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feat(config): align content strategy with brand direction

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initial_data: field descriptions humanized, collector search queries include long-tail keywords, platform formats updated collector.py: DEFAULT_CHINA_PAINS expanded with specific pain questions (e.g. '35岁学AI来得及吗') topic_selector.py: domain mapping 11->18 entries (Prompt/AI编程/AI写作/数据隐私/AI教育/一人企业)

Ultraworked with Sisyphus

Co-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>
This commit is contained in:
yuzhiran
2026-06-23 13:25:11 +08:00
parent 45ad5443c1
commit 9fba863ce7
3 changed files with 63 additions and 56 deletions
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platform/backend/app/initial_data.py
+19 -24
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@@ -105,7 +105,7 @@ def import_initial_data():
"default_format": "深度分析 3000-8000字，数据驱动",
"compliance_rules": {
"max_title_len": 100,
"allowed_tags": ["科技", "生活", "职场", "教育", "可持续", "AI", "远程工作", "个人成长"],
"allowed_tags": ["科技", "AI", "效率", "职场", "教育", "远程工作", "未来工作", "工具"],
"forbidden_patterns": ["加微信", "私聊", "付费咨询", "点击领取"]
},
"is_active": True,
@@ -124,7 +124,7 @@ def import_initial_data():
"default_format": "个人叙事 2000-4000字，对话感",
"compliance_rules": {
"max_title_len": 32,
"allowed_tags": ["科技", "生活", "职场", "教育", "可持续", "AI", "远程工作", "个人成长"],
"allowed_tags": ["科技", "AI", "效率", "职场", "教育", "远程工作", "未来工作", "工具"],
"forbidden_patterns": ["诱导分享", "朋友圈", "转发群"]
},
"is_active": True,
@@ -143,7 +143,7 @@ def import_initial_data():
"default_format": "精炼干货 400-1000字，实用优先",
"compliance_rules": {
"max_title_len": 50,
"allowed_tags": ["生活方式", "可持续", "AI", "个人成长", "极简", "环保"],
"allowed_tags": ["AI", "效率", "科技", "工具", "职场", "生活", "学习方法"],
"forbidden_patterns": ["私信", "加群", "导流"]
},
"is_active": True,
@@ -163,9 +163,9 @@ def import_initial_data():
else:
# 更新已有平台配置的字数要求（迁移：2026-06 内容质量升级）
platform_updates = {
"zhihu": {"min_words": 3000, "max_words": 8000, "default_format": "深度分析 3000-8000字，数据驱动"},
"wechat": {"min_words": 2000, "max_words": 4000, "default_format": "个人叙事 2000-4000字，对话感"},
"xiaohongshu": {"min_words": 400, "max_words": 1000, "default_format": "精炼干货 400-1000字，实用优先"},
"zhihu": {"min_words": 3000, "max_words": 8000, "default_format": "深度分析 3000-8000字，数据驱动+观点交锋，用一手数据和独特视角切入"},
"wechat": {"min_words": 2000, "max_words": 4000, "default_format": "科技人文叙事 2000-4000字，个人反思+情感共鸣，记录人与技术之间的故事"},
"xiaohongshu": {"min_words": 400, "max_words": 1000, "default_format": "精炼干货 400-1000字，亲测数据+实操结果，每个结论配真实对比"},
}
for p in db.query(PlatformConfig).all():
if p.platform in platform_updates:
@@ -178,41 +178,36 @@ def import_initial_data():
if db.query(TopicField).count() == 0:
fields = [
{"name": "未来工作方式", "icon": "💼", "color": "#667eea", "description": "远程工作、零工经济、职业转型", "sort_order": 1},
{"name": "AI与效率", "icon": "🤖", "color": "#764ba2", "description": "AI工具、数字助手、效率方法", "sort_order": 2},
{"name": "可持续生活", "icon": "🌿", "color": "#67c23a", "description": "环保、低碳、自然生活方式", "sort_order": 3},
{"name": "数字游民", "icon": "🌍", "color": "#409eff", "description": "旅行、地理自由、海外生活", "sort_order": 4},
{"name": "个人成长", "icon": "📚", "color": "#e6a23c", "description": "学习、技能、认知升级", "sort_order": 5},
{"name": "科技人文", "icon": "🔬", "color": "#f56c6c", "description": "科技伦理、数字生活反思", "sort_order": 6},
{"name": "AI与效率", "icon": "🤖", "color": "#764ba2", "description": "AI工具实测对比、工作流效率方法、前沿资讯解读——关注技术如何改变人的工作方式", "sort_order": 1},
{"name": "科技人文", "icon": "🔬", "color": "#f56c6c", "description": "AI伦理困境、数字生活反思、人机关系探索——科技的温度与边界", "sort_order": 2},
{"name": "未来工作方式", "icon": "💼", "color": "#667eea", "description": "远程协作实践、AI时代职业转型、一人企业模式——未来不是等来的", "sort_order": 3},
]
for f in fields:
db.add(TopicField(**f))
db.commit()
print("✅ 插入默认领域配置")
print("✅ 插入默认领域配置（聚焦AI×人文×未来工作）")
if db.query(CollectorCategory).count() == 0:
default_cats = [
{"name": "循环消费", "search_query": "以旧换新 二手交易 闲置 循环 2026", "description": "以旧换新/二手交易/租赁经济 | 2025年二手交易额1.69万亿", "sort_order": 1, "is_active": True},
{"name": "低碳出行", "search_query": "新能源车 骑行 绿色通勤 低碳出行 2026", "description": "新能源车/骑行/绿色出行 | 年产销破1000万辆", "sort_order": 2, "is_active": True},
{"name": "干净饮食", "search_query": "干净饮食 有机食品 植物基 本地食材 2026", "description": "有机食品/植物基/本地食材 | 有机食品1247亿", "sort_order": 3, "is_active": True},
{"name": "零浪费生活", "search_query": "零浪费 自带杯 极简生活 可持续时尚 2026", "description": "自带杯/极简/可持续时尚 | 自带杯笔记277万篇", "sort_order": 4, "is_active": True},
{"name": "绿色家电与节能", "search_query": "绿色家电 一级能效 以旧换新 节能 2026", "description": "一级能效/国补政策 | 一级能效占比90%+", "sort_order": 5, "is_active": True},
{"name": "碳普惠", "search_query": "碳账户 碳普惠 个人碳减排 蚂蚁森林 2026", "description": "碳账户/碳普惠/个人减排 | 武汉200万碳账户", "sort_order": 6, "is_active": True},
{"name": "环保科技产品", "search_query": "环保科技 绿色产品 可持续材料 2026", "description": "可持续材料/绿色产品 | 购买占比超32%", "sort_order": 7, "is_active": True},
{"name": "AI与效率", "search_query": "AI工具 人工智能 效率提升 2026", "description": "AI工具/效率方法/数字助手 | 2026年AI深度融入消费与生活", "sort_order": 8, "is_active": True},
{"name": "AI前沿资讯", "search_query": "AI 人工智能 大模型 2026 前沿 突破 论文解读", "description": "AI行业动态、大模型发布、技术突破 | 2026年AI全面嵌入产业", "sort_order": 1, "is_active": True},
{"name": "AI工具实测", "search_query": "AI工具 效率提升 工作流 prompt教程 Cursor Copilot 2026", "description": "AI工具评测、效率工作流、实操指南 | 2026年AI工具爆发", "sort_order": 2, "is_active": True},
{"name": "AI与职场", "search_query": "AI 裁员 职业转型 AI技能 远程工作 一人企业 2026", "description": "AI对就业影响、职业转型、技能升级 | 2026年AI重塑就业结构", "sort_order": 3, "is_active": True},
{"name": "AI生活化", "search_query": "AI陪伴 AI心理咨询 生活助手 AI写作 智能体 2026", "description": "AI心理咨询/生活搭子/AI人格化 | 商业笔记互动增长263%", "sort_order": 4, "is_active": True},
{"name": "科技人文", "search_query": "AI伦理 数字生活 科技反思 人机关系 数据隐私 2026", "description": "AI伦理/数字生活反思/科技温度 | AI从工具到共生", "sort_order": 5, "is_active": True},
]
for cd in default_cats:
existing = db.query(CollectorCategory).filter(CollectorCategory.name == cd["name"]).first()
if not existing:
db.add(CollectorCategory(**cd))
db.commit()
print("✅ 插入默认采集类别和信息源")
print("✅ 插入默认采集类别（聚焦AI×科技人文）")
db.commit()
# 补充缺失的类别和信息源（对已有数据库的迁移）
# 补充缺失的采集源（对已有数据库的迁移）
for sd in [
{"name": "AI工具搜索", "source_type": "web_search", "query": "AI工具 人工智能 效率提升 2026", "credibility": "medium", "focus": "AI与效率", "sort_order": 99, "is_active": True},
{"name": "AI前沿搜索", "source_type": "web_search", "query": "AI 人工智能 大模型 前沿 2026", "credibility": "medium", "focus": "AI前沿资讯", "sort_order": 1, "is_active": True},
{"name": "AI工具搜索", "source_type": "web_search", "query": "AI工具 效率提升 AI工作流 2026", "credibility": "medium", "focus": "AI工具实测", "sort_order": 2, "is_active": True},
]:
if not db.query(CollectorSource).filter(CollectorSource.name == sd["name"]).first():
db.add(CollectorSource(**sd))