About CCHarness
CCHarness is a desktop application for working with multiple AI models in one chat workbench. It provides several modes for different types of work, including agent tasks, planning, goal tracking, deep reasoning, review, image generation, and custom state machines. It also supports collaboration among multiple agents through comparison and group-chat workflows. The application includes long-term memory based on vector search, automatic reflection, and a metric for tracking prefix-cache hits. A collection of built-in tools, Model Context Protocol support, skills, guardrails, and multimodal input extend the workbench beyond basic text chat. It can connect to several model providers and compatible endpoints, and encrypts API keys using the operating system's security facilities. CCHarness is intended for people who want to combine different AI workflows and models in one desktop environment. Its modes, tools, and agent collaboration support both interactive sessions and more structured tasks, while its provider connections give users flexibility over the models they use.
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