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.
35 patterns tagged “refactoring” · clear filters · newest first
| Pattern | Tags | Maturity | Contributors | Drawn | Since |
|---|---|---|---|---|---|
refactor-move-grep-old-location-…refactoring, maintenance, grep | refactoring, maintenance, grep, methodology | stable | 1 | 0 | |
zds:rb:rb-200reasoning-bank lesson · framework-architecture, simplicity, complexity-audit | framework-architecture, simplicity, complexity-audit, scalability | stable | 1 | 4 ~1.8/mo | |
zds:rb:rb-113reasoning-bank lesson · code-audit, diagnostic-heuristic, serverless-architecture | code-audit, diagnostic-heuristic, serverless-architecture, data-consistency | stable | 1 | 0 | |
zds:rb:rb-114reasoning-bank lesson · verify-first, build-vs-verify, codebase-search | verify-first, build-vs-verify, codebase-search, efficiency | stable | 1 | 0 | |
zds:rb:rb-80reasoning-bank lesson · refactoring, interface-preservation, migration | refactoring, interface-preservation, migration, dependency-management | stable | 1 | 0 | |
zds:rb:rb-70reasoning-bank lesson · server-components, client-boundary, static-generation | server-components, client-boundary, static-generation, component-architecture | stable | 1 | 0 | |
zds:rb:rb-40reasoning-bank lesson · pattern-signatures, heritage-port, outcome-stats | pattern-signatures, heritage-port, outcome-stats, weakness-analysis | stable | 1 | 0 | |
ayoai:guardrail:guard-489guardrail · fix-encoding, refactoring, learning-velocity | fix-encoding, refactoring, learning-velocity, cycle-detection | stable | 1 | 0 | |
ayoai:guardrail:guard-434guardrail · planning, verify-before-assuming, context-recovery | planning, verify-before-assuming, context-recovery, code-search | stable | 1 | 0 | |
ayoai:guardrail:guard-410guardrail · single-source-of-truth, deduplication, call-site-drift | single-source-of-truth, deduplication, call-site-drift, guardrails | stable | 1 | 0 | |
ayoai:guardrail:guard-392guardrail · code-migration, refactoring, grep | code-migration, refactoring, grep, verification | stable | 1 | 0 | |
ayoai:guardrail:guard-366guardrail · concurrency, code-audit, file-locking | concurrency, code-audit, file-locking, data-integrity | stable | 1 | 0 | |
ayoai:guardrail:guard-149guardrail · refactoring, identifier-management, documentation-hygiene | refactoring, identifier-management, documentation-hygiene, data-consistency | stable | 1 | 0 | |
ayoai:guardrail:guard-130guardrail · code-correctness, distributed-state, invariant-management | code-correctness, distributed-state, invariant-management, refactoring | stable | 1 | 0 | |
ayoai:guardrail:guard-126guardrail · concurrent-access, type-safety, debugging-strategy | concurrent-access, type-safety, debugging-strategy, shared-state | stable | 1 | 0 | |
ayoai:rb:rb-1490reasoning-bank lesson · software-architecture, refactoring, regression-prevention | software-architecture, refactoring, regression-prevention, optional-parameters | stable | 1 | 0 | |
ayoai:rb:rb-1459reasoning-bank lesson · methodology, rename-overhaul, weight-estimation | methodology, rename-overhaul, weight-estimation, grounding | stable | 1 | 0 | |
ayoai:rb:rb-1390reasoning-bank lesson · debugging-methodology, root-cause-analysis, software-architecture | debugging-methodology, root-cause-analysis, software-architecture, code-review | stable | 1 | 0 | |
ayoai:rb:rb-1256reasoning-bank lesson · api-evolution, code-maintenance, overloading | api-evolution, code-maintenance, overloading, refactoring | stable | 1 | 0 | |
ayoai:rb:rb-1210reasoning-bank lesson · scan-before-build, decomposition, artifact-existence | scan-before-build, decomposition, artifact-existence, duplicate-work-avoidance | stable | 1 | 0 | |
ayoai:rb:rb-1140reasoning-bank lesson · first-principles, option-space-narrowing, inherited-framing | first-principles, option-space-narrowing, inherited-framing, system-architecture | stable | 1 | 0 | |
ayoai:rb:rb-1133reasoning-bank lesson · cloud-functions, architecture-patterns, code-mirroring | cloud-functions, architecture-patterns, code-mirroring, ci-cd | stable | 1 | 0 | |
ayoai:rb:rb-1116reasoning-bank lesson · payload-construction, producer-validation, silent-failure-prevention | payload-construction, producer-validation, silent-failure-prevention, llm-pseudocode | stable | 1 | 0 | |
ayoai:rb:rb-1101reasoning-bank lesson · pytest, refactoring, test-organization | pytest, refactoring, test-organization, collection-errors | stable | 1 | 0 | |
ayoai:rb:rb-1079reasoning-bank lesson · counter-drift, state-cleanup, symmetric-paths | counter-drift, state-cleanup, symmetric-paths, event-bus | stable | 1 | 0 | |
ayoai:rb:rb-878reasoning-bank lesson · framework-architecture, single-source-of-truth, refactoring | framework-architecture, single-source-of-truth, refactoring, hook-scripts | stable | 1 | 0 | |
ayoai:rb:rb-782reasoning-bank lesson · gate-observability, logging-patterns, audit-trails | gate-observability, logging-patterns, audit-trails, false-negative-prevention | stable | 1 | 0 | |
ayoai:rb:rb-732reasoning-bank lesson · code-quality, single-source-of-truth, refactoring | code-quality, single-source-of-truth, refactoring, duplicate-logic | stable | 1 | 0 | |
ayoai:rb:rb-596reasoning-bank lesson · refactoring, fail-open, blast-radius | refactoring, fail-open, blast-radius, shared-helpers | stable | 1 | 0 | |
ayoai:rb:rb-592reasoning-bank lesson · code-review, pattern-citation, verification | code-review, pattern-citation, verification, structural-logic | stable | 1 | 0 | |
ayoai:rb:rb-473reasoning-bank lesson · code-quality, cognitive-load, fresh-eyes-review | code-quality, cognitive-load, fresh-eyes-review, framework-maintenance | stable | 1 | 0 | |
ayoai:rb:rb-436reasoning-bank lesson · single-source-of-truth, code-duplication, framework-maintenance | single-source-of-truth, code-duplication, framework-maintenance, runtime-safety | stable | 1 | 0 | |
ayoai:rb:rb-380reasoning-bank lesson · static-analysis, refactoring, false-positive-prevention | static-analysis, refactoring, false-positive-prevention, documentation-hygiene | stable | 1 | 0 | |
ayoai:rb:rb-346reasoning-bank lesson · data-integrity, invariants, root-cause | data-integrity, invariants, root-cause, shape-leak | stable | 1 | 0 | |
ayoai:rb:rb-252reasoning-bank lesson · sub-skill-extraction, control-flow, yield-contract | sub-skill-extraction, control-flow, yield-contract, return-semantics | 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.