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Sistema de Memoria para Agentes (Claude Code/MCP)","maintainers":[{"name":"aaranha.urbandev","email":"aranha.com@gmail.com"}],"readme":"# OCerebro 🧠\n\n**Sistema de Memória para Agentes (Claude Code/MCP)**\n\nOCerebro dá memória persistente e capacidade de aprendizado para o Claude Code. Ele captura automaticamente todo o contexto das sessões, consolida em memória estruturada e permite busca semântica com sqlite-vec.\n\n---\n\n## ✨ Funcionalidades\n\n- 📦 **Memória Automática 3 Camadas**: Raw → Working → Official\n- 🔍 **Busca Híbrida**: Texto (FTS5) + Semântica (sqlite-vec ANN)\n- 🤖 **MCP Server**: 6 ferramentas para Claude Code\n- 🎣 **Hooks Customizáveis**: Extensível via YAML\n- 📊 **RFM Scoring**: Relevância temporal e importância\n- 🛡️ **Guard Rails**: Proteções para não deletar importante\n- 💾 **SQLite Nativo**: Zero dependências externas, zero infra\n\n---\n\n## 🚀 Instalação Rápida\n\n### Pré-requisitos\n\n- Python 3.10+\n- Claude Desktop (opcional, para integração MCP)\n\n### Passo 1: Instalar\n\n```bash\npip install ocerebro\n```\n\nOu instale localmente:\n\n```bash\ngit clone https://github.com/OARANHA/ocerebro.git\ncd ocerebro\npip install .\n```\n\n### Passo 2: Setup Automático\n\n```bash\n# Em seu projeto\nocerebro init\n\n# Configura Claude Desktop automaticamente\nocerebro setup claude\n```\n\n**Pronto!** Reinicie o Claude Desktop e as ferramentas estarão disponíveis.\n\n---\n\n## 📖 Uso\n\n### No Terminal\n\n```bash\n# Ver status do sistema\nocerebro status\n\n# Ver memória de um projeto\nocerebro memory meu-projeto\n\n# Buscar por texto\nocerebro search \"autenticação JWT\"\n\n# Criar checkpoint manual\nocerebro checkpoint meu-projeto --reason \"antes de refatorar\"\n\n# Promover decisão para official\nocerebro promote meu-projeto sess_abc123\n```\n\n### No Claude Code (MCP)\n\nCom o MCP Server configurado, você tem acesso a:\n\n| Ferramenta | Descrição |\n|------------|-----------|\n| `cerebro_memory` | Gera MEMORY.md do projeto |\n| `cerebro_search` | Busca memórias por texto/embedding |\n| `cerebro_checkpoint` | Cria checkpoint da sessão atual |\n| `cerebro_promote` | Promove draft para decisão official |\n| `cerebro_status` | Status do sistema |\n| `cerebro_hooks` | Gerencia hooks customizados |\n| `cerebro_diff` | Análise diferencial de memória entre períodos |\n\n---\n\n## 🏗️ Arquitetura\n\n```\n┌─────────────────────────────────────────────────────────┐\n│                    Claude Code                          │\n│                         ↓                               │\n│                    MCP Server                           │\n└─────────────────────────────────────────────────────────┘\n                         ↓\n┌─────────────────────────────────────────────────────────┐\n│                      OCerebro                           │\n│                                                         │\n│  Raw (JSONL) → Working (YAML) → Official (Markdown)    │\n│       ↓              ↓              ↓                   │\n│  Eventos →  Extração →  Rascunhos →  Memória          │\n│                  ↓              ↓                       │\n│           sqlite-vec ←  Busca Híbrida                  │\n└─────────────────────────────────────────────────────────┘\n```\n\n---\n\n## 📁 Estrutura do Projeto\n\nNo seu projeto, o OCerebro cria:\n\n```\nmeu-projeto/\n  .ocerebro/\n    raw/           ← Eventos brutos (JSONL)\n    working/       ← Rascunhos YAML\n    official/      ← Memória permanente (Markdown)\n    index/         ← Banco de dados (metadata + embeddings)\n    config/        ← Configurações\n    MEMORY.md      ← Memória ativa (gerado automaticamente)\n```\n\n---\n\n## 🎣 Hooks Customizados\n\nCrie automações com hooks:\n\n### Exemplo: `hooks.yaml`\n\n```yaml\nhooks:\n  - name: notificar_erro\n    event_type: error\n    module_path: hooks/error_hook.py\n    function: on_error\n    config:\n      notify_severity: [\"critical\", \"high\"]\n\n  - name: track_custo_llm\n    event_type: tool_call\n    event_subtype: llm\n    module_path: hooks/cost_hook.py\n    function: on_llm_call\n    config:\n      monthly_budget: 100.0\n```\n\n**Documentação completa:** [docs/HOOKS_GUIDE.md](docs/HOOKS_GUIDE.md)\n\n---\n\n## 🔧 Configuração Manual (MCP)\n\nSe o setup automático não funcionar, edite `claude_desktop.json`:\n\n### Windows\n```\n%APPDATA%\\Claude\\claude_desktop.json\n```\n\n### macOS\n```\n~/Library/Application Support/Claude/claude_desktop.json\n```\n\n### Linux\n```\n~/.config/Claude/claude_desktop.json\n```\n\n**Conteúdo:**\n\n```json\n{\n  \"mcpServers\": {\n    \"ocerebro\": {\n      \"command\": \"python\",\n      \"args\": [\"/caminho/para/ocerebro/src/mcp/server.py\"],\n      \"cwd\": \"/caminho/para/ocerebro\"\n    }\n  }\n}\n```\n\n---\n\n## 🧪 Testes\n\n```bash\n# Instalar dependências de teste\npip install -e \".[test]\"\n\n# Rodar testes\npytest\n\n# Com coverage\npytest --cov=src\n```\n\n**Status:** 133 testes passando ✅\n\n---\n\n## 📊 Estatísticas\n\n| Métrica | Valor |\n|---------|-------|\n| Testes | 133 passing |\n| Linhas de código | ~7.700 |\n| Commits | 25+ |\n| Ferramentas MCP | 6 |\n| Tipos de evento | 8+ |\n\n---\n\n## 🤝 Contribuindo\n\n1. Fork o repositório\n2. Crie uma branch (`git checkout -b feature/minha-feature`)\n3. Commit (`git commit -m 'feat: adiciona nova feature'`)\n4. Push (`git push origin feature/minha-feature`)\n5. Abra um Pull Request\n\n---\n\n## 📝 Changelog\n\n### v0.1.0 (2026-04-01)\n\n- ✅ Arquitetura 3 camadas (Raw → Working → Official)\n- ✅ Extractor e Promoter\n- ✅ EmbeddingsDB + QueryEngine (busca híbrida com sqlite-vec)\n- ✅ CLI completa\n- ✅ MCP Server (6 ferramentas)\n- ✅ Hooks customizados via YAML\n- ✅ 133 testes passing\n\n---\n\n## 📚 Documentação\n\n- [Guia de Hooks](docs/HOOKS_GUIDE.md)\n- [Spec de Design](docs/superpowers/specs/2026-03-31-cerebro-design.md)\n- [Plano de Implementação](docs/superpowers/plans/2026-03-31-cerebro-implementacao.md)\n\n---\n\n## 🙋 FAQ\n\n**O OCerebro funciona sem o Claude Desktop?**\nSim! A CLI funciona independentemente. O MCP Server é opcional.\n\n**Posso sincronizar memória entre computadores?**\nSim! Use Git para sincronizar `official/` e `config/`.\n\n**O que acontece se deletar `.ocerebro/`?**\nVocê perde a memória local. Se tiver `official/` em backup, pode recuperar.\n\n**Funciona em Linux/Mac/Windows?**\nSim! Testado em todas as plataformas.\n\n---\n\n## 📄 Licença\n\nMIT License - veja [LICENSE](LICENSE) para detalhes.\n\n---\n\n## 🌟 Créditos\n\nCriado por [@OARANHA](https://github.com/OARANHA)\n\nFeito com ❤️ para a comunidade Claude Code.\n\n---\n\n**Stars:** ⭐ 0 | **Forks:** 🍴 0\n\n[Reportar bug](https://github.com/OARANHA/ocerebro/issues) • [Pedir feature](https://github.com/OARANHA/ocerebro/issues)\n","readmeFilename":"README.md"}