Agent skill

image-analysis

Reference for auction item image analysis — what to look for in photos of auction items, how to extract catalog-relevant information from images, and how the extension's AI image analysis works.

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Install this agent skill to your Project

npx add-skill https://github.com/majiayu000/claude-skill-registry/tree/main/skills/other/other/image-analysis-mixxmastermike123-auctionet-extension

SKILL.md

Auction Item Image Analysis Reference

Use this skill when working on image analysis features, Claude Vision prompts, or photo-based cataloging. Focus on: $ARGUMENTS

How Image Analysis Works in the Extension

Architecture

Item images (up to 5 slots) → base64 encoding → Claude Vision API
                                                      ↓
                                               Structured JSON response:
                                               - Title, description, condition
                                               - Artist, period, materials
                                               - Keywords, estimate, reserve

Image Slots (categorized)

Slot Purpose What to extract
Front/Main Primary identification Object type, style, material, overall condition
Back/Reverse Maker marks, construction Stamps, signatures, labels, construction method
Markings Stamps, hallmarks Manufacturer, date, origin, purity (silver/gold)
Signatures Artist identification Name, date, numbering, technique notes
Condition Damage documentation Specific flaws, repairs, wear patterns

Image Processing

  • Images exceeding 5MB auto-resized via canvas (_resizeBase64Image)
  • Max dimension: 1400px (progressively reduced if still too large)
  • Output: JPEG at 0.82 quality (reduced to 0.5 at minimum)
  • Domain whitelist: auctionet.com, images.auctionet.com, upload.wikimedia.org

What to Look For (by category)

Art & Paintings

  • Signature: location (lower right, a tergo), legibility, full name vs initials
  • Dating: exact year, decade, century — write exactly as on work
  • Technique: oil on canvas, watercolor, mixed media, lithograph, etching
  • Numbering: edition number for prints (e.g., "120/310")
  • Frame: type, period (but NEVER report frame condition)
  • Canvas/paper: condition, foxing, tears, restorations
  • Size: height × width without frame

Furniture

  • Style identification: gustavian, rococo, art deco, functionalist
  • Construction: joinery type, original vs restored parts
  • Wood type: visible in unfinished areas — only identify if confident
  • Hardware: original vs replacement handles, locks, hinges
  • Surface: veneer condition, inlay, painted decoration
  • Stamps/labels: maker marks, often on underside or back

Silver & Gold

  • Hallmarks: city mark, year mark, maker mark, assay mark
  • Purity: sterling (925), 830, 18k, 14k — only from stamps, never guess
  • Weight: essential for precious metals
  • Engravings: monograms, presentation inscriptions (always mention in condition)
  • Construction: filled base vs solid (affects weight relevance)

Glass & Ceramics

  • Manufacturer marks: underside stamps, etched signatures
  • Technique: blown, pressed, cut, etched, overlay
  • Color: describe accurately for glass
  • Condition: chips (nagg), hairline cracks (hårspricka), crazing
  • Size: height and/or diameter

Rugs & Textiles

  • Origin: Persian, Turkish, Scandinavian — from patterns and construction
  • Construction: hand-knotted, machine-made, flatweave
  • Material: wool, silk, cotton — from texture and sheen
  • Condition: fringe wear, color fading, repairs, moth damage
  • Size: always in title — length × width

Watches & Clocks

  • Manufacturer & model: from dial and caseback
  • Movement: automatic vs quartz (from caseback or movement view)
  • Case material: steel, gold, gold-plated — from stamps
  • Case size: diameter in mm
  • Dial condition: patina, lume condition, text legibility

Weapons & Militaria

  • EXTRA CAUTION — anti-hallucination rules are strictest here
  • Only describe what is physically visible
  • Never add historical context not explicitly present
  • Never guess school names, regions, or periods from style
  • Focus on: markings, inscriptions, materials, construction method

AI Prompt Patterns for Image Analysis

Hallucination Prevention

  • "Describe ONLY what you can see in the image"
  • "Do NOT infer historical period from style alone"
  • "If uncertain about material, say 'appears to be' not 'is'"
  • "Never fabricate maker names, dates, or provenance"

Extraction Priority

  1. Object identification — what is it?
  2. Material identification — what's it made of?
  3. Maker/artist identification — who made it? (from visible marks only)
  4. Condition assessment — what damage/wear is visible?
  5. Period estimation — when was it made? (conservative)
  6. Valuation clues — quality level, rarity indicators

Multi-Image Strategy

When multiple images are available:

  • Cross-reference front view with detail shots
  • Use back/underside for construction clues
  • Use marking photos to confirm or identify maker
  • Use condition photos to quantify damage described in main view
  • Don't repeat information already captured from another image

Photography Guidelines (for reference)

Minimum Standards

  • At least 3 photos per item
  • Clean, neutral background (NCS S4000 N gray)
  • Even lighting, no harsh shadows
  • Include scale reference where helpful

Category-Specific Photo Requirements

Category Required shots
Furniture Front, back (if old), marble top detail, interior
Art Without frame (expensive), with frame, signature, back
Silver/Gold Full view, hallmarks close-up, engravings
Porcelain Full view, underside/marks, pattern detail
Rugs Full spread, corner detail, back
Watches Dial, caseback, movement (if accessible)
Services Group shot, single piece detail, marks

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