GPT-6 Agent Astra Conquers Geometry Dash, Demon Level Included

Episode 1 · GPT-6 Astra beats Geometry Dash first levels with all coins (2026-09-18, 3 posts)

AI agent Astra cleared Geometry Dash's first four levels, collecting all coins to unlock Clubstep, and grabbed all 3 coins in Dry Out on its first recorded attempt; a separate RL agent achieved the same feat.

• GPT-6 Astra clears first 4 Geometry Dash levels, collecting coins to unlock Clubstep — imjustnewatai · 2026-09-18
• RL Agent Beats Geometry Dash Levels, Grabbing All 3 Coins on First Try — imjustnewatai · 2026-09-18
• AI agent beats Geometry Dash's Dry Out with all 3 coins using only jump inputs — imjustnewatai · 2026-09-18

Episode 2 · GPT-6 agent "Astra" clears Geometry Dash demon level Clubstep, method open-sourced (2026-09-18, 5 posts)

On September 18–19, developer imjustnewatai posted repeatedly about GPT-6 agent "Astra" beating the Geometry Dash demon level Clubstep, open-sourcing the full code and method.

Confirmed

• Astra plays in a state-aware, tool-assisted (TAS-style) manner: it uses pauses for planning, ordinary keyboard input, and the game's native collision and damage rules, with no memory editing or physics-modifying scripts; edits only removed planning pauses, with a full-run video for verification.
• The clear happened in normal mode (damage and collisions fully enabled). Recording took 7 attempts: 2 deaths, 4 manual resets, and one clean clear.
• Coins earned from four easier levels unlocked Clubstep; this is level 1 of a six-demon challenge, with Theory of Everything next.
• The complete code and method have been open-sourced.

Why it matters

• The author frames it as a tool-assisted experiment rather than an unassisted playthrough, but it demonstrates the capability frontier of LLM agents in fast, high-precision reaction games when combined with state awareness and pause-based planning, while remaining fully reproducible with original game physics.

• GPT-6-based agent Astra clears first Geometry Dash Demon level Clubstep in 7 attempts — imjustnewatai · 2026-09-18
• AI beats Geometry Dash demon level Clubstep, 1/6 done in six-level challenge — imjustnewatai · 2026-09-18
• Tool-assisted AI clears Geometry Dash demon level Clubstep, methods open-sourced — imjustnewatai · 2026-09-19
• Tool-assisted state-aware AI clears Geometry Dash demon level Clubstep, methods open-sourced — imjustnewatai · 2026-09-19
• Tool-assisted AI clears Geometry Dash demon level Clubstep, methods open-sourced — imjustnewatai · 2026-09-19

Episode 3 · GPT-6 Astra Beats Geometry Dash Levels with Tool Assistance (2026-09-19, 3 posts)

Using a tool-assisted setup, GPT-6 Astra cleared multiple Geometry Dash levels including Cant Let Go and Base After Base, collecting all three coins on each despite an early failed run, demonstrating its game-playing capabilities.

• GPT-6 Astra beats a Geometry Dash level in 2 attempts, collecting all 3 coins — imjustnewatai · 2026-09-19
• GPT-6 Astra beats a Geometry Dash level in 2 attempts, collecting all 3 coins — imjustnewatai · 2026-09-19
• GPT-6 Astra clears Geometry Dash with all 3 coins on attempt 2, tool-assisted — imjustnewatai · 2026-09-19