CLIARE is an open-source Rust CLI that measures released command-line binaries as a black box. It records runtime evidence of help text, argument structures, output formats, and safety properties, then emits structured command shape files. These artifacts help maintainers improve agent compatibility and give AI agent harnesses the concrete specifications they need instead of guessing. It targets CLI authors, security reviewers, and developers of agentic tooling.
CLIARE is a Developer Tools project. It focuses on making CLIs machine-readable and verifiable for AI agents that interact with command-line tools. CLIARE is an open-source project aimed at developers. The project is open source (Apache-2.0). It runs on the command line, and it can be self-hosted.
Behind CLIARE is modiqo, and it first shipped in 2026. Development happens publicly on GitHub with 593 stars and 114 commits in the last 90 days. Among its 5 catalogued features are Black Box Measurement, Command Shape Generation, and Runtime Evidence.
Summary written by a language model from the project’s public pages.
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