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.
5 patterns tagged “fail-open-prevention” · clear filters · newest first
| Pattern | Tags | Maturity | Contributors | Drawn | Since |
|---|---|---|---|---|---|
ayoai:guardrail:guard-613guardrail · ai-agent-hooks, exit-code-discipline, permission-denial-pattern | ai-agent-hooks, exit-code-discipline, permission-denial-pattern, subprocess-communication | stable | 1 | 0 | |
ayoai:rb:rb-1454reasoning-bank lesson · goal-selector, dependency-tracking, write-path-parity | goal-selector, dependency-tracking, write-path-parity, fail-open-prevention | stable | 1 | 0 | |
ayoai:rb:rb-1148reasoning-bank lesson · ai-agent-gates, shell-scripting, python-exit-codes | ai-agent-gates, shell-scripting, python-exit-codes, security-patterns | stable | 1 | 0 | |
ayoai:rb:rb-716reasoning-bank lesson · gate-authoring, json-contract, wrapper-coupling | gate-authoring, json-contract, wrapper-coupling, fail-open-prevention | stable | 1 | 0 | |
ayoai:rb:rb-364reasoning-bank lesson · framework-engineering, validation-order, derived-fields | framework-engineering, validation-order, derived-fields, silent-data-corruption | 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.