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# Third Pass Analysis Template
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Use this template structure for consistent Third Pass analysis output.
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## Standard Format
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```markdown
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### Third-Pass
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#### Critical Analysis
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- **주장의 약점 / 적용 한계**
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- [Specific weakness 1: explain the issue]
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- [Specific weakness 2: where this approach fails]
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- [Generalization limits: boundaries of applicability]
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- **컨텍스트 의존성 (환경, 스택, 시기)**
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- Environment: [Tech stack, scale, constraints assumed]
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- Prerequisites: [Knowledge, tools, or resources required]
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- Temporal: [Time-sensitive assumptions or dated information]
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- Cultural: [Organizational, regional, or domain-specific factors]
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- **누락된 관점 / 대안**
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- Alternatives: [Other approaches not explored]
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- Trade-offs: [Costs or sacrifices not discussed]
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- Contrary views: [Opposing arguments or debates]
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- Edge cases: [Scenarios not addressed]
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#### Reconstruction
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- **핵심을 나만의 언어로**
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- [Restate the central thesis and key supporting ideas]
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- [Explain the logical flow or architecture]
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- [Capture the "why" behind the approach]
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- **내 상황에 적용한다면**
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- 직접 적용: [What can be adopted as-is, why it fits]
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- 변형 필요: [What needs modification, how to adapt it]
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- 적용 불가: [What doesn't fit, why not, what to do instead]
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#### Discussion
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- **가져갈 것**
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- [Most valuable insights to remember and apply]
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- [Specific actions or changes to make]
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- **한계**
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- [Boundaries of applicability]
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- [Remaining questions or uncertainties]
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- [Situations where caution is needed]
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#### Action Items
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- [ ] [Specific action item or experiment to try]
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- [ ] [Related concept or document to explore]
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- [ ] [Validation step before applying]
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#### Future Ideas
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- [ ] [Follow-up research or investigation]
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- [ ] [Related question to explore]
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```
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## Variation for Tech Blog
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```markdown
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### Third-Pass
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#### Critical Analysis
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- **Technical Limitations**
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- Problem scope: [What problems this doesn't solve]
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- Scale considerations: [Where performance/complexity becomes issue]
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- Trade-offs: [What's sacrificed for benefits gained]
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- **Implementation Context**
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- Stack requirements: [Languages, frameworks, tools needed]
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- Prerequisites: [Existing infrastructure or knowledge]
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- Assumed scale: [Team size, user load, data volume]
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- **Alternatives & Edge Cases**
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- Simpler approaches: [When to use something simpler]
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- Alternative solutions: [Other ways to solve this]
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- Edge cases: [Scenarios where this breaks]
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#### Reconstruction
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- **Technical Approach**
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- [Explain the solution architecture in own words]
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- **Applying to My Stack**
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- 직접 적용: [Components that transfer as-is]
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- 변형 필요: [What to modify for my environment]
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- 다른 접근: [Where I'd do something different]
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#### Discussion
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- **Worth Adopting**
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- [Specific techniques or patterns to use]
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- **Watch Out For**
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- [Gotchas, anti-patterns, or risks]
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#### Action Items
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- [ ] Test with small prototype
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- [ ] Benchmark against current approach
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- [ ] Read [related article/docs]
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```
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## Variation for Retrospective
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```markdown
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### Third-Pass
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#### Critical Analysis
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- **Context Specificity**
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- Team context: [What's unique about their team/org]
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- Situational factors: [Circumstances that affected outcomes]
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- Generalizability: [Where lessons may not apply]
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- **Success Factors**
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- What they controlled: [Decisions and actions]
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- What they didn't: [Luck, timing, external factors]
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- Key enablers: [What made success possible]
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- **Unstated Lessons**
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- Reading between lines: [Implicit insights]
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- Missing perspectives: [Other team members' views]
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- Survivorship bias: [What about failed attempts?]
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#### Reconstruction
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- **Key Lessons**
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- [Core takeaways in own words]
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- **Relevance to My Situation**
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- 직접 적용: [Lessons that transfer to my context]
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- 변형 필요: [How to adapt for my situation]
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- 적용 불가: [What's too context-specific]
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#### Discussion
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- **Actionable Insights**
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- [Changes to make based on this]
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- **Caveats**
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- [Limitations of lessons learned]
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#### Action Items
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- [ ] Apply [specific practice] on next project
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- [ ] Validate [assumption] in my context
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- [ ] Discuss with team
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```
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## Variation for Academic Paper
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```markdown
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### Third-Pass
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#### Critical Analysis
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- **Methodological Issues**
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- Design limitations: [Threats to validity]
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- Sample issues: [Size, representativeness, bias]
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- Alternative explanations: [Other ways to interpret results]
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- **Assumptions & Scope**
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- Theoretical assumptions: [Framework dependencies]
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- Boundary conditions: [Where findings don't apply]
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- Generalizability: [Population, setting, time]
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- **Research Gaps**
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- Missing variables: [What wasn't considered]
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- Unexplored angles: [Related questions not asked]
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- Future work: [What needs investigation]
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#### Reconstruction
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- **Research Contribution**
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- [Main findings and their significance]
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- **Application to Practice**
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- 실무 적용: [How this informs real-world decisions]
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- 후속 연구: [Follow-up studies this enables]
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- 내 연구: [How this relates to my work]
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#### Discussion
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- **Key Findings**
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- [Most important results]
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- **Limitations**
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- [Validity threats and boundaries]
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#### Action Items
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- [ ] Replicate with [different population/setting]
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- [ ] Extend to [related phenomenon]
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- [ ] Address [limitation] in future study
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```
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## Usage Notes
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**Adapt the template:**
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- Not every section is needed for every document
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- Combine sections when appropriate
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- Add subsections for complex analysis
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- Use bullet points with bold headings for clear structure
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**Maintain consistency:**
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- Use same structure across similar documents
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- This enables easy comparison later
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- Makes it easier to find information
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**Be concise but complete:**
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- Each point should be specific and actionable
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- Avoid vague statements
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- Include enough context to understand later
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