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autoresearch

Autonomous experiment loops on any codebase — one file, one metric, one loop. An agent edits a constrained file, runs an eval, keeps improvements, reverts failures, and repeats…

Pacote de plugins · de pjhoberman

Resumo

autoresearch é um pacote de plugins para ferramentas de programação com IA publicado por pjhoberman. Marketplaces que lemos e que o listam: 1 (Claude Code: claude-plugins-community). Vimos pela primeira vez em 2026-10-11 e não registramos mudanças desde então. Conforme nossa passagem pelos marketplaces em 2026-10-12.

Nas próprias palavras, em Claude Code: claude-plugins-community:

Autonomous experiment loops on any codebase — one file, one metric, one loop. An agent edits a constrained file, runs an eval, keeps improvements, reverts failures, and repeats unattended. Based on Karpathy’s autoresearch pattern, generalized beyond ML training to any code with a measurable outcome.

O que pede

  • Instala-se como pacote de plugins

Nenhum dos marketplaces que lemos publica as ferramentas ou as configurações que ele pede.

O que declara, pede e executa, por completo

Instale apenas plugins de desenvolvedores em quem você confia. Mostramos o que os marketplaces publicam e não testamos plugins.

Funciona com

  • Claude Code

Pelos marketplaces que o listam e pelo transporte MCP que declara, conforme cada cliente documenta. Não testamos plugins.

Conectar

Sem dados para um comando automático: o que os marketplaces declaram não diz de forma inequívoca como conectá-lo.

Ver a página dele em Claude Code: claude-plugins-community

Onde está publicado

MarketplaceStatusVersãoNúmerosVerificadoVisto pela primeira vez
Claude Code: claude-plugins-community (Abrir o código no GitHub) Listado 1.2.0 Forks (GitHub): 1
Estrelas (GitHub): 22
Sem marcação

Cada número é do próprio marketplace e nunca é somado entre marketplaces. Um marketplace que não publica números não mostra nenhum: sem número não é zero.

O que o pacote contém

Conforme publicado em Claude Code: claude-plugins-community.

Skills: 2

  • autoresearch
  • autoresearch-discover

O que mudou

Nada mudou neste plugin desde que começamos a acompanhá-lo.

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Encontrados pelo significado, não por código ou repositório em comum: plugins semelhantes continuam sendo produtos distintos, e isto não é uma avaliação nem uma recomendação.

Este plugin é seu?

Adicione-o aos seus projetos e prove que o mantém com um arquivo no repositório, um arquivo no seu domínio ou um registro DNS. Você recebe alertas quando um marketplace o publica, o remove, muda a marca de verificado ou o que ele pede, e o endpoint remoto passa a ser monitorado como um serviço web.

Dados de Claude Code: claude-plugins-community. Os números vêm das nossas próprias passagens regulares pelos marketplaces, última leitura em . Não publicamos dados de contato dos editores de plugins.

De onde vêm os dados: como o catálogo é montado