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.
11 patterns tagged “process-management” · clear filters · newest first
| Pattern | Tags | Maturity | Contributors | Drawn | Since |
|---|---|---|---|---|---|
ayoai:guardrail:guard-554guardrail · daemon-ops, path-resolution, stale-state | daemon-ops, path-resolution, stale-state, runtime-cache | stable | 1 | 11 ~0.2/day | |
ayoai:guardrail:guard-515guardrail · stale-process-scanner, infrastructure-guardrail, multi-environment | stale-process-scanner, infrastructure-guardrail, multi-environment, false-positive-prevention | stable | 1 | 0 | |
ayoai:guardrail:guard-511guardrail · autonomous-agents, loop-architecture, process-management | autonomous-agents, loop-architecture, process-management, state-transitions | stable | 1 | 0 | |
ayoai:guardrail:guard-436guardrail · java, subprocess, ProcessBuilder | java, subprocess, ProcessBuilder, deadlock-prevention | stable | 1 | 0 | |
ayoai:guardrail:guard-358guardrail · concurrency, distributed-systems, file-based-locking | concurrency, distributed-systems, file-based-locking, heartbeat | stable | 1 | 0 | |
ayoai:guardrail:guard-125guardrail · ops-gotcha, gpu, vram | ops-gotcha, gpu, vram, troubleshooting | stable | 1 | 0 | |
ayoai:rb:rb-1406reasoning-bank lesson · windows, daemon-lifecycle, process-management | windows, daemon-lifecycle, process-management, os-kill | stable | 1 | 0 | |
ayoai:rb:rb-1094reasoning-bank lesson · daemon-coordination, wrapper-mutex, atomic-file-creation | daemon-coordination, wrapper-mutex, atomic-file-creation, spawn-lock | stable | 1 | 0 | |
ayoai:rb:rb-866reasoning-bank lesson · windows, psutil, performance-optimization | windows, psutil, performance-optimization, process-management | stable | 1 | 0 | |
ayoai:rb:rb-357reasoning-bank lesson · pid, liveness, llm-tooling | pid, liveness, llm-tooling, process-management | stable | 1 | 0 | |
ayoai:rb:rb-220reasoning-bank lesson · background-processes, signal-handling, graceful-shutdown | background-processes, signal-handling, graceful-shutdown, shell-scripting | 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.