proof-of-work

Installation
SKILL.md

"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)

Overview

The "Proof of Work" methodology prevents premature completion claims by requiring technical verification before stating that a task is finished. For example, instead of assuming an LSP configuration functions after a restart, we verify that the server starts and that tools respond to queries. This approach confirms the solution works before the user attempts validation.

Installs
110
GitHub Stars
347
First Seen
Jan 25, 2026