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Chinese

Price Comparison — Polish Market

波兰市场价格对比

Iterative 5-round product price research on the Polish e-commerce market with warranty verification, shipping costs, and B2B analysis.
IMPORTANT: Load 
references/polish-market.md
at startup — it contains the shop database, price comparators, and search patterns.
针对波兰电商市场的迭代式5轮产品价格调研，包含保修验证、运费核算及B2B分析。
重要提示： 启动时请加载
references/polish-market.md
文件——其中包含商家数据库、价格对比工具及搜索模式。

Architecture

架构

ToolPurposeCost
WebSearch
Search for shops, prices, offersFree
WebFetch
Verify prices on shop pages (primary)Free
scrapling
Fallback for sites that block WebFetchFree
No xAI — price comparison doesn't need X/Twitter.
工具用途成本
WebSearch
搜索商家、价格、优惠信息免费
WebFetch
验证商家页面上的价格（主要方式）免费
scrapling
针对拦截WebFetch的网站的备用方案免费
无需xAI——价格对比不需要X/Twitter。

Requirements

要求

No external dependencies required. Skill runs on built-in Claude Code tools.
Optional dependencies:
  • scrapling
    — fallback for sites that block WebFetch (403, CAPTCHA, empty responses). Install: 
    uv tool install 'scrapling[all]'
  • uv
    — to run 
    uv run --with openpyxl python3 -c "..."
    for XLSX export
无需外部依赖。该Skill可基于内置Claude Code工具运行。
可选依赖：
  • scrapling
    ——针对拦截WebFetch的网站的备用方案（如403错误、验证码、空响应）。安装命令：
    uv tool install 'scrapling[all]'
  • uv
    ——用于执行
    uv run --with openpyxl python3 -c "..."
    命令以导出XLSX文件

Workflow Overview

工作流程概述

StepActionPurpose
1Parse queryPRODUCT, BUYER_TYPE, CATEGORY
2Round 1: DiscoveryCeneo, Allegro, Amazon.pl, general and specialist shops
3Gap analysisMissing shops, unverified prices, missing data
4Round 2: WebFetch shopsConfirm prices, stock levels, shipping
5Round 3: Warranty and shippingVerify warranty type, delivery costs
6Round 4: B2B and distributorsB2B portals, official distributors, statutory warranty
7Round 5: Final verificationRe-check cheapest, stock, coupons
8SynthesisComparison table, recommendation, summary
9ExportTXT, XLSX, HTML on request
10Expert modeAnswers from cache, no new searches
步骤操作目的
1解析查询提取产品类型、买家类型、品类
2第一轮：发现搜索Ceneo、Allegro、Amazon.pl、综合及垂直商家
3差距分析识别缺失商家、未验证价格、缺失数据
4第二轮：WebFetch商家页面确认价格、库存水平、运费
5第三轮：保修与运费验证保修类型、配送成本
6第四轮：B2B与分销商调研B2B平台、官方分销商、法定保修
7第五轮：最终验证重新核查最低价、库存、优惠券
8综合分析生成对比表格、购买建议、总结报告
9导出根据需求导出TXT、XLSX、HTML格式
10专家模式基于缓存数据答疑，不进行新搜索

WebFetch with Scrapling Fallback

WebFetch结合Scrapling备用方案

Every WebFetch call in this skill follows a two-tier pattern:
  1. Try WebFetch first (fast, no file I/O): 
    WebFetch(url, prompt)
  2. If WebFetch fails (403, empty content, CAPTCHA page, or blocked response), retry using the auto-escalation protocol from cli-web-scrape: 
    1. scrapling extract get "URL" /tmp/scrapling-fallback.md
      → Read → validate content
    2. If content is thin (JS-only shell, no data, mostly nav links) → 
      scrapling extract fetch "URL" /tmp/scrapling-fallback.md --network-idle --disable-resources
      → Read → validate
    3. If still blocked → 
      scrapling extract stealthy-fetch "URL" /tmp/scrapling-fallback.md --solve-cloudflare
    4. All tiers fail → skip shop and label "scrapling blocked"
Detection heuristics for blocked/thin responses:
  • HTTP 403 or "access denied" in response
  • Response body is empty or contains only navigation/cookie banners
  • Response contains CAPTCHA challenge (reCAPTCHA, hCaptcha, Cloudflare challenge page)
  • Response is a "please enable JavaScript" page or JS-disabled warning
  • HTTP 200 but no prices, specs, or product names — only nav links and footer (JS-rendered SPA)
If scrapling is not installed, fall back to the original behavior: skip the shop and label "WebFetch blocked".
本Skill中的每一次WebFetch调用均遵循两层模式：
  1. 优先尝试WebFetch（速度快，无文件I/O）： 
    WebFetch(url, prompt)
  2. 若WebFetch失败（403错误、空内容、验证码页面或拦截响应），遵循cli-web-scrape的自动升级协议重试： 
    1. scrapling extract get "URL" /tmp/scrapling-fallback.md
      → 读取 → 验证内容
    2. 若内容单薄（仅JS外壳、无数据、多为导航链接）→ 
      scrapling extract fetch "URL" /tmp/scrapling-fallback.md --network-idle --disable-resources
      → 读取 → 验证
    3. 若仍被拦截 → 
      scrapling extract stealthy-fetch "URL" /tmp/scrapling-fallback.md --solve-cloudflare
    4. 所有层级均失败 → 跳过该商家并标记为"scrapling blocked"
拦截/单薄响应的检测规则：
  • HTTP 403错误或响应中包含"access denied"
  • 响应体为空或仅包含导航/ cookie横幅
  • 响应包含验证码挑战（reCAPTCHA、hCaptcha、Cloudflare挑战页面）
  • 响应为"请启用JavaScript"页面或JS禁用警告
  • HTTP 200响应但无价格、规格或产品名称——仅包含导航链接和页脚（JS渲染的SPA）
若未安装scrapling，则回退至原始行为：跳过该商家并标记为"WebFetch blocked"

Step 1: Parse Query

步骤1：解析查询

Extract from user query:
从用户查询中提取以下信息：

1a. PRODUCT

1a. 产品

Product name to search. Include model, variant, part number.
待搜索的产品名称，需包含型号、变体、部件编号。

1b. BUYER_TYPE

1b. 买家类型

TypeDetectionConsequences
B2C"for home", "personal", no indicationStatutory warranty 24 mo. + voluntary warranty
B2B"for company", "VAT invoice", "business", "B2B"Statutory warranty may be excluded, manufacturer warranty is critical
Default: B2B (safer assumption — triggers more analysis)
类型检测关键词影响
B2C"家用"、"个人"、无明确标识法定保修24个月 + 自愿保修
B2B"企业用"、"增值税发票"、"商务"、"B2B"可能不包含法定保修，厂商保修至关重要
默认值： B2B（更安全的假设——触发更多分析）

1c. CATEGORY

1c. 品类

Auto-detect based on product name. Load the appropriate specialist shop list from 
references/polish-market.md
:
CategoryDetection PatternsExamples
VoIP/TelephonyYealink, Grandstream, Fanvil, SIP, DECT, VoIPYealink W76P
IT/NetworkingMikroTik, Ubiquiti, switch, router, AP, firewallMikroTik hAP ax3
Electronicsmonitor, laptop, computer, printer, tabletDell U2723QE
Officechair, desk, shredder, projectorErgohuman Elite
General(no match)Nespresso Vertuo
基于产品名称自动识别。从
references/polish-market.md
中加载对应垂直商家列表：
品类检测模式示例
VoIP/电话系统Yealink、Grandstream、Fanvil、SIP、DECT、VoIPYealink W76P
IT/网络设备MikroTik、Ubiquiti、交换机、路由器、AP、防火墙MikroTik hAP ax3
电子产品显示器、笔记本电脑、计算机、打印机、平板Dell U2723QE
办公设备椅子、办公桌、碎纸机、投影仪Ergohuman Elite
综合类无匹配项Nespresso Vertuo

Step 2: Round 1 — Discovery

步骤2：第一轮 — 发现

Query Generation

查询生成

Generate 6-8 parallel queries:
  1. Ceneo: 
    site:ceneo.pl "{PRODUCT}"
  2. Allegro: 
    site:allegro.pl "{PRODUCT}"
  3. Amazon.pl: 
    site:amazon.pl "{PRODUCT}"
  4. General prices: 
    "{PRODUCT}" cena kupić
  5. Specialist shops: 
    "{PRODUCT}" sklep
    (from category list)
  6. Price comparator: 
    "{PRODUCT}" porównanie cen
  7. Reviews: 
    "{PRODUCT}" opinie recenzje
  8. B2B: 
    "{PRODUCT}" dystrybutor hurtownia
    (if BUYER_TYPE = B2B)
生成6-8个并行查询：
  1. Ceneo： 
    site:ceneo.pl "{PRODUCT}"
  2. Allegro： 
    site:allegro.pl "{PRODUCT}"
  3. Amazon.pl： 
    site:amazon.pl "{PRODUCT}"
  4. 综合价格： 
    "{PRODUCT}" cena kupić
  5. 垂直商家： 
    "{PRODUCT}" sklep
    （来自品类列表）
  6. 价格对比： 
    "{PRODUCT}" porównanie cen
  7. 评价： 
    "{PRODUCT}" opinie recenzje
  8. B2B： 
    "{PRODUCT}" dystrybutor hurtownia
    （若买家类型为B2B）

Parallel Execution

并行执行

Run all WebSearch queries simultaneously (parallel tool calls).
同时运行所有WebSearch查询（并行工具调用）。

Internal Notes After Round 1

第一轮后的内部记录

Record (internally, NOT in output):
SHOPS_FOUND: [list of shops with prices]
SHOPS_MISSING: [from references/polish-market.md, not found]
PRICES_TO_VERIFY: [prices from snippets — need WebFetch]
WARRANTY_TO_CHECK: [shops without warranty type info]
LEADS: [URLs worth checking via WebFetch in Round 2]
记录（仅内部使用，不对外输出）：
SHOPS_FOUND: [包含价格的商家列表]
SHOPS_MISSING: [来自polish-market.md的缺失商家]
PRICES_TO_VERIFY: [来自搜索片段的价格——需WebFetch验证]
WARRANTY_TO_CHECK: [无保修类型信息的商家]
LEADS: [第二轮中需通过WebFetch核查的URL]

Step 3: Gap Analysis

步骤3：差距分析

After Round 1, perform gap analysis:
GapCheckAction
No comparator dataDo we have Ceneo data?If not → WebFetch ceneo.pl
No specialist shopsHow many shops from category in polish-market.md?Search for missing ones
Prices from snippets onlyAny price confirmed via WebFetch?Plan WebFetch for top 10
No warranty dataHow many shops have warranty type info?Plan verification
No shipping dataHow many shops have delivery costs?Plan WebFetch of shipping pages
No marketplace dataWere Allegro / Amazon checked?Additional queries
第一轮结束后，执行差距分析：
差距核查内容操作
无对比工具数据是否有Ceneo数据？若无 → WebFetch ceneo.pl
无垂直商家数据polish-market.md中对应品类的商家已覆盖多少？搜索缺失的商家
仅搜索片段提供价格是否有通过WebFetch确认的价格？计划对前10个结果进行WebFetch
无保修数据多少商家提供了保修类型信息？计划验证
无运费数据多少商家提供了配送成本？计划WebFetch配送页面
无平台数据是否核查了Allegro/Amazon？补充查询

Plan Round 2

规划第二轮

Select top 8-12 URLs for WebFetch verification. Priority:
  1. Cheapest offers (price verification)
  2. Ceneo (lists many shops at once)
  3. Specialist shops without price
  4. Pages with warranty information
选择前8-12个URL进行WebFetch验证，优先级：
  1. 最低价优惠（价格验证）
  2. Ceneo（可一次性获取多家商家信息）
  3. 无价格信息的垂直商家
  4. 包含保修信息的页面

Step 4: Round 2 — WebFetch Shops

步骤4：第二轮 — WebFetch商家页面

Rules

规则

  1. Never repeat queries from Round 1
  2. WebFetch specific product pages — not homepages
  3. In parallel — run 4-6 WebFetch simultaneously
  4. Maximum 8-12 WebFetch in this round
  1. 绝不重复第一轮的查询
  2. WebFetch具体产品页面——而非首页
  3. 并行执行——同时运行4-6个WebFetch
  4. 本轮最多执行8-12次WebFetch

Execution

执行

For each URL from the list, apply the WebFetch with Scrapling Fallback pattern:
WebFetch(url, "Podaj: 1) dokładną cenę brutto, 2) dostępność/stan magazynowy,
  3) koszty wysyłki, 4) informacje o gwarancji (producenta czy sprzedawcy)")
If WebFetch returns 403, empty content, CAPTCHA, or a blocked response, follow the auto-escalation protocol (HTTP → validate content → Dynamic → Stealthy). Extract the same data points from the scrapling output.
If Ceneo is available, WebFetch the Ceneo page first — it provides a list of many shops at once.
对列表中的每个URL，应用WebFetch结合Scrapling备用方案模式：
WebFetch(url, "请提供：1) 精确含税价格，2) 库存状态，3) 运费，4) 保修信息（厂商保修还是卖家保修）")
若WebFetch返回403错误、空内容、验证码或拦截响应，则遵循自动升级协议（HTTP → 内容验证 → 动态 → 隐身模式）。从scrapling输出中提取相同数据点。
若可访问Ceneo，优先WebFetch Ceneo页面——可一次性获取多家商家信息。

Confidence Update

可信度更新

SourcePrice Confidence
WebSearch snippetLOW — price may be outdated
Ceneo listingMEDIUM — aggregator, but delays
WebFetch of shop pageHIGH — directly confirmed
Scrapling fallback of shop pageHIGH — directly confirmed (same as WebFetch)
来源价格可信度
WebSearch片段低——价格可能已过期
Ceneo列表中——聚合平台，但存在延迟
WebFetch商家页面高——直接确认
Scrapling备用方案获取的商家页面高——直接确认（与WebFetch相同）

Step 5: Round 3 — Warranty and Shipping

步骤5：第三轮 — 保修与运费

Goal

目标

For each shop, establish:
  1. Warranty type: manufacturer / distributor / seller / unknown
  2. Shipping costs: courier, Paczkomat, free shipping (threshold)
  3. Delivery time: 24h, 48h, on order
为每个商家确认：
  1. 保修类型：厂商/分销商/卖家/未知
  2. 运费：快递柜、Paczkomat、免运费门槛
  3. 配送时间：24小时、48小时、预订

Where to Look for Warranty

保修信息查找位置

  1. Product page — "Gwarancja" (Warranty) or "Informacje dodatkowe" (Additional info) section
  2. Shop terms of service — search for "gwarancja", "gwarant", "rękojmia"
  3. Warranty card — PDF or description in specs
  4. WebSearch: 
    site:{shop} gwarancja
    or 
    site:{shop} regulamin
  1. 产品页面——"Gwarancja"（保修）或"Informacje dodatkowe"（附加信息）板块
  2. 商家服务条款——搜索"gwarancja"、"gwarant"、"rękojmia"
  3. 保修卡——规格中的PDF或描述
  4. WebSearch： 
    site:{shop} gwarancja
    或 
    site:{shop} regulamin

Warranty Classification

保修分类

IndicatorType
"gwarancja producenta", "producent: [brand]"MANUFACTURER
"gwarancja dystrybutora", distributor name as guarantorDISTRIBUTOR
"gwarantem jest [shop name]", "gwarancja [shop]"SELLER
No informationUNKNOWN
Load 
references/warranty-guide.md
if deeper B2B or statutory warranty analysis is needed.
标识类型
"gwarancja producenta"、"producent: [品牌]"厂商保修
"gwarancja dystrybutora"、分销商名称作为担保人分销商保修
"gwarantem jest [商家名称]"、"gwarancja [商家]"卖家保修
无信息未知
若需更深入的B2B或法定保修分析，请加载
references/warranty-guide.md
。

Shipping Costs

运费核算

WebFetch the "Dostawa" (Delivery) or "Wysyłka" (Shipping) page for top 10 shops, using the WebFetch with Scrapling Fallback pattern:
WebFetch(shipping_url, "Podaj wszystkie opcje dostawy z cenami:
  kurier, Paczkomat, Poczta Polska, odbiór osobisty, darmowa wysyłka (od jakiej kwoty)")
On blocked response, follow the auto-escalation protocol (HTTP → validate content → Dynamic → Stealthy) and extract delivery options from the scrapling output.
对前10个商家的"Dostawa"（配送）或"Wysyłka"（发货）页面执行WebFetch，应用WebFetch结合Scrapling备用方案模式：
WebFetch(shipping_url, "请提供所有配送选项及对应价格：快递、Paczkomat、波兰邮政、自提、免运费门槛（满额）")
若响应被拦截，遵循自动升级协议（HTTP → 内容验证 → 动态 → 隐身模式）并从scrapling输出中提取配送选项。

Step 6: Round 4 — B2B and Distributors

步骤6：第四轮 — B2B与分销商

Goal

目标

  1. Identify official distributors of the brand in Poland
  2. B2B portals — wholesale prices, business terms
  3. B2B statutory warranty — do shops exclude statutory warranty for businesses
  1. 识别波兰地区品牌官方分销商
  2. B2B平台——批发价格、商务条款
  3. B2B法定保修——商家是否排除企业用户的法定保修

Queries

查询

WebSearch: "{BRAND} dystrybutor Polska"
WebSearch: "{BRAND} importer Polska"
WebSearch: "{BRAND} autoryzowany sprzedawca"
WebSearch: "{PRODUCT}" site:ab.pl OR site:action.pl OR site:also.pl
WebSearch: "{BRAND} dystrybutor Polska"
WebSearch: "{BRAND} importer Polska"
WebSearch: "{BRAND} autoryzowany sprzedawca"
WebSearch: "{PRODUCT}" site:ab.pl OR site:action.pl OR site:also.pl

B2B Statutory Warranty Verification

B2B法定保修验证

For top 5 cheapest shops, apply the WebFetch with Scrapling Fallback pattern:
WebFetch(terms_url, "Czy regulamin wyłącza rękojmię dla przedsiębiorców?
  Szukaj: Art. 558 KC, wyłączenie rękojmi, przedsiębiorca, firma")
On blocked response, follow the auto-escalation protocol (HTTP → validate content → Dynamic → Stealthy) and search the scrapling output for statutory warranty exclusion clauses.
对前5个最低价商家，应用WebFetch结合Scrapling备用方案模式：
WebFetch(terms_url, "服务条款是否排除企业用户的法定保修？请查找：《波兰民法典》第558条、法定保修排除、企业、公司")
若响应被拦截，遵循自动升级协议（HTTP → 内容验证 → 动态 → 隐身模式）并从scrapling输出中搜索法定保修排除条款。

Distribution Chain

分销链路

Establish the chain: Manufacturer → PL Importer → Distributor → Reseller → Customer
For each distributor record:
  • Company name
  • Role (importer / distributor / authorized reseller)
  • Website
  • Service contact details (if available)
梳理链路：厂商 → 波兰进口商 → 分销商 → 经销商 → 客户
为每个分销商记录：
  • 公司名称
  • 角色（进口商/分销商/授权经销商）
  • 官网
  • 服务联系方式（若有）

Step 7: Round 5 — Final Verification

步骤7：第五轮 — 最终验证

Goal

目标

Final verification before synthesis. Verification only, no discovering new shops.
综合分析前的最终验证。仅验证，不发现新商家。

Checklist

核查清单

  1. Re-check top 3 cheapest — WebFetch again, price may have changed
  2. Stock — is the product in stock (not "on order")
  3. Coupons/promotions — 
    "{PRODUCT}" kupon zniżka promocja
  4. Alternative offers on Allegro — check 2-3 offers from different sellers
  5. Compare Allegro vs direct shop — price, warranty, safety
  1. 重新核查前3个最低价——再次WebFetch，价格可能已变动
  2. 库存——产品是否有现货（非"预订"）
  3. 优惠券/促销——
    "{PRODUCT}" kupon zniżka promocja
  4. Allegro上的替代优惠——核查2-3个不同卖家的优惠
  5. Allegro与直接商家对比——价格、保修、安全性

Budget

预算

Maximum 6-8 WebFetch in this round.
本轮最多执行6-8次WebFetch。

Step 8: Synthesis

步骤8：综合分析

Main Table

主表格

Sort by total price (price + cheapest shipping):
undefined
按总价（价格+最低运费）排序：
undefined

| Shop | Gross Price | Shipping (cheapest) | Price+Shipping | Mfr. Warranty | Availability

| 商家 | 含税价格 | 最低运费 | 总价 | 厂商保修 | 库存状态

--+--------------------+-------------+---------------------+----------------+-------------------+------------------ 1 | shop.pl | 489.00 PLN | InPost courier 12 | 501.00 PLN | YES — service.pl | Yes (1987 pcs) 2 | morele.net | 496.30 PLN | FREE from 399 PLN | 496.30 PLN | YES — "Manufacturer" | Yes (11 pcs)
undefined
--+--------------------+-------------+---------------------+----------------+-------------------+------------------ 1 | shop.pl | 489.00 PLN | InPost快递 12PLN | 501.00 PLN | 是 — service.pl | 有现货（1987件） 2 | morele.net | 496.30 PLN | 满399PLN免运费 | 496.30 PLN | 是 — "厂商保修" | 有现货（11件）
undefined

Warranty Legend

保修说明

YES  = confirmed manufacturer warranty (verification source)
NO   = seller's own warranty (not manufacturer)
?    = not verified at source
n/a  = no data
是  = 已确认厂商保修（验证来源）
否   = 卖家自行提供的保修（非厂商保修）
?    = 未从源头验证
n/a  = 无数据

Report Sections

报告板块

  1. TOP 3 — with confirmed manufacturer warranty
    • Table: Shop, Price incl. shipping, Warranty, Notes
  2. Full comparison table
    • All found shops, sorted by price+shipping
  3. Allegro — offers
    • Seller, Price, Manufacturer warranty, Link
  4. Warranty — key findings
    • Manufacturer policy (global)
    • PL Distributor (extended warranty?)
    • Service center in Poland
    • Manufacturer vs seller warranty (shop list)
    • B2B: statutory warranty and its exclusion
  5. Official distributors in Poland
    • Table: Company, Role, Website
  6. Product specifications
    • Key technical parameters
  7. Purchase recommendation
    • For B2C: top 3 with price, warranty, reasoning
    • For B2B: top 3 considering statutory warranty and manufacturer warranty
    • What to avoid and why
  1. TOP 3 — 带确认厂商保修
    • 表格：商家、含运费价格、保修、备注
  2. 完整对比表格
    • 所有已发现商家，按总价排序
  3. Allegro — 优惠信息
    • 卖家、价格、厂商保修、链接
  4. 保修 — 关键发现
    • 厂商政策（全球）
    • 波兰分销商（是否提供延保？）
    • 波兰地区服务中心
    • 厂商保修vs卖家保修（商家列表）
    • B2B：法定保修及排除条款
  5. 波兰官方分销商
    • 表格：公司、角色、官网
  6. 产品规格
    • 关键技术参数
  7. 购买建议
    • B2C：前3个选项的价格、保修、推荐理由
    • B2B：综合法定保修和厂商保修的前3个选项
    • 避坑指南及原因

Confidence Indicators

可信度标识

Label each piece of information:
ConfidenceWhen
[HIGH]Confirmed via WebFetch or scrapling from shop page
[MEDIUM]From Ceneo/comparator or single source
[LOW]From WebSearch snippets only
为每条信息添加标识：
可信度适用场景
[高]通过WebFetch或scrapling从商家页面确认
[中]来自Ceneo/对比工具或单一来源
[低]仅来自WebSearch片段

Step 9: Export

步骤9：导出

Generate files on user request:
根据用户需求生成文件：

TXT

TXT

Fixed-width column file, same format as synthesis tables.
固定宽度列文件，格式与综合分析表格一致。

XLSX

XLSX

Load 
references/export-formats.md
and generate an Excel spreadsheet with:
  • Conditional coloring (green=manufacturer warranty, red=seller)
  • Filters and frozen headers
  • Multiple sheets (comparison, warranty, distributors, specifications)
加载
references/export-formats.md
并生成Excel表格，包含：
  • 条件格式（绿色=厂商保修，红色=卖家保修）
  • 筛选器与冻结表头
  • 多工作表（对比、保修、分销商、规格）

HTML

HTML

Load 
references/export-formats.md
and generate standalone HTML with:
  • Dark theme, embedded CSS
  • Tabs for report sections
  • Colored badges for warranty types
  • Responsive layout
加载
references/export-formats.md
并生成独立HTML页面，包含：
  • 深色主题、内嵌CSS
  • 报告板块标签页
  • 保修类型彩色标识
  • 响应式布局

Step 10: Expert Mode

步骤10：专家模式

After delivering the report, switch to Expert Mode:
  • Answer questions from collected data
  • No new searches unless user requests
  • Compare offers, advise
New search triggers (exit Expert Mode):
  • "Search again..."
  • "Find more about..."
  • "Update the data..."
  • "Check also..."
交付报告后，切换至专家模式：
  • 基于收集的数据答疑
  • 除非用户要求，否则不进行新搜索
  • 对比优惠、提供建议
新搜索触发词（退出专家模式）：
  • "重新搜索..."
  • "查找更多关于..."
  • "更新数据..."
  • "也核查一下..."

Parameters

参数

Always deep mode — 5 rounds, 25-40 shops, 20-30 WebFetch.
ParameterValue
Rounds5
Shops25-40
WebFetch20-30
始终启用深度模式——5轮调研，覆盖25-40家商家，执行20-30次WebFetch。
参数数值
轮次5
商家数量25-40
WebFetch次数20-30

Constraints (DO/DON'T)

约束（需遵守/禁止）

DO:
  • Always start from Ceneo.pl — best price comparator in PL
  • WebFetch to verify prices — search snippets are unreliable
  • Distinguish manufacturer warranty from seller warranty — this is critical
  • Include shipping costs in ranking — price without shipping is incomplete
  • Search for official brand distributors in Poland
  • For B2B: check statutory warranty exclusion in terms of service
  • Run WebSearch in parallel (parallel tool calls)
  • Cite the source of each piece of information (shop URL)
  • Load 
    references/polish-market.md
    at startup
DON'T:
  • Don't trust snippet prices without WebFetch verification
  • Don't skip shipping costs in comparison
  • Don't assume "24 months warranty" = manufacturer warranty
  • Don't repeat queries from previous rounds
  • Don't discover new shops in Round 5 — verification only
  • Don't quote more than 125 characters from a single source
  • Don't run queries sequentially when they can be parallel
需遵守：
  • 始终从Ceneo.pl开始——波兰最佳价格对比工具
  • 通过WebFetch验证价格——搜索片段不可靠
  • 区分厂商保修与卖家保修——这一点至关重要
  • 排名中包含运费——不含运费的价格不完整
  • 搜索波兰地区品牌官方分销商
  • B2B场景：核查服务条款中的法定保修排除条款
  • 并行执行WebSearch（并行工具调用）
  • 标注每条信息的来源（商家URL）
  • 启动时加载
    references/polish-market.md
禁止：
  • 未通过WebFetch验证的情况下信任片段价格
  • 对比时忽略运费
  • 假设"24个月保修"=厂商保修
  • 重复前一轮的查询
  • 第五轮中发现新商家——仅验证
  • 单来源引用超过125字符
  • 可并行执行的查询采用串行执行

Error Handling

错误处理

ErrorResolution
WebFetch 403/CAPTCHA/emptyFollow auto-escalation protocol from cli-web-scrape: HTTP tier → validate content → Dynamic tier → Stealthy tier. If scrapling unavailable or all tiers fail, skip shop and label "blocked"
Ceneo returns no resultsSearch directly in shops from polish-market.md
Allegro blocks scrapingUse WebSearch 
site:allegro.pl
, not WebFetch
No price on pageLabel "n/a", skip in ranking
Conflicting prices (snippet vs WebFetch)Always trust WebFetch (or scrapling if WebFetch was blocked)
错误解决方案
WebFetch 403/验证码/空响应遵循cli-web-scrape的自动升级协议：HTTP层 → 内容验证 → 动态层 → 隐身层。若未安装scrapling或所有层级均失败，跳过该商家并标记为"blocked"
Ceneo无结果直接搜索polish-market.md中的商家
Allegro拦截爬取使用WebSearch 
site:allegro.pl
，而非WebFetch
页面无价格标记为"n/a"，不纳入排名
价格冲突（片段vs WebFetch）始终信任WebFetch（若WebFetch被拦截则信任scrapling）

References

参考资料

  • references/polish-market.md
    — Shop and comparator database (loaded ALWAYS)
  • references/warranty-guide.md
    — Statutory vs voluntary warranty, Polish law, B2B checklist
  • references/export-formats.md
    — TXT/XLSX/HTML templates with generation instructions
  • references/polish-market.md
    — 商家与对比工具数据库（必须加载）
  • references/warranty-guide.md
    — 法定保修vs自愿保修、波兰法律、B2B核查清单
  • references/export-formats.md
    — TXT/XLSX/HTML模板及生成说明