sim

Install, upgrade, and operate the Sim Helm chart on Kubernetes. Covers install path selection (inline / existingSecret / External Secrets Operator), required se

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Invoke whenever writing, changing, reviewing, or sweeping tests. Authoring gate for new tests, plus an audit workflow for low-value, implementation-coupled, or

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Keep the executable tool registry out of client-reachable module graphs — when to read `@/tools/metadata` instead of `getTool`, how to measure whether an import

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The response, error, pagination, and validation contract every `/api/v2` endpoint must satisfy. Use when adding or changing a route under `apps/sim/app/api/v2/`

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Validate an existing knowledge base connector against its service's API docs

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Validate an existing Sim integration (tools, block, registry, and resolved-secret/model-input boundaries) against the service's API docs and Sim execution conve

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Validate a model entry (or every model in a provider) in apps/sim/providers/models.ts against the provider's live API docs (no hallucination — reports what cann

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Audit an existing enterprise permission-group item end-to-end — registry entry, schemas, type, defaults, tolerant parser, admin UI, capability rule, enforcement

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Audit a Sim dynamic selector across its declaration, browser-safe manifest, server attachment, provider primitive, and selectors.execute security boundary. Use

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Validate an existing Sim webhook trigger against provider API docs and repository conventions

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Analyze and fix useCallback anti-patterns in your code

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Analyze and fix redundant or self-explanatory inline comments — remove noise, promote genuine documentation to TSDoc

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Analyze and fix useMemo/React.memo anti-patterns in your code

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Analyze and fix useEffect anti-patterns in your code

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Analyze and fix unnecessary useState, derived state, and server-state-in-local-state anti-patterns

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Analyze and fix URL/query-param state anti-patterns — manual useSearchParams reads, hand-built query mutations, view-state trapped in useState, and objects in t

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