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szr

szr is a Go-native CLI proxy that reduces noisy terminal output before it reaches an LLM context.

It keeps the useful signal, preserves the wrapped command's exit code, and helps you spend fewer tokens on logs, diffs, and test output.

What it does

  • wraps the commands you already run
  • rewrites supported tools into more compact machine-friendly output when possible
  • summarizes noisy output without hiding the important anchors
  • records local history so you can inspect token savings over time

Install

Install the CLI with Go:

go install github.com/devr-tools/szr/cmd/szr@latest
szr self doctor

Or build from a local checkout:

make build
./bin/szr self install
szr self doctor

Homebrew install via tap:

brew install devr-tools/tap/szr
szr self doctor

Main commands

Run your normal commands through szr:

szr git status
szr git diff
szr go test ./...
szr find . --name "*.py"

AI tool support

AI bootstrap targets:

Tool Install command Uninstall command Description
Codex szr install codex szr uninstall codex Writes ~/.codex/szr.md (or $CODEX_HOME/szr.md) and patches the repo AGENTS.md to reference it.
Claude Code szr install claude-code szr uninstall claude-code Installs ~/.claude/szr.md, a Claude hook script, and a settings.json hook registration.
Cursor szr install cursor szr uninstall cursor Installs ~/.cursor/hooks.json plus a preToolUse hook script under ~/.cursor/hooks/.
Gemini szr install gemini szr uninstall gemini Installs ~/.gemini/settings.json BeforeTool registration plus a hook script under ~/.gemini/hooks/.

Integration surface

External agents, hooks, and plugins can call szr rewrite --json to reuse the same shell-routing policy that powers the built-in Claude, Cursor, and Gemini integrations.

Example:

szr rewrite --json --command 'git diff HEAD~1..HEAD --stat | tail -30'

Example response:

{
  "command": "git diff HEAD~1..HEAD --stat | tail -30",
  "rewrite": "szr proxy git diff HEAD~1..HEAD --stat | tail -30",
  "hint": "szr git diff ... --stat or szr proxy git diff ... -- path/to/file | head -200",
  "reason": "wrap noisy producer inside shell pipeline",
  "auto_rewrite": true,
  "wrap_mode": "proxy",
  "producer_only": true,
  "already_routed": false
}

Use this surface when you want to:

  • apply the same routing logic from custom Codex tooling or future plugins
  • distinguish between safe auto-rewrites and hint-only guidance
  • avoid re-encoding git diff, grep, find, and pipeline policy in multiple places

Upcoming features

  • stronger command recommendations based on real usage history and low-savings hotspots
  • deeper repository-aware noise filtering for generated files, vendor trees, and build output
  • more stable agent-facing output for long-running automated workflows
  • broader reducer coverage and better fallback handling for noisy real-world commands

Command reference

Command Description
szr git status Run common Git commands through szr with reduced output.
szr go test ./... Compress noisy test output while preserving failures and anchors.
szr find <path> --name "*.py" Find files or directories with repo-noise suppression and a bounded match summary.
szr grep <pattern> <path> Group search matches by file via ripgrep-backed summaries with conservative repo-noise excludes.
szr run /usr/bin/grep ... Preserve exact grep semantics while still routing output through szr.
szr rewrite --json --command '<cmd>' Return the shared shell-routing decision for external agents and integrations.
szr spread Show token savings, usage patterns, and hotspot summaries.
szr spread --history Inspect savings history across recent commands.
szr doctor [--json] Check runtime diagnostics and local history health.
szr self doctor [--json] Check install state, PATH, config, cache, and version details.
szr settings Open the interactive settings menu for update checks, auto update, and other local preferences.
szr tee --latest Inspect the latest preserved full-output artifact.
szr explain go test ./... Show the matched profile, budget, and rewrite decisions for a command.
szr commands Show the full command catalog for power users and agents.
szr profiles List built-in reducer profiles.

Reasoning budget modes:

  • standard: balanced for human readability
  • agent: tighter defaults for agent loops
  • aggressive: smallest previews for spread-heavy workflows, including terser git diff summaries

Update notices

  • Interactive shells: szr can print update notices on stderr when update checks are enabled.
  • Agent or non-interactive tool runs: inline update notices are suppressed to keep tool output stable.
  • Hosts can poll szr doctor --json or szr self doctor --json and render their own user-facing notification with the returned update object.
  • Opt-in auto update is available for recognized Homebrew or go install installs:
{
  "update_check": {
    "enabled": true,
    "interval_hours": 24,
    "auto_update": true
  }
}

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Go-native cli proxy that reduces token usage

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