DEV Community: ameobius

STREAM-MATE: An in-character AI co-host for Twitch and YouTube: live…

ameobius — Fri, 23 Oct 2026 22:57:40 +0000

Most STREAM-MATE 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.

What it is

An in-character AI co-host for Twitch and YouTube: live chat, realtime voice and an on-screen avatar, with every reply checked before it reaches air. English and Russian UI.

In Russian: Ин-персонажный AI-ко-хост для Twitch и YouTube: живой чат, голос в реальном времени и аватар на экране. Каждый ответ проверяется до выхода в эфир. Интерфейс на английском и русском.

Install

открыть https://streammate.bond/

Web. MIT licensed. Standard library first: the tool reads the data you point it at and sends nothing anywhere.

Where it does not fit

Every 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.

Repository

Source, issue tracker and documentation: https://streammate.bond/

Other tools from the same author: https://ameobius-ai.gitlab.io

Ameobius AI: Portfolio site: every project in one place — MCP…

ameobius — Fri, 23 Oct 2026 22:57:25 +0000

Most Ameobius AI 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.

What it is

Portfolio site: every project in one place — MCP servers, browser and CDP pipelines, audio and music-AI wrappers, quality gates. RU/EN/ZH, published on GitLab Pages with a Vercel mirror.

In Russian: Портфолио-лендинг: все проекты в одном месте — MCP-серверы, браузерные и CDP-конвейеры, обёртки аудио и music-AI, контроль качества. Три языка интерфейса, деплой на GitLab Pages и зеркало на Vercel.

Install

git clone https://gitlab.com/ameobius-ai/ameobius-ai.gitlab.io && cd ameobius-ai.gitlab.io

Web. MIT licensed. Standard library first: the tool reads the data you point it at and sends nothing anywhere.

Where it does not fit

Every 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.

Repository

Source, issue tracker and documentation: https://ameobius-ai.gitlab.io/

Other tools from the same author: https://ameobius-ai.gitlab.io

anti-slop-vision: Vision quality gates: prompt hygiene plus a VLM judge…

ameobius — Fri, 23 Oct 2026 22:24:25 +0000

Most anti-slop-vision 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.

What it is

Vision quality gates: prompt hygiene plus a VLM judge rubric with a SHIP / FIX / REGEN verdict — visual slop and hallucinations get cut before delivery.

In Russian: Vision-гейты качества: гигиена промпта плюс рубрика VLM-судьи с вердиктом SHIP / FIX / REGEN — визуальный слоп и галлюцинации отсекаются до отправки.

Install

запуск: python3 scripts/eval.py img/ --prompt "a red guitar" -m <vision-model>

Python. MIT licensed. Standard library first: the tool reads the data you point it at and sends nothing anywhere.

Where it does not fit

Every 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.

Repository

Source, issue tracker and documentation: https://gitlab.com/ameobius-ai/anti-slop-vision

Other tools from the same author: https://ameobius-ai.gitlab.io

re-encyclopedia: A SOTA reverse-engineering encyclopedia: 9 sections…

ameobius — Fri, 23 Oct 2026 22:08:25 +0000

Most re-encyclopedia 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.

What it is

A SOTA reverse-engineering encyclopedia: 9 sections from C/asm/PE fundamentals to agentic MCP pipelines on Ghidra and IDA. All 97 links opened by hand, metadata pulled from the GitHub REST API for 59 repositories.

In Russian: Энциклопедия SOTA реверс-инжиниринга: 9 разделов от базы C/asm/PE до агентных MCP-пайплайнов на Ghidra и IDA. Все 97 ссылок открыты вручную, у 59 репозиториев сняты метаданные через GitHub REST API.

Install

запуск: python3 scripts/refresh_data.py --selfcheck   # офлайн: data/ читается, схемы целы

Python. MIT licensed. Standard library first: the tool reads the data you point it at and sends nothing anywhere.

Where it does not fit

Every 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.

Repository

Source, issue tracker and documentation: https://gitlab.com/ameobius-ai/re-encyclopedia

Other tools from the same author: https://ameobius-ai.gitlab.io

muse-go: Dependency-free Go client for the ElevenMusic Muse…

ameobius — Fri, 23 Oct 2026 22:06:39 +0000

Most muse-go 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.

What it is

Dependency-free Go client for the ElevenMusic Muse judge (prose and lyrics critique); a static linux-amd64 build ships in the Generic Package Registry.

In Russian: Go-клиент к судье ElevenMusic Muse без единой зависимости (критика прозы и текстов); статический linux-amd64 лежит в Generic Package Registry.

Install

CGO_ENABLED=0 GOOS=linux GOARCH=amd64 go build -trimpath -ldflags="-s -w" -o muse-linux-amd64 .

Go. MIT licensed. Standard library first: the tool reads the data you point it at and sends nothing anywhere.

Where it does not fit

Every 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.

Repository

Source, issue tracker and documentation: https://gitlab.com/ameobius-ai/muse-go

Other tools from the same author: https://ameobius-ai.gitlab.io

suno-api-plus: Extended Suno API: local audio upload and cover…

ameobius — Fri, 23 Oct 2026 22:06:25 +0000

Most suno-api-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.

What it is

Extended Suno API: local audio upload and cover generation, Advanced Split with stems and MIDI, download and export routes.

In Russian: Расширенный Suno API: локальный аплоуд аудио и генерация каверов, Advanced Split со стемами и MIDI, маршруты скачивания и экспорта.

Install

git clone https://github.com/ShowSnowBlood/suno-api-plus.git

TypeScript. MIT licensed. Standard library first: the tool reads the data you point it at and sends nothing anywhere.

Where it does not fit

Every 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.

Repository

Source, issue tracker and documentation: https://gitlab.com/ameobius-ai/suno-api-plus

Other tools from the same author: https://ameobius-ai.gitlab.io

web-check-mcp: Agentic wrapper over web-check: 31 OSINT checks exposed…

ameobius — Fri, 23 Oct 2026 22:03:09 +0000

Most web-check-mcp 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.

What it is

Agentic wrapper over web-check: 31 OSINT checks exposed as MCP tools and CLI, with caching, rate limiting and Docker support.

In Russian: Агентская обёртка над web-check: 31 OSINT-проверка как MCP-тулзы и CLI, с кэшированием, rate limiting и Docker-поддержкой.

Install

docker run -d --name web-check -p 3000:3000 lissy93/web-check

Python. MIT licensed. Standard library first: the tool reads the data you point it at and sends nothing anywhere.

Where it does not fit

Every 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.

Repository

Source, issue tracker and documentation: https://gitlab.com/ameobius-ai/web-check-mcp

Other tools from the same author: https://ameobius-ai.gitlab.io

poolprobe: A doctor for OpenAI-compatible model pools: probes…

ameobius — Fri, 23 Oct 2026 22:00:33 +0000

Most poolprobe 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.

What it is

A doctor for OpenAI-compatible model pools: probes every model, classifies each failure (ALIVE, TRANSIENT, CREDENTIAL, PERMANENT) and refuses to prune anything alive — five independent guards must agree before a death verdict. Stdlib only.

In Russian: Доктор для OpenAI-совместимых пулов моделей: прогоняет каждую модель, классифицирует отказ (ALIVE, TRANSIENT, CREDENTIAL, PERMANENT) и не даёт снести живое — смерть подтверждают пять независимых проверок. Только stdlib.

Install

pip install poolprobe                 # stdlib engine, generic gateway lane

Python. MIT licensed. Standard library first: the tool reads the data you point it at and sends nothing anywhere.

Where it does not fit

Every 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.

Repository

Source, issue tracker and documentation: https://gitlab.com/ameobius-ai/poolprobe

Other tools from the same author: https://ameobius-ai.gitlab.io

cfg-guard: A lock and a witness for config files too many hands…

ameobius — Fri, 23 Oct 2026 22:00:18 +0000

Most cfg-guard 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.

What it is

A lock and a witness for config files too many hands edit: flock plus a content-hash compare-and-swap refuse a write whose base bytes moved, and inotify with /proc names whoever writes around the lock. Stdlib only.

In Russian: Замок и свидетель для конфигов, которые правят много рук: flock плюс compare-and-swap по хэшу содержимого не дают затереть чужую правку, а inotify и /proc называют того, кто пишет мимо замка. Только stdlib.

Install

pip install cfg-guard

Python. MIT licensed. Standard library first: the tool reads the data you point it at and sends nothing anywhere.

Where it does not fit

Every 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.

Repository

Source, issue tracker and documentation: https://gitlab.com/ameobius-ai/cfg-guard

Other tools from the same author: https://ameobius-ai.gitlab.io

lyrics-kb: Knowledge base of Russian lyrics for generative…

ameobius — Fri, 23 Oct 2026 21:58:19 +0000

Most lyrics-kb 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.

What it is

Knowledge base of Russian lyrics for generative songwriting: style canons, anti-AI-slop markers, genre chapters and quality gates.

In Russian: База знаний по русским текстам для генеративного songwriting: каноны стиля, анти-AI-слоп маркеры, жанровые главы и качество-гейты.

Install

python3 -m unittest scripts/test_check_navigation.py  # регрессии правил навигации

Python. MIT licensed. Standard library first: the tool reads the data you point it at and sends nothing anywhere.

Where it does not fit

Every 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.

Repository

Source, issue tracker and documentation: https://gitlab.com/ameobius-ai/lyrics-kb

Other tools from the same author: https://ameobius-ai.gitlab.io

elevenmusic-muse-plus: ElevenMusic Muse judge as a CLI — a free expert on…

ameobius — Fri, 23 Oct 2026 21:56:32 +0000

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.

What it is

ElevenMusic Muse judge as a CLI — a free expert on audio captions and lyrics. Stdlib-only Python, no browser at runtime.

In Russian: Судья ElevenMusic Muse как CLI — бесплатный эксперт по звуковым капшенам и текстам. Stdlib-only Python, без браузера в рантайме.

Install

git clone https://github.com/ameobius-ai/elevenmusic-muse-plus.git

Python. MIT licensed. Standard library first: the tool reads the data you point it at and sends nothing anywhere.

Where it does not fit

Every 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.

Repository

Source, issue tracker and documentation: https://gitlab.com/ameobius-ai/elevenmusic-muse-plus

Other tools from the same author: https://ameobius-ai.gitlab.io

minimax-music-plus: MiniMax Music: text-to-music, lyrics-to-song and two…

ameobius — Fri, 23 Oct 2026 21:56:19 +0000

Most minimax-music-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.

What it is

MiniMax Music: text-to-music, lyrics-to-song and two cover lanes (preprocess plus cover_feature_id), an LLM-powered structured caption composer. One stdlib-only file.

In Russian: MiniMax Music: text-to-music, lyrics-to-song и две полосы кавера (препроцесс плюс cover_feature_id), композер структурированных капшенов через LLM. Один файл на stdlib.

Install

git clone https://github.com/ameobius-ai/minimax-music-plus.git

Python. MIT licensed. Standard library first: the tool reads the data you point it at and sends nothing anywhere.

Where it does not fit

Every 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.

Repository

Source, issue tracker and documentation: https://gitlab.com/ameobius-ai/minimax-music-plus

Other tools from the same author: https://ameobius-ai.gitlab.io