alexandephilia

alexandephilia / clov-ai

Public

CLI proxy that reduces LLM token consumption by 65-90% when dealing with most of dev commands. It's built in Rust, zero dependencies

agentic-coding agentic-workflow ai ai-agent claude-code
17
1
100% credibility
Found Mar 06, 2026 at 17 stars -- GitGems finds repos before they trend. Get early access to the next one.
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AI Analysis
Rust
AI Summary

Clov compresses outputs from common coding commands to save 60-90% of tokens sent to AI assistants like Claude Code.

How It Works

1
👀 Discover clov

While chatting with your AI coding buddy, you notice it's using too many words and hitting limits fast.

2
📥 Get clov

Download and add clov to your computer in seconds with a simple installer.

3
🔗 Link to your AI buddy

Tell clov to quietly team up with your AI helper so it works automatically on every command.

4
⌨️ Use everyday commands

Type your usual instructions like listing files or checking changes, and clov makes them super short.

5
📊 See your savings

Check clov's report to watch tokens drop by 70% or more on each session.

🎉 AI sessions last longer

Your AI buddy now handles way more work without running out of words or costing extra.

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Star Growth

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AI-Generated Review

What is clov-ai?

Clov-ai is a Rust-built CLI proxy that intercepts common dev commands like git status, ls, cargo test, and pytest, then filters their verbose outputs to cut LLM token usage by 65-90% before feeding them into tools like Claude Code. It solves the bloat of raw CLI noise in AI coding sessions, where a single git diff or npm test can burn thousands of tokens. Users get compact summaries—think "3 modified, 1 untracked" instead of 50 lines—via simple clov git status.

Why is it gaining traction?

Its Claude Code hooks automatically rewrite commands (git status → clov git status) without context overhead, plus cli github copilot-style tracking via clov gain shows exact savings with graphs and history. Broad support for cli github actions, cli github repo ops, pytest, ruff, next build, and docker ps sets it apart from basic wrappers, with cli proxy ai smarts for json, logs, and env filters. Zero deps and cross-platform (cli github linux, ubuntu, windows) make it a drop-in for cli github token workflows.

Who should use this?

Backend devs grinding Rust/Go/Python tests, frontend teams running tsc or vitest in Claude sessions, or ops folks querying docker/kubectl/psql who hit token walls. Ideal for cli proxy api github users automating via cli github com packages or cli github manual deploys, especially if you're tracking clov ai stock in high-volume LLM chats.

Verdict

Worth trying for Claude Code heavyweights despite 15 stars and 1.0% credibility—solid README, install scripts for brew/curl/cargo, and benchmarks prove 80%+ savings. Early maturity means watch for edge cases, but hooks and clov gain make it a cli proxy plus for token-conscious devs.

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