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Code Clone Assistant
ASecurityDetects and refactors code duplication using PMD CPD. Use when identifying code clones, addressing DRY violations, or refactoring duplicate code across repositories.
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- Added September 27, 2026
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100/100Pro scans all 5 files and shows the line behind each finding
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[](https://www.skillsdirectory.com/skills/david-li0406-code-clone-assistant)---
name: code-clone-assistant
description: Detects and refactors code duplication using PMD CPD. Use when identifying code clones, addressing DRY violations, or refactoring duplicate code across repositories.
allowed-tools: Read, Grep, Bash, Edit, Write
---
# Code Clone Assistant
Detect code clones and guide refactoring using PMD CPD (exact duplicates) + Semgrep (patterns).
## Tools
- **PMD CPD v7.17.0+**: Exact duplicate detection
- **Semgrep v1.140.0+**: Pattern-based detection
**Tested**: October 2025 - 30 violations detected across 3 sample files
**Coverage**: ~3x more violations than using either tool alone
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## When to Use
Triggers: "find duplicate code", "DRY violations", "refactor similar code", "detect code duplication", "similar validation logic", "repeated patterns", "copy-paste code", "exact duplicates"
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## Why Two Tools?
PMD CPD and Semgrep detect different clone types:
| Aspect | PMD CPD | Semgrep |
|--------------|----------------------------------|----------------------------------|
| **Detects** | Exact copy-paste duplicates | Similar patterns with variations |
| **Scope** | Across files ✅ | Within/across files (Pro only) |
| **Matching** | Token-based (ignores formatting) | Pattern-based (AST matching) |
| **Rules** | ❌ No custom rules | ✅ Custom rules |
**Result**: Using both finds ~3x more DRY violations.
### Clone Types
| Type | Description | PMD CPD | Semgrep |
|--------|---------------------------------|----------------|------------|
| Type-1 | Exact copies | ✅ Default | ✅ |
| Type-2 | Renamed identifiers | ✅ `--ignore-*` | ✅ |
| Type-3 | Near-miss with variations | ⚠️ Partial | ✅ Patterns |
| Type-4 | Semantic clones (same behavior) | ❌ | ❌ |
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## Quick Start Workflow
```bash
# Step 1: Detect exact duplicates (PMD CPD)
pmd cpd -d . -l python --minimum-tokens 20 -f markdown > pmd-results.md
# Step 2: Detect pattern violations (Semgrep)
semgrep --config=clone-rules.yaml --sarif --quiet > semgrep-results.sarif
# Step 3: Analyze combined results (Claude Code)
# Parse both outputs, prioritize by severity
# Step 4: Refactor (Claude Code with user approval)
# Extract shared functions, consolidate patterns, verify tests
```
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## Reference Documentation
For detailed information, see:
- [Detection Commands](./references/detection-commands.md) - PMD CPD and Semgrep command details
- [Complete Workflow](./references/complete-workflow.md) - Detection, analysis, and presentation phases
- [Refactoring Strategies](./references/refactoring-strategies.md) - Approaches for addressing violations
Files in this skill
- SKILL.md
- clone-rules.yaml
- references/complete-workflow.md
- references/detection-commands.md
- references/refactoring-strategies.md
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