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382 lines
12 KiB
Markdown
382 lines
12 KiB
Markdown
# @claude-flow/plugin-code-intelligence
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[](https://www.npmjs.com/package/@claude-flow/plugin-code-intelligence)
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[](https://www.npmjs.com/package/@claude-flow/plugin-code-intelligence)
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[](https://opensource.org/licenses/MIT)
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A comprehensive code intelligence plugin combining graph neural networks for code structure analysis with ultra-fast vector search for semantic code similarity. The plugin enables dead code detection, API surface analysis, refactoring impact prediction, and architectural drift monitoring while integrating seamlessly with existing IDE workflows.
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## Features
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- **Semantic Code Search**: Find semantically similar code across the codebase using natural language or code snippets
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- **Architecture Analysis**: Analyze dependency graphs, detect layer violations, circular dependencies, and architectural drift
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- **Refactoring Impact Prediction**: Predict the impact of proposed code changes using GNN analysis
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- **Module Splitting**: Suggest optimal module boundaries using MinCut algorithms
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- **Pattern Learning**: Learn recurring patterns from code changes using SONA (Self-Optimizing Neural Architecture)
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## Installation
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### npm
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```bash
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npm install @claude-flow/plugin-code-intelligence
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```
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### CLI
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```bash
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npx claude-flow plugins install --name @claude-flow/plugin-code-intelligence
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```
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## Quick Start
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```typescript
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import { CodeIntelligencePlugin } from '@claude-flow/plugin-code-intelligence';
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// Initialize the plugin
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const codeIntel = new CodeIntelligencePlugin({
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indexPath: './data/code-index',
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repoPath: './',
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languages: ['typescript', 'javascript']
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});
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// Semantic code search
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const results = await codeIntel.semanticSearch({
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query: 'function that validates user email',
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scope: { paths: ['src/'], excludeTests: true },
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searchType: 'semantic',
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topK: 10
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});
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// Analyze architecture
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const architecture = await codeIntel.architectureAnalyze({
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rootPath: './src',
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analysis: ['dependency_graph', 'circular_deps', 'dead_code'],
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outputFormat: 'mermaid'
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});
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// Predict refactoring impact
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const impact = await codeIntel.refactorImpact({
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changes: [
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{ file: 'src/utils/auth.ts', type: 'rename', details: { newName: 'authentication.ts' } }
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],
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depth: 3,
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includeTests: true
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});
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```
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## MCP Tools
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### 1. `code/semantic-search`
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Find semantically similar code across the codebase.
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```typescript
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const result = await mcp.invoke('code/semantic-search', {
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query: 'handle authentication token refresh',
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scope: {
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paths: ['src/'],
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languages: ['typescript'],
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excludeTests: false
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},
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searchType: 'semantic',
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topK: 10
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});
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// Returns:
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// {
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// results: [
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// {
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// file: 'src/auth/tokenManager.ts',
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// function: 'refreshAccessToken',
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// snippet: 'async function refreshAccessToken(refreshToken: string)...',
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// similarity: 0.94,
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// lineRange: [45, 72]
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// },
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// ...
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// ]
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// }
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```
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### 2. `code/architecture-analyze`
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Analyze codebase architecture using graph algorithms.
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```typescript
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const result = await mcp.invoke('code/architecture-analyze', {
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rootPath: './src',
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analysis: [
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'dependency_graph',
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'layer_violations',
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'circular_deps',
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'component_coupling',
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'dead_code'
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],
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baseline: 'main', // Git ref for drift comparison
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outputFormat: 'mermaid'
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});
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// Returns:
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// {
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// dependencyGraph: '...mermaid diagram...',
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// layerViolations: [
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// { from: 'presentation/UserForm', to: 'data/UserRepository', rule: 'no-direct-data-access' }
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// ],
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// circularDeps: [
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// ['moduleA', 'moduleB', 'moduleC', 'moduleA']
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// ],
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// deadCode: [
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// { file: 'src/utils/legacy.ts', reason: 'no-references', confidence: 0.95 }
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// ],
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// architecturalDrift: {
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// newDependencies: 5,
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// removedDependencies: 2,
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// couplingChange: +0.03
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// }
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// }
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```
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### 3. `code/refactor-impact`
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Predict impact of proposed refactoring.
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```typescript
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const result = await mcp.invoke('code/refactor-impact', {
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changes: [
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{ file: 'src/services/UserService.ts', type: 'extract', details: { method: 'validateUser' } },
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{ file: 'src/models/User.ts', type: 'rename', details: { property: 'name', to: 'fullName' } }
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],
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depth: 3,
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includeTests: true
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});
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// Returns:
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// {
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// impactedFiles: [
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// { file: 'src/controllers/AuthController.ts', changes: ['import path', 'method call'] },
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// { file: 'src/services/AdminService.ts', changes: ['method call'] },
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// { file: 'tests/UserService.test.ts', changes: ['test assertions'] }
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// ],
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// totalFilesAffected: 12,
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// riskScore: 0.35,
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// breakingChanges: [
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// { type: 'property-rename', description: 'User.name -> User.fullName', usages: 45 }
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// ],
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// suggestedMigrationSteps: [...]
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// }
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```
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### 4. `code/split-suggest`
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Suggest optimal module boundaries using MinCut.
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```typescript
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const result = await mcp.invoke('code/split-suggest', {
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targetPath: './src/monolith',
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strategy: 'minimize_coupling',
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constraints: {
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maxModuleSize: 5000, // LOC
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minModuleSize: 500,
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preserveBoundaries: ['src/monolith/core']
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},
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targetModules: 4
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});
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// Returns:
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// {
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// suggestedModules: [
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// {
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// name: 'user-management',
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// files: ['User.ts', 'UserService.ts', 'UserRepository.ts'],
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// loc: 2340,
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// externalDependencies: 3
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// },
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// {
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// name: 'order-processing',
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// files: ['Order.ts', 'OrderService.ts', 'PaymentHandler.ts'],
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// loc: 3120,
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// externalDependencies: 5
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// },
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// ...
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// ],
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// couplingReduction: '45%',
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// migrationComplexity: 'medium'
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// }
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```
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### 5. `code/learn-patterns`
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Learn code patterns from repository history.
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```typescript
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const result = await mcp.invoke('code/learn-patterns', {
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scope: {
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gitRange: 'HEAD~100..HEAD',
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authors: [], // All authors
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paths: ['src/']
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},
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patternTypes: ['bug_patterns', 'refactor_patterns'],
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minOccurrences: 3
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});
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// Returns:
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// {
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// patterns: [
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// {
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// type: 'bug_pattern',
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// name: 'null-check-before-access',
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// occurrences: 12,
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// description: 'Adding null checks before property access',
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// example: { before: 'user.name', after: 'user?.name' }
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// },
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// {
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// type: 'refactor_pattern',
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// name: 'async-await-migration',
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// occurrences: 8,
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// description: 'Converting Promise.then chains to async/await'
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// }
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// ]
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// }
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```
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## Configuration Options
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```typescript
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interface CodeIntelligenceConfig {
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// Indexing
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indexPath: string; // Path to code index storage
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repoPath: string; // Repository root path
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// Language support
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languages: string[]; // Languages to index
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excludePaths: string[]; // Paths to exclude
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// Performance
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maxMemoryMB: number; // WASM memory limit (default: 1024)
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maxCpuTimeSeconds: number; // Operation timeout (default: 300)
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incrementalIndexing: boolean; // Enable incremental updates (default: true)
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// Security
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blockSensitiveFiles: boolean; // Block .env, credentials, etc. (default: true)
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maskSecrets: boolean; // Mask detected secrets in results (default: true)
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}
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```
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## Supported Languages
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| Tier | Languages | Support Level |
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|------|-----------|---------------|
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| Tier 1 (Full) | TypeScript, JavaScript, React, Vue, Angular | Complete AST analysis |
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| Tier 2 (Partial) | Python, Java, Ruby, PHP | Core analysis features |
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| Tier 3 (Basic) | Rust, Go, C++, Swift, Kotlin | Dependency and search |
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## Security Considerations
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### Path Traversal Prevention
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All file paths are validated to prevent directory traversal:
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- Paths normalized and resolved against allowed root
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- Blocked patterns: `.env`, `.git/config`, credentials, secrets, private keys
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### Secret Detection and Masking
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Secrets are automatically detected and masked in search results:
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- API keys and tokens
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- Private keys and certificates
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- Password strings
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- Cloud provider credentials (AWS, GCP, Azure)
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### WASM Security Constraints
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| Constraint | Value | Rationale |
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|------------|-------|-----------|
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| Memory Limit | 1GB max | Handle large codebases |
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| CPU Time Limit | 300 seconds | Allow full repo analysis |
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| No Network Access | Enforced | Prevent code exfiltration |
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| No Shell Execution | Enforced | Prevent command injection |
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| Read-Only Mode | Enforced | Prevent code modification |
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### Input Validation
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All inputs are validated using Zod schemas:
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```typescript
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// All inputs validated:
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- Query strings: 1-5000 characters
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- File paths: Maximum 500 characters, max 100 paths per request
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- Languages: Maximum 20 languages per request
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- topK: 1-1000 results
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- Git refs: Validated against safe patterns (no shell metacharacters)
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- Module size limits: 100-100000 LOC
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```
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### Rate Limiting
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```typescript
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const rateLimits = {
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'code/semantic-search': { requestsPerMinute: 60, maxConcurrent: 5 },
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'code/architecture-analyze': { requestsPerMinute: 10, maxConcurrent: 2 },
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'code/refactor-impact': { requestsPerMinute: 20, maxConcurrent: 3 },
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'code/split-suggest': { requestsPerMinute: 5, maxConcurrent: 1 },
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'code/learn-patterns': { requestsPerMinute: 5, maxConcurrent: 1 }
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};
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```
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## Performance
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| Metric | Target |
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|
|--------|--------|
|
|
| Semantic code search | <100ms for 1M LOC |
|
|
| Architecture analysis | <10s for 100K LOC |
|
|
| Refactor impact | <5s for single change |
|
|
| Module splitting | <30s for 50K LOC |
|
|
| Pattern learning | <2min for 1000 commits |
|
|
|
|
## IDE Integration
|
|
|
|
- **VS Code Extension**: Real-time analysis and suggestions
|
|
- **JetBrains Plugin**: IntelliJ, WebStorm, PyCharm support
|
|
- **CLI**: CI/CD pipeline integration
|
|
- **MCP**: Direct Claude Code integration
|
|
|
|
## Dependencies
|
|
|
|
- `micro-hnsw-wasm`: Semantic code search and clone detection (150x faster)
|
|
- `ruvector-gnn-wasm`: Code dependency graphs, call graphs, and control flow analysis
|
|
- `ruvector-mincut-wasm`: Module boundary detection and optimal code splitting
|
|
- `sona`: Self-optimizing learning from code review patterns
|
|
- `ruvector-dag-wasm`: Build dependency analysis and incremental compilation
|
|
- `@babel/parser`: JavaScript/TypeScript AST parsing
|
|
- `typescript`: TypeScript compiler API
|
|
|
|
## Related Plugins
|
|
|
|
| Plugin | Description | Use Case |
|
|
|--------|-------------|----------|
|
|
| [@claude-flow/plugin-test-intelligence](../test-intelligence) | Test optimization | Predictive test selection based on code changes |
|
|
| [@claude-flow/plugin-perf-optimizer](../perf-optimizer) | Performance optimization | Code performance bottleneck detection |
|
|
| [@claude-flow/plugin-legal-contracts](../legal-contracts) | Contract analysis | Software licensing compliance |
|
|
|
|
## License
|
|
|
|
MIT License
|
|
|
|
Copyright (c) 2026 Claude Flow
|
|
|
|
Permission is hereby granted, free of charge, to any person obtaining a copy
|
|
of this software and associated documentation files (the "Software"), to deal
|
|
in the Software without restriction, including without limitation the rights
|
|
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
|
|
copies of the Software, and to permit persons to whom the Software is
|
|
furnished to do so, subject to the following conditions:
|
|
|
|
The above copyright notice and this permission notice shall be included in all
|
|
copies or substantial portions of the Software.
|
|
|
|
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
|
|
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
|
|
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
|
|
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
|
|
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
|
|
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
|
|
SOFTWARE.
|