"It looks correct" is not "I verified it works." Proof-of-work is the discipline of closing that gap: reproducible evidence before any claim that a task is done.

Proof of Work

When NOT To Use

• Planning before implementation (use imbue:karpathy-principles)
• Deciding whether the work is in scope (use imbue:scope-guard)

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