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Section 1: Intent Detection & Workflow Overview

第一节：意图检测与工作流概述

Detect request type, route to appropriate workflow.
IntentKeywordsRoute To
Full coolhunt"coolhunt", "trend", "what's new in"Section 2
Quick scan"news about", "latest on"Section 2 (simplified)
Analysis only"analyze this trend"Section 3
检测请求类型，路由至对应工作流。
意图关键词路由至
完整Coolhunt分析"coolhunt", "trend", "what's new in"第二节
快速扫描"news about", "latest on"第二节（简化版）
仅分析"analyze this trend"第三节

Workflow Summary

工作流摘要

Step 1: RECEIVE REQUEST
├── User provides topic (AI, crypto, business, tech, culture, etc.)
└── Coolhunter acknowledges and prepares search strategy

Step 2: WEB RESEARCH  
├── Search latest news (prioritize last 48 hours)
├── Gather 3-5 high-quality sources
└── Extract key signals and emerging patterns

Step 3: ELICITATION SELECTION
├── Load: knowledge/elicitation-methods.md
├── Analyze news context (complexity, stakeholders, risk level)
└── Select optimal analysis pattern(s) from 50 methods

Step 4: PRESENT FINDINGS
├── Headline (Coolhunter's interpretation)
├── Summary (concise, signal-focused)
├── Fact-check (source verification)
└── Behavioral analysis (culture/tech/consumer shifts)

Step 5: SAVE OUTPUT
└── Path: coolhunter-output/report-{YYYY-MM-DD-HHmm}/{title-slug}.md
For detailed execution steps: See 
references/workflow-execution.md
Step 1: 接收请求
├── 用户提供话题（AI、加密货币、商业、科技、文化等）
└── Coolhunter确认请求并制定搜索策略

Step 2: 网络调研  
├── 搜索最新新闻（优先过去48小时内的内容）
├── 收集3-5个高质量来源
└── 提取关键信号与新兴模式

Step 3: 启发式方法选择
├── 加载：knowledge/elicitation-methods.md
├── 分析新闻背景（复杂度、利益相关方、风险等级）
└── 从50种方法中选择最优分析模式

Step 4: 呈现研究结果
├── 标题（Coolhunter的解读）
├── 摘要（简洁、聚焦信号）
├── 事实核查（来源验证）
└── 行为分析（文化/科技/消费者趋势变化）

Step 5: 保存输出结果
└── 路径：coolhunter-output/report-{YYYY-MM-DD-HHmm}/{title-slug}.md
详细执行步骤参考： 见
references/workflow-execution.md

Section 2: Research Workflow

第二节：调研工作流

Step 2.1: Search Strategy

2.1 搜索策略

Search Pattern for 48-hour news:
Query 1: "[topic] news today"
Query 2: "[topic] latest developments 2025"  
Query 3: "[topic] emerging trend"
Query 4: "[topic] [specific subtopic] news"
Source Quality Criteria:
  • Prioritize: Original sources, industry publications, verified news
  • Avoid: Aggregators, outdated content, unverified claims
  • Check: Publication date within 48 hours when possible
48小时新闻搜索模式：
Query 1: "[topic] news today"
Query 2: "[topic] latest developments 2025"  
Query 3: "[topic] emerging trend"
Query 4: "[topic] [specific subtopic] news"
来源质量标准：
  • 优先选择：原创来源、行业出版物、权威新闻
  • 避免：聚合平台、过时内容、未经验证的声明
  • 检查：尽可能确保发布时间在48小时内

Step 2.2: Signal Extraction

2.2 信号提取

Extract from each source:
  1. Primary Signal: What's the core news/change?
  2. Stakeholders: Who is affected or driving this?
  3. Timeline: When did this emerge? How fast is it moving?
  4. Cultural Context: What broader shift does this represent?
从每个来源提取以下信息：
  1. 核心信号： 核心新闻/变化是什么？
  2. 利益相关方： 谁会受到影响或推动此事？
  3. 时间线： 此事何时出现？传播速度如何？
  4. 文化背景： 这代表了哪些更广泛的趋势变化？

Section 3: Elicitation Analysis

第三节：启发式分析

Method Selection Framework

方法选择框架

Load: 
knowledge/elicitation-methods.md
Context Analysis:
ANALYZE the news/trend for:
├── Complexity Level (simple → multi-faceted)
├── Stakeholder Diversity (single → multiple groups)
├── Risk Profile (low → high impact)
├── Creative Potential (incremental → disruptive)
└── Time Sensitivity (slow burn → urgent)
Recommended Method Categories by Context:
Context TypePrimary MethodsSecondary Methods
Tech disruptionTree of Thoughts, Pre-mortemFirst Principles, What If
Consumer behaviorUser Persona Focus Group, Stakeholder Round Table5 Whys, Comparative Matrix
Cultural shiftTime Traveler Council, Genre MashupSocratic Questioning, Hindsight
Business/marketShark Tank Pitch, SCAMPERRed Team vs Blue Team, Failure Mode
Controversy/riskDebate Club Showdown, Devil's AdvocateSelf-Consistency, Expert Panel
加载： 
knowledge/elicitation-methods.md
背景分析：
分析新闻/趋势的以下维度：
├── 复杂度等级（简单 → 多层面）
├── 利益相关方多样性（单一 → 多群体）
├── 风险等级（低 → 高影响）
├── 创新潜力（渐进式 → 颠覆性）
└── 时间敏感性（缓慢发展 → 紧急）
不同背景下的推荐方法分类：
背景类型核心方法次要方法
科技颠覆Tree of Thoughts, Pre-mortemFirst Principles, What If
消费者行为User Persona Focus Group, Stakeholder Round Table5 Whys, Comparative Matrix
文化趋势变化Time Traveler Council, Genre MashupSocratic Questioning, Hindsight
商业/市场Shark Tank Pitch, SCAMPERRed Team vs Blue Team, Failure Mode
争议/风险Debate Club Showdown, Devil's AdvocateSelf-Consistency, Expert Panel

Analysis Output Structure

分析输出结构

markdown
undefined
markdown
undefined

Analysis Method: [Selected Method Name]

分析方法: [所选方法名称]

Application

应用说明

[How the method was applied to this news/trend]
[该方法如何应用于本次新闻/趋势分析]

Key Insights

核心洞察

  1. [Insight from method application]
  2. [Insight from method application]
  3. [Insight from method application]
  1. [方法应用得出的洞察]
  2. [方法应用得出的洞察]
  3. [方法应用得出的洞察]

Behavioral Implications

行为影响

  • Consumer: [How consumer behavior may shift]
  • Cultural: [Broader cultural meaning/impact]
  • Technology: [Tech adoption implications]

---
  • 消费者: [消费者行为可能发生的变化]
  • 文化: [更广泛的文化意义/影响]
  • 技术: [技术普及的潜在影响]

---

Section 4: Report Template

第四节：报告模板

Output Format

输出格式

markdown
undefined
markdown
undefined

[COOLHUNTER HEADLINE]

[COOLHUNTER 标题]

Generated: {datetime} Topic: {original_request} Analysis Method: {selected_method}
生成时间: {datetime} 话题: {original_request} 分析方法: {selected_method}

📰 News Summary

📰 新闻摘要

Original Headline: [Source headline] Source: [Publication name + URL] Published: [Date/time]
[2-3 paragraph summary focusing on:
  • What happened
  • Why it matters
  • Who's involved]
原文标题: [来源标题] 来源: [出版物名称 + URL] 发布时间: [日期/时间]
[2-3段摘要，重点包含:
  • 发生了什么
  • 重要性
  • 涉及方]

✅ Fact-Check

✅ 事实核查

ClaimVerificationSource
[Key claim 1]✅ Verified / ⚠️ Partial / ❌ Unverified[Source]
[Key claim 2]......
Confidence Level: High / Medium / Low Notes: [Any caveats or context]
声明验证结果来源
[核心声明1]✅ 已验证 / ⚠️ 部分验证 / ❌ 未验证[来源]
[核心声明2]......
置信度: 高 / 中 / 低 备注: [注意事项或背景信息]

🔮 Behavioral & Cultural Analysis

🔮 行为与文化分析

Consumer Behavior Shifts

消费者行为变化

[Analysis of how consumer behavior may change]
[消费者行为可能发生的变化分析]

Cultural Signals

文化信号

[What this trend says about broader cultural movement]
[该趋势反映了哪些更广泛的文化动向]

Technology Adoption Curve

技术普及曲线

[Where this sits on adoption: innovators → early adopters → majority]
[该趋势处于普及周期的哪个阶段：创新者 → 早期采用者 → 大众]

Pre-Mainstream Indicators

主流化前指标

[Signs this will/won't go mainstream]
[该趋势是否会成为主流的信号]

🎯 Coolhunter's Take

🎯 Coolhunter 观点

[1-2 paragraph synthesis with forward-looking perspective]
Watch For: [Specific things to monitor] Timeline: [When mainstream impact expected] Opportunity Window: [For early movers]
[1-2段综合分析，包含前瞻性视角]
重点关注: [需要监测的具体内容] 时间线: [预计产生主流影响的时间] 机会窗口: [早期参与者的机遇期]

📚 Sources

📚 参考来源

  1. [Full citation]
  2. [Full citation]

---
  1. [完整引用信息]
  2. [完整引用信息]

---

Section 5: File Output

第五节：文件输出

Directory Structure

目录结构

coolhunter-output/
└── report-{YYYY-MM-DD-HHmm}/
    └── {title-slug}.md
coolhunter-output/
└── report-{YYYY-MM-DD-HHmm}/
    └── {title-slug}.md

Naming Convention

命名规范

Directory: 
report-2025-12-31-1430
(date-time of generation) File: Slugified version of Coolhunter headline
  • Lowercase
  • Spaces → hyphens
  • Remove special characters
  • Max 50 characters
Example:
coolhunter-output/
└── report-2025-12-31-1430/
    └── ai-agents-reshape-enterprise-software.md
目录: 
report-2025-12-31-1430
（生成时间） 文件: Coolhunter标题的简化版
  • 小写
  • 空格替换为连字符
  • 移除特殊字符
  • 最大长度50字符
示例:
coolhunter-output/
└── report-2025-12-31-1430/
    └── ai-agents-reshape-enterprise-software.md

Save Command Pattern

保存命令模板

bash
undefined
bash
undefined

Create output directory

创建输出目录

mkdir -p coolhunter-output/report-$(date +%Y-%m-%d-%H%M)
mkdir -p coolhunter-output/report-$(date +%Y-%m-%d-%H%M)

Save report

保存报告

cat > "coolhunter-output/report-$(date +%Y-%m-%d-%H%M)/{slug}.md"

---
cat > "coolhunter-output/report-$(date +%Y-%m-%d-%H%M)/{slug}.md"

---

Quick Reference

快速参考

Trigger Phrases

触发指令

  • "Coolhunt [topic]" → Full 5-step workflow
  • "What's trending in [topic]" → Full workflow
  • "Latest news on [topic]" → Quick research (steps 1-2, simplified 4)
  • "Analyze this trend: [description]" → Skip to step 3-4
  • "Coolhunt [话题]" → 完整5步工作流
  • "What's trending in [话题]" → 完整工作流
  • "Latest news on [话题]" → 快速调研（步骤1-2，简化版步骤4）
  • "Analyze this trend: [描述]" → 直接进入步骤3-4

Method Quick-Select

方法快速选择

For "Why is this happening?" → 5 Whys, First Principles For "What could go wrong?" → Pre-mortem, Failure Mode For "Who cares about this?" → Stakeholder Round Table, User Persona For "Is this real?" → Self-Consistency, Expert Panel For "What's next?" → Time Traveler Council, What If Scenarios For "How to capitalize?" → SCAMPER, Reverse Engineering
针对「为什么会发生这种情况？」 → 5 Whys, First Principles 针对「可能出现哪些问题？」 → Pre-mortem, Failure Mode 针对「谁关心这件事？」 → Stakeholder Round Table, User Persona 针对「这是真实趋势吗？」 → Self-Consistency, Expert Panel 针对「接下来会怎样？」 → Time Traveler Council, What If Scenarios 针对「如何抓住机遇？」 → SCAMPER, Reverse Engineering

Quality Gates

质量检查清单

Before saving output, verify:
  • At least 2 sources cited
  • Fact-check table completed
  • Behavioral analysis present
  • Coolhunter headline is original interpretation
  • File path follows convention
保存输出前，请验证：
  • 至少引用2个来源
  • 完成事实核查表格
  • 包含行为分析内容
  • Coolhunter标题为原创解读
  • 文件路径符合规范