CLAUDE CODE + CODEX · LOCAL TOTALS

STANDBY

0EST. TOKENS AVOIDED

Waiting for a published snapshot.

CLAMPS0

REPEAT READS0

BYTES AVOIDED0

EST. TOKENS0

SNAPSHOT—

Get STK on GitHub ▸

MIT · One Rust binary · install ↓

Gross estimate: bytes avoided ÷ 4. Follow-up reads and overhead are excluded. Methodology ↗

STK

Claude Code + Codex

STK turns large file reads into line-numbered outlines
Your agent fetches the parts it needs

Install

git clone https://github.com/ryanportfolio/STK.git
cd STK
cargo install --path .
stk init --auto

Requires Rust. Setup detects installed clients, preserves other settings, and creates backups. In Codex, open /hooks to review and trust STK. Start a new session after setup.

Configuration and commands ↗

Reads

Supported file reads
Client	Intercepts	Follow-up
Claude Code	Native `Read`	`Read` with offset and limit
Codex	Simple `cat`, `Get-Content`, `rtk read` commands	`stk read` with offset and limit

Default threshold: 16 KiB. Small files, scoped reads, binaries, and unsupported commands pass through. Repeat-read suppression applies to Claude Code only.