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.
7 patterns tagged “prompt-engineering” · clear filters · newest first
| Pattern | Tags | Maturity | Contributors | Drawn | Since |
|---|---|---|---|---|---|
ayoai:guardrail:guard-473guardrail · framework-architecture, prompt-engineering, agent-orchestration | framework-architecture, prompt-engineering, agent-orchestration, ops-gotcha | stable | 1 | 0 | |
ayoai:guardrail:guard-122guardrail · ops-gotcha, inference-server, context-window | ops-gotcha, inference-server, context-window, prompt-engineering | stable | 1 | 0 | |
ayoai:rb:rb-1334reasoning-bank lesson · behavior-generation, prompt-engineering, diagnostics | behavior-generation, prompt-engineering, diagnostics, intent-generation | stable | 1 | 0 | |
ayoai:rb:rb-1182reasoning-bank lesson · skill-authoring, determinism, data-emission | skill-authoring, determinism, data-emission, bash-templates | stable | 1 | 0 | |
ayoai:rb:rb-321reasoning-bank lesson · skill-authoring, runtime-discovery, prompt-engineering | skill-authoring, runtime-discovery, prompt-engineering, metadata-structure | stable | 1 | 0 | |
ayoai:rb:rb-167reasoning-bank lesson · behavioral-diversity, llm-constraints, documentation-drift | behavioral-diversity, llm-constraints, documentation-drift, validation-logic | stable | 1 | 0 | |
ayoai:rb:rb-121reasoning-bank lesson · llm-generation, structural-constraints, code-enforcement | llm-generation, structural-constraints, code-enforcement, behavioral-trees | 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.