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Concilium is a Coding & Development tool that orchestrates multiple LLMs to provide validated answers to coding prompts. It runs models in parallel, peer-reviews their outputs, and synthesizes a single, high-quality response.
About
Concilium is an open-source, local-first AI tool designed to solve the problem of inconsistent answers from different large language models (LLMs) for coding tasks. It allows users to send a single prompt to multiple agents like Claude, OpenAI, and OpenCode, which then run in parallel. The tool employs a three-stage consensus process: parallel execution, blind peer review by juror models, and synthesis by a chairman model. This approach ensures a validated, high-quality answer, combining the best aspects of each model's output. Available as a CLI and a desktop app for macOS and Linux, Concilium also offers built-in analytics for tracking token usage, costs, and model performance, all computed locally without data leaving the machine. A cloud version with team collaboration and API access is also planned.