🌐 Idioma / Language / Sprache: 🇬🇧 English | 🇩🇪 Deutsch | Português

██████╗ ██████╗ ██████╗      █████╗  ██████╗ ███████╗███╗   ██╗████████╗     ██████╗ ███████╗
██╔══██╗██╔══██╗██╔══██╗    ██╔══██╗██╔════╝ ██╔════╝████╗  ██║╚══██╔══╝    ██╔═══██╗██╔════╝
██████╔╝██║  ██║██████╔╝    ███████║██║  ███╗█████╗  ██╔██╗ ██║   ██║       ██║   ██║███████╗
██╔══██╗██║  ██║██╔══██╗    ██╔══██║██║   ██║██╔══╝  ██║╚██╗██║   ██║       ██║   ██║╚════██║
██████╔╝██████╔╝██████╔╝    ██║  ██║╚██████╔╝███████╗██║ ╚████║   ██║       ╚██████╔╝███████║
╚═════╝ ╚═════╝ ╚═════╝     ╚═╝  ╚═╝ ╚═════╝ ╚══════╝╚═╝  ╚═══╝   ╚═╝        ╚═════╝ ╚══════╝

                         O P T I M I Z E D   A G E N T   S K I L L S

🚀 BDB DEV - Pacote de Skills Otimizadas para Desenvolvimento Criativo e Full-Stack

Potencializando agentes de código de IA com 144 skills altamente curadas, 22 MCPs locais e integrações profundas para a indústria de tecnologia criativa.

Bem-vindo ao repositório BDB DEV Skills & MCP Configuration. Este projeto serve como a espinha dorsal do nosso ecossistema de desenvolvimento criativo e full-stack, capacitando agentes de IA com habilidades altamente especializadas adaptadas para a indústria de eventos e tecnologia criativa, bem como engenharia de software de uso geral.

Embora otimizado para o Google Antigravity, este pacote de skills e configuração MCP é 100% universal e funciona perfeitamente com todos os agentes de IA e interfaces de desenvolvedores modernos, incluindo ChatGPT Codex / Codex CLI, Claude Desktop, Claude Code, Cursor, Aider, Roo Code, Cline e Windsurf.

🎙 Audio Deep Dive: "Give AI Agents Control of Creative Software"

🪐 Universal Agent Harness (v3.0.0)

O instalador agora possui um motor Universal Sync totalmente automatizado. Ele varre seu sistema em busca do Claude Desktop, Cursor, Windsurf, Aider, Roo/Cline e injeta a configuração MCP curada e as regras de Godmode em todos os ambientes simultaneamente.

🧩 Integrações do Ecossistema (v3.0.0)

Este pacote atua como a ponte para duas capacidades massivas a montante (disponíveis como alvos de instalação direta através do instalador):

• BDB OS Agent Workspace: A camada de orquestração para agentes de IA paralelos. Inicie múltiplas sessões de agentes isoladas via Git-Worktrees com controle de terminal ao vivo, loops de feedback CI/CD automáticos e roteamento de revisão de PR.
• BDB Creator Extension: O pipeline de mídia agêntica de alta capacidade. Fornece aos agentes capacidades MCP locais do ComfyUI (FLUX, SDXL), geração Image-to-3D (TripoSR, TRELLIS) e produção de vídeo automatizada através do OpenMontage e Remotion.

🌟 ~154+ Skills Otimizadas (Atualizado para v3.6.0)

Começamos com um conjunto massivo de mais de 1.400 skills de IA brutas. Após rigorosos testes, filtragem e refinamento, destilamo-las em um conjunto hipercurado de 154+ Skills Otimizadas (apresentando um motor nativo de documentação OpenWiki, o cérebro de memória semântica local memB e agora a sincronização Universal Agent Harness na v3.6.0).

Essas skills são projetadas com precisão para garantir que os agentes não percam tempo com tarefas redundantes e, em vez disso, operem com máxima autonomia, restrições arquitetônicas rígidas e robusta consciência de contexto.

🛡️ Os 6 Godmodes (Camada Apex)

Em vez de deixar os agentes vagando por instruções genéricas, o nível superior deste repositório impõe seis Godmodes Hipercurados. Eles atuam como os guardiões definitivos para sua base de código:

• godmode-engineering: Impõe Domain-Driven Design, verificações rígidas de TypeScript, Clean Architecture e depuração sistemática.
• godmode-ui-ux: O padrão de ouro do frontend. Impõe princípios "Anti-Slop" da BDB, acessibilidade e dinâmicas de movimento fluidas.
• godmode-shipping: O guardião final para lançamentos em produção. Impõe Spec-Driven Development, verificações pré-lançamento e rollbacks seguros.
• godmode-eventtech: O livro de regras supremo para o BDB Creator Engine, governando 3D, Mídia e 22 MCPs de tecnologia criativa.
• godmode-3d-creation: Controla o pipeline 3D agêntico (TripoSR, TRELLIS) para modelos generativos e estruturas CAD.
• godmode-media-creation: Orquestra a produção automatizada de vídeo, narrativa e loops de geração do ComfyUI.

💻 Além dos Eventos: Agentes Web & Software Full-Stack

Embora fortemente otimizado para a indústria de tecnologia criativa, estas skills estão profundamente enraizadas na engenharia de software central:

• Operações Web Autônomas: Suíte completa de agentes especializados movidos a Firecrawl para extração estruturada de dados, interação web automatizada e operações complexas de scraping.
• Desenvolvimento Full-Stack: Criação de boilerplates Next.js App Router, construção de microsserviços Node.js escaláveis e desenvolvimento de frontends interativos.
• Desenvolvimento de Aplicações: Arquitetura de bancos de dados com Prisma/Drizzle, design de APIs REST/GraphQL e construção de aplicações web e mobile do zero.
• Design & Garantia de Qualidade: Auditoria de padrões de UI/UX (utilizando ui-ux-pro-max), aplicação de princípios de código limpo e configuração de pipelines CI/CD rígidos.

🗂️ A Biblioteca Completa de Skills

Abaixo está a visão geral completa de todas as skills curadas de agentes incluídas neste pacote. Elas são implantadas automaticamente na área de trabalho do seu agente pelo instalador interativo.

| Nome da Skill | Descrição | |------------|-------------| | godmode-3d-creation | Skill mestre de orquestração para todas as tarefas de geração, modelagem e reconstrução 3D. Atua como o cérebro 3D para a BDB Creator Extension. | | godmode-engineering | BDB Engineering Godmode. Impõe Domain-Driven Design rigoroso, estrito TypeScript, Clean Architecture e triagem sistemática de depuração em 5 etapas. | | godmode-eventtech | BDB EventTech Godmode. O livro de regras supremo para o BDB Creator Engine, governando Godmode-3D, Godmode-Media e os 22 MCPs de tecnologia criativa. | | godmode-media-creation | Skill mestre de orquestração para todas as tarefas de criação de mídia (Vídeo, Áudio, Imagem, Motion Design). Atua como o cérebro para a BDB Creator Extension. | | godmode-shipping | BDB Shipping Godmode. O guardião final para lançamentos em produção. Impõe Spec-Driven Development, rigorosas verificações pré-lançamento, feature flags e estratégias de rollback. | | godmode-ui-ux | BDB UI/UX Godmode. O padrão de ouro absoluto para design frontend. Impõe princípios Anti-Slop, acessibilidade corporativa, dinâmicas de movimento fluidas e geração de design orientada a dados em todos os harnesses de agentes. |

🤖 Agentes & Automação

| Nome da Skill | Descrição | |------------|-------------| | agent-manager-skill | Manage multiple local CLI agents via tmux sessions (start/stop/monitor/assign) with cron-friendly scheduling. | | agent-memory-mcp | A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions). | | agent-orchestrator | Meta-skill que orquestra todos os agentes do ecossistema. Scan automatico de skills, match por capacidades, coordenacao de workflows multi-skill e registry management. | | agent-pipeline | Defines the 6-stage BDB Software Engineering Pipeline (DEFINE, PLAN, BUILD, VERIFY, REVIEW, SHIP) with corresponding slash commands (/spec, /plan, /build, /test, /review, /ship) for AI agent orchestration. | | agent-tool-builder | Tools are how AI agents interact with the world. A well-designed tool is the difference between an agent that works and one that hallucinates, fails silently, or costs 10x more tokens than necessary. This skill covers tool design from schema to error handling. | | ai-agent-development | AI agent development workflow for building autonomous agents, multi-agent systems, and agent orchestration with CrewAI, LangGraph, and custom agents. | | apify-lead-generation | Scrape leads from multiple platforms using Apify Actors. | | apify-ultimate-scraper | AI-driven data extraction from 55+ Actors across all major platforms. This skill automatically selects the best Actor for your task. | | bdbrainstorm | Combines multi-agent brainstorming, the /grill-me slash command, subagent-driven-development, and ui-ux-pro-max to force a comprehensive, multi-agent ideation and UI/UX design workflow. | | browser-automation | Browser automation powers web testing, scraping, and AI agent interactions. The difference between a flaky script and a reliable system comes down to understanding selectors, waiting strategies, and anti-detection patterns. | | crewai | Expert in CrewAI - the leading role-based multi-agent framework used by 60% of Fortune 500 companies. | | documentation | Documentation generation workflow covering API docs, architecture docs, README files, code comments, and technical writing. | | git-advanced-workflows | Master advanced Git techniques to maintain clean history, collaborate effectively, and recover from any situation with confidence. | | github-actions-templates | Production-ready GitHub Actions workflow patterns for testing, building, and deploying applications. | | github-repo | Standards and workflows for writing, formatting, sanitizing, and publishing high-quality GitHub repositories, complementing openwiki-skill. | | github-workflow-automation | Patterns for automating GitHub workflows with AI assistance, inspired by Gemini CLI and modern DevOps practices. | | go-playwright | Expert capability for robust, stealthy, and efficient browser automation using Playwright Go. | | google-sheets-automation | Lightweight Google Sheets integration with standalone OAuth authentication. No MCP server required. Full read/write access. | | n8n-code-javascript | Write JavaScript code in n8n Code nodes. Use when writing JavaScript in n8n, using $input/$json/$node syntax, making HTTP requests with $helpers, working with dates using DateTime, troubleshooting Code node errors, or choosing between Code node modes. | | n8n-code-python | Write Python code in n8n Code nodes. Use when writing Python in n8n, using _input/_json/_node syntax, working with standard library, or need to understand Python limitations in n8n Code nodes. | | n8n-expression-syntax | Validate n8n expression syntax and fix common errors. Use when writing n8n expressions, using {{}} syntax, accessing $json/$node variables, troubleshooting expression errors, or working with webhook data in workflows. | | n8n-mcp-tools-expert | Expert guide for using n8n-mcp MCP tools effectively. Use when searching for nodes, validating configurations, accessing templates, managing workflows, or using any n8n-mcp tool. Provides tool selection guidance, parameter formats, and common patterns. | | n8n-workflow-patterns | Proven architectural patterns for building n8n workflows. | | notion-automation | Automate Notion tasks via Rube MCP (Composio): pages, databases, blocks, comments, users. Always search tools first for current schemas. | | os-scripting | Operating system and shell scripting troubleshooting workflow for Linux, macOS, and Windows. Covers bash scripting, system administration, debugging, and automation. | | rag-implementation | RAG (Retrieval-Augmented Generation) implementation workflow covering embedding selection, vector database setup, chunking strategies, and retrieval optimization. | | slack-automation | Automate Slack workspace operations including messaging, search, channel management, and reaction workflows through Composio's Slack toolkit. | | subagent-driven-development | Use when executing implementation plans with independent tasks in the current session | | tdd-workflow | Test-Driven Development workflow principles. RED-GREEN-REFACTOR cycle. | | tmux | Expert tmux session, window, and pane management for terminal multiplexing, persistent remote workflows, and shell scripting automation. |

🎨 Frontend & UI/UX

| Nome da Skill | Descrição | |------------|-------------| | MCP_Manage | Manages the BDB specialized MCP servers including Unreal Engine, Rhino 7/8, DaVinci Resolve, grandMA3, Resolume, GitHub, Chrome DevTools, and TouchDesigner. | | api-design-principles | Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers and stand the test of time. | | api-patterns | API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning, pagination. | | database-design | Database design principles and decision-making. Schema design, indexing strategy, ORM selection, serverless databases. | | design-taste-frontend | Use when building high-agency frontend interfaces with strict design taste, calibrated color, responsive layout, and motion rules. | | drizzle-orm-expert | Expert in Drizzle ORM for TypeScript — schema design, relational queries, migrations, and serverless database integration. Use when building type-safe database layers with Drizzle. | | frontend-design | You are a frontend designer-engineer, not a layout generator. | | frontend-dev-guidelines | You are a senior frontend engineer operating under strict architectural and performance standards. Use when creating components or pages, adding new features, or fetching or mutating data. | | landing-page-generator | Generates high-converting Next.js/React landing pages with Tailwind CSS. Uses PAS, AIDA, and BAB frameworks for optimized copy/components (Heroes, Features, Pricing). Focuses on Core Web Vitals/SEO. | | llm-application-dev-ai-assistant | You are an AI assistant development expert specializing in creating intelligent conversational interfaces, chatbots, and AI-powered applications. Design comprehensive AI assistant solutions with natur | | nextjs-app-router-patterns | Comprehensive patterns for Next.js 14+ App Router architecture, Server Components, and modern full-stack React development. | | nextjs-best-practices | Next.js App Router principles. Server Components, data fetching, routing patterns. | | openapi-spec-generation | Generate and maintain OpenAPI 3.1 specifications from code, design-first specs, and validation patterns. Use when creating API documentation, generating SDKs, or ensuring API contract compliance. | | postgres-best-practices | Postgres performance optimization and best practices from Supabase. Use this skill when writing, reviewing, or optimizing Postgres queries, schema designs, or database configurations. | | postgresql | Design a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance patterns, and advanced features | | prisma-expert | You are an expert in Prisma ORM with deep knowledge of schema design, migrations, query optimization, relations modeling, and database operations across PostgreSQL, MySQL, and SQLite. | | programmatic-seo | Design and evaluate programmatic SEO strategies for creating SEO-driven pages at scale using templates and structured data. | | react-best-practices | Comprehensive performance optimization guide for React and Next.js applications, maintained by Vercel. Use when writing new React components or Next.js pages, implementing data fetching (client or server-side), or reviewing code for performance issues. | | react-component-performance | Diagnose slow React components and suggest targeted performance fixes. | | react-patterns | Modern React patterns and principles. Hooks, composition, performance, TypeScript best practices. | | schema-markup | Design, validate, and optimize schema.org structured data for eligibility, correctness, and measurable SEO impact. | | senior-frontend | Frontend development skill for React, Next.js, TypeScript, and Tailwind CSS applications. Use when building React components, optimizing Next.js performance, analyzing bundle sizes, scaffolding frontend projects, implementing accessibility, or reviewing frontend code quality. | | shadcn | Manages shadcn/ui components and projects, providing context, documentation, and usage patterns for building modern design systems. | | software-architecture | Guide for quality focused software architecture. This skill should be used when users want to write code, design architecture, analyze code, in any case that relates to software development. | | spline-3d-integration | Use when adding interactive 3D scenes from Spline.design to web projects, including React embedding and runtime control API. | | tailwind-patterns | Tailwind CSS v4 principles. CSS-first configuration, container queries, modern patterns, design token architecture. | | tanstack-query-expert | Expert in TanStack Query (React Query) — asynchronous state management. Covers data fetching, stale time configuration, mutations, optimistic updates, and Next.js App Router (SSR) integration. | | ui-component | Generate a new UI component that follows StyleSeed Toss conventions for structure, tokens, accessibility, and component ergonomics. | | ui-page | Scaffold a new mobile-first page using StyleSeed Toss layout patterns, section rhythm, and existing shell components. | | ui-pattern | Generate reusable UI patterns such as card sections, grids, lists, forms, and chart wrappers using StyleSeed Toss primitives. | | ui-review | Review UI code for StyleSeed design-system compliance, accessibility, mobile ergonomics, spacing discipline, and implementation quality. | | ui-tokens | List, add, and update StyleSeed design tokens while keeping JSON sources, CSS variables, and dark-mode values in sync. | | ui-ux-pro-max | Comprehensive design guide for web and mobile applications. Use when designing new UI components or pages, choosing color palettes and typography, or reviewing code for UX issues. | | ux-audit | Audit screens against Nielsen's heuristics and mobile UX best practices using the StyleSeed Toss design language as the implementation context. | | ux-feedback | Add loading, empty, error, and success feedback states to StyleSeed components and pages with practical mobile-first rules. | | ux-flow | Design user flows and screen structure using StyleSeed UX patterns such as progressive disclosure, hub-and-spoke navigation, and information pyramids. | | ux-persuasion-engineer | One sentence - what this skill does and when to invoke it | | vercel-ai-sdk-expert | Expert in the Vercel AI SDK. Covers Core API (generateText, streamText), UI hooks (useChat, useCompletion), tool calling, and streaming UI components with React and Next.js. | | wcag-audit-patterns | Comprehensive guide to auditing web content against WCAG 2.2 guidelines with actionable remediation strategies. | | web-artifacts-builder | To build powerful frontend claude.ai artifacts, follow these steps: | | zustand-store-ts | Create Zustand stores following established patterns with proper TypeScript types and middleware. |

🗄️ Backend & Bancos de Dados

| Nome da Skill | Descrição | |------------|-------------| | gemini-api-dev | The Gemini API provides access to Google's most advanced AI models. Key capabilities include: | | gemini-api-integration | Use when integrating Google Gemini API into projects. Covers model selection, multimodal inputs, streaming, function calling, and production best practices. | | github | Use the gh CLI for issues, pull requests, Actions runs, and GitHub API queries. | | go-concurrency-patterns | Master Go concurrency with goroutines, channels, sync primitives, and context. Use when building concurrent Go applications, implementing worker pools, or debugging race conditions. | | golang-pro | Master Go 1.22+ with modern patterns, advanced concurrency, performance optimization, and production-ready microservices. | | llm-structured-output | Get reliable JSON, enums, and typed objects from LLMs using response_format, tool_use, and schema-constrained decoding across OpenAI, Anthropic, and Google APIs. | | microservices-patterns | Master microservices architecture patterns including service boundaries, inter-service communication, data management, and resilience patterns for building distributed systems. | | neon-postgres | Expert patterns for Neon serverless Postgres, branching, connection pooling, and Prisma/Drizzle integration | | python-patterns | Python development principles and decision-making. Framework selection, async patterns, type hints, project structure. Teaches thinking, not copying. | | python-performance-optimization | Profile and optimize Python code using cProfile, memory profilers, and performance best practices. Use when debugging slow Python code, optimizing bottlenecks, or improving application performance. | | python-pro | Master Python 3.12+ with modern features, async programming, performance optimization, and production-ready practices. Expert in the latest Python ecosystem including uv, ruff, pydantic, and FastAPI. | | rag-engineer | Expert in building Retrieval-Augmented Generation systems. Masters embedding models, vector databases, chunking strategies, and retrieval optimization for LLM applications. | | using-neon | Neon is a serverless Postgres platform that separates compute and storage to offer autoscaling, branching, instant restore, and scale-to-zero. It's fully compatible with Postgres and works with any language, framework, or ORM that supports Postgres. | | vector-database-engineer | Expert in vector databases, embedding strategies, and semantic search implementation. Masters Pinecone, Weaviate, Qdrant, Milvus, and pgvector for RAG applications, recommendation systems, and similar | | web-scraper | Web scraping inteligente multi-estrategia. Extrai dados estruturados de paginas web (tabelas, listas, precos). Paginacao, monitoramento e export CSV/JSON. | | webapp-testing | To test local web applications, write native Python Playwright scripts. |

🚀 DevOps & Infraestrutura

| Nome da Skill | Descrição | |------------|-------------| | bash-linux | Bash/Linux terminal patterns. Critical commands, piping, error handling, scripting. Use when working on macOS or Linux systems. | | cloudflare-workers-expert | Expert in Cloudflare Workers and the Edge Computing ecosystem. Covers Wrangler, KV, D1, Durable Objects, and R2 storage. | | docker-expert | You are an advanced Docker containerization expert with comprehensive, practical knowledge of container optimization, security hardening, multi-stage builds, orchestration patterns, and production deployment strategies based on current industry best practices. | | git-pr-review | Generate a concise and structured PR description from commit history with minimal token usage | | llm-app-patterns | Production-ready patterns for building LLM applications, inspired by Dify and industry best practices. | | local-llm-expert | Master local LLM inference, model selection, VRAM optimization, and local deployment using Ollama, llama.cpp, vLLM, and LM Studio. Expert in quantization formats (GGUF, EXL2) and local AI privacy. | | posix-shell-pro | Expert in strict POSIX sh scripting for maximum portability across Unix-like systems. Specializes in shell scripts that run on any POSIX-compliant shell (dash, ash, sh, bash --posix). | | turborepo-caching | Configure Turborepo for efficient monorepo builds with local and remote caching. Use when setting up Turborepo, optimizing build pipelines, or implementing distributed caching. | | vercel-deployment | Expert knowledge for deploying to Vercel with Next.js |

🧠 IA & LLM

| Nome da Skill | Descrição | |------------|-------------| | ai-product | Every product will be AI-powered. The question is whether you'll build it right or ship a demo that falls apart in production. | | llm-prompt-optimizer | Use when improving prompts for any LLM. Applies proven prompt engineering techniques to boost output quality, reduce hallucinations, and cut token usage. | | openwiki-skill | Direct Gemini-native integration of OpenWiki for autonomous, high-agency documentation management and release notes maintenance. | | prompt-engineer | Transforms user prompts into optimized prompts using frameworks (RTF, RISEN, Chain of Thought, RODES, Chain of Density, RACE, RISE, STAR, SOAP, CLEAR, GROW) | | prompt-engineering-patterns | Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability. |

📝 Documentação & Planejamento

| Nome da Skill | Descrição | |------------|-------------| | architect-review | Master software architect specializing in modern architecture | | concise-planning | Use when a user asks for a plan for a coding task, to generate a clear, actionable, and atomic checklist. | | copywriting | Write rigorous, conversion-focused marketing copy for landing pages and emails. Enforces brief confirmation and strict no-fabrication rules. | | deep-research | Run autonomous research tasks that plan, search, read, and synthesize information into comprehensive reports. | | executing-plans | Use when you have a written implementation plan to execute in a separate session with review checkpoints | | linear-claude-skill | Manage Linear issues, projects, and teams | | memb-skill | BDB local-first long-term memory engine (memB). Query, remember, and adapt preferences, code architectures, and developer patterns across tasks. | | modern-javascript-patterns | Comprehensive guide for mastering modern JavaScript (ES6+) features, functional programming patterns, and best practices for writing clean, maintainable, and performant code. | | planning-with-files | Work like Manus: Use persistent markdown files as your "working memory on disk." | | product-manager-toolkit | Essential tools and frameworks for modern product management, from discovery to delivery. | | readme | You are an expert technical writer creating comprehensive project documentation. Your goal is to write a README.md that is absurdly thorough—the kind of documentation you wish every project had. | | test-driven-development | Use when implementing any feature or bugfix, before writing implementation code | | writing-plans | Use when you have a spec or requirements for a multi-step task, before touching code |

🧊 3D & Motion

| Nome da Skill | Descrição | |------------|-------------| | remotion | Generate walkthrough videos from Stitch projects using Remotion with smooth transitions, zooming, and text overlays | | threejs-skills | Create 3D scenes, interactive experiences, and visual effects using Three.js. Use when user requests 3D graphics, WebGL experiences, 3D visualizations, animations, or interactive 3D elements. |

📈 SEO & Marketing

| Nome da Skill | Descrição | |------------|-------------| | geo-fundamentals | Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity). | | seo | Run a broad SEO audit across technical SEO, on-page SEO, schema, sitemaps, content quality, AI search readiness, and GEO. Use as the umbrella skill when the user asks for a full SEO analysis or strategy. | | seo-audit | Diagnose and audit SEO issues affecting crawlability, indexation, rankings, and organic performance. | | seo-technical | Audit technical SEO across crawlability, indexability, security, URLs, mobile, Core Web Vitals, structured data, JavaScript rendering, and related platform signals like robots.txt and AI crawler access. |

🔧 Programação Central & Depuração

| Nome da Skill | Descrição | |------------|-------------| | clean-code | This skill embodies the principles of "Clean Code" by Robert C. Martin (Uncle Bob). Use it to transform "code that works" into "code that is clean." | | debugger | Debugging specialist for errors, test failures, and unexpected behavior. Use proactively when encountering any issues. | | playwright-skill | IMPORTANT - Path Resolution: This skill can be installed in different locations (plugin system, manual installation, global, or project-specific). Before executing any commands, determine the skill directory based on where you loaded this SKILL.md file, and use that path in all commands below. | | simplify-code | Review a diff for clarity and safe simplifications, then optionally apply low-risk fixes. | | systematic-debugging | Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes | | typescript-pro | Master TypeScript with advanced types, generics, and strict type safety. Handles complex type systems, decorators, and enterprise-grade patterns. |

📦 Outros Utilitários

| Nome da Skill | Descrição | |------------|-------------| | bdb-updater | Proactively check for and install updates to the BDB Antigravity Skills package via NPM. | | monorepo-management | Build efficient, scalable monorepos that enable code sharing, consistent tooling, and atomic changes across multiple packages and applications. | | obsidian-markdown | Create and edit Obsidian Flavored Markdown with wikilinks, embeds, callouts, properties, and other Obsidian-specific syntax. Use when working with .md files in Obsidian, or when the user mentions wikilinks, callouts, frontmatter, tags, embeds, or Obsidian notes. | | senior-fullstack | Complete toolkit for senior fullstack with modern tools and best practices. | | token-saver-config | Context window output compression engine for CLI commands (60-99% token reduction). | | web-performance-optimization | Optimize website and web application performance including loading speed, Core Web Vitals, bundle size, caching strategies, and runtime performance |

| Nome da Skill | Descrição | |------------|-------------| | bdbmediastorm | The ultimate creative-tech and show-control brainstorming engine. Orchestrates multi-agent ideation focused on signal flow, hardware constraints, protocols, and BDB MCP integrations. Now strictly governed by the 3 Core Godmodes (engineering, ui-ux, shipping). | | bdbrainstorm | Combines multi-agent brainstorming, the /grill-me slash command, and the 3 Core Godmodes (godmode-engineering, godmode-ui-ux, godmode-shipping) to force a comprehensive, multi-agent ideation and technical design workflow. | | github-repo | Standards and workflows for writing, formatting, sanitizing, and publishing high-quality GitHub repositories, complementing openwiki-skill. | | memb-ingest | Deep scan and ingest project files (.md, .json, agent.md, .openwiki) and past conversation logs into the local memB vector memory engine. |

🤖 Agentes & Automação

| Nome da Skill | Descrição | |------------|-------------| | firecrawl-agent | AI-powered autonomous data extraction that navigates complex sites and returns structured JSON. Use this skill when the user wants structured data from websites, needs to extract pricing tiers, product listings, directory entries, or any data as JSON with a schema. Triggers on "extract structured data", "get all the products", "pull pricing info", "extract as JSON", or when the user provides a JSON schema for website data. More powerful than simple scraping for multi-page structured extraction. | | firecrawl-build-onboarding | Get Firecrawl credentials and SDK setup into a project. Use when an application needs FIRECRAWL_API_KEY, when an agent should add Firecrawl to .env, when the user wants to authenticate Firecrawl for app code, or when choosing the first SDK and docs for a new Firecrawl integration. This skill includes its own browser auth flow, so it does not depend on the website onboarding skill. | | firecrawl-build-search | Integrate Firecrawl /search into product code and agent workflows. Use when an app needs discovery before extraction, when the feature starts with a query instead of a URL, or when the system should search the web and optionally hydrate result content. |

🗄️ Backend & Bancos de Dados

| Nome da Skill | Descrição | |------------|-------------| | firecrawl-build | Integrate Firecrawl into product code for web scraping, crawling, searching, and interaction. Use this skill when an application needs to access web data, extract content, or automate web interactions. | | firecrawl-build-interact | Integrate Firecrawl /interact into product code for dynamic pages and browser actions after scraping. Use when a feature needs clicks, form fills, pagination, authentication-aware flows, or other multi-step interactions that plain /scrape cannot complete. | | firecrawl-download | Download an entire website as local files — markdown, screenshots, or multiple formats per page. Use this skill when the user wants to save a site locally, download documentation for offline use, bulk-save pages as files, or says "download the site", "save as local files", "offline copy", "download all the docs", or "save for reference". Combines site mapping and scraping into organized local directories. | | firecrawl-interact | Control and interact with a live browser session on any scraped page — click buttons, fill forms, navigate flows, and extract data using natural language prompts or code. Use when the user needs to interact with a webpage beyond simple scraping: logging into a site, submitting forms, clicking through pagination, handling infinite scroll, navigating multi-step checkout or wizard flows, or when a regular scrape failed because content is behind JavaScript interaction. Also useful for authenticated scraping via profiles. Triggers on "interact", "click", "fill out the form", "log in to", "sign in", "submit", "paginated", "next page", "infinite scroll", "interact with the page", "navigate to", "open a session", or "scrape failed". |

🚀 DevOps & Infraestrutura

| Nome da Skill | Descrição | |------------|-------------| | firecrawl | Search, scrape, and interact with the web via the Firecrawl CLI. Use this skill whenever the user wants to search the web, find articles, research a topic, look something up online, scrape a webpage, grab content from a URL, get data from a website, crawl documentation, download a site, or interact with pages that need clicks or logins. Also use when they say "fetch this page", "pull the content from", "get the page at https://", or reference external websites. This provides real-time web search with full page content and interact capabilities — beyond what Claude can do natively with built-in tools. Do NOT trigger for local file operations, git commands, deployments, or code editing tasks. |

🧠 IA & LLM

| Nome da Skill | Descrição | |------------|-------------| | firecrawl-scrape | Extract clean markdown from any URL, including JavaScript-rendered SPAs. Use this skill whenever the user provides a URL and wants its content, says "scrape", "grab", "fetch", "pull", "get the page", "extract from this URL", or "read this webpage". Handles JS-rendered pages, multiple concurrent URLs, and returns LLM-optimized markdown. Use this instead of WebFetch for any webpage content extraction. |

📝 Documentação & Planejamento

| Nome da Skill | Descrição | |------------|-------------| | firecrawl-crawl | Bulk extract content from an entire website or site section. Use this skill when the user wants to crawl a site, extract all pages from a docs section, bulk-scrape multiple pages following links, or says "crawl", "get all the pages", "extract everything under /docs", "bulk extract", or needs content from many pages on the same site. Handles depth limits, path filtering, and concurrent extraction. |

📦 Outros Utilitários

| Nome da Skill | Descrição | |------------|-------------| | firecrawl-build-scrape | Integrate Firecrawl /scrape into product code for single-page extraction. Use when an app already has a URL and needs markdown, HTML, links, screenshots, metadata, or structured page output. Prefer this skill over broader crawl patterns when the feature is page-level. | | firecrawl-map | Discover and list all URLs on a website, with optional search filtering. Use this skill when the user wants to find a specific page on a large site, list all URLs, see the site structure, find where something is on a domain, or says "map the site", "find the URL for", "what pages are on", or "list all pages". Essential when the user knows which site but not which exact page. | | firecrawl-search | Web search with full page content extraction. Use this skill whenever the user asks to search the web, find articles, research a topic, look something up, find recent news, discover sources, or says "search for", "find me", "look up", "what are people saying about", or "find articles about". Returns real search results with optional full-page markdown — not just snippets. Provides capabilities beyond Claude's built-in WebSearch. |

🔄 BDB Software Engineering Pipeline & Comandos Slash

 IDEATE & MEDIA STORM     DEFINE & SCAFFOLD      PLAN & SPEC      BUILD & MCPs       VERIFY        SHIP
 ┌──────────────────┐    ┌─────────────────┐    ┌───────────┐    ┌────────────┐   ┌──────────┐   ┌──────────┐
 │ Grill Me & Media │ ──▶│  Folder Select  │ ──▶│ Spec &    │ ──▶│ Subagents  │──▶│ QA Gate  │──▶│ OpenWiki │
 │   Brainstorming  │    │ OpenWiki & Repo │    │   Plan    │    │ & MCP Dev  │   │ Review   │   │  & Push  │
 └──────────────────┘    └─────────────────┘    └───────────┘    └────────────┘   └──────────┘   └──────────┘
/grill-me /bdbmediastorm  /openwiki /github-repo    /plan          /subagents       /review        /ship

Os agentes de IA seguem este ciclo de vida estruturado, profundamente integrado com a filosofia do BDBrainstorm e BDBMediaStorm:

• 1. IDEATE & MEDIA STORM (/grill-me, /bdbrainstorm, /bdbmediastorm): Desafiar ideias ativamente ou realizar brainstorming multi-agente de mídia/event-tech. Inicia subagentes especializados (Especialista CI/Design, Arquiteto Real Time, Implementador MCP) para validar hardware, cenografia 3D (Rhino, Blender, Unreal), protocolos (OSC, Art-Net) e compatibilidade MCP.
• 2. DEFINE & SCAFFOLD (openwiki-skill, github-repo): Confirmar diretório de workspace alvo com o usuário e, em seguida, inicializar autonomamente a documentação do projeto, agent.md, estruturas .openwiki/ e padrões do repositório GitHub.
• 3. PLAN (/plan): Criar especificações de design técnico, PRD e planos de implementação arquivo por arquivo, aderindo estritamente aos padrões ui-ux-pro-max.
• 4. BUILD (/subagents): Desenvolvimento guiado por subagentes. O orquestrador mestre delega tarefas específicas de criação de componentes, patching de nós e refatoração para subagentes independentes.
• 5. VERIFY & REVIEW (/review): Realizar revisões de portão de QA, varredura de segredos, suítes de testes unitários e auditorias rígidas de UI/UX ou fluxo de sinal.
• 6. SHIP (/ship): Fazer commit, enviar repositórios privados, atualizar documentos OpenWiki autonomamente e publicar ao vivo.

🧠 BDBrainstorm: O Motor Definitivo de Ideação

Incluída neste arsenal otimizado está nossa skill proprietária BDBrainstorm.

O BDBrainstorm combina brainstorming multi-agente, o comando slash /grill-me, desenvolvimento guiado por subagentes e workflows extremos de design UI/UX para forçar um processo abrangente de ideação multi-agente. Ele testa estresse em designs, projeta os sistemas por trás deles e gera planos de implementação executáveis de alta fidelidade.

🔌 22 Integrações Locais Personalizadas de MCP

Em vez de depender de mocks rudimentares em python ou APIs remotas com falhas, este repositório empacota 22 wrappers MCP locais e personalizados (no diretório mcps/). Eles são construídos/preparados automaticamente e permitem que seu assistente de IA leia, escreva e execute comandos nos principais softwares criativos do mercado.

Fornecemos uma arquitetura de motor duplo otimizada para ambientes macOS e Windows:

• Direct OS-Native Bridge (bdb_adobe_mcp): Executa scripts sem necessidade de instalação.
  • macOS: Direciona IDs de pacotes de aplicações diretamente via streams de comando AppleScript do javascript / DoScript.
  • Windows: Consulta e instancia automaticamente objetos COM locais via scripts wrapper em PowerShell e executa código ExtendScript .jsx temporário.
• Cross-Platform UXP WebSocket Bridge (bdb_adobe_uxp_mcp): Um proxy WebSocket de três camadas (servidor Node.js na porta 8080 + plugins nativos de desenvolvedor UXP) para manipulação profunda de DOM e sessões WebSocket persistentes no Photoshop e Premiere Pro, funcionando identicamente no Windows e macOS.

• Principal: bdb_davinci_mcp: Funciona nas versões Gratuito e Studio usando um loop de menu de script de workspace. Expõe 162 ferramentas (Timeline, clips, marcadores, grades, Fusion) e inclui modelos de IA locais baseados em CPU (Meta Demucs v4 para isolamento de voz, faster-whisper para legendas automáticas e rembg para remoção de fundo).
• Studio: bdb_davinci_mcp_studio: O servidor Node.js oficial (baseado no samuelgursky) para gerenciamento direto e avançado de linha do tempo e projetos no Resolve Studio.
• Fallback: bdb_davinci_mcp_fallback: Servidor python profissional Hoyt-harness para scripting no Studio.

• Principal: bdb_rhino_mcp: Conector oficial da McNeel (gerenciado via roteador Yak) para leitura/escrita nativa de layouts geométricos do Rhino.
• Fallback: bdb_rhino_mcp_fallback: O servidor 3D GOLEM com 105 ferramentas para manipular dinamicamente ativos do Rhino 8, executar scripts e resolver definições do Grasshopper.

🏗️ Vectorworks

• Principal: bdb_vectorworks_mcp: Índice de busca semântico baseado em RAG sobre documentação do VectorScript e API do Vectorworks (porta 8765) para desenho CAD automatizado.

🎮 Unreal Engine

• Principal: bdb_unreal_mcp: Conecta-se via Unreal Engine 5 Web Remote Control API (porta 30010) e o conjunto de ferramentas gimmeDG. Permite ao agente consultar, criar atores, editar materiais, escrever Blueprints e automatizar a manipulação de níveis/sequenciadores.

🧊 Blender (Twin-Engine)

• Principal: bdb_blender_mcp: Integração de soquete BlenderMCP para layout de cena, geração de malha e controles de viewport.
• Fallback: bdb_blender_mcp_fallback: Servidor python do djeada para gerenciar conexões TCP do Blender e scripting python bruto.

🎛️ TouchDesigner (Twin-Engine)

• Principal: bdb_touchdesigner_mcp: MindDesigner-Bridge (tdmcp) na porta 9980 para ler e escrever redes através de estruturas .tox personalizadas.
• Fallback: bdb_touchdesigner_mcp_fallback: Inspetor e consulta de nós TCP de fallback.

💡 grandMA3 & Resolume

• grandMA3: bdb_ma3_mcp envia streams de comandos OSC/UDP diretamente para sua mesa grandMA3 (porta 8000) para automatizar cues, macros e patch de fixtures.
• Resolume: bdb_resolume_mcp envolve a API REST do Arena (porta 8080) para sequenciar camadas, consultar status e disparar clipes.

🖥️ OS Control (Dual-Engine)

• macOS/Linux: zavora_computer_use: Empacotado com objetos binários nativos pré-compilados do Rust NAPI (macOS arm64/x64, Linux) para controlar mouse, teclado, janelas e aplicativos sem erros de compilação em tempo de execução.
• Windows: bdb_windows_computer_use: Controlador nativo Win32 / COM / UIAutomation baseado em python com suporte local a OCR (Tesseract) para automação avançada de GUI do Windows.

🧠 Local Semantic Brain (memB)

• memb_mcp: Expõe ferramentas padrão de memória de longo prazo (add_memory, search_memory, delete_memory, list_memories) usando um motor vetorial completamente local e offline-first (movido por um modelo ONNX empacotado de 30MB e SQLite).

📖 14 Skills Especializadas do Sistema

Este repositório também contém 14 configurações profundas de sistema e diretrizes de documentação mapeadas automaticamente. Se um agente de IA importar este pacote, ele lerá imediatamente esses arquivos markdown para aprender assinaturas de ferramentas, argumentos esperados, ganchos ExtendScript e etapas comuns de solução de problemas para cada aplicação.

• bdb-unreal-mcp.md
• bdb-rhino-mcp.md
• bdb-davinci-mcp.md
• bdb-blender-mcp.md
• bdb-after-effects-mcp.md
• bdb-vectorworks-mcp.md
• bdb-touchdesigner-mcp.md
• bdb-computer-use-mcp.md
• bdb-grandma3-mcp.md
• bdb-resolume-mcp.md
• bdb-adobe-suite-mcp.md
• bdb-memb-mcp.md
• openwiki-skill: Direct Gemini-native integration of OpenWiki for autonomous, high-agency documentation management and release notes maintenance.
• memb-skill: BDB local-first long-term memory engine (memB). Query, remember, and adapt preferences, code architectures, and developer patterns across tasks.

🌐 OpenWiki & RepoGraph Code Health Engine (v2.4.0)

O OpenWiki Engine mantém autonomamente documentação viva da base de código, especificações de arquitetura, ADRs, notas de lançamento e análises de saúde do código em tempo real em todos os seus projetos ativos.

📚 Documentação & Dashboard

• Entrypoint & Setup: .openwiki/quickstart.md
• Architecture & Ecosystem: .openwiki/architecture.md
• Design Decisions (ADRs): .openwiki/decisions.md
• Changelog & History: .openwiki/release_notes.md
• Code Health Report: .openwiki/code_health.md
• Interactive Live Dashboard: .openwiki/code_health_dashboard.html

1. Multi-Provider LLM Agility: Decoupled from single-vendor lock-in. Configure any LLM backend via environment variables:
   • Google GenAI: gemma-4-26b-a4b-it (padrão via SDK google-genai, com fallback de descoberta automática de modelos)
   • Groq: llama-3.3-70b-versatile (ultra-low latency)
   • Grok / xAI: grok-2-latest
   • Nvidia NIM: meta/llama-3.3-70b-instruct
   • OpenRouter: anthropic/claude-3.5-sonnet (200+ models)
   • OpenAI: gpt-4o-mini / gpt-4o
   • Offline / Local: Ollama (llama3), LM Studio, or any OpenAI-compatible endpoint.
2. RepoGraph Zero-Token Git Analytics: Analyzes 90-day hotspot velocity, single-author bus factor risk, and maintainability index purely through deterministic local Git analysis—costing 0 LLM tokens.
3. Repowise-Grade Live HTML Dashboard: .openwiki/code_health_dashboard.html provides 6 visual SVG panels (Galaxy Cluster Map, Risk Donut, Bus Factor Matrix, Commit Velocity Churn, Hotspot Leaderboard, Architecture Health Radar) with 60-second live auto-refresh and integrated memB ADR telemetry.

Para garantir que a documentação do seu projeto e os dashboards de saúde do código nunca fiquem desatualizados, configure o daemon em segundo plano:

On macOS (LaunchAgent)

bash ~/.gemini/config/skills/openwiki-skill/scripts/install_daemon.sh

On Windows (Task Scheduler)

powershell -ExecutionPolicy Bypass -File "$env:USERPROFILE\.gemini\config\skills\openwiki-skill\scripts\install_daemon.ps1"

Para Todas as Plataformas: Registrar Projetos & Monitorar

Registrar Projetos: Adicione caminhos de workspace ao seu arquivo de configuração em ~/.openwiki/projects.json:

{
  "projects": [
    "~/bdb-dev/bdb-dev-optimized-agent-skills",
    "~/Projects/your-active-project"
  ],
  "interval_seconds": 3600
}

Monitorar Execução: Acompanhe os logs ativos para inspecionar o status de reconstrução da documentação em segundo plano:

tail -f ~/.openwiki/daemon.log

🖥️ BDB OS Agent Workspace: Orquestração de Multi-Agentes Paralelos (v3.0.0)

O BDB OS Agent Workspace é o Meta-Harness de Desktop e a Camada de Orquestração projetada para agentes de IA paralelos. Ele permite que os desenvolvedores iniciem, gerenciem e coordenem múltiplas sessões de agentes isoladas concorrentemente em Git Worktrees independentes, com loops de feedback de terminal em tempo real e roteamento automatizado de revisão de PR.

flowchart TD
    A[Desktop IDE Meta-Harness] --> B[Orquestrador de Git Worktrees]
    B --> C[Sessão de Agente 1: Construção de Feature]
    B --> D[Sessão de Agente 2: Refatoração]
    B --> E[Sessão de Agente N: Teste & Verificação]
    C --> F[Controle de Terminal ao Vivo & Monitor de Processos]
    D --> F
    E --> F
    F --> G[Loops de Feedback CI/CD Automáticos]
    G --> H[Revisão de PR & Roteamento de Merge]
    H --> I[Repositório Git Central]

• Isolamento de Git Worktree: Instancia árvores de trabalho dedicadas e limpas para cada sessão de subagente, prevenindo corrupção de estado de arquivos e colisões de lockfiles durante edições concorrentes.
• Desktop Meta-Harness: Coordena configurações multi-workspace, variáveis de ambiente e portas de servidores locais em ambientes de desenvolvimento concorrentes.
• Execução Paralela de Agentes: Inicia agentes autônomos trabalhando simultaneamente em módulos, recursos ou correções de bugs separados, sem interferir no branch principal do workspace.

• Controle de Terminal ao Vivo: Captura fluxos stdout/stderr de subagentes com monitoramento ativo de processos, controle de ciclo de vida de sessões e relatórios de status em tempo real.
• Loops de Feedback CI/CD Automáticos: Monitora saídas de testes e tarefas de build, roteando rastros de erro diretamente de volta ao contexto do subagente executor para reparo imediato.
• Roteamento de Revisão de PR: Empacota recursos concluídos, executa verificações automatizadas de segurança e saúde de código e roteia Pull Requests gerados para revisão do usuário ou fusão automatizada.

• Harnesses de Agentes Suportados:
  • Google Antigravity / AGY CLI
  • Claude Desktop & Claude Code
  • Cursor & Windsurf
  • Roo Code & Cline
  • ChatGPT Codex / Codex CLI
  • Aider & VS Code
• Repositório Direto: Acesse o orquestrador de workspace em github.com/hybridlabor-api/bdb-os-agent-workspace.

git clone https://github.com/hybridlabor-api/bdb-os-agent-workspace.git

🎨 BDB Creator Extension: Pipeline de Mídia & Computação 3D de Alta Capacidade (v3.0.0)

O BDB Creator Extension (bdb-dev-creator-extension) é o pipeline de computação de mídia de alta capacidade projetado para manter o pacote de skills principal rápido, leve e responsivo (<25MB). Ele desacopla redes neurais CUDA/ML, síntese de malhas 3D, geração CAD paramétrica, edição de vídeo automatizada e motores de renderização ComfyUI locais.

flowchart LR
    A[Agente Principal de Skills] -->|Requisição MCP| B[Roteador BDB Creator Extension]
    B --> C[Suite de Geração 3D]
    B --> D[Suite de Vídeo Cinema]
    B --> E[Motor MCP ComfyUI Local]
    C --> C1[TRELLIS: 3D de Alta Fidelidade]
    C --> C2[TripoSR: Malha Rápida <0.5s]
    C --> C3[CadQuery: Text-to-CAD]
    D --> D1[Diretor AI OpenMontage]
    D --> D2[Remotion Video-Shotcraft]
    D --> D3[Servidor MCP Palmier Pro NLE]
    E --> E1[Geração de Imagem FLUX.1]
    E --> E2[Pipeline SDXL]
    E --> E3[Difusão de Vídeo Wan2.1]
    C1 & C2 & C3 & D1 & D2 & D3 & E1 & E2 & E3 --> F[Mídia Renderizada & Ativos Espaciais]

• Microsoft TRELLIS: Geração de ativos Image-to-3D de alta fidelidade produzindo malhas 3D texturizadas e representações NeRF/Gaussian Splat.
• Stability AI TripoSR: Geração ultra-rápida de imagem única para malha 3D em menos de meio segundo (<0.5s) para prototipagem espacial rápida.
• CadQuery Text-to-CAD Paramétrico: Gera modelos de engenharia precisos e geometria arquitetônica nos formatos STEP, STL e URDF.

• Orquestrador AI OpenMontage: Narrativa em vídeo automatizada, montagem de roteiro para linha do tempo e sequenciamento de tomadas.
• Remotion Video-Shotcraft: Mais de 100 componentes de vídeo programáticos de nível de cinema e templates de motion graphics construídos com React.
• Servidor MCP Palmier Pro NLE: Ponte MCP HTTP em tempo real (http://127.0.0.1:19789/mcp) que expõe capacidades nativas de edição de vídeo não linear do macOS.

• Integração Protocolo Model Context: Expõe fluxos de trabalho locais do ComfyUI diretamente como ferramentas executáveis para agentes de IA via MCP.
• Modelos Generativos Suportados:
  • FLUX.1: Síntese de imagens de alta resolução e aderência precisa a prompts.
  • SDXL: Controle de fluxo de difusão latente com LoRAs e ControlNets customizados.
  • Wan2.1: Modelos de difusão de vídeo generativo para criação de clipes com alta taxa de quadros.
• Repositório Direto: Acesse a extensão em github.com/hybridlabor-api/bdb-dev-creator-extension.

git clone https://github.com/hybridlabor-api/bdb-dev-creator-extension.git

🧠 memB: Cérebro Semântico Personalizado (v2.2.1)

O BDB OS introduz um cérebro de memória semântica local, offline-first totalmente integrado baseado no memB. Ele fornece contexto de computação zero para SLMs e uma arquitetura de vault de arquivos planos AI-first.

1. Ingestion via the /memb-ingest Skill

The ecosystem includes a deeply integrated skill (/memb-ingest). When an agent runs this, the memb_ingest.py script recursively scans your project (reading .openwiki, agent.md, transcripts, and architecture files).

• Offline Vector Embeddings: It bundles a pre-quantized 30MB all-MiniLM-L6-v2 ONNX model to chunk and store these learnings natively in a fast SQLite vector store (~/.MemBDB/memb.db), all without hitting external APIs.

2. Autonomous AI-First Vault Generation

Once ingestion completes, memB natively generates a physical Markdown Vault (~/.MemBDB/memB_Vault) structured around a strict "God Mode" radial topology:

• Zero-Compute Context: A universal agent.md and a master God_Mode.md are written to the root. Small 30MB local inference models can instantly orient themselves macroscopically by reading these physical files without spending context tokens on complex database calls.
• Micro-Targeted RAG: For precise execution, the small LLMs query the vector DB to retrieve just the exact 3-5 sub-files needed.

3. The Obsidian Visualization Plugin

memB includes a native Obsidian Plugin (obsidian-memb-plugin) that acts as a visual UI over your physical vault.

• Top-Down Radial Tree: It reads the generated memB_Vault and maps it visually using Obsidian's graph view.
• By strictly using directional parent-to-child links (e.g., God Mode -> Projects -> Category -> Neuron), the Obsidian graph blossoms outward like a flower, completely preventing the "black hole" context clustering seen in unstructured graph databases.

4. Data Sovereignty & Security

• Zero Telemetry: Absolute data sovereignty with no remote tracking.
• Secret Filtration: Blocks passwords, raw API keys, and connection strings before injection.

⚡ Heimdall Token Saver: Compressão de Contexto CLI (v2.6.3)

Heimdall Token Saver é um motor de compressão de contexto ultra-rápido projetado para reduzir drasticamente o uso da janela de contexto para saídas de execução de ferramentas CLI em workflows de agentes de IA.

• Automatic CLI Output Context Compression: Reduces token overhead by 60–99% on high-volume CLI tool outputs without impacting agent understanding.
• Zero Information Loss Guarantee: Preserves all error messages, failed assertions, stack traces, exit codes, and actionable debugging context while stripping redundant whitespace, progress spinners, and repetitive logs.
• Automatic Secret Redaction: Automatically detects and redacts passwords, tokens, API keys, and sensitive environment variables prior to inserting command output into agent context windows.

• 36 Specialized Processors: Includes tailored compression rules for:
  • Version Control & Dev Tools: git (status, diff, log, branch)
  • Testing Frameworks: pytest, jest, cargo test, vitest, go test
  • Containers & Infrastructure: docker, kubectl, terraform
  • Package Managers & Build Systems: npm, yarn, pnpm, pip, cargo, go package listings and build outputs
• Preservation Rules: Guarantees line numbers, error traces, and exact failure sites remain 100% intact for immediate root-cause diagnosis.

• Automated Hook Installation: Configured and installed seamlessly via installer.js.
• Supported Harnesses:
  • Claude Code: Integrated via PreToolUse hook.
  • Google Antigravity CLI: Integrated via AfterTool hook.

📊 Diagnóstico CLI & Ferramentas

Você pode executar comandos de diagnóstico e benchmarking diretamente no seu terminal:

• Verificar Versão: token-saver version
• Ver Economias & Estatísticas de Uso: token-saver stats
• Benchmark de Economia por Comando: token-saver benchmark '<command>'

🛠️ Instalação

🆚 Qual Versão Devo Usar?

• Versão Agent Skills (bdb-dev-optimized-agent-skills): Inclui todas as skills otimizadas, interface interativa de seleção MCP e daemons em segundo plano ativos. Instala e orquestra automaticamente o motor de memória semântica local memB e os git-hooks de autodocumentação do OpenWiki. Ideal para gerenciamento de projetos autônomo e de longo prazo.
• Versão Legacy Antigravity (bdb-antigravity-skills@legacy): O pacote antigravity original.

O instalador é construído usando um menu interativo baseado em Node. Ele permite:

1. Backup & Sobrescrever: Faz backup com segurança dos arquivos de configuração existentes e os sobrescreve.
2. Merge: Mescla as novas skills, configurações e caminhos MCP locais personalizados com os já existentes.

Opção 1: Pergunte ao seu Agente de IA (Mais Fácil)

Basta dizer ao seu assistente:

"Por favor, execute npx -y @hybridlabor-api/bdb-dev-optimized-agent-skills@latest para instalar o pacote de skills e configurar os servidores MCP locais."

Opção 2: Linha de Comando (Global via NPX - Recomendado)

Execute o script globalmente em seu terminal. Recomendamos sempre adicionar @latest para buscar a versão mais recente:

npx -y @hybridlabor-api/bdb-dev-optimized-agent-skills@latest

(Este comando funciona em terminais Mac/Linux, bem como no Windows PowerShell!)

Opção 3: Usando Homebrew (macOS)

Se você está no Mac e prefere o Homebrew, pode adicionar o repositório e instalar o pacote:

brew tap hybridlabor-api/bdb-skills
brew install bdb-skills
bdb-skills

Opção 4: Script Shell Manual (Git Clone)

Clone o repositório e execute o script instalador:

git clone https://github.com/hybridlabor-api/bdb-dev-optimized-agent-skills.git
cd bdb-dev-optimized-agent-skills
chmod +x installer.sh
./installer.sh

O script instalador fará automaticamente:

1. Fazer backup seguro das suas skills globais e de workspace existentes.
2. Implantar as novas skills de configuração global curadas.
3. Instalar as skills de agente específicas do workspace.
4. Copiar o GEMINI.md personalizado para ~/.gemini/GEMINI.md.
5. Pré-aquecer dependências do Python via uv run para evitar timeouts do agente de IA na primeira execução.

Elevate your agency. Dominate the workflow.