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Graphify Ships Knowledge Graph Skill for 15+ AI Coding Assistants — Turn Any Codebase Into Queryable Graph With 71x Token Reduction
safishamsi/graphify is an AI coding assistant skill that combines Tree-sitter static analysis with LLM-driven semantic extraction to turn any codebase — including SQL schemas, R scripts, shell scripts, docs, papers, and images — into a queryable knowledge graph using NetworkX + Leiden clustering. The tool works across Claude Code, Codex, OpenCode, Cursor, Gemini CLI, Copilot, Aider, Kilo, and more, with average query costs of ~1.7K tokens versus ~123K naive (71.5x reduction). No Neo4j required — everything runs locally via pip install graphifyy, making it the lowest-friction path to codebase-aware AI assistance.
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