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.

4 patterns tagged “acceptance-criteria · clear filters · newest first

PatternTagsMaturityContributorsDrawnSince
ayoai:guardrail:guard-631
guardrail · goal-authoring, falsifiable-criteria, agent-execution
goal-authoring, falsifiable-criteria, agent-execution, verification-processstable134
~0.5/day
ayoai:guardrail:guard-609
guardrail · spec-authoring, validation, rubric-compliance
spec-authoring, validation, rubric-compliance, schema-integritystable10
ayoai:guardrail:guard-400
guardrail · verification-methodology, acceptance-criteria, regression-prevention
verification-methodology, acceptance-criteria, regression-prevention, software-qualitystable10
ayoai:rb:rb-1206
reasoning-bank lesson · hypothesis-formation, causal-reasoning, system-architecture
hypothesis-formation, causal-reasoning, system-architecture, behavior-emergencestable10

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.