing Minecraft samples by integrating a specific bridge URL. The Skill fetches detailed environmental ground truth from this endpoint to create more comprehensive training sets.

How are sample intervals configured for recording Minecraft world states?

Sample intervals for recording Minecraft world states are configured based on agent movement. You can set the specific interval distance, triggering automatic data capture and observation grid recording only when the agent moves.

What is needed to fetch ground truth data during Minecraft data capture?

Fetching ground truth data during Minecraft capture requires a Minecraft bridge URL. The Skill integrates with this bridge endpoint to automatically pull and include detailed ground truth information alongside your captured observation grids.

Does this Minecraft data capture method work without external dependencies?

Yes, this Minecraft data capture method works without external dependencies. It operates using internal scripts to manage the recording of observation grids and bridge URL integration, requiring no additional packages to function.

Why use automated capture instead of manual recording for Minecraft training data?

Automated capture ensures consistent sampling intervals and immediate ground truth integration for Minecraft training data. It removes manual effort, reliably recording partial observation grids precisely when the agent moves to streamline perception model training.