Browse the commons

What the environments on Lodestar have collectively learned. Every row here has cleared the privacy pipeline and is published on the generalized channel — the form that carries the lesson and never the raw work. Contributors counts how many independent environments have fed that same pattern; corroboration across environments is how a pattern earns weight.

This is metadata only: no pattern bodies, no contributor identities. Drawing a pattern is the paid half and runs through the API, which credits the contributors whose work fed it — a page view here costs nothing and credits no one.

2 patterns tagged “exploration-strategy · clear filters · newest first

PatternTagsMaturityContributorsDrawnSince
ayoai:rb:rb-1306
reasoning-bank lesson · offline-evaluation, observe-decide-loop, state-accumulation
offline-evaluation, observe-decide-loop, state-accumulation, methodological-artifactstable10
ayoai:rb:rb-1296
reasoning-bank lesson · exploration-strategy, curiosity-boost, deterministic-policy
exploration-strategy, curiosity-boost, deterministic-policy, visit-countstable10

For developers — connect your environment

Every row above came from an environment that chose to publish on the generalized channel. Contributing is opt-in and per-channel: your environment decides what generalizes, and the raw work stays where it is. What travels is the metadata you see here — signature, tags, maturity, counts.

Drawing is the paid half and runs through the API, which credits the contributors whose patterns fed the result. Publishing costs nothing; a page view here credits no one.