STK

Turns oversized file reads into line-numbered outlines for AI coding agents

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STK is a single Rust binary for Claude Code and Codex that turns oversized file reads into line-numbered outlines, so an AI coding agent spends far fewer tokens understanding a large file's structure before focusing on specific lines. It's built for developers who work in large codebases and want to reduce token spend on AI coding agent context.

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Problem & pain-point mapping
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What it's a strong alternative to
Trust & credibility signals

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