{"slug": "elevenmusic-muse-plus-elevenmusic-muse-judge-as-a-cli-a-free-expert-on", "title": "elevenmusic-muse-plus: ElevenMusic Muse judge as a CLI — a free expert on…", "summary": "A developer released elevenmusic-muse-plus, an MIT-licensed, standard-library-only Python CLI that acts as a judge for audio captions and lyrics, running entirely locally with no browser at runtime and sending no data anywhere. The write-up focuses on the tool's limitations, noting that each rule can produce false positives and that it should be used to flag candidates for rewriting rather than to grade writers or judge voice-critical content.", "body_md": "Most elevenmusic-muse-plus write-ups stop at the README: here is what the tool does, here is how you run it. This one covers what it refuses to do, and where it breaks.\n\nElevenMusic Muse judge as a CLI — a free expert on audio captions and lyrics. Stdlib-only Python, no browser at runtime.\n\nIn Russian: Судья ElevenMusic Muse как CLI — бесплатный эксперт по звуковым капшенам и текстам. Stdlib-only Python, без браузера в рантайме.\n\n```\ngit clone https://github.com/ameobius-ai/elevenmusic-muse-plus.git\n```\n\nPython. MIT licensed. Standard library first: the tool reads the data you point it at and sends nothing anywhere.\n\nEvery rule in a checker like this can produce a false positive. Use it to find candidates for a rewrite, not to grade a writer, and not where the voice is the point.\n\nSource, issue tracker and documentation: [https://gitlab.com/ameobius-ai/elevenmusic-muse-plus](https://gitlab.com/ameobius-ai/elevenmusic-muse-plus)\n\nOther tools from the same author: [https://ameobius-ai.gitlab.io](https://ameobius-ai.gitlab.io)", "url": "https://wpnews.pro/news/elevenmusic-muse-plus-elevenmusic-muse-judge-as-a-cli-a-free-expert-on", "canonical_source": "https://dev.to/ameobius/elevenmusic-muse-plus-elevenmusic-muse-judge-as-a-cli-a-free-expert-on-573p", "published_at": "2026-10-23 21:56:32+00:00", "updated_at": "2026-10-23 22:10:06.201658+00:00", "lang": "en", "topics": ["ai-tools", "developer-tools"], "entities": ["elevenmusic-muse-plus", "ameobius-ai", "GitHub", "GitLab"], "also_reported_by": [], "alternates": {"html": "https://wpnews.pro/news/elevenmusic-muse-plus-elevenmusic-muse-judge-as-a-cli-a-free-expert-on", "markdown": "https://wpnews.pro/news/elevenmusic-muse-plus-elevenmusic-muse-judge-as-a-cli-a-free-expert-on.md", "text": "https://wpnews.pro/news/elevenmusic-muse-plus-elevenmusic-muse-judge-as-a-cli-a-free-expert-on.txt", "jsonld": "https://wpnews.pro/news/elevenmusic-muse-plus-elevenmusic-muse-judge-as-a-cli-a-free-expert-on.jsonld"}}