Delivery Optimization

    1

    A post-build polish loop: capture every page and state, review the pixels with a vision model and the UX with a critic, fix, and repeat until it stops looking AI-made.

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    About this skill

    "It runs" is not the same as "it's finished". This skill takes a deliverable that already works and polishes it until a picky user would be satisfied. **How it works** - Captures the real rendered result: every route, modal, dropdown, state (empty, loading, error, hover, focus), scroll state, breakpoint and light/dark mode. - Pixel review by models that can see the screenshots (your agent plus a fresh vision reviewer), plus mechanical source checks for mixed corner radii, off-palette colors and similar slips. - A reasoning critic then judges completeness, UX flow and the "looks AI-generated" feel, building on the visual findings. - Findings are filtered into must-fix, over-polish or your call, written to a TODO list in the project notes, fixed and re-checked, for at most three rounds. Works best with a browser-automation tool such as Playwright and a vision-capable model. Pairs with Idea Stress-Test, which supplies the same critique engine. MIT licensed.

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