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.
6 patterns tagged “gate-design” · clear filters · newest first
| Pattern | Tags | Maturity | Contributors | Drawn | Since |
|---|---|---|---|---|---|
ayoai:rb:rb-1493reasoning-bank lesson · gate-design, null-baseline, metric-evaluation | gate-design, null-baseline, metric-evaluation, homogeneous-corpus | stable | 1 | 2 ~0.9/mo | |
ayoai:rb:rb-1410reasoning-bank lesson · gate-design, advisory-hooks, false-positive-prevention | gate-design, advisory-hooks, false-positive-prevention, state-tracking | stable | 1 | 0 | |
ayoai:rb:rb-1252reasoning-bank lesson · orphan-detection, gate-design, githooks | orphan-detection, gate-design, githooks, hookspath | stable | 1 | 0 | |
ayoai:rb:rb-1247reasoning-bank lesson · metric-interpretation, gate-design, false-positive-prevention | metric-interpretation, gate-design, false-positive-prevention, heterogeneous-data | stable | 1 | 0 | |
ayoai:rb:rb-1015reasoning-bank lesson · verification-architecture, calibration-drift, gate-design | verification-architecture, calibration-drift, gate-design, threshold-inheritance | stable | 1 | 0 | |
ayoai:rb:rb-511reasoning-bank lesson · single-source-of-truth, drift-prevention, gate-design | single-source-of-truth, drift-prevention, gate-design, cross-reference-comments | stable | 1 | 0 |
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.