feat(config): add differentiated information sources (arXiv/indie dev/industry reports)
Adds 5 new sources: machine-intelligence RSS, arXiv paper search, indie developer search, industry data report search, AI product changelog search. Differentiates from generic AI media. Ultraworked with Sisyphus Co-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>
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yuzhiran
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# 信息源配置（可持续性相关）
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# 信息源配置（AI与科技人文领域）
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# 注意：仅保留国内可稳定访问的源，移除被墙/下线的源
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# 注意：仅保留国内可稳定访问的源，移除被墙/下线的源
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sustainability_sources:
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sustainability_sources:
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@@ -9,16 +9,14 @@ sustainability_sources:
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url: "https://36kr.com/feed"
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url: "https://36kr.com/feed"
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update_frequency: "daily"
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update_frequency: "daily"
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credibility: "high"
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credibility: "high"
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focus: "科技商业、绿色经济"
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focus: "科技商业、AI行业"
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keywords:
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keywords:
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- "AI"
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- "AI"
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- "新能源"
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- "人工智能"
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- "可持续"
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- "大模型"
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- "环保"
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- "科技"
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- "绿色"
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- "数字化"
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- "低碳"
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- "创业"
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- "ESG"
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- "循环"
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- name: "少数派"
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- name: "少数派"
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type: "rss"
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type: "rss"
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url: "https://sspai.com/feed"
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url: "https://sspai.com/feed"
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@@ -31,99 +29,87 @@ sustainability_sources:
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- "工具"
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- "工具"
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- "数字"
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- "数字"
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- "智能"
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- "智能"
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- "工作流"
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- name: "机器之心"
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type: "rss"
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url: "https://jiqizhixin.com/rss"
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update_frequency: "daily"
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credibility: "high"
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focus: "AI学术前沿、论文解读"
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keywords:
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- "AI"
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- "论文"
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- "大模型"
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- "算法"
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- "研究"
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- "学术"
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# 搜索引擎采集（通过Bing中文搜索抓取热点）
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# 搜索引擎采集（通过Bing中文搜索抓取热点）
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# 基于《2025中国可持续消费报告》《绿色低碳消费大数据报告》等权威调研得出的七大热点方向
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web_search:
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web_search:
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- name: "循环消费搜索"
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- name: "AI前沿资讯搜索"
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type: "web_search"
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type: "web_search"
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query: "以旧换新 二手交易 闲置 循环 2026"
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query: "AI 人工智能 大模型 前沿 突破 2026"
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update_frequency: "daily"
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update_frequency: "daily"
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credibility: "medium"
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credibility: "medium"
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focus: "以旧换新/二手循环/租赁经济"
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focus: "AI行业动态、技术突破"
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- name: "低碳出行搜索"
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type: "web_search"
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query: "新能源车 骑行 绿色通勤 低碳出行 2026"
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update_frequency: "daily"
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credibility: "medium"
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focus: "新能源车/骑行/绿色出行"
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- name: "干净饮食搜索"
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type: "web_search"
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query: "干净饮食 有机食品 植物基 本地食材 2026"
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update_frequency: "daily"
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credibility: "medium"
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focus: "干净饮食/有机食品/植物基"
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- name: "零浪费生活搜索"
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type: "web_search"
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query: "零浪费 自带杯 极简生活 可持续时尚 2026"
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update_frequency: "daily"
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credibility: "medium"
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focus: "零浪费/自带杯/极简/可持续时尚"
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- name: "绿色家电搜索"
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type: "web_search"
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query: "绿色家电 一级能效 以旧换新 节能 2026"
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update_frequency: "daily"
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credibility: "medium"
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focus: "绿色家电/家庭节能/国补政策"
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- name: "碳普惠搜索"
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type: "web_search"
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query: "碳账户 碳普惠 个人碳减排 蚂蚁森林 2026"
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update_frequency: "daily"
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credibility: "medium"
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focus: "碳账户/碳普惠/个人碳减排"
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- name: "环保科技搜索"
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type: "web_search"
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query: "环保科技 绿色产品 可持续材料 2026"
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update_frequency: "daily"
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credibility: "medium"
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focus: "环保科技/可持续产品/绿色材料"
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- name: "AI工具搜索"
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- name: "AI工具搜索"
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type: "web_search"
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type: "web_search"
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query: "AI工具 人工智能 效率提升 2026"
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query: "AI工具 效率提升 AI工作流 实用 2026"
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update_frequency: "daily"
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update_frequency: "daily"
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credibility: "medium"
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credibility: "medium"
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focus: "AI工具/效率方法"
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focus: "AI工具评测、效率方法"
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- name: "AI职场搜索"
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type: "web_search"
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query: "AI 裁员 职业转型 AI技能 远程工作 2026"
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update_frequency: "daily"
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credibility: "medium"
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focus: "AI对就业影响、职业转型"
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- name: "AI生活化搜索"
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type: "web_search"
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query: "AI陪伴 AI生活助手 AI心理咨询 智能体 2026"
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update_frequency: "daily"
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credibility: "medium"
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focus: "AI人格化、生活场景应用"
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- name: "科技人文搜索"
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type: "web_search"
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query: "AI伦理 数字生活 科技反思 人机关系 2026"
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update_frequency: "daily"
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credibility: "medium"
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focus: "AI伦理、科技人文反思"
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# ── 差异化源（与通用AI媒体形成区分）──
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- name: "AI学术论文搜索"
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type: "web_search"
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query: "arXiv 论文 AI 最新研究 大模型 2026"
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update_frequency: "weekly"
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credibility: "high"
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focus: "AI学术前沿、论文中文解读"
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- name: "独立开发者搜索"
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type: "web_search"
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query: "独立开发者 AI产品 一人公司 出海工具 indie hacking 2026"
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update_frequency: "daily"
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credibility: "medium"
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focus: "独立开发者生态、小众AI产品"
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- name: "行业数据报告搜索"
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type: "web_search"
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query: "AI行业报告 数据统计 市场分析 AI应用渗透率 2026"
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update_frequency: "daily"
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credibility: "high"
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focus: "行业数据、市场报告、AI应用统计"
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- name: "AI产品动态搜索"
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type: "web_search"
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query: "AI产品发布 更新 changelog 新功能 OpenAI Claude 2026"
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update_frequency: "daily"
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credibility: "medium"
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focus: "AI产品迭代、功能更新"
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# 本地案例库（保底数据源）
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# 本地案例库（保底数据源）
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local:
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local:
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- name: "宇之然本地案例库"
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- name: "宇之然AI案例库"
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type: "local"
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type: "local"
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file: "strategy/全球案例数据库-v1.md"
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file: "automation/data/ai_cases.json"
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update_frequency: "weekly"
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update_frequency: "weekly"
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credibility: "medium"
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credibility: "medium"
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focus: "全球-本土案例"
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focus: "AI行业案例"
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- name: "历史选题库"
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type: "local"
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file: "automation/data/sustainability_topics.json"
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update_frequency: "daily"
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credibility: "medium"
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focus: "复用已有选题"
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# 案例验证要求
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validation:
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require_at_least_2_sources: false
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prefer_official_data: false
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min_data_points: 1
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# 选题优先级权重
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topic_priority:
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audience_match: 0.3
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data_availability: 0.25
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uniqueness: 0.2
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executability: 0.15
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brand_fit: 0.1
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# 可持续性子领域分类（基于2025-2026中国消费市场实际趋势调研）
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# 参考来源：《2025中国可持续消费报告》《绿色低碳消费大数据报告》商务部等9部门绿色消费20条
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sustainability_categories:
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- "循环消费" # 以旧换新/二手交易/租赁经济 | 2025年二手交易额1.69万亿,闲鱼6亿用户
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- "低碳出行" # 新能源车/骑行/绿色通勤 | 新能源车年产销破1000万辆,骑行爱好者超1800万
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- "干净饮食" # 有机食品/植物基/本地食材 | 有机食品1247亿销售,干净饮食笔记344万篇
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- "零浪费生活" # 自带杯/极简/可持续时尚 | 自带杯笔记277万篇,精简护肤121万篇,极简1186万讨论
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- "绿色家电与节能" # 一级能效/智能节能/以旧换新 | 一级能效家电占比90%+,国补政策明确导向
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- "碳普惠" # 碳账户/碳积分/个人碳减排 | 武汉200万市民碳账户,多城碳普惠平台上线
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- "环保科技产品" # 可持续材料/绿色产品/环保科技 | 消费者愿意为绿色产品支付溢价,但需可感知价值
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- "AI与效率" # AI工具/效率方法/数字助手 | 2026年AI深度融入消费与生活,消费链被AI重新定义
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# 内容合规检查清单
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# 内容合规检查清单
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compliance:
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compliance:
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required:
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required:
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- "至少3个可靠引用"
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- "至少3个可靠引用"
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- "数据标注来源"
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- "数据标注来源"
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- "包含MVP行动"
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- "包含可操作建议"
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- "中性客观语气"
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- "中性客观语气"
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