Graphify-Labs has released graphify, an open-source tool that converts entire codebases into structured knowledge graphs to reduce AI token consumption by up to 71.5x. The tool uses tree-sitter for lo…
A developer proposed a layered wiki pattern on top of the open-source tool graphify, which turns codebases into queryable knowledge graphs. The design suggests colocating scoped graphs and wikis withi…
DeepFork is a new agent skill that reverse-engineers any open-source repository into a clean-room rebuild blueprint, allowing developers to reimplement tools in their own stack without copying code. I…
A developer introduced DeepFork, a five-phase Claude Code skill that reverse-engineers open-source repositories to extract design intent rather than code. The tool uses an AST-based knowledge graph to…
A developer has created a CLAUDE.md snippet that enforces a "graphify-first, grep-last" workflow for all cross-module exploration, requiring Claude Code to use graphify's query, path, explain, and wik…
To dramatically improve AI coding assistants by using the Model Context Protocol (MCP) to create knowledge graphs of codebases. Instead of having the AI read every file from scratch for each query—whi…