The latest articles on DEV Community by Himanshu Sharma (@himanshu_hax). https://dev.to/himanshu_hax https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F3908344%2F8af46ba7-2835-4b37-a93c-1cc173b92785.jpg https://dev.to/himanshu_hax en Himanshu Sharma Sat, 02 May 2026 02:33:04 +0000 https://dev.to/himanshu_hax/i-built-governor-to-reduce-claude-code-token-and-context-waste-15gi https://dev.to/himanshu_hax/i-built-governor-to-reduce-claude-code-token-and-context-waste-15gi <p>I built <strong>Governor</strong>, a Claude Code plugin for people who hit Max-plan limits during long coding sessions.</p> <p>Most token-saving tools focus on making the assistant’s replies shorter. That helps, but in real Claude Code sessions the bigger waste often comes from somewhere else:</p> <ul> <li>huge <code>CLAUDE.md</code> and project memory files</li> <li>noisy test/build logs flooding context</li> <li>vague prompts that trigger broad repo scans</li> <li>repeated failed fixes</li> <li>scope drift during long tasks</li> </ul> <p>Governor tries to solve those problems directly.</p> <h2> What it does </h2> <p>Governor adds:</p> <ul> <li>compact professional response mode</li> <li>safe <code>CLAUDE.md</code> compression</li> <li>protected-span validation for code, paths, commands, warnings, URLs, and env vars</li> <li>Bash/test/log output filtering</li> <li>local usage telemetry</li> <li>optional planning and drift guardrails</li> <li>rule snippets for Codex, Cursor, Gemini, Windsurf, and Cline</li> </ul> <p>The goal is not to make Claude talk in a meme style. The goal is serious context hygiene: keep the agent useful, but stop it from burning quota on avoidable noise.</p> <h2> Why I built it </h2> <p>Long-context coding agents are powerful, but they make it easy to waste context.</p> <p>A single noisy test command can dump thousands of useless tokens into the session. A bloated memory file gets loaded again and again. A vague prompt like “fix everything” can turn into broad scanning, over-editing, and retry loops.</p> <p>Governor acts more like a usage governor than a style plugin. It helps measure where quota is going, reduce recurring context, and keep broad tasks from drifting.</p> <h2> Benchmarks </h2> <p>Small local smoke benchmarks:</p> <div class="table-wrapper-paragraph"><table> <thead> <tr> <th>Area</th> <th>Result</th> </tr> </thead> <tbody> <tr> <td>Output tokens vs control</td> <td>~55% saved</td> </tr> <tr> <td>Memory compression</td> <td>~55% saved</td> </tr> <tr> <td>Synthetic noisy pytest output filtered</td> <td>~96% blocked</td> </tr> </tbody> </table></div> <p>These are not universal claims. Governor reports measured local savings instead of fixed magic percentages.</p> <h2> Try it </h2> <p>GitHub:</p> <p><a href="https://github.com/0xhimanshu/governor" rel="noopener noreferrer">https://github.com/0xhimanshu/governor</a></p> <p>If you use Claude Code heavily and hit usage limits, I’d love feedback from real long-session users.</p> ai opensource productivity claude