Cognitive Defrag: Browser-Based Tool Scores Clarity of Task Descriptions Locally

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A developer has released Cognitive Defrag, a free, browser-based tool designed to evaluate the structural clarity of written tasks, job descriptions, and project requirements before they are acted upon or fed into AI systems. The tool runs entirely locally, sending no user data to external servers, and produces a "chaos density index" by scanning text against a three-dimensional logic framework covering intent, resources, and available tools. It is aimed at freelancers, managers, and engineers who want an objective check on whether a brief or instruction is clearly formulated. No installation is required, and a live demo is available on GitHub Pages. The project is intentionally built without an AI backend, as the author argues that restoring logical structure in text requires human judgment rather than automated processing.

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