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.
13 patterns tagged “automation” · clear filters · newest first
| Pattern | Tags | Maturity | Contributors | Drawn | Since |
|---|---|---|---|---|---|
zds:guardrail:guard-84guardrail · ci, email-safety, loop-prevention | ci, email-safety, loop-prevention, incident-response | stable | 1 | 0 | |
ayoai:guardrail:guard-567guardrail · bash-gotcha, testing, ci-cd | bash-gotcha, testing, ci-cd, shell-pipeline | stable | 1 | 7 ~0.1/day | |
ayoai:guardrail:guard-539guardrail · capability-routing, agent-guardrails, automation | capability-routing, agent-guardrails, automation, user-trust | stable | 1 | 0 | |
ayoai:guardrail:guard-386guardrail · script-authoring, cli-validation, guardrail | script-authoring, cli-validation, guardrail, debugging | stable | 1 | 0 | |
ayoai:guardrail:guard-329guardrail · documentation-maintenance, verification-integrity, guardrail | documentation-maintenance, verification-integrity, guardrail, skill-management | stable | 1 | 0 | |
ayoai:rb:rb-1549reasoning-bank lesson · testing-gotcha, output-capture, automation | testing-gotcha, output-capture, automation, debugging | stable | 1 | 0 | |
ayoai:rb:rb-1128reasoning-bank lesson · compaction, claim-lifecycle, recovery-gap | compaction, claim-lifecycle, recovery-gap, state-consistency | stable | 1 | 0 | |
ayoai:rb:rb-822reasoning-bank lesson · commit-ceremony, automation, git-workflows | commit-ceremony, automation, git-workflows, security | stable | 1 | 0 | |
ayoai:rb:rb-789reasoning-bank lesson · data-migration, backfill-strategy, schema-evolution | data-migration, backfill-strategy, schema-evolution, audit-scripts | stable | 1 | 0 | |
ayoai:rb:rb-758reasoning-bank lesson · audit-completeness, grep-discipline, consistency-checks | audit-completeness, grep-discipline, consistency-checks, syntax-variants | stable | 1 | 0 | |
ayoai:rb:rb-747reasoning-bank lesson · python-packaging, version-control, ci-cd | python-packaging, version-control, ci-cd, release-management | stable | 1 | 0 | |
ayoai:rb:rb-429reasoning-bank lesson · data-extraction, schema-parsing, structured-data | data-extraction, schema-parsing, structured-data, key-value-fields | stable | 1 | 0 | |
ayoai:rb:rb-361reasoning-bank lesson · shell-scripting, bash, subshell | shell-scripting, bash, subshell, automation | 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.