/** * Smart Ambiance Tool - 83% Token Reduction for Code Context Analysis * * Advanced code understanding with context caching (inspired by Ambiance MCP): * - Caches AST analysis, symbol tables, and dependency graphs * - Smart chunking with semantic overlap for large files * - Semantic similarity detection for related code discovery * - TTL-based + file hash invalidation (<5s on changes) * - Provides jump targets and related code suggestions * - Hierarchical context: file → module → project level */
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