Dubibubii

Dubibubii / usage-limit-reducer

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A Claude Code skill that stops you from burning through your usage limit.

www.youtube.com@Dubibubii
41
8
100% credibility
Found Apr 21, 2026 at 41 stars -- GitGems finds repos before they trend. Get early access to the next one.
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AI Analysis
Python
AI Summary

A helper skill for Claude Code users that analyzes local usage logs to generate reports and suggest personalized ways to reduce token consumption.

How It Works

1
⚠️ Hit Your Limit

You're working with your AI coding buddy and it warns you're running low on usage turns.

2
📥 Grab the Helper

Download the simple token-saving tool and place its files in your AI tool's skills folder.

3
🔄 Restart and Spot It

Restart your AI coding tool, and the new helper appears in your skills list.

4
💬 Call for Advice

Type a phrase like 'save tokens' or use the helper directly to get instant insights.

5
📊 See Your Usage Breakdown

It checks your recent work, shows a clear report on token use, and picks the best tips for you.

6
✅ Apply Smart Fixes

Follow its simple suggestions like shortening chats or picking lighter modes to stretch your usage.

🎉 Work Smarter, Longer

Now your sessions last longer, you save resources, and keep coding without interruptions.

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Star Growth

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AI-Generated Review

What is usage-limit-reducer?

This Python-based Claude Code skill analyzes your local logs to reveal where tokens are going in Claude Code CLI or desktop sessions, showing breakdowns by model, project, and day—including cache hits and estimated API pricing. It solves the common issue of burning through usage limits, since Claude re-reads full conversation history each turn, often wasting 98% of tokens on context. Users get instant diagnostics, targeted advice from 11 proven rules, and suggestions like /compact, /clear, or switching to claude-haiku-4-5, all without leaving your machine.

Why is it gaining traction?

Unlike generic monitors, it auto-triggers in Claude Code on phrases like "hit my limit" or "save tokens," delivering 2-4 relevant rules with concrete next steps, plus a standalone CLI for quick reports via commands like --days 7 or --project myrepo. Developers notice real savings from local-only analysis—no network calls—and heuristics flagging issues like low cache hits or heavy Opus usage. The free claude code install via git clone to your skills folder makes it dead simple to try.

Who should use this?

Claude Code power users on Pro/Max plans hitting daily caps during long coding sessions. Backend devs chaining complex refactors in one chat, frontend teams batching UI tweaks, or anyone optimizing claude code pricing by mixing Haiku for edits and Opus for heavy lifts. Ideal if you're integrating Claude GitHub skills or MCPs and want to avoid burning tokens on history.

Verdict

Grab it if you're deep into Claude Code—solid docs, full test coverage, and actionable output make it useful today despite 41 stars and 1.0% credibility score signaling early maturity. Install, run a report, and watch your usage drop; skip if you're casual or on web-only claude.ai.

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