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Workflow Playbook

UI Screenshot Structure Review and Development Handoff

Turn one authorized UI screenshot into a manually reviewed component tree, validated JSON and development notes, with source coordinates, uncertainty and revision evidence preserved.

Start here

New to this workflow? Follow the steps in order, starting with the first tool below. Already know what you need? Jump straight to the matching step — every tool in this workflow is listed in the comparison table.

First tool: Website Screenshot

Hubs

Tools in this workflow, compared

ToolWhat it doesCategory
Website ScreenshotGenerate high-quality website screenshots with customizable options using headless browserDevelopment
Image Metadata ExtractorExtract comprehensive metadata from images including EXIF, IPTC, XMP, and technical informationMedia
Image CropperCrop images to specific dimensions or aspect ratios with custom positioningDesign
UI Screenshot to Structured JSONTurn a screenshot into an editable visual layout tree, component inventory and coding handoff.AI Tools
JSON Schema Validator

Hubs

Continue with adjacent topic clusters

Validate JSON data against a JSON Schema to verify structure and data types
Validation
JSON Path ExtractorQuery JSON with JSONPath or JMESPath-style expressions, inspect matched paths, and highlight extracted values in the original documentData Processing
JSON Diff VisualizerCompare two JSON payloads and render a visual HTML diff with path-level additions, removals, changes, and statisticsDevelopment
File Hash VerifierCalculate MD5/SHA1/SHA256 hash values for files and verify against expected hashesUtilities

Define a visual reference with a bounded purpose

This workflow serves frontend developers and product designers preparing one static screen for implementation discussion. The result is a reviewed component inventory, visual tree and notes, not a cloned application or recovered source code. Agree which viewport and state the screenshot represents and who can approve it. Record capture date, source and intended use; a screenshot cannot establish unseen states.

Use an authorized existing screenshot when the real state requires login or interaction. Website Screenshot is an optional public-page source, not a way to reproduce a private session. Check the returned capture for consent banners, loading placeholders and missing resources. Image metadata helps establish technical dimensions and orientation, but does not establish permission or completeness.

Prepare the image before any disclosure

Review privacy before sending files even to preparation tools, which may process them on a server. Remove sensitive pixels locally or use the structure tool's pre-upload mask before analysis. Inspect metadata, filenames and context as well; a visual mask does not sanitize all surrounding data. Keep restricted originals separate and only share the approved analysis copy. Provider retention policies apply; consent is not a zero-retention guarantee.

The structure tool accepts PNG, JPEG or WebP within 10 MB, 16 MP and 8192 pixels per side and bounds output to 240 nodes. If a dense screen needs a crop, preserve the crop offset and remaining dimensions. Cropping changes the coordinate frame: exported boxes refer to the analyzed image, not automatically to the uncropped source, CSS pixels or a different viewport. Review any manual coordinate mapping explicitly. Cropping is framing, not secure redaction of material still present elsewhere.

Review the extraction, not the confidence score

Quick mode uses one AI request. Precise mode adds at most two crop reviews; invalid patches are discarded and marked partial. It does not guarantee complete detection. Local English OCR may refine nearby boxes for high-confidence exact text matches, but ambiguous and unmatched boxes remain estimates, and absent OCR does not stop analysis. The offline demo is synthetic and cannot validate your screenshot.

Inspect overlays against the exact analysis image. Prioritize visible labels, component type, containment and parent relationships, box boundaries and repeated items. A visual rectangle is not proof of a button element, a click handler or keyboard semantics. Correct what the image supports and list clipped, missing or ambiguous regions instead of inventing them. Model confidence is not an accuracy measurement.

Keep the initial JSON before editing. Correct text, type, parents and boxes in the result, and attach requested redesigns separately from observed evidence. Download JSON and Markdown after local corrections; those exports include review status and usage but not the image itself. Preserve the approved analysis image separately and check that the two exports describe the same revision.

Check a contract and explain each revision

Agree a schema based on the actual export rather than assuming an internal format is stable. Use supported constraints to check required fields and types, then query representative component nodes and review paths in the full JSON. Schema validation cannot establish unique semantic identities, valid cross-references or containment unless those rules are explicitly checked elsewhere. Manually inspect parent references, impossible dimensions and boxes outside the analysis image.

Compare the initial export with the corrected JSON. Explain changed text, moved boxes, reassigned parents and removed hallucinated nodes. Array order or regenerated identifiers can create noisy differences; reconcile them by visible context rather than treating every changed path as a real UI change. Preserve uncertainty and partial status instead of changing labels merely to make a report pass.

Deliver a reference that developers can challenge

Deliver the approved analysis image, corrected JSON, Markdown, crop mapping, agreed schema, review decisions and remaining questions with matching revision names. Verify the package contains no restricted originals, secrets or overlooked private text. Hash final local files with SHA-256 after the last change; a digest identifies copies, not correctness or ownership. Temporary URLs are not a durable package.

The developer should treat inferred styles as proposals and implement a testable page. Verify actual behavior, responsive breakpoints, keyboard access and accessibility separately. This workflow ends at a reviewed visual reference. Use the style-inventory workflow for computed style observations and token proposals, responsive comparison for real rendered changes, or screenshot-guide authoring for procedural instructions rather than mixing those deliverables into this handoff.

Before you start

  • Use a screenshot you may process and share. Record source, capture date, viewport, page state and intended reuse; never submit passwords, personal data or confidential UI without authorization.
  • Prepare a readable PNG, JPEG or WebP within 10 MB, 16 MP and 8192 pixels per side. The analysis is bounded to 240 nodes; define a smaller region if the screen is too dense.
  • Obtain explicit consent for third-party AI processing and review provider retention policies. Keep originals restricted; masking must happen before upload, including any server-based preparation tools.
  • Choose a reviewer and an agreed JSON contract using supported schema features. Preserve the initial export and keep observed content separate from requested redesigns.

Workflow playbook

Deliver a reviewed visual structure reference, not a guessed original implementation

  1. 1

    Fix one authorized source state

    Use an existing screenshot or capture an authorized public page. Check actual dimensions and orientation, record viewport and state and inspect privacy before any upload.

  2. 2

    Prepare a traceable analysis image

    Crop a sanitized copy only when useful. Retain context, offsets and dimensions; inspect the final image and metadata for disclosures and define its coordinate frame.

  3. 3

    Extract and manually correct the visual structure

    Consent to AI processing, choose quick or precise mode and inspect overlays. Correct text, type, parent and box errors; separate observed structure from change requests and download revised JSON and Markdown.

  4. 4

    Validate the contract and review changes

    Validate final JSON with the agreed schema, query representative nodes and compare the original export with the corrected revision. Manually verify references, geometry and meanings beyond schema coverage.

Choose the right path

Existing screenshot or new capture?

Use the actual authorized state for logged-in or interactive screens. A public URL capture is optional and may differ; verify it before using it as evidence.

Whole screen, crop or precise review?

Retain context when readable; crop only with recorded offsets. Quick mode makes one AI request, precise mode adds at most two crop reviews; neither guarantees small-element coverage.

Observed component or proposed implementation?

Correct text, types, parents and boxes against pixels. Put desired behavior and redesign requests in separate notes; do not present inferred DOM, CSS or accessibility semantics as recovered facts.

Done when

  • The exact privacy-reviewed analysis image is retained with dimensions, source state and any crop offsets; coordinate units and origin are explicit and boxes are checked against that image.
  • Important text, component types, parent relationships and boxes have been visually checked. Missing, clipped, ambiguous and partial regions are listed with a reviewer and unresolved status.
  • Final JSON satisfies the agreed supported schema, queried key nodes match the reviewed inventory and differences from the initial export have explanations; validation is not claimed as visual accuracy.
  • The package includes the approved analysis image, corrected JSON, Markdown notes, change decisions and SHA-256 values. Hidden behavior, responsive rules and implementation tests remain explicitly unverified.
Hub

Website Style Inventory and Design Token Review Handoff

Capture an authorized public page, reconcile observed styles with screenshot evidence, review colour pairs and token changes, and deliver a traceable design handoff without claiming to recover the original design system.

Hub

Responsive Page Change Review and Evidence Handoff

Compare a page before and after a redesign at matched viewports, investigate layout and color changes, and deliver screenshots, reviewed findings and reproducible release evidence.

Hub

Screenshot-Based Procedure Guide Review and Handoff

Turn one authorized procedure into a tested screenshot guide, verify image-to-step matching and privacy, and deliver reviewed HTML, print-to-PDF output and an editable project.

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  • 5

    Deliver evidence and implementation boundaries

    Collect the sanitized analysis image, corrected exports and decisions, record unresolved states and hash final local files. Require separate real-browser tests for the eventual implementation.

  • Development

    Website Screenshot

    Generate high-quality website screenshots with customizable options using headless browser

    Media

    Image Metadata Extractor

    Extract comprehensive metadata from images including EXIF, IPTC, XMP, and technical information

    Design

    Image Cropper

    Crop images to specific dimensions or aspect ratios with custom positioning

    Media

    Image Metadata Extractor

    Extract comprehensive metadata from images including EXIF, IPTC, XMP, and technical information

    AI Tools

    UI Screenshot to Structured JSON

    Turn a screenshot into an editable visual layout tree, component inventory and coding handoff.

    Validation

    JSON Schema Validator

    Validate JSON data against a JSON Schema to verify structure and data types

    Data Processing

    JSON Path Extractor

    Query JSON with JSONPath or JMESPath-style expressions, inspect matched paths, and highlight extracted values in the original document

    Development

    JSON Diff Visualizer

    Compare two JSON payloads and render a visual HTML diff with path-level additions, removals, changes, and statistics

    Utilities

    File Hash Verifier

    Calculate MD5/SHA1/SHA256 hash values for files and verify against expected hashes