continuityguard-cli is an open-source CLI and library that evaluates AI-generated short-drama video clips for character consistency and physics plausibility. It operates fully offline and is intended for creators and researchers working with AI video generation.
In the LLM eval & observability space, continuityguard-cli takes a focused approach. It focuses on detecting character consistency drift and physics issues in AI-generated video before rendering. It is built as an open-source project for AI video creators and researchers. The project is open source (Apache-2.0). continuityguard-cli is available on the command line, and it can be self-hosted.
Behind continuityguard-cli is Rudrendu Paul, and it first shipped in 2026. The project is developed in the open on GitHub with 26 commits in the last 90 days. Among its 5 catalogued features are Video QA, character consistency scoring, and physics plausibility check.
Summary written by a language model from the project’s public pages.
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