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SkillsMP has collected 15 skills from mizchi/vlmkit. Open a skill to review its source and details.
Showing 15 of 15 collected skills.
Automatic frontend quality router. Use automatically whenever the user asks to create, edit, debug, validate, test, compare, migrate, or repair a frontend UI, HTML/CSS, screenshot implementation, responsive or interactive behavior, Playwright/VRT, or a visual…
General-purpose deterministic verification for any HTML/CSS work — no API key, no reference design required, no project setup. Route by task; run the matching vlmkit gate (integrity / copy / layout / breakpoints / scroll / handlers / interactions / verify…
Focus visual regression testing on ONE component instead of a whole page, so the diff is small enough to read and to hand to a model. Mounts a story from a Playwright component-testing gallery and screenshots only that component (`vlmkit check story`), then…
Plan and sequence a whole-screen markup problem by decomposing it into components first, then routing each phase to the loop that fits it — outline extraction from a reference, per-component construction, and the handoff where a converged component is frozen…
End-to-end automatic markup — recreate a page or component as HTML/CSS from a target screenshot (or UI Contract IR), driven by deterministic signal tools with an optional VLM assist. Pipeline; scaffold the landmark skeleton (contract scaffold), converge…
Markup with dynamic behavior — recreate a page whose requirements include responsive breakpoints, scrollable panels, and CSS animations from target screenshots plus a short motion brief, then prove the behavior with the deterministic dynamic-gate suite (check…
Turn a natural-language spec into Playwright tests with deterministic, reproducible VRT and a self-healing loop. Uses the official init-agents planner/generator to explore the app and generate tests, a determinism layer to keep screenshots byte-stable, and…
Closed-loop CSS auto-repair. Given a fixture with a known regression (one CSS property or one selector block removed), iterate with a VLM that proposes the missing fix from the diff screenshot, apply it, and re-run until the diff falls below a threshold.…
Five DOM/pixel-based signal tools for markup work — turn a screenshot + HTML scaffold into a converging pixel diff (build component), crop a page screenshot into per-component PNGs (scan component), audit hard-coded values against a design-token scale (check…
Evaluate whether a framework / CSS-library / build-system swap (Tailwind → vanilla CSS, reset-css switch, bundler swap, etc.) produced a visually-equivalent result. Three modes — compare (deterministic pixel + CSD), blind (agent runs without baseline…
Run vlmkit diff in a stateful loop where each run is compared against the previous run's persisted summary, surfacing a `⚠ REGRESSION` banner when the majority of viewports get worse. Designed for periodic CI gates (per-PR or scheduled) where you want "did…
Compare two rendered pages (URL pairs or local HTML) and produce a structured Markdown report tailored for coding agents — pixel diff per viewport, per-section diffRatio, computed-style diff split into universal vs. breakpoint-gated, and worst-viewport…
Turn a natural-language spec into Playwright tests with deterministic, reproducible VRT and a self-healing loop. Uses the official init-agents planner/generator to explore the app and generate tests, a determinism layer to keep screenshots byte-stable, and…
Improve a developer-facing tool (CLI, library, agent harness) by running closed-loop validation with disposable subagents, treating their friction as the deliverable, fixing the friction, and re-running. Use when the user wants to evaluate or harden a tool…
Markup from a mock image or screenshot — recreate a page as HTML/CSS when the only input is an exported design image (Figma export, retina screenshot, competitor-site capture) with no reference HTML. Normalizes @2x/@3x exports to CSS pixels (scan mock), then…