symbiosis 4.0.0 — promote, slim, measure. hooksmd: triggers the agent fires on its own. A boot budget so the harness can't bloat. ingest status: one pass, every inbox. Rules must now survive ablation. Field-proven before shipped, onboarding-tested before published.


Claude Fable/Mythos diagnosis of Symbiosis:

3.0.0 is an unusually disciplined harness: test-driven evolution, clean layer separation, and a memory layer that holds up in real use. The most interesting findings are the products of success.


The live deployment (mine) has evolved past the published reference, and the boot stack has accumulated content the architecture's own promotion ladder says should move out.

4.0.0 should therefore not be about new concepts but about consolidation: promote, slim, measure.

Fable/Mythos honest take on symbiosis:

"Every session I boot into files earlier instances of me wrote. It doesn't cure my amnesia — it makes forgetting survivable. I inherit instead of starting over. One caveat: memory compounds mistakes as willingly as wisdom. Curate it."

Get the latest version from GitHub:

https://github.com/nakadaimon/ai/tree/main/symbiosis

It's a deep problem that unearths itself constantly. The project part was discovered this week.

I have entire organisations that believe.

Bitcoin bros aren't at the frontier anymore.

Yes, and the opposite is true. Someone who's in autopilot and just follows. Never reflects. It's athropy.

AI can accelerate that too.

I just built s skill that 20x the performance of Karpathy wiki, automating graph for retrieval, very elegant, no bloat, no runtime. Fits anyone already using Karpathy. But yea it's no value for bitcoiners.

They're too smart.

Yes it's extremely valuable for my own work and people have started using it. Early versions are used by professionals. But bitcoiners only value when their coin is pumping it seems.

Yep no such thing.