# Frontend Visual QA > Audits already-rendered web, landing-page, HTML deck/slide, browser tool/game, dashboard/admin, design-system, and desktop UIs using real-browser or native-app journeys, inspected screenshots, DOM geometry, responsive or projection viewports, and a bundled Playwright sweep. Use after UI implementation to find typography, wrapping, overlap, overflow, responsive, route, overlay, map, transient-state, data-visualization, browser-output, file-dialog, PDF/print, or Electron-shell defects, or to compare a rendered artifact with a visual reference. Do not use for greenfield UI design, extracting a design system from screenshots, general QA-program setup, or nonvisual code debugging. - Skill: `tuyv/frontend-visual-qa` (Agent Skill, multi-file: 4 files) - Install (CLI): `npx skillmds@latest add tuyv/frontend-visual-qa` - Raw SKILL.md: https://api.skillmd.com/api/skills/tuyv/frontend-visual-qa/raw - Safety review: pending - Works with: Claude Code, Claude.ai, OpenAI Codex - Category: Design & Media - Author: tuyv (https://skillmd.com/u/tuyv) - Updated: 2026-09-17 - Page: https://skillmd.com/skills/tuyv/frontend-visual-qa --- # Frontend Visual QA Audit the interface the user can actually see. Treat build success, DOM presence, and uninspected screenshot files as supporting signals, never as visual proof. Default to **audit-only**. Do not edit implementation, add tests, install dependencies, or update snapshots unless the user explicitly asks to fix or change the UI. Permission to fix source does not authorize rebuilding, restarting, or deploying any target. ## Scope And Routing Use this skill only after a rendered artifact exists. Select the smallest audit profile that covers the request: - **core visual** — composition, typography, spacing, wrapping, clipping, images; - **responsive** — breakpoints, reflow, mobile alternatives, scroll ownership; - **state and journey** — conditional branches, transitions, recovery, routes; - **browser output** — download, share, clipboard, popup, file dialog, print, PDF; - **native shell** — Electron or hybrid chrome, permissions, drag regions, IPC UI; - **page contract** — dashboard/admin, landing/deck, design-system artifact, browser tool/game, map/GIS, or review tool; - **reference parity** — comparison with a named screenshot, product, or tier; - **data visualization** — chart hierarchy, tokens, semantics, and accessibility. Combine profiles only when the changed surface or the user requests a broad release review. Do not force a local line-break review through unrelated auth, map, export, and native-shell checks. Use adjacent skills by stage: - Use ui-designer, frontend-design, or another design skill to derive or create a visual direction. - Use this skill to test the already-rendered result. - Use qa-expert for a full test strategy, defect program, and release metrics. - Use both this skill and qa-expert only when rendered visual evidence is one part of a broader QA gate. - This skill audits whether an artifact **renders** correctly, not whether it **communicates**. A page can pass every check here while its labels are opaque internal abbreviations and its numbers contradict each other between sections. Route copy, terminology and audience fit to a content/writing-discipline skill, and never let a green visual pass be reported as "a first-time reader can follow this" — that is a different question, answered by a reader, not by a rendering. ## Required Outcome Produce all of the following: 1. A scope contract naming the artifact, actor, job, target kind and canonical target identity, conditional state, viewports, affected journeys, reference/SSOT, and authorization. 2. A verification status: **verified**, **partial**, or **blocked**. 3. Findings tied to visible evidence, impact, state, viewport, and reproduction. 4. A list of what was actually exercised and what remains unverified. 5. When freshness or deployment is claimed, a separate delivery status and its identity evidence; when target mutation is explicitly authorized, identity before/after, a same-target/state/viewport re-run, and a regression guard. Never downgrade the user's real objective to whatever evidence was easiest to collect. ## Workflow Track this checklist for nontrivial audits: - [ ] 1. Establish the audit contract and authorization - [ ] 2. Select the required evidence level and canonical harness - [ ] 3. Prove the target, state, data, viewport, and claimed freshness - [ ] 4. Capture and inspect macro, local, and responsive evidence - [ ] 5. Exercise the affected journeys and recipient outputs - [ ] 6. Report findings; fix and re-run only when authorized ### 1. Establish The Audit Contract Read the project instructions, design-system SSOT, tokens, approved assets, launcher/test SOP, and the changed code. Then write a falsifiable contract: Artifact/page type: Actor and job: Target kind + canonical identity: web = exact in-browser URL (query/fragment included) + named environment single file/image = canonical path + content hash + rendering scheme multi-resource artifact = canonical entry + dependency/manifest digest + renderer native = installed artifact fingerprint + build/version + process/window + renderer route Conditional state: Delivery identity/status, only when freshness/deployment is claimed: Reference or design-system SSOT: Relevant viewport/device matrix: Intended projection/canvas size, if any: Affected interactions and outputs: Audit profiles: Source authorization: audit-only | fix-and-verify Interaction/action authority: read-only navigation | fixture-safe state changes | Target mutation authority: none | isolated diagnostic | local target | deploy Anti-goals / must-not-become: Pass condition: Name the correct state before judging pixels. Logged-out, onboarding, empty, permission-denied, seeded, populated, loading, and feature-flag branches can look like different products. A clean screenshot of the wrong branch is invalid. When authorization is in scope, signed-in-but-role-less is a distinct branch; logged-out or fully privileged evidence cannot stand in for it. Use the actor's task as the success target. “The chart exists” or “the tab switches” is not enough when the user needs to decide severity, finish a review, or recover from an error. When the pass condition names a visual reference — a screenshot, another product's page, a "make ours look like theirs" — load [references/reference-parity-decomposition.md](references/reference-parity-decomposition.md) **before judging the implementation, and in fix-and-verify mode before writing the next fix round**. This does not widen the skill's after-implementation scope: the decomposition is the first act of the *audit*, applied to the reference artifact (which always already exists), and each parity fix round is implementation happening inside this skill's fix-and-verify authority. If the same request also needs a visual direction created from scratch, that part still belongs to a design skill — hand the finished inventory over rather than re-deriving it there. The contract's first deliverable is the measured structural inventory of the reference, and the parity verdict is a per-relationship diff against that inventory. Fixing only the delta the user's latest screenshot complains about, round after round, converges only by exhausting the user — a real five-round case is decomposed in that file. It also governs two traps that outlive the inventory: your own geometry assertions are Level D for parity (they encode your reading of the reference, and stay green through a misreading), and a user's veto on an effect ("never crop the image") indicts the structural premise that forces the effect, not the parameter that picks its flavor. For a reporting-grade data page compared against a tier reference, that file and [references/data_viz_tier_and_token_audit.md](references/data_viz_tier_and_token_audit.md) divide the work: decomposition governs page structure, the tier benchmark governs data-presentation parameters — load both. ### 2. Select The Evidence Level Use the strongest level required by the claim: | Level | Evidence | Claims it can support | |---|---|---| | A | Real visible Chrome/browser or canonical native-app window, driven through the user journey | Browser/OS chrome, downloads, clipboard, popup blocking, file pickers/dialogs, print preview, permissions, native shell, actual visible-window complaints | | B | Same-state browser DevTools or project E2E/Playwright run with representative data | DOM geometry, routes, focus, overlays, interaction states, repeatable responsive behavior | | C | Fresh headless mechanical sweep from the bundled script | Overflow, wrapping, images, basic layout heuristics, screenshot candidates | | D | Source, lint, build, unit tests, or static DOM reasoning | Hypotheses and regression support only | Do not promote a lower level into a stronger conclusion: - A screenshot path that was never opened has no visual evidence value. - A fresh headless empty state cannot verify the user's populated state. - A renderer URL cannot verify an Electron/native shell. - A handler call cannot verify Chrome print preview, popup, or download UI. - A pointer cursor, hover style, or "click to X" badge cannot verify the click does anything: a signifier without a working handler is a dead click, confirmed only by triggering it (step 5). - Device emulation is an approximation; use a real device when device-specific behavior is material. If the required Level A surface is unavailable or another session owns the GUI, continue only with evidence that does not pretend to replace it. Report the exact missing evidence and mark the affected claim **partial** or **blocked**. ### 3. Prove Target, State And Viewport Read project-authoritative status before launching anything. Use the canonical launcher only when each side effect fits its own authority: lifecycle permission covers rebuild/restart/deploy, while seed or transactional data changes require interaction/action authority. Never infer one from the other. An authorized isolated diagnostic server is labeled non-target. Keep an exact web URL in browser memory, but persist only a redacted structural URL plus a stable digest/query-key list. Single files/images use path, content hash, and renderer; multi-resource HTML/decks require an authoritative resource manifest or dependency-closure digest. Native UI needs an installed-artifact fingerprint/code signature plus build, process/window, and renderer route. A renderer dev URL is diagnostic only. Treat raw screenshots as temporary local sensitive evidence; share/commit only a minimal redacted derivative. When a claim concerns a source change, freshness, or deployment, additionally close the source-to-target chain: 1. take the expected identity from the target's release contract, not local HEAD unless that target is supposed to run HEAD; 2. read project-authoritative runtime build/image/release status; 3. map browser/data-plane evidence to that expected artifact—a hashed filename alone proves nothing unless an expected manifest maps it; 4. prove the intended route, actor, data, conditional state, and viewport. Without identity mapping, a freshness/deployment claim is **unprovable**; when neither is claimed, use **not applicable**. Current pixels remain independently verifiable. If a source fix and target differ, its closure stays **partial — source fixed, verification target stale**. Audit-only work continues inspecting the live target without mutation. Source fix authority alone does not permit a target lifecycle; with separately authorized target mutation, record identity before the action, run only the named canonical lifecycle, re-prove identity, and repeat the same target/state/viewport. If lifecycle ownership is unresolved, that mutation path is **blocked**. Prefer a cache-disabled reload/fresh context. Change the query only when the project declares it semantically inert, preserve existing query/fragment, and run final evidence on the original URL. The detailed page-state probe, `file://` boundary, cache rules, redirects, and viewport comparison are in [references/browser-driving-and-observation-traps.md](references/browser-driving-and-observation-traps.md) §2–§5. Record the final URL and dimensions before CSS diagnosis, then restore the user's expected viewport when finished. For a scripted sweep, first prove the target state is reproducible with one of: - the project's fixture/storage-state/setup path; - one or more required rendered markers passed with repeated --require flags; - a direct deep link whose refresh restores the same state. Otherwise label the run a **fresh-session diagnostic**, not a pass. When the audit must sign in to a SPA, when scripted login fails or bounces back to the auth route, or when the target runs on localhost behind shell proxies, load [references/auth-session-and-environment-traps.md](references/auth-session-and-environment-traps.md) before filing any login/network finding — those failures are usually the driving harness or the environment impersonating a product defect. After authentication, do not drive from remembered sidebar labels or assume the target navigation is already mounted. Record the final URL, a short visible body excerpt, and the currently available links/buttons; then follow the canonical entry the rendered landing page actually exposes. If an expected locator is absent, treat navigation-contract or harness drift as the leading diagnosis until the target route/state is independently proven. ### 4. Capture And Inspect Rendered Evidence Capture the whole visible composition before zooming into the defect, then the affected component, relevant responsive widths, and lower sections. Open every screenshot with an image viewer and record what you saw; an uninspected file is not evidence. Calibrate the capture before trusting it. Falsify apparent clipping against DOM geometry, pin device scale where supported, wait for fonts/network/animation, and use the engine the recipient actually views. DOM evidence explains pixels; it does not replace them. The full capture-calibration protocol and minimum inspection set are in [references/browser-driving-and-observation-traps.md](references/browser-driving-and-observation-traps.md) §12. Extent and device-emulation traps specific to headless capture are catalogued in the same reference at §4–§5. Load [references/history-derived-checklist.md](references/history-derived-checklist.md) for the core visual/responsive defect catalog and standards-backed checks. Some defects produce no diagnostic anywhere: a global reset outranking a component's own styles, a library renaming its internal DOM classes so whole rule groups match nothing, a font family declared but never shipped, geometry written into theme config where source scans cannot see it, a new design token reusing a name the file already spent, a property that cannot apply because the rule never set the layout mode it presupposes, and per-element compliance that still reads as "no design system" in aggregate. Source review, type checks and geometry assertions are structurally blind to these — the artifacts are valid and simply do nothing. When a page looks cheap while every gate is green, that combination is the signature. Load [references/silent-degradation-and-evidence.md](references/silent-degradation-and-evidence.md) for the detection method per class, and probe the two highest-yield ones mechanically: node /scripts/silent_degradation_probe.mjs font \ --url http://127.0.0.1:5173/ --weight 700 \ --family "Brand Sans" --family "Fallback Sans" node /scripts/silent_degradation_probe.mjs class \ --css path/to/bridge.css --library-css node_modules//dist/.css Pass every family in the stack and the weight the page really uses. Interpret all five verdicts exactly; platform generics are healthy, while only host-provided-only and broken asset are defects. The reference explains why computed family names, `document.fonts.check()`, unloaded candidates, and CJK-only width probes otherwise create false conclusions. Run the bundled sweep from the audited project so it can resolve the project's existing Playwright dependency: node /scripts/visual_layout_audit.mjs \ --url 'http://127.0.0.1:5173/?state=fixture#/ready' \ --page-type app \ --require "Expected state marker" \ --screenshot-sections Use --file for a local HTML artifact. Run node /scripts/visual_layout_audit.mjs --help for all flags. For a contracted canvas, pass one or more exact viewports; custom viewports replace the default responsive matrix: node /scripts/visual_layout_audit.mjs \ --file deck.html --page-type deck --viewport 1920x1080 \ --screenshot-sections For a long page whose evidence depends on below-the-fold covers or thumbnails, add --scroll-visible-media. It visits rendered media rows before capture so lazy loading can start, while excluding CSS-hidden responsive alternatives. Without that flag, offscreen lazy media is reported as deferred coverage rather than a broken asset. In either mode, inspect the screenshots: “not requested,” “still loading,” and “request completed but undecodable” are different states. Use repeated --forbid patterns only for project-specific stale names or rendered terms that the current product contract explicitly prohibits. Do not encode generic taste preferences as forbidden regexes. The script exits: - 0 when no mechanical errors remain; - 1 when errors remain, or warnings remain with --fail-on-warning; - 2 for invalid input, missing prerequisites, or runtime/setup failure. The script writes screenshots and its JSON report to a unique temporary run directory; explicit --out must be new or empty. It is a Level C sweep, not the final verdict. Never commit/share raw evidence: reports hash rendered labels and redact target-derived values, while derivative screenshots need identifying pixels redacted. Its target-string fingerprint and single-file byte hash do not compute a multi-resource closure/native identity; supply the project contract. Do not mutate the audited project merely to run the sweep. Reuse its package manager and canonical browser harness. If Playwright is absent, continue with available Level A/B evidence and report the omitted Level C sweep; install a dependency only when dependency changes are authorized. Pass headers through `--header-env "Name: ENV_NAME"`; argv contains only the header/env names, never the value. Raw `--header` is disabled. Values stay on the target origin; TLS stays enabled except for an explicitly trusted self-signed origin. Run the probe regressions from a project that already provides Playwright: ```bash node --test /tests/test_silent_degradation_probe.mjs ``` ### 5. Exercise Journeys And Outputs **A visible signifier is not proof of behavior — trigger every relevant control whose side effects fit the explicit action authority, confirm the response, and mark the rest unverified.** Pointer/hover/button styling can be a false affordance: the handler is absent or stale, while screenshots and plausible source both pass. Only a real Level A/B trigger verifies behavior. Prioritize late-added lightboxes, thumbnail grids, and copy actions. Assert the resulting state—not dispatch—and rule out delegation, hydration timing, or trusted-gesture gates before calling a dead click (browser-driving-and-observation-traps.md trap 1). A missing visible cue around working behavior is the inverse failure in the silent-degradation reference. Exercise only the relevant transition matrix: entry -> ready -> active -> processing -> success/error -> recovery -> ready Also verify, when applicable: - click -> URL/state -> refresh -> deep link -> back/forward; - drawer/modal/popover open, focus, background interaction, close, and mobile; - transient notification lifecycle with observation armed before the trigger; - advanced mode -> visible current mode and trigger owner -> one-step return to default; - provider/model/runtime status -> selected configuration and current status evidence; - download -> completed file -> opened recipient artifact; - share -> copied/opened URL -> refreshed recipient state; - file picker/dialog -> visible open/cancel/select path -> recovered app state; - print/PDF -> real Chrome preview -> nonblank pages; - Electron/native -> canonical app process/window -> native controls and shell. Load [references/journey-and-page-contracts.md](references/journey-and-page-contracts.md) when the audit includes state transitions, authorization, modes, provider/model/runtime truth, routes, transient states, overlays, browser outputs, native shells, landing/deck/browser tool/game artifacts, dashboards, design-system artifacts, GIS/maps, or review tools. Load [references/data_viz_tier_and_token_audit.md](references/data_viz_tier_and_token_audit.md) only for reporting-grade data pages, named tier/reference comparisons, chart token audits, or categorical palettes. Before reporting a nontrivial audit, re-walk the primary path as a tired user without debugger context. Look first for unclear trigger or mode ownership, hidden return-to-default, blocked recovery, misleading runtime labels, raw machine language, unreachable controls, avoidable manual work, and the missing guard that would let the same defect recur. This is a falsification pass, not an excuse to expand a local visual-only audit into every profile. ### 6. Report, Fix, And Re-run **Every appearance claim ships with the pixels that show it.** A reader who cannot see the defect cannot decide anything about it, and cannot check whether the finding is even real. Crop to the affected element with just enough surrounding context to locate it — a full-page screenshot proves nothing about a 14px misalignment, and prose alone ("the buttons look cheap") is unactionable no matter how accurate. `scripts/silent_degradation_probe.mjs shot` crops one element plus padding for exactly this. Four rules that decide whether the evidence survives contact with a reader: comparisons must be **scale-matched** (two full-width regions placed side by side shrink until the 3px difference under discussion vanishes — crop both to the same component at the same width instead); dimensions are reported in **CSS px, never device px** (a DPR-2 capture has twice the pixel count, and quoting that as page height has produced a false "20 screens long" finding); a capture taken before a fix is **labeled with the commit it shows** rather than presented as current; and findings resting on a **code count** rather than a photograph are **marked as such**, so the reader knows which parts of the list are equally evidenced. Separate **impact** from **category**. Follow the project's severity taxonomy when one exists. Otherwise use: - **Blocker** — false success, destructive/misleading action, or primary journey cannot complete without a safe workaround; - **Major** — core task, recipient output, recovery, route, or critical control is unusable; - **Moderate** — comprehension or operation is materially degraded but a safe workaround exists; - **Minor** — polish defect with little task impact. Use categories such as layout, responsive, state, route, accessibility, browser-output, native-shell, intent, or taste. Taste and Intent are not severity levels. Report with this compact schema: Current-render status: verified | partial | blocked Delivery status: matched | mismatched | unprovable | not applicable Fix-closure status: verified | partial | blocked | not applicable Target: Environment: Delivery identity: after; evidence> Actor/job; reference/pass condition; affected journeys: Authorization: Scope: Findings: - Major · browser-output · PDF action · desktop Impact/state/viewport/reproduction: Evidence artifact/crop: Evidence: clicking the visible control opens about:blank; print preview has no page. Fix: use a user-gesture-safe print path and re-test the recipient preview. Reference-parity inventory (parity audits only): - matched | deliberately diverged (derivation) | not yet, one line each> Verified: - Not verified: - In **audit-only** mode, continue read-only evidence gathering but make no source or target mutation. In **fix-and-verify** mode: 1. Fix the root cause rather than hiding overflow, shrinking all type, changing selectors to evade the detector, or removing a feature. 2. Preview subjective alternatives live before committing a shared visual token. 3. Update a target only under its separate named mutation authority; otherwise report source-fixed/target-unverified without expanding scope. 4. Re-run the same canonical target and re-prove identity, route, state, viewport, journey, and recipient output. 5. Add or update the smallest regression guard that would catch the confirmed failure class. Three habits keep the fix pass from manufacturing its own defects — each has produced one: - **Shoot the "before" while the defect still exists.** After the rebuild it is unreproducible, and a closure report can then only assert the improvement. Reuse the identical crop window for the after-shot so the pair differs by one variable. - **Grep a new shared name before introducing it.** A token named after a word the file already spent (`rail`, `bar`, `card`) silently overrides or gets overridden depending on definition order, changing two subsystems at once (silent-degradation class 1f). - **Prove the repaired assertion can fail.** Reintroduce the defect, watch it go red with the expected magnitude, then remove it. An assertion that stayed green through the whole bug does not become a guard by being rewritten. ## Completion Gate Call **current-render status** verified only when: - the canonical target kind/identity, final target, data, and actor state are proven; - delivery is matched, mismatched, or unprovable when freshness is claimed, otherwise not applicable; - every screenshot cited in the report was opened and inspected; - relevant viewports and lower sections were covered; - affected interactions and outputs were exercised at the required evidence level; - no unresolved Blocker/Major finding contradicts the pass; - remaining limitations are explicit. Call **fix-closure status** verified only after an authorized fix is rechecked against the same canonical target/state/viewport; otherwise use partial or blocked. Otherwise report **partial** or **blocked**. Never ask the user to perform a check the available agent tools can perform. ## Bundled Resources - scripts/visual_layout_audit.mjs — Playwright-powered mechanical viewport, layout, and media-state sweep with screenshots and JSON evidence. - references/history-derived-checklist.md — core visual/responsive defect catalog plus standards-backed checks. - references/journey-and-page-contracts.md — state, route, overlay, browser-output, native-shell, and page-type contracts. - references/auth-session-and-environment-traps.md — authenticated-SPA login and post-login navigation driving traps plus environment hijack diagnostics (proxy, CSP entry point, server-log triangulation). - references/data_viz_tier_and_token_audit.md — conditional data-viz, reference-tier, token, and palette audit. - references/reference-parity-decomposition.md — the reference-parity profile's method: measured structural inventory of the named reference before judging or fixing, per-relationship parity verdicts with match criteria, why self-authored assertions are Level D for parity, veto-premise analysis, asset fidelity, relationship (not value) translation, and the pre-report confirmation list. - references/browser-driving-and-observation-traps.md — the auditor's own failure modes: misread clicks, stale caches, `file://` limits, viewport-vs-page screenshots, width-resize vs device emulation, states a default screenshot cannot show, hidden-tab media deferral, virtual-time false negatives, `--dump-dom` timing (and the title-encoded interaction probe done right), and Range-server media stalls. Read it before driving a real browser, and whenever an observation surprises you. - evals/evals.json and evals/trigger-evals.json — behavior and routing regression cases; excluded from packaged runtime content.