This is the Windows app named claude-token-efficient whose latest release can be downloaded as claude-token-efficientsourcecode.zip. It can be run online in the free hosting provider OnWorks for workstations.
Download and run online this app named claude-token-efficient with OnWorks for free.
Follow these instructions in order to run this app:
- 1. Downloaded this application in your PC.
- 2. Enter in our file manager https://www.onworks.net/myfiles.php?username=XXXXX with the username that you want.
- 3. Upload this application in such filemanager.
- 4. Start any OS OnWorks online emulator from this website, but better Windows online emulator.
- 5. From the OnWorks Windows OS you have just started, goto our file manager https://www.onworks.net/myfiles.php?username=XXXXX with the username that you want.
- 6. Download the application and install it.
- 7. Download Wine from your Linux distributions software repositories. Once installed, you can then double-click the app to run them with Wine. You can also try PlayOnLinux, a fancy interface over Wine that will help you install popular Windows programs and games.
Wine is a way to run Windows software on Linux, but with no Windows required. Wine is an open-source Windows compatibility layer that can run Windows programs directly on any Linux desktop. Essentially, Wine is trying to re-implement enough of Windows from scratch so that it can run all those Windows applications without actually needing Windows.
SCREENSHOTS
Ad
claude-token-efficient
DESCRIPTION
claude-token-efficient is a lightweight configuration-based optimization project designed to reduce the verbosity and token usage of Claude-powered coding workflows through a structured instruction file. Instead of modifying model architecture or APIs, it uses a drop-in CLAUDE.md file that constrains how the model responds, enforcing concise output and eliminating unnecessary phrasing patterns. The approach focuses on removing redundant explanations, overly polite language, and repeated context, which are common contributors to excessive token consumption in AI-generated responses. It is particularly useful in high-volume or agent-based workflows where output tokens accumulate quickly and significantly impact cost and latency. The system works best in iterative or automation-heavy environments where consistent formatting and brevity are more valuable than exploratory reasoning.
Features
- Drop-in CLAUDE.md configuration for immediate use
- Reduction of verbose and redundant model outputs
- Enforcement of concise and structured responses
- Optimization of token usage in high-volume workflows
- Compatibility with existing Claude-based environments
- Focus on cost and latency efficiency improvements
Categories
This is an application that can also be fetched from https://sourceforge.net/projects/claude-token-efficient.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.
