Menu
从高熵的二手内容中回溯到低熵、权威、原始的信息源。 该技能通过结构化步骤，帮助用户验证消息真伪、理解原始语境， 建立独立的信息判断与溯源能力。
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Convert Obsidian WikiLinks ([[...]]) to standard Markdown links ([...](...)) for GitHub compatibility. This skill should be used when users need to make README files or other Markdown documents GitHub-compatible while maintaining Obsidian functionality, or when batch converting WikiLinks across multiple files.
Comprehensive framework for deep analysis of articles, papers, and long-form content using 10+ thinking models (SCQA, 5W2H, critical thinking, inversion, mental models, first principles, systems thinking, six thinking hats). Use when users want to: (1) deeply understand complex articles/content, (2) analyze arguments and identify logical flaws, (3) extract actionable insights from reading materials, (4) create study notes or learning summaries, (5) compare multiple sources, (6) transform knowledge into practical applications, or (7) apply specific thinking frameworks. Triggered by phrases like 'analyze this article,' 'help me understand,' 'deep dive into,' 'extract insights from,' 'use [framework name],' or when users provide URLs/long-form content for analysis.
Based on SOC occupation classification
| name | source-tracing |
| description | 从高熵的二手内容中回溯到低熵、权威、原始的信息源。 该技能通过结构化步骤，帮助用户验证消息真伪、理解原始语境， 建立独立的信息判断与溯源能力。 |
| version | 1.0.0 |
| author | Claude Code Community |
| tags | ["information-verification","fact-checking","source-tracing","media-literacy"] |
texttexttext目标: 识别信息传播链条，查找最初的发布主体
操作:
工具: Web Search, 社交媒体检索
目标: 搜索并访问权威渠道获取一手信息
权威渠道清单:
搜索策略:
关键词 + site:gov.cn
关键词 + site:官方域名
关键词 + "official statement"
关键词 + filetype:pdf
目标: 阅读或观看原始内容，记录关键事实
分析要素:
目标: 分析原文语气与时空语境，避免被剪辑或误导
检查项:
目标: 对比两个以上独立来源，确认一致性
对照维度:
| 维度 | 检查内容 |
|---|---|
| 事实一致性 | 时间、地点、人物、数字是否一致 |
| 论点一致性 | 核心观点是否被多个来源确认 |
| 来源独立性 | 是否为独立采访/报道（非转载） |
| 矛盾点分析 | 不同来源的差异及原因 |
可信度权重:
目标: 输出溯源记录，包含原始链接、日期、机构、主要观点、对照结果
输出格式: 见下方 Outputs 部分
包含源头链接、时间、机构、主要论点、上下文摘要的结构化记录
{
"claim": "原始声明内容",
"verification_date": "2025-11-01",
"sources": [
{
"source_type": "official_announcement | news_report | video | document",
"source_url": "https://...",
"source_title": "标题",
"source_date": "2025-10-30",
"institution": "机构名称",
"author": "作者/发言人",
"key_points": [
"核心论点1",
"核心论点2"
],
"context": "发布背景和语境",
"credibility_score": 0.95
}
],
"cross_verification": {
"total_sources": 3,
"consistent_sources": 2,
"contradictory_sources": 1,
"key_discrepancies": ["差异描述"]
},
"conclusion": {
"verified": true,
"confidence_level": "high | medium | low",
"summary": "验证结论摘要",
"caveats": ["需要注意的限定条件"]
}
}
trust_index = (source_authority × 0.6) + (content_completeness × 0.4)
source_authority: 来源权威性 (0-1)
content_completeness: 内容完整性 (0-1)
entropy_delta = 1 - (verified_facts / initial_claims)
当原始信息中有大量未经证实的细节时，entropy_delta 较高
输入:
claim: "SEC 将全面禁止算法稳定币"
context_hint: "2025年3月，Gary Gensler 演讲"
verification_goal: "找到完整演讲视频并核对原文"
输出:
{
"source_trace_log": {
"claim": "SEC 将全面禁止算法稳定币",
"verification_date": "2025-03-20",
"sources": [
{
"source_type": "video",
"source_url": "https://youtube.com/watch?v=xxxxxx",
"source_title": "SEC Chair Gary Gensler Speech at Digital Assets Conference",
"source_date": "2025-03-17",
"institution": "U.S. SEC",
"author": "Gary Gensler",
"key_points": [
"讨论稳定币监管框架的必要性",
"强调透明度和消费者保护原则",
"提及算法稳定币的潜在风险",
"未提及全面禁止的计划"
],
"context": "在行业会议上的主题演讲，重点讨论监管框架",
"credibility_score": 0.95
}
],
"cross_verification": {
"total_sources": 3,
"consistent_sources": 3,
"contradictory_sources": 0,
"key_discrepancies": []
},
"conclusion": {
"verified": false,
"confidence_level": "high",
"summary": "Gary Gensler 确实讨论了稳定币监管，但未提及"全面禁止"。传言属于过度解读或误传。",
"caveats": [
"监管态度可能随时间变化",
"需持续关注后续政策动向"
]
}
},
"trust_index": 0.95,
"entropy_delta": 0.82
}
输入:
claim: "深圳某 Web3 交易所被查封"
context_hint: "2025年10月，深圳"
verification_goal: "确认事件真实性，找到官方通报"
输出:
{
"source_trace_log": {
"claim": "深圳某 Web3 交易所被查封",
"verification_date": "2025-11-01",
"sources": [
{
"source_type": "official_announcement",
"source_url": "http://www.sz.gov.cn/...",
"source_title": "深圳市公安局关于打击非法虚拟货币交易的通报",
"source_date": "2025-10-28",
"institution": "深圳市公安局",
"author": "官方通报",
"key_points": [
"某公司涉嫌非法经营虚拟货币交易",
"已依法对相关场所进行检查",
"案件正在进一步调查中"
],
"context": "例行执法通报",
"credibility_score": 1.0
},
{
"source_type": "news_report",
"source_url": "https://news.example.com/...",
"source_title": "深圳警方查处涉嫌非法交易平台",
"source_date": "2025-10-29",
"institution": "某主流媒体",
"author": "记者张三",
"key_points": [
"该平台未获得相关金融牌照",
"涉及金额较大",
"投资者权益受损"
],
"context": "基于官方通报的新闻报道",
"credibility_score": 0.85
}
],
"cross_verification": {
"total_sources": 2,
"consistent_sources": 2,
"contradictory_sources": 0,
"key_discrepancies": []
},
"conclusion": {
"verified": true,
"confidence_level": "high",
"summary": "事件属实，深圳警方确实查处了涉嫌非法经营的虚拟货币交易平台。",
"caveats": [
"具体公司名称需等待官方进一步披露",
"案件仍在调查中，最终定性需以司法判决为准"
]
}
},
"trust_index": 0.93,
"entropy_delta": 0.75
}
Entity: Information Source (政府、企业、个人)
Event: Information Publication (发布、传播、修正)
Resource: Primary Source (官方文档、视频、文本)
Action: Source Tracing (溯源、验证、存档)
Policy: Information Integrity (真实性、完整性、可追溯性)
Ledger: Verification Log (溯源记录、可信度评分)
query: "关键词 + site:gov.cn"
query: "关键词 + official statement"
url: "https://official-site.com/announcement"
prompt: "提取发布日期、机构、核心论点"
graph LR
A[Source Tracing] --> B[Fact Comparison]
B --> C[Context Analysis]
C --> D[Structural Summary]