next/dynamic code splitting and build-graph cost; first stop for build failures. Use before lazy-loading or deferring a heavy component, adding a dynamic import, React.lazy, or ssr: false; on 'window is not defined' or a hydration mismatch; shrinking the bundle; or on 'build failed', OOM, SIGKILL, a slower build, or 'Collecting page data'.
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armanisadeghi/ai-matrx☆ 3Updated Oct 21, 2026
Doctrine for auditing an ENTIRE feature and building it to its ideal state. Use on 'deep dive on X', 'audit the X feature', 'figure out everything X does', 'take over X and finish it', 'bring X up to best practices', or when a whole feature needs overhauling, unifying, or finishing, not patching. NOT for one small addition (use build-sub-feature).
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armanisadeghi/ai-matrx☆ 3Updated Oct 21, 2026
Fleet worker contract for wiring assigned files to the v3 right-click menu. Use when handed files from pnpm check:context-menu, or told to 'wire the menu on X', 'do your assigned rows', or 'clear your shard'. NOT for an unassigned one-off menu wiring (use context-menu-v3).
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armanisadeghi/ai-matrx☆ 3Updated Oct 21, 2026
The one association system (platform.associations) and schema-qualified table refs. Use when touching an M2M junction table, an associate_*/attach_*/tag_* RPC, FK columns used as tags, a 'things attached to X' list or card, or a PGRST205 / 42703 table-not-found on a bare .from().
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armanisadeghi/ai-matrx☆ 3Updated Oct 21, 2026
A live demo or admin page shipped with every feature whose results the user would otherwise not see. Use when building or extending a server-side capability, service, registry, or pipeline, or adding a backend endpoint or feature with no UI, whose output only shows in logs, the DB, or an agent run, or when the user says there's no way to see it or asks 'how do I test this'.
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armanisadeghi/ai-matrx☆ 3Updated Oct 21, 2026
The doctrine for turning a vision into a finished, verified, deployed system with near-zero owner involvement. Use when launching, coordinating, resuming, or working any large build, module, campaign, or multi-agent project, or when writing its launch prompt.
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armanisadeghi/ai-matrx☆ 3Updated Oct 21, 2026