Initial commit of Tmall new-product analysis loop v9.2.5.

Co-authored-by: Cursor <cursoragent@cursor.com>

codex-plugin-toolkit/sansong-tmall-product-report/.codex-plugin/plugin.json

@@ -0,0 +1,23 @@
+{
+  "name": "sansong-tmall-product-report",
+  "version": "9.0.0",
+  "description": "三笙跨类目电商商品采集、分析、开品与AI视觉报告插件。",
+  "author": {
+    "name": "三笙市场洞察"
+  },
+  "skills": "./skills/",
+  "interface": {
+    "displayName": "三笙电商商品分析报告",
+    "shortDescription": "跨类目采集商品证据并输出图文开品报告。",
+    "longDescription": "根据类目、标题、主图、详情、SKU、参数、评论与问答动态生成有证据链的电商商品分析报告、新品设计方案和AI视觉参数。",
+    "developerName": "三笙市场洞察",
+    "category": "Productivity",
+    "capabilities": ["Read", "Write", "Analysis", "Reporting"],
+    "brandColor": "#00AFC5",
+    "defaultPrompt": [
+      "基于最新采集生成商品分析报告",
+      "检查商品字段采集是否完整",
+      "输出下一款开品卖点与落地方案"
+    ]
+  }
+}

codex-plugin-toolkit/sansong-tmall-product-report/README.md

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+# 三笙电商商品分析报告插件 v9.2.5
+
+用于把淘宝/天猫当前商品采集结果转成跨类目商品分析、新品设计和 AI 视觉报告。
+
+- `skills/tmall-product-analysis-report/SKILL.md`：跨类目分析与报告规范。
+- `scripts/normalize_capture.mjs`：采集 JSON 标准化。
+- `assets/capture-extension/`：通用商品页采集扩展参考。
+- `assets/taobao_detail_fields_v8.3.6.xlsx`：保持原文件名的跨类目字段对照表。
+
+报告明确展开标题、主图、详情、SKU、评论、商品价值结构、设计资产分级及 AI 生成规格；用户只负责采集并生成。

codex-plugin-toolkit/sansong-tmall-product-report/assets/capture-extension/README.md

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+# 三笙电商商品详情采集扩展 v9.2.5
+
+跨类目采集商品标题、类目候选、主图、详情、SKU、动态参数、评论和问答。家纺仅为分析模板分支，不限制采集字段。

codex-plugin-toolkit/sansong-tmall-product-report/assets/capture-extension/manifest.json

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+{
+  "manifest_version": 3,
+  "name": "三笙商品详情采集",
+  "version": "9.2.5",
+  "description": "跨类目解析商品标题、主图、详情、活动、SKU、动态参数、评论与问答。",
+  "permissions": ["activeTab", "scripting", "tabs", "alarms", "cookies"],
+  "host_permissions": [
+    "http://127.0.0.1:3300/*",
+    "http://localhost:3300/*",
+    "http://127.0.0.1/*",
+    "http://localhost/*",
+    "https://*.taobao.com/*",
+    "https://item.jd.com/*",
+    "https://*.jd.com/*",
+    "https://item.taobao.com/*",
+    "https://detail.tmall.com/*",
+    "https://*.tmall.com/*"
+  ],
+  "content_scripts": [{
+    "matches": ["http://127.0.0.1/*", "http://localhost/*"],
+    "js": ["page_bridge.js"],
+    "run_at": "document_start"
+  }],
+  "background": { "service_worker": "service_worker.js" },
+  "action": { "default_title": "重新采集当前商品页" }
+}

codex-plugin-toolkit/sansong-tmall-product-report/assets/capture-extension/page_bridge.js

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+window.addEventListener('message',event=>{
+  if(event.source!==window||event.data?.type!=='SANSONG_COLLECTOR_PING')return
+  chrome.runtime.sendMessage({type:'SANSONG_COLLECTOR_WAKE'},response=>{
+    window.postMessage({type:'SANSONG_COLLECTOR_PONG',requestId:event.data.requestId,installed:true,version:chrome.runtime.getManifest().version,connected:Boolean(response?.connected)},'*')
+  })
+})

codex-plugin-toolkit/sansong-tmall-product-report/assets/capture-extension/service_worker.js

@@ -0,0 +1,187 @@
+const API_BASE='http://127.0.0.1:3300/api/collector/product-page'
+
+async function capture(tabId){
+  const result=await chrome.scripting.executeScript({target:{tabId},func:()=>{
+    const clean=value=>String(value||'').replace(/\s+/g,' ').trim()
+    const uniq=rows=>[...new Set(rows.filter(Boolean))]
+    const bodyText=document.body?.innerText||''
+    const lines=bodyText.split(/\n+/).map(clean).filter(Boolean)
+    const url=location.href
+    const itemId=url.match(/[?&]id=(\d+)/)?.[1]||url.match(/\/(\d+)\.html/)?.[1]||''
+    const skuId=url.match(/[?&]skuId=(\d+)/)?.[1]||''
+    const platform=/tmall/i.test(location.hostname)?'tmall':/taobao/i.test(location.hostname)?'taobao':/jd\.com/i.test(location.hostname)?'jd':'unknown'
+    const title=clean(document.querySelector('h1')?.textContent||document.querySelector('meta[property="og:title"]')?.content||document.title)
+    const readAfter=patterns=>{const row=lines.find(line=>patterns.some(pattern=>pattern.test(line)));if(!row)return'';const parts=row.split(/[：:]/);return clean(parts.length>1?parts.slice(1).join(':'):row)}
+    const shop=clean(document.querySelector('[class*="shop-name"],[class*="shopName"],[class*="seller-name"],[class*="sellerName"]')?.textContent)||readAfter([/^店铺/,/^店名/,/^卖家/])
+    const priceText=clean(document.querySelector('[class*="promotionPrice"],[class*="salePrice"],[class*="price"]')?.textContent||'')
+    const currentPrice=clean(priceText.match(/[¥￥]?\s*(\d+(?:\.\d+)?)/)?.[1]||bodyText.match(/(?:券后|到手价|活动价|价格)\s*[¥￥]?\s*(\d+(?:\.\d+)?)/)?.[1]||'')
+    const originalPrice=clean(bodyText.match(/(?:原价|划线价|优惠前)\s*[¥￥]?\s*(\d+(?:\.\d+)?)/)?.[1]||'')
+    const sold=clean(bodyText.match(/(?:已售|付款|销量|累计销量)\s*([0-9.万wW+]+)/)?.[1]||'')
+    const publicReviewCount=clean(bodyText.match(/(?:累计评价|全部评价|商品评价|评论)\s*([0-9.万wW+]+)/)?.[1]||'')
+    const ranking=clean(bodyText.match(/(?:热销榜|排行榜|榜第)\s*第?\s*([0-9]+)\s*名/)?.[0]||'')
+
+    const meta={}
+    document.querySelectorAll('meta').forEach(el=>{const key=el.getAttribute('property')||el.getAttribute('name');const value=el.getAttribute('content');if(key&&value&&!/cookie|authorization|token|password/i.test(key))meta[key]=value})
+    const jsonld=[]
+    document.querySelectorAll('script[type="application/ld+json"]').forEach(el=>{try{jsonld.push(JSON.parse(el.textContent||'null'))}catch{}})
+
+    const badImage=/avatar|icon|logo|sprite|loading|placeholder|qrcode|qr-code|emoji|badge/i
+    const imageRows=[...document.images].map(img=>({
+      url:img.currentSrc||img.src,
+      width:img.naturalWidth||img.width||0,
+      height:img.naturalHeight||img.height||0,
+      alt:clean(img.alt),
+      context:clean(`${img.alt||''} ${img.closest('[class],[id]')?.className||''} ${img.closest('[class],[id]')?.id||''}`)
+    })).filter(row=>/^https?:\/\//.test(row.url)&&!badImage.test(`${row.url} ${row.context}`)&&(row.width>=120||row.height>=120))
+    const uniqueImages=rows=>{const seen=new Set();return rows.filter(row=>{const key=row.url.replace(/_[0-9]+x[0-9]+[^/]*$/,'');if(seen.has(key))return false;seen.add(key);return true})}
+    const reviewRows=uniqueImages(imageRows.filter(row=>/review|comment|rate|evaluate|buyer|show|评价|评论|买家秀|晒单/i.test(row.context)))
+    const detailRows=uniqueImages(imageRows.filter(row=>/detail|description|desc|richtext|module|详情|图文|描述/i.test(row.context)&&!reviewRows.some(x=>x.url===row.url)))
+    const skuRows=uniqueImages(imageRows.filter(row=>/sku|prop|variant|option|规格|颜色|尺码|型号|口味/i.test(row.context)&&!reviewRows.some(x=>x.url===row.url)&&!detailRows.some(x=>x.url===row.url)))
+    const mainRows=uniqueImages(imageRows.filter(row=>/gallery|thumb|preview|main|swiper|carousel|主图|轮播/i.test(row.context)&&!reviewRows.some(x=>x.url===row.url)&&!detailRows.some(x=>x.url===row.url))).slice(0,30)
+    const allImages=uniqueImages(imageRows)
+
+    const blockedAttribute=/优惠|券|立减|包邮|发货|送达|价保|退货|客服|店铺|销量|付款|评论|评价|问答/
+    const attributes=[]
+    const attributeSeen=new Set()
+    const addAttribute=(name,value,source='dom')=>{name=clean(name).replace(/[：:]$/,'');value=clean(value);if(!name||!value||name.length>36||value.length>600||blockedAttribute.test(name))return;const key=`${name}\u0000${value}`;if(attributeSeen.has(key))return;attributeSeen.add(key);attributes.push({name,value,source})}
+    document.querySelectorAll('table tr,[class*="attribute"] li,[class*="Attribute"] li,[class*="parameter"] li,[class*="Parameter"] li,[class*="property"] li,[class*="Property"] li,[class*="attr"] li').forEach(el=>{
+      const cells=[...el.querySelectorAll(':scope > th,:scope > td,:scope > span,:scope > div')].map(x=>clean(x.textContent)).filter(Boolean)
+      if(cells.length>=2)addAttribute(cells[0],cells.slice(1).join(' '),'attribute_dom')
+      else{const text=clean(el.textContent);const match=text.match(/^([^：:]{1,36})[：:]\s*(.{1,600})$/);if(match)addAttribute(match[1],match[2],'attribute_dom')}
+    })
+    lines.forEach(line=>{const match=line.match(/^([^：:]{1,30})[：:]\s*(.{1,400})$/);if(match)addAttribute(match[1],match[2],'page_text')})
+
+    const breadcrumb=uniq([...document.querySelectorAll('[class*="breadcrumb"] a,[class*="crumb"] a,[class*="category"] a')].map(el=>clean(el.textContent))).filter(x=>x.length<=40).slice(0,12)
+    const categoryCandidates=uniq([...breadcrumb,...attributes.filter(x=>/类目|分类|品类|产品类型|商品类型/.test(x.name)).map(x=>x.value)]).slice(0,20)
+
+    const variants=[]
+    const variantSeen=new Set()
+    const addVariant=row=>{const name=clean(row.name);if(!name||name.length>180)return;const key=`${clean(row.group)}\u0000${name}`;if(variantSeen.has(key))return;variantSeen.add(key);variants.push({...row,name,group:clean(row.group),source:row.source||'sku_dom'})}
+    document.querySelectorAll('[class*="sku"],[class*="Sku"],[class*="variant"],[class*="Variant"],[class*="prop"] ,[class*="Prop"]').forEach(container=>{
+      const group=clean(container.querySelector('[class*="title"],[class*="label"],[class*="name"]')?.textContent||'')
+      container.querySelectorAll('button,[role="option"],li,[class*="item"],[class*="Item"]').forEach(el=>{
+        const name=clean(el.getAttribute('title')||el.getAttribute('aria-label')||el.textContent)
+        const image=el.querySelector('img')?.currentSrc||el.querySelector('img')?.src||''
+        addVariant({group,name,image,selected:el.getAttribute('aria-selected')==='true'||/selected|active|current/i.test(el.className),disabled:el.getAttribute('aria-disabled')==='true'||el.hasAttribute('disabled')})
+      })
+    })
+    const variantKeywords=/(颜色|色号|尺码|尺寸|规格|型号|版本|配置|容量|净含量|口味|香型|套装|套餐|款式|适用|包装|重量|数量|码数|度数|功率|内存|存储)/
+    lines.filter(line=>variantKeywords.test(line)&&line.length<=500).slice(0,180).forEach(line=>line.split(/[,，]/).map(clean).filter(Boolean).forEach(name=>addVariant({group:'',name,source:'page_text'})))
+
+    const promotionPattern=/(优惠|券|立减|满减|包邮|免运费|价保|退货|退款|七天无理由|预计.*发货|送达|大促|活动|限时|到手价|店铺优惠|赠品|买一送一)/i
+    const promotions=uniq(lines.filter(line=>promotionPattern.test(line)&&line.length<=120)).slice(0,100).map(text=>({text,source:'page_text'}))
+
+    const questions=[]
+    document.querySelectorAll('[class*="question"],[class*="Question"],[class*="ask"],[class*="Ask"]').forEach((el,index)=>{
+      const text=clean(el.innerText);if(!text)return
+      const question=clean(el.querySelector('[class*="question"],[class*="title"]')?.textContent||text.match(/(.{2,160}[？?])/)?.[1])
+      const answer=clean(el.querySelector('[class*="answer"]')?.textContent||'')
+      if(question)questions.push({id:`question-${index+1}`,question,answer,source:'question_dom'})
+    })
+
+    const reviewSelectors=['[class*="review-item"]','[class*="comment-item"]','[class*="rate-item"]','[class*="ReviewItem"]','[class*="CommentItem"]','[data-testid*="review"]']
+    const reviews=[...document.querySelectorAll(reviewSelectors.join(','))].slice(0,500).map((el,index)=>{
+      const content=clean(el.innerText);if(content.length<6||content.length>3000)return null
+      const images=uniq([...el.querySelectorAll('img')].map(img=>img.currentSrc||img.src).filter(src=>/^https?:\/\//.test(src)&&!badImage.test(src)))
+      const date=content.match(/20\d{2}[-/.年]\d{1,2}[-/.月]\d{1,2}日?(?:\s+\d{1,2}:\d{2})?/)?.[0]||''
+      const appendContent=clean(content.match(/(?:追评|追加评价)[：:\s]*(.{2,800})/)?.[1]||'')
+      const sku=clean(el.querySelector('[class*="sku"],[class*="spec"],[class*="attr"]')?.textContent||'')
+      const merchantReply=clean(el.querySelector('[class*="reply"],[class*="seller"]')?.textContent||'')
+      const rating=Number(el.getAttribute('data-score')||el.getAttribute('data-rating')||el.querySelector('[data-score]')?.getAttribute('data-score'))||null
+      return{id:el.getAttribute('data-id')||el.id||`review-${index+1}`,content,appendContent,date,rating,sku,hasImage:images.length>0,images,merchantReply,source:'review_dom'}
+    }).filter(Boolean)
+
+    const collection={
+      publicReviewCount,
+      reviewActual:reviews.length,
+      questionActual:questions.length,
+      reviewCompleteness:reviews.length?'visible_content_collected':'no_visible_review_nodes',
+      reviewStopReason:reviews.length?'visible_dom_exhausted':'reviews_not_open_or_platform_folded',
+      capturedAt:new Date().toISOString(),
+      collectorVersion:chrome.runtime.getManifest().version,
+      platform
+    }
+    const structured={
+      meta:{...collection,url},
+      category:{candidates:categoryCandidates,breadcrumb},
+      product:{itemId,skuId,title,shop,brand:attributes.find(item=>/^品牌$/.test(item.name))?.value||'',url,platform},
+      sales:{currentPrice,originalPrice,sold,ranking},
+      promotions,attributes,sku:variants,questions,reviews,
+      images:{all:allImages,main:mainRows,detail:detailRows.slice(0,120),sku:skuRows.slice(0,120),buyerShow:reviewRows.slice(0,160)},
+      collection,pageText:bodyText
+    }
+    return{structured,...structured,jsonld,meta}
+  }})
+  return result?.[0]?.result
+}
+
+const lastCaptured=new Map()
+function isProductUrl(url=''){return /^https:\/\/(?:item\.jd\.com\/\d+\.html|item\.taobao\.com\/item\.htm|detail\.tmall\.com\/item\.htm)/i.test(url)}
+
+async function reportAuthState(){
+  try{
+    const [taobaoCookies,jdCookies]=await Promise.all([chrome.cookies.getAll({domain:'.taobao.com'}),chrome.cookies.getAll({domain:'.jd.com'})])
+    const response=await fetch(`${API_BASE}/auth-heartbeat`,{method:'POST',headers:{'Content-Type':'application/json'},body:JSON.stringify({version:chrome.runtime.getManifest().version,platforms:{taobao:{loggedIn:taobaoCookies.some(cookie=>/tracknick|cookie2|_tb_token_|sgcookie/i.test(cookie.name))},jd:{loggedIn:jdCookies.some(cookie=>/pin|thor|unick/i.test(cookie.name))}}})})
+    return response.ok
+  }catch(error){console.error('[三笙登录态上报]',error);return false}
+}
+
+async function captureAndSend(tab,{force=false}={}){
+  if(!tab?.id||!isProductUrl(tab.url))return
+  const key=`${tab.id}:${tab.url}`
+  if(!force&&Date.now()-(lastCaptured.get(key)||0)<30_000)return
+  lastCaptured.set(key,Date.now())
+  try{
+    await chrome.action.setBadgeText({tabId:tab.id,text:'采'})
+    await chrome.action.setBadgeBackgroundColor({tabId:tab.id,color:'#2563EB'})
+    const payload=await capture(tab.id)
+    const response=await fetch(`${API_BASE}/capture`,{method:'POST',headers:{'Content-Type':'application/json'},body:JSON.stringify(payload)})
+    if(!response.ok)throw new Error(await response.text())
+    await chrome.action.setBadgeText({tabId:tab.id,text:'OK'})
+    await chrome.action.setBadgeBackgroundColor({tabId:tab.id,color:'#155C4E'})
+    setTimeout(()=>chrome.action.setBadgeText({tabId:tab.id,text:''}),2500)
+  }catch(error){
+    lastCaptured.delete(key)
+    await chrome.action.setBadgeText({tabId:tab.id,text:'!'})
+    await chrome.action.setBadgeBackgroundColor({tabId:tab.id,color:'#A54F43'})
+    console.error('[三笙商品采集]',error)
+  }
+}
+
+chrome.tabs.onUpdated.addListener((tabId,changeInfo,tab)=>{if(changeInfo.status==='complete'&&isProductUrl(tab.url))setTimeout(()=>captureAndSend({...tab,id:tabId}),2500)})
+chrome.tabs.onRemoved.addListener(tabId=>{for(const key of lastCaptured.keys())if(key.startsWith(`${tabId}:`))lastCaptured.delete(key)})
+chrome.action.onClicked.addListener(tab=>captureAndSend(tab,{force:true}))
+
+let queueBusy=false
+let queueBackoffMs=1000
+async function processCaptureQueue(){
+  if(queueBusy)return
+  queueBusy=true
+  let tab
+  try{
+    const response=await fetch(`${API_BASE}/next`)
+    if(response.status===204){queueBackoffMs=Math.min(queueBackoffMs*1.5,15_000);return}
+    if(!response.ok)throw new Error(`任务队列 HTTP ${response.status}`)
+    const task=await response.json()
+    tab=await chrome.tabs.create({url:task.url,active:false})
+    await new Promise((resolve,reject)=>{
+      const timeout=setTimeout(()=>{chrome.tabs.onUpdated.removeListener(listener);reject(new Error('商品页加载超时'))},45_000)
+      const listener=(tabId,changeInfo,updated)=>{if(tabId===tab.id&&changeInfo.status==='complete'){clearTimeout(timeout);chrome.tabs.onUpdated.removeListener(listener);resolve(updated)}}
+      chrome.tabs.onUpdated.addListener(listener)
+    })
+    await new Promise(resolve=>setTimeout(resolve,3500))
+    await captureAndSend(await chrome.tabs.get(tab.id),{force:true})
+    queueBackoffMs=1000
+  }catch(error){console.error('[三笙采集队列]',error);queueBackoffMs=Math.min(queueBackoffMs*2,30_000)}
+  finally{if(tab?.id)await chrome.tabs.remove(tab.id).catch(()=>{});queueBusy=false;setTimeout(processCaptureQueue,queueBackoffMs)}
+}
+
+chrome.runtime.onInstalled.addListener(()=>{chrome.alarms.create('sansong-product-queue',{periodInMinutes:.5});processCaptureQueue()})
+chrome.runtime.onStartup.addListener(()=>{chrome.alarms.create('sansong-product-queue',{periodInMinutes:.5});processCaptureQueue()})
+chrome.alarms.onAlarm.addListener(alarm=>{if(alarm.name==='sansong-product-queue')processCaptureQueue();if(alarm.name==='sansong-auth-heartbeat')reportAuthState()})
+chrome.alarms.create('sansong-product-queue',{periodInMinutes:.5})
+chrome.alarms.create('sansong-auth-heartbeat',{periodInMinutes:1})
+processCaptureQueue()
+reportAuthState()
+chrome.runtime.onMessage.addListener((message,_sender,sendResponse)=>{if(message?.type!=='SANSONG_COLLECTOR_WAKE')return;reportAuthState().then(connected=>sendResponse({connected})).catch(()=>sendResponse({connected:false}));return true})
+chrome.cookies.onChanged.addListener(change=>{if(/(?:^|\.)(?:taobao|tmall|jd)\.com$/i.test(change.cookie.domain))setTimeout(reportAuthState,300)})

codex-plugin-toolkit/sansong-tmall-product-report/scripts/normalize_capture.mjs

@@ -0,0 +1,52 @@
+#!/usr/bin/env node
+import fs from 'node:fs'
+
+const input = process.argv[2]
+if (!input) {
+  console.error('Usage: node scripts/normalize_capture.mjs <capture.json>')
+  process.exit(1)
+}
+
+const payload = JSON.parse(fs.readFileSync(input, 'utf8'))
+const raw = payload.raw || payload.structured || payload
+const images = raw.images || raw.image_groups || {}
+const product = raw.product || {}
+const sales = raw.sales || {}
+
+const out = {
+  schemaVersion: '9.0.0',
+  category: raw.category || {candidates: raw.categoryCandidates || [], breadcrumb: raw.breadcrumb || []},
+  product: {
+    itemId: product.itemId || raw.itemId || '',
+    skuId: product.skuId || raw.skuId || '',
+    title: product.title || raw.title || payload.title || '',
+    shop: product.shop || raw.shopName || '',
+    brand: product.brand || '',
+    category: product.category || raw.categoryName || '',
+    url: product.url || raw.url || payload.url || ''
+  },
+  sales: {
+    currentPrice: sales.currentPrice || raw.price || '',
+    sold: sales.sold || raw.sold || '',
+    ranking: sales.ranking || ''
+  },
+  counts: {
+    attributes: Array.isArray(raw.attributes) ? raw.attributes.length : 0,
+    sku: Array.isArray(raw.sku) ? raw.sku.length : 0,
+    promotions: Array.isArray(raw.promotions) ? raw.promotions.length : 0,
+    reviews: Array.isArray(raw.reviews) ? raw.reviews.length : 0,
+    questions: Array.isArray(raw.questions) ? raw.questions.length : 0,
+    mainImages: Array.isArray(images.main || images.hero) ? (images.main || images.hero).length : 0,
+    detailImages: Array.isArray(images.detail) ? images.detail.length : 0,
+    skuImages: Array.isArray(images.sku) ? images.sku.length : 0,
+    buyerShowImages: Array.isArray(images.buyerShow || images.review) ? (images.buyerShow || images.review).length : 0
+  },
+  attributes: raw.attributes || [],
+  sku: raw.sku || [],
+  promotions: raw.promotions || [],
+  reviews: raw.reviews || [],
+  questions: raw.questions || [],
+  images
+}
+
+console.log(JSON.stringify(out, null, 2))

codex-plugin-toolkit/sansong-tmall-product-report/skills/tmall-product-analysis-report/SKILL.md

@@ -0,0 +1,54 @@
+---
+name: tmall-product-analysis-report
+description: Generate evidence-based, cross-category ecommerce product analysis reports from captured title, hero images, detail images, promotions, SKU, attributes, reviews and questions.
+---
+
+# 三笙电商商品分析报告引擎
+
+本技能把真实电商商品数据转成完整阅读型报告和下一款 AI 视觉方案。用户只负责采集与生成，不要求用户在报告中操作流程。
+
+## 工作顺序
+
+1. 读取类目、标题、参数、SKU、主图、详情图、评论、买家图和问答。
+2. 自动识别类目及分析维度。家纺只是分支，不是默认模板。
+3. 建立证据编号，并把内容分为数据事实、分析判断、设计建议和证据不足。
+4. 输出商品总览、商品画像、标题、主图、详情、SKU、评价、商品价值、新品设计和 AI 生成企划。
+
+## 类目分支
+
+- 服饰：尺码、版型、面料、做工、色差、上身效果。
+- 食品：规格、口味、配料、保质期、复购、包装。
+- 美妆：功效宣称、肤质、成分、使用反馈、敏感风险。
+- 数码：配置、兼容性、性能、售后、使用问题。
+- 家纺：结构规格、材质触感、颜色花型、工艺、洗后表现、场景适配。
+- 其他：从已采标题、参数、SKU 和评论自动形成维度。
+
+## 证据规则
+
+- 主图、详情图、SKU 图和评论图严格分源，并绑定对应 imageEvidenceId。
+- 评论只验证购后体验，问答只表示购买前顾虑。
+- 单商品特征不等于竞争力；没有竞品数据时写“商品价值结构”。
+- “存在”不等于“必须继承”。设计结论分为已验证资产、候选方向和 AI 探索变量。
+- 缺少可靠数据时显示“未采集 / 当前不可分析”，不得用常识补齐。
+
+## 报告结构
+
+1. 商品总览与证据边界。
+2. 动态商品画像。
+3. 标题与营销表达拆解。
+4. 主图逐张深度分析。
+5. 详情页分段分析。
+6. SKU 与参数矩阵。
+7. 评论、问答和买家实拍。
+8. 商品价值结构。
+9. 新品方案与设计资产分级。
+10. AI 视觉生成企划。
+11. 样品和页面落地验证。
+
+## AI 视觉输出
+
+必须包含 Reference DNA、Design Delta、Must Keep、Must Change，以及 Product、Style、Scene、Photography、Material Rendering、Composition、Negative Rules。产品图和电商主图逐张写清生成目的、拍摄方式、构图和证明任务。
+
+## 页面设计
+
+使用白色背景和高对比深色文字，青绿到青蓝渐变只承担品牌、进度和重点强调。商品图保持原比例；大段内容用图文并排、卡片分层和表格呈现，桌面与移动端均需可读。