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    Chinese Web Research & Scraping Specialist

    by Shandra

    Improves Chinese web research with Mandarin search queries, Baidu-style research plans, Chinese source maps, compliant extraction strategies, translation-aware summaries, credibility scoring, and structured evidence reports.

    Updated Jun 2026
    Security scanned
    Compatible with ChatGPT Custom GPTs

    $50

    · or 250 credits

    30-day refund guarantee

    Secure checkout via Stripe

    Included in download

    • Identify official Chinese company names and legal entity credentials.
    • Generate multi-variant Mandarin search queries for better search recall.
    • file_read, browser, file_write automation included
    • Ready for Compatible with ChatGPT Custom GPTs
    • Instant install

    See it in action

    You say

    Research objective: Find public Chinese-language sources about electric vehicle battery recycling companies in Mainland China.

    Target entity/topic: EV battery recycling companies

    Industry or category: New energy vehicles, power batteries, battery recycling

    Geography: Mainland China

    Language variant: Simplified Chinese

    Time sensitivity: Past year preferred, but include important older official sources if relevant.

    Desired output: Chinese deep research plan and compliant extraction plan

    Known names or URLs: None

    Source types to prioritize: Official, government, company, industry reports, news, regulatory, and product/company directories

    Need translation: Yes

    Need citations: Yes

    Need extraction fields: company name, Chinese legal name, location, business scope, source URL, source type, evidence snippet, translated summary, confidence level

    Compliance constraints: Public sources only, no login, no paywall, no personal data, no bypassing restrictions

    Special concerns: Separate official policy evidence from promotional company claims and community speculation.

    Your agent does

    === CHINESE DEEP RESEARCH PLAN ===

    Research question: Which public Chinese-language sources can identify or describe electric vehicle battery recycling companies in Mainland China, and how reliable is each source?

    Scope: Mainland China, public Chinese-language sources, with priority on official government sources, company pages, industry reports, regulatory documents, and credible business media.

    Core English terms: EV battery recycling electric vehicle battery recycling power battery recycling lithium battery recycling battery cascade utilization battery dismantling

    Simplified Chinese terms: 电动汽车电池回收 新能源汽车电池回收 动力电池回收 废旧动力电池回收 锂电池回收 电池拆解 梯次利用 动力电池回收企业 新能源汽车动力电池回收服务网点 动力电池白名单

    Baidu-style broad queries: 动力电池回收 企业 废旧动力电池回收 公司 新能源汽车电池回收 企业名单 动力电池回收 行业报告 动力电池回收 产业链 动力电池回收 市场规模 动力电池 梯次利用 企业 锂电池回收 公司 排名

    Official-source queries: site:gov.cn 动力电池回收 通知 site:gov.cn 新能源汽车 动力电池 回收 政策 site:miit.gov.cn 动力电池 回收 通知 site:miit.gov.cn 新能源汽车 动力电池 回收 服务网点 site:gov.cn 动力电池 梯次利用 管理办法 site:gov.cn 废旧动力电池 回收 利用

    Company discovery queries: 动力电池回收 企业 官网 动力电池回收 公司 产品 废旧动力电池回收 企业 官网 锂电池回收 企业 官网 梯次利用 电池 公司

    Industry report queries: 动力电池回收 行业报告 动力电池回收 市场规模 动力电池回收 产业链 动力电池回收 竞争格局 废旧动力电池回收 白皮书

    News and media queries: 动力电池回收 最新 报道 动力电池回收 企业 融资 动力电池回收 公司 专访 新能源汽车电池回收 新闻

    Regulatory queries: 动力电池回收 监管 动力电池回收 资质 动力电池回收 标准 动力电池回收 行政处罚 废旧动力电池回收 合规

    Search order:

    1. Search official government and regulator sources.
    2. Identify official terms and policy documents.
    3. Search industry reports using confirmed Chinese terminology.
    4. Discover company names from official lists, reports, and media.
    5. Verify company claims on official company websites and filings.
    6. Use news media for context and recent developments.
    7. Treat community or forum content as signal only.

    Evidence strategy: For each source, record publisher, date, source type, URL, original Chinese title, key Chinese terms, evidence snippet, English summary, claim type, relevance score, credibility score, and confidence level.

    Credibility scoring: High confidence: Official government source, regulator page, public filing, or multiple independent credible sources.

    Medium confidence: Credible media or industry source with clear date and publisher but limited corroboration.

    Low confidence: Unclear publisher, repost, outdated article, or promotional content.

    Signal only: Community comments, forum discussions, anonymous claims, or unverified social posts.

    Deliverable: A structured Chinese web research report with source map, query set, evidence table, translation notes, company list, uncertainty notes, and recommended follow-up searches.

    === COMPLIANT CHINESE WEB EXTRACTION PLAN ===

    Objective: Collect public evidence about Mainland Chinese EV battery recycling companies and related policy context.

    Target source types: Official government pages, regulator notices, company official websites, industry reports, business media articles, public filings, and public product/company directories.

    Access boundaries: Use only public pages and permitted access methods. Do not bypass login walls, paywalls, CAPTCHA, anti-bot protections, robots.txt, or platform terms. Do not collect personal data.

    Data fields: company_name_english company_name_chinese legal_name_chinese location industry business_scope source_title source_url publisher publication_date access_date source_type evidence_snippet summary_english key_chinese_terms claim_type credibility_score confidence notes

    Collection strategy: Start with official policy and regulator pages to identify terminology and approved entities. Use industry reports and media to expand the candidate company list. Verify each company through official company pages or public filings where possible.

    Quality checks:

    • Deduplicate companies by Chinese legal name.
    • Check whether each source has a clear date.
    • Separate official evidence from promotional claims.
    • Preserve original Chinese terms.
    • Cross-check important company claims across at least two source types when possible.

    Translation plan: Translate summaries into English while preserving key Chinese terms in parentheses. Do not over-translate official policy names or company legal names.

    Citation plan: Record source URL, publisher, title, date, access date, and evidence snippet for each claim.

    Limitations: Some Chinese platforms may restrict access, require login, or block automation. Use official public sources, manual review, public downloads, or APIs where permitted. Treat community sentiment and e-commerce listings as signals rather than definitive evidence.

    About This Skill

    Chinese Web Research & Scraping Specialist helps AI agents perform deeper Chinese-language public web research across Chinese web sources, search engines, official portals, company pages, news outlets, industry sites, academic sources, e-commerce platforms, and public community signals. The skill improves Mandarin keyword discovery, Baidu-style search planning, Simplified Chinese query expansion, Traditional Chinese query expansion, Chinese entity disambiguation, official source discovery, Chinese company research, policy research, market intelligence, product research, public sentiment analysis, e-commerce research, technical source discovery, and translation-aware evidence synthesis. It guides agents through structured Chinese search workflows, source triage, credibility scoring, compliant public extraction planning, citation tracking, Chinese terminology preservation, uncertainty handling, and professional research report generation. The skill is especially useful when English-first search misses important Chinese sources, when a research workflow needs better access to Chinese-language evidence, or when an agent needs to build stronger query strategies for Baidu-style search, Chinese government websites, Chinese company pages, Chinese news, Chinese industry reports, Chinese product listings, and public Chinese community platforms. It does not bypass website protections, login walls, paywalls, CAPTCHA, robots.txt, platform terms, or private data restrictions. It is designed for public, legal, ethical, and terms-respecting research workflows.

    Use Cases

    • Identify official Chinese company names and legal entity credentials.
    • Generate multi-variant Mandarin search queries for better search recall.
    • Evaluate source credibility to filter out syndicated or promotional content.
    • Develop compliant extraction plans for public Chinese market data.

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    Security Scanned

    Passed automated security review

    Permissions

    Read Files
    Browser
    Write Files

    File Scopes

    *.md *.txt *.csv *.xlsx *.json *.yaml *.yml README.md research/** chinese-research/** web-research/** deep-research/** queries/** sources/** citations/** extraction/** scraping-plans/** market-research/** competitor-research/** company-research/** policy-research/** product-research/** translations/** evidence/** reports/** docs/**

    This skill uses file access to read user-provided research briefs, query lists, source lists, URLs, citation notes, company research notes, product research notes, policy research notes, market research notes, competitor research notes, translation notes, extraction requirements, evidence tables, and previous research reports. It uses write access to create structured Markdown/text/CSV-style outputs such as Chinese web query plans, Baidu-style research plans, Chinese query expansion sheets, source maps, source credibility reviews, compliant extraction plans, evidence tables, bilingual research memos, translation notes, market intelligence reports, company research briefs, policy research summaries, product research reports, and SKILL.md files. Browser access is recommended because the skill is designed for public web research. Network access may be useful only in approved environments where the host agent is allowed to access public websites or official APIs. The default safe setup does not require terminal access, environment-variable access, private credentials, CMS publishing access, marketplace publishing access, production website write access, payment access, database write access, CAPTCHA solving, paywall bypassing, login automation, or private account access. The skill is intended for public, legal, ethical, terms-respecting Chinese web research. It should not be used to bypass access controls, scrape private data, overload websites, evade platform restrictions, or collect sensitive personal information without a lawful basis.

    Compatible with ChatGPT Custom GPTs, ChatGPT Agents, Claude-style workflows, Cursor, Claude Code, Codex CLI, OpenCode, Replit, browser-enabled research agents, web search workflows, public-source intelligence workflows, market research workflows, competitive intelligence workflows, product research workflows, policy research workflows, academic research support, translation workflows, and systems that support structured Markdown instruction files such as SKILL.md. Actual access to Baidu, Chinese websites, Chinese APIs, public pages, e-commerce platforms, community platforms, or government portals depends on the host agent’s browsing tools, network permissions, geographic access, platform restrictions, website terms, and available search integrations.

    Creator

    Shandra is a top-ranked AI prompt creator and premium agent skill builder with an established track record in the AI marketplace. She is recognized as a #1 Top Seller on PromptBase, where she has built a trusted catalog of specialized AI prompts and agent skills for creators, entrepreneurs, educators, marketers, digital product sellers, and business professionals. With over 3,500 AI products published, more than 3,400 sales, and 1,000+ five-star reviews, Shandra has become known for creating practical, polished, and commercially useful AI resources that help users save time, organize complex ideas, generate high-quality content, build digital products, and transform creative concepts into actionable workflows. Her Agensi store focuses on premium, ready-to-use agent skills designed for real-world productivity. Each skill is developed with clear instructions, structured workflows, professional formatting, practical use cases, setup guidance, examples, edge-case handling, and a strong emphasis on usability. Her work combines creative strategy, prompt engineering, documentation design, business thinking, and practical automation into reliable tools that users can apply immediately. Shandra’s mission is to create AI skills that feel professional, useful, and complete from the first use — not generic templates, but carefully built workflow systems that help users think better, work faster, and produce stronger results.

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