 | https://github.com/nesaminua/claude-code-lsp-enforcement-kit Saving tokens with Claude Code. Tested for a week. Works 100%. The whole thing is genuinely simple: swap Grep-based file search for LSP. Breaking down what that even means LSP (Language Server Protocol) is the tech your IDE uses for "Go to Definition" and "Find References" — exact answers instead of text search. The problem: Claude Code searches through code via Grep. Finds 20+ matches, then reads 3–5 files essentially at random. Every extra file = 1,500–2,500 tokens of context gone. LSP returns a precise answer in ~600 tokens instead of ~6,500. Its really works! One thing: make sure Claude Code is on the latest version — older ones handle hooks poorly. [link] [comments] |
Hooks that force Claude Code to use LSP instead of Grep for code navigation. Saves ~80% tokens
Reddit r/LocalLLaMA / 4/15/2026
💬 OpinionDeveloper Stack & InfrastructureSignals & Early TrendsTools & Practical Usage
Key Points
- The post introduces the “claude-code-lsp-enforcement-kit,” a set of hooks that force Claude Code to use LSP (Language Server Protocol) for code navigation rather than Grep-based searching.
- It claims this swap significantly reduces context usage by fetching precise LSP results (about ~600 tokens) instead of Grep matches that lead to reading many files (about ~6,500 tokens).
- The author reports testing for a week with “100%” effectiveness and suggests the approach is genuinely simple to apply.
- A key practical requirement is using the latest version of Claude Code, since older versions may handle the hooks incorrectly.
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