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Merge pull request #67 from lufftw/review/pattern-union-find
review(union_find): Pattern quality review - Tier 2 assessment
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docs/patterns/union_find/templates.md

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## 7. Pattern Comparison
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### 7.1 Union-Find vs DFS/BFS for Connectivity
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## 8. Decision Framework
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### 8.1 Quick Reference Decision Tree
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## 9. Code Templates Summary
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### 9.1 Template 1: Basic Union-Find Class

docs/reviews/pattern-review-log.md

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| tree | Tier 2 | 2025-01-07 | 0/0/1/0 | Reviewed |
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| tree_dp | Pending | - | - | Queued |
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| trie | Pending | - | - | Queued |
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| union_find | Pending | - | - | Queued |
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| union_find | Tier 2 | 2025-01-07 | 0/0/1/0 | Reviewed |
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**Legend**: C=Critical, M=Major, m=Minor, n=Nit
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## Union-Find Review - 2025-01-07
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### Files Reviewed
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- `docs/patterns/union_find/templates.md` (1107 lines)
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- `docs/patterns/union_find/intuition.md` (215 lines)
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### Reference Standards
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- Gold Standard: `sliding_window/templates.md`
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- Ontology Entry: `UnionFindConnectivity` from `ontology/api_kernels.toml`
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### Findings
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#### [UF-001]: Duplicate Section Separators
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| Field | Value |
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|-------|-------|
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| **Category** | Engineering |
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| **Severity** | Minor |
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| **Location** | `docs/patterns/union_find/templates.md:778-780, 863-865, 956-958` |
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| **Issue** | Double `---` separators appear between sections 6-7, 7-8, and 8-9, creating visual inconsistency. |
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| **Why It Matters** | Cosmetic issue affecting document consistency. Does not impact functionality. |
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| **Decision** | Fix |
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| **Resolution** | Removed duplicate separators (3 locations). |
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### Positive Observations (Not Issues)
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| Aspect | Assessment |
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|--------|------------|
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| **API Kernel Header** |`UnionFindConnectivity` with clear core mechanism description |
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| **Core Concepts** | ✅ Comprehensive Section 1: data structure, path compression, union by rank, O(α(n)) analysis |
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| **Pattern Variants** | ✅ 5 variants: Components, Cycle Detection, Equivalence Grouping, Network Connectivity, Constraint Satisfaction |
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| **Code Templates Summary** | ✅ Section 9 at end with 5 templates (Basic, Inline, Size-tracking, Cycle Detection, Constraints) |
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| **Decision Framework** | ✅ ASCII decision tree (Section 8) with feature selection guide |
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| **Visual Representations** | ✅ Excellent tree diagrams showing path compression and union by rank |
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| **Union-Find vs DFS** | ✅ Clear comparison table with use-case guidance |
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| **Index Mapping Patterns** | ✅ Section 8.4 covers 1-indexed, char indices, string mapping, grid coordinates |
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| **Intuition Quality** | ✅ 4 mental models: Forest View, Path Compression, Union by Rank, Cycle Detection |
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| **Common Pitfalls** | ✅ 3 pitfalls: no path compression, wrong index range, processing order |
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| **Practice Progression** | ✅ Level 1-4 problem sequence |
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### Summary
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| Category | Critical | Major | Minor | Nit | Total |
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|----------|----------|-------|-------|-----|-------|
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| Concept | 0 | 0 | 0 | 0 | 0 |
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| Explanation | 0 | 0 | 0 | 0 | 0 |
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| Engineering | 0 | 0 | 1 | 0 | 1 |
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| **Total** | 0 | 0 | 1 | 0 | **1** |
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### Tier Assessment
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- **Previous Tier**: Pending
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- **New Tier**: Tier 2 (Silver)
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- **Rationale**: Comprehensive Union-Find coverage with excellent visual diagrams explaining path compression and union by rank. The O(α(n)) complexity analysis is well-presented. Strong intuition.md with 4 mental models. The index mapping patterns section (8.4) is particularly useful for handling different input formats. Minor cosmetic issue with duplicate separators.
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### Action Items
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- [x] Fix duplicate section separators (3 locations)
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---
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*Pattern Review Log - NeetCode Practice Framework*

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