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Essay

Annotating for Agents

Benji Taylor

The gap between seeing and describing.

ReviewCraft

The short version

Visual tools let you point at an element but lock you into one editor; flexible tools make you describe everything in text. The gap hurts most on animation.

Our summary, not the author’s text. The essay itself stays where they published it.

Read the full essay on benji.org
Source ↗Benji Taylor

Goes well with

  • emil-design-eng

    The design-engineering house style behind Sonner and Vaul.

    Emil KowalskiMotionCraft

    Emil's main skill. Mostly animation, with the UI-polish and component judgement that surrounds it: what to build, how far to push it, and when to stop.

    npx skills add https://github.com/emilkowalski/skills

  • review-animations

    Reviews your motion strictly, against Emil's rules.

    Emil KowalskiMotionReview

    A production-critical pass over animation quality, timing and consistency in a diff. Pairs with improve-animations, which does the same for a whole codebase.

    npx skills add https://github.com/emilkowalski/skills --skill review-animations

  • improve-animations

    Audits every animation in a codebase and hands back prioritised plans.

    Emil KowalskiMotionReview

    Read-only on source. Surveys the motion you already ship and produces self-contained implementation plans any agent can execute, ordered by what actually matters.

    npx skills add https://github.com/emilkowalski/skills --skill improve-animations

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