claude-token-optimizer  by nadimtuhin

LLM context optimization framework

Created 6 months ago
430 stars

Top 68.5% on SourcePulse

GitHubView on GitHub
Project Summary

<2-3 sentences summarising what the project addresses and solves, the target audience, and the benefit.> This project addresses the significant token consumption in Claude Code by optimizing documentation and context loading. It enables developers to reduce token usage by up to 90%, freeing up Claude's context window for actual code and tasks. The solution targets users of Claude Code seeking to improve efficiency and reduce costs associated with large context windows.

How It Works

The optimizer restructures project context into a minimal set of essential Markdown files loaded at session start (e.g., CLAUDE.md, COMMON_MISTAKES.md, QUICK_START.md, ARCHITECTURE_MAP.md), drastically cutting initial token load. Other resources like task history, old sessions, and topic-specific learnings are stored separately and loaded only on explicit user request, incurring zero token cost until accessed. This contrasts with Claude's default behavior of loading all available documentation upfront.

Quick Start & Requirements

  • Install: Execute curl -fsSL https://raw.githubusercontent.com/nadimtuhin/claude-token-optimizer/main/init.sh | bash in your project root.
  • Prerequisites: Bash, curl.
  • Setup Time: Approximately 2 minutes.
  • Documentation: Primary details are within the repository's README.

Highlighted Details

  • Achieves typical token reductions of 83-87%, with a claimed 90% saving (e.g., 11,000 to 1,300 tokens).
  • Offers framework-specific setup patterns for 9 popular frameworks (Express.js, Next.js, Vue.js, Nuxt.js, Angular, Django, Rails, NestJS, Laravel), detailing common mistakes and best practices.
  • A universal structure is provided, compatible with any language or framework, with specific patterns being optional.
  • Maintenance involves updating critical bug documentation and daily command references.

Maintenance & Community

The project encourages contributions, particularly for adding support for new frameworks (e.g., Flask, Spring Boot, Go, Rust). Users are directed to CONTRIBUTING.md for details. Community interaction is facilitated through GitHub issues and discussions. No specific community channels like Discord or Slack are listed.

Licensing & Compatibility

  • License: MIT.
  • Compatibility: Permissive MIT license allows unrestricted use, including commercial applications and integration with closed-source projects.

Limitations & Caveats

The effectiveness hinges on diligent user maintenance of key documentation files (COMMON_MISTAKES.md, QUICK_START.md). While a universal structure exists, highly specialized or uncommon project setups might require manual adaptation beyond the provided framework patterns. The project appears to be primarily driven by its author, with community contributions being a secondary growth vector.

Health Check
Last Commit

18 hours ago

Responsiveness

Inactive

Pull Requests (30d)
8
Issues (30d)
0
Star History
145 stars in the last 30 days

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