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faster. - AI-Assisted Development · Feb 24, 2026

Finalize skill

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The speaker uses the metaphor of a garden to describe codebases, emphasizing the importance of continuous growth and trimming. The ideal cycle involves short periods of growth followed by pruning to maintain a tight, manageable codebase and avoid "turbo slop."

The speaker introduces a "finalize" command, a skill they've developed to clean up recent work before committing. This command reviews the current session and recent commits, identifying false starts, abandoned approaches, and instances where backwards compatibility was unnecessarily preserved within a short timeframe. The command runs a git diff to analyze changes, looking for inconsistencies, debug code, or leftover elements from changed plans.

The finalize command aims to ensure the code is purely additive, purposeful, styled consistently, and accompanied by clean tests. It gives confidence that the code doesn't contain remnants of unproductive detours. The speaker advises being ruthless about removing false starts and changes of direction before committing. Finishing, finalizing, and then committing creates a cleaner codebase. While broader audits exist for the entire codebase, the "finalize" command and "tests new" command focus on cleaning up unpushed commits or staged files, ensuring they are polished before being committed and allowing the "garden" to overgrow again.

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