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minecraft-agent

rmalde/minecraft-agent

Astra plans, Jev selects Minecraft actions via Mineflayer.

Agent Decisions0.89Runner-up: Game & Simulation
Automated README summary

Automatically summarized from the README on 21 Sept 2026; not a run by jevbooks. Run instructions and author-reported outcomes still need verification.

What it is

An autonomous Minecraft Java 1.16.5 agent for Survival/Peaceful speedruns. Astra (GPT-6 or GPT-5.6) sets objectives and waypoints; Jev picks one bounded action per step. Includes native recording, route data, and tests.

How it uses Jev

Jev selects one available action from current game observations: travel, mining one block, collecting a drop, crafting, opening a chest, eating, sleeping, or combat interactions. The planner sets the objective, item targets, and travel waypoint. Mineflayer executes the chosen action via the normal player protocol.

Primitives:choice

Technique worth stealing

Structured-state control: Jev chooses from a small legal action set over game observations, not screenshots or key presses.

Try it

npm install; start server.jar; run freeze-run.mjs then nether-agent.mjs with NATIVE_VIEW=1; launch native-client/launch.py.

View on GitHub

Start using Jev: API key and your first request →

Model judgments from README excerpts

Project signals use repository metadata, an existing summary and the first 700 README characters, not the full project. “Not found” means not detected in that material; it does not establish absence. These are the original judgments with recorded models and dates, not source audits or run results.

Models & evaluation dates

Inclusion gate
jev-1.13.0
Project signals
jev-1.13.0
Category
jev-1.13.0
Pattern tags
jev-1.13.0

Evidence

These signals use repository metadata, an existing summary and at most 700 cleaned README characters. ≥ 0.60 means reported in that excerpt; ≤ 0.40 means not found there. The middle band is inconclusive. None is a source-code audit or a test result. The runnable-tool question excludes research experiments; the recommendation question asks for a learning shortlist, not a quality verdict.

  • Jev is core to the projectFound in material0.77
  • Shows a System One patternunclear0.45
  • Describes handling uncertaintynot found in the excerpt0.05
  • Reports measured numbersFound in material0.89
  • Is a runnable toolFound in material0.69
  • Top-10 learning shortlist signalnot found in the excerpt0.39
  • Is a replica of the modelnot found in the excerpt0.19
  • Solves a common problem (0–2)score on a 0–2 scale0.07 / 2
  • About JevFound in material0.84
Signals
Jev is core to the project0.77Shows a System One pattern0.45Describes handling uncertainty0.05Reports measured numbers0.89Is a runnable tool0.69Top-10 learning shortlist signal0.39Is a replica of the model0.1900.51Solves a common problem (0–2)0.07 / 2012

no-judgment band (0.40–0.60)

Design patterns
Ghostwriter0.62Flight recorder0.48Menu0.2000.51

no-judgment band (0.40–0.60)

The Jev model and date for each judgment stage are listed above. Card written by DeepSeek V4.1 Flash from the README on 21 Sept 2026.