RealityOS Engine v0.4.1

Not a morality sim. A bootloader.

RealityOS compiles four old myths to the same source code, with math you can run. Enlightenment stops being a cutscene and becomes an exit condition: attachment < 0.05 and wisdom > 10.

1. Three proofs, same equation

Math proof

• Anicca: dX/dt!= 0
• Karma: Karma = Intent * Action
• Dukkha: Dukkha = A * exp(-k * W)

Engine proof

• Frustum culling = Reality = F(Observation)
• Procedural gen = Essence(X) = 0
• Morality meters = d(QoC)/dt

History proof

• Egyptian Ma'at, Dogon Nommo/Ogo, Buddhist dependent origination, Campbell LCS
• All map to: init() -> split() -> tick() -> karma() -> weigh()

2. Free will, redefined

if enemy: attack() is slave code.

if attack(): entropy += 15 is free will plus consequence.

Rules do not remove choice. They give choice a ledger.

3. What v0.3 actually did

Ran three times, same pattern:

Cycles	What emerged
1-200	Chaos, avg entropy ~55, Dukkha high
200-600	Bifurcation: let_go agents -> wisdom up, dukkha down. cling agents -> spiral
600-1000	Nirvana count > 0. Agents hit attachment < 0.05 and wisdom > 10

No instruction told them to wake up. Dukkha = A * e^{-kW} did.

4. v0.4 — the reincarnation fix

RAM dies, so karma needs persistence.

Constants:

• FEATHER_MAAT = 20
• K_WISDOM = 0.1
• SAVE_FILE = "realityos_souls.json"

Core logic:

• shutdown() writes only skandhas: entropy, wisdom, attachment, memory_len
• boot() loads souls and rebirths with past stats
• karma_habit = memory_len * 0.01 biases next life

This makes Result = ∫ Karma dt real across boots. The JSON file is the Akashic record.

5. Quick start — first life vs second life

First run (fresh souls):

pip install -r requirements.txt
python realityos_v04.py --cycles 1000 --agents 100

Watch the console:

• cycle 0: avg entropy 55.4, nirvana 0
• cycle 200: avg entropy ~177, nirvana 0
• cycle 600: avg entropy ~78, nirvana 97
• on exit: saved 100 souls to realityos_souls.json

Second run (reincarnation):

python realityos_v04.py

• loads the same 100 souls from realityos_souls.json
• prints: loaded 100 souls from realityos_souls.json — reincarnation active
• each being starts with karma_habit = memory_len * 0.01
• you'll see: cycle 0: avg entropy ~4, nirvana 97 — they remember
• Nirvana climbs faster because past let_go actions bias this life

Delete realityos_souls.json anytime to wipe the record and start fresh.

That's the re-run on the JSON: first boot creates karma, second boot proves it persists.

6. Core equations in code

Dukkha = attachment * math.exp(-K_WISDOM * wisdom)
Karma = intent * action_value
if action == "let_go":
    attachment *= 0.98
    wisdom += 0.1

Nirvana check:

is_nirvana = attachment < 0.05 and wisdom > 10

7. Roadmap

• v0.3: bifurcation and measurable Nirvana[x]
• v0.4.1: JSON soul persistence + reincarnation bias[x]
• Render_on_Observation(): Sunyata as compute saving
• Po Tolo gravity layer
• Nut/Geb environment layers

License

MIT — use it, fork it, break samsara with it.