🌐 Language / Sprache / Idioma: 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 - Optimized Creative & Full-Stack Skills Pack

Supercharging AI coding agents with 153 hyper-curated skills, 22 local MCPs, and deep integrations for the creative technology industry.

Welcome to the BDB DEV Skills & MCP Configuration repository. This project serves as the backbone of our creative and full-stack development ecosystem, supercharging AI agents with highly specialized capabilities tailored for the event and creative technology industry, as well as general-purpose software engineering.

While optimized for Google Antigravity, this skills pack and MCP configuration is 100% universal and works seamlessly with all modern AI agents and developer interfaces, including ChatGPT Codex / Codex CLI, Claude Desktop, Claude Code, Cursor, Aider, Roo Code, Cline, and Windsurf.

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

🪐 Universal Agent Harness

The installer features a fully automated Universal Sync engine. It scans your system for Claude Desktop, Cursor, Windsurf, Aider, Roo/Cline, and injects the curated MCP configuration and Godmode rules across all environments simultaneously.

🧩 Ecosystem Integrations

This package acts as the bridge to three major upstream capabilities:

• BDB OS Agent Workspace: The Orchestration Layer for parallel AI agents. Start multiple isolated agent sessions via Git-Worktrees with live terminal control, automatic CI/CD feedback loops, and PR review routing.
• BDB Creator Extension: The heavy-lifting Agentic Media Pipeline. Gives agents local ComfyUI MCP capabilities (FLUX, SDXL), Image-to-3D generation (TripoSR, TRELLIS), and automated video production through OpenMontage and Remotion.
• BDB Synapse: 3D Codebase Visualization & Agent Session Replay. Renders your repository as an interactive code city and replays agent sessions as light trails, showing which files were read, edited, and where friction occurred.

Overview

🌟 153 Optimized Skills

We started with a massive pool of over 1,400 raw AI skills. After rigorous testing, filtering, and refinement, we've distilled them down to a hyper-curated set of 153 Optimized Skills (featuring a native OpenWiki documentation engine, the memB local semantic memory brain, and Universal Agent Harness synchronization).

These skills are precision-engineered to ensure agents waste no time on redundant tasks and instead operate with maximum agency, strict architectural constraints, and robust context awareness.

🛡️ The 7 Godmodes (Apex Layer)

Instead of letting agents wander through generic instructions, the top-tier of this repository enforces seven Hyper-Curated Godmodes. These act as the ultimate gatekeepers for your codebase:

💻 Beyond Events: Full-Stack Software & Web Agents

While heavily optimized for the creative tech industry, these skills are deeply rooted in core software engineering:

• Autonomous Web Operations: Full suite of Firecrawl-powered specialized agents for structured data extraction, automated web interaction, and complex scraping operations.
• Full-Stack Development: Spinning up Next.js App Router boilerplates, building scalable Node.js microservices, and crafting interactive frontends.
• App Development: Architecting databases with Prisma/Drizzle, designing REST/GraphQL APIs, and building standard web and mobile applications from scratch.
• Design & Quality Assurance: Auditing UI/UX patterns (utilizing ui-ux-pro-max), enforcing clean code principles, and setting up strict CI/CD pipelines.

🗂️ The Complete Skill Library

🎨 Frontend & UI/UX Design

⚛️ React & Next.js

🗄️ Backend, Databases & APIs

🐍 Python

🦕 TypeScript & JavaScript

🧠 AI, LLM & Prompt Engineering

🤖 Agents & Multi-Agent Systems

🕷️ Web Scraping & Automation

🔥 Firecrawl Workspace Agents

📈 SEO & Marketing

🚀 DevOps, Infrastructure & CLI

🧊 3D, Motion & Video

📝 Documentation, Planning & Quality

📦 Utilities & Integrations

🌀 BDB Ecosystem & Methodologies

🔄 BDB Software Engineering Pipeline & Slash Commands

 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
 └──────────────────────────────────────────────────────────────────────────────────────────────────────────┘
                                  🚀 Autonomous Execution: /startcycle

AI agents follow this structured lifecycle, deeply integrated with the BDBrainstorm and BDBMediaStorm philosophy:

• 🚀 Autonomous Pipeline (/startcycle): Prompt-less execution macro that runs the 5-agent team (Planner_Orchestrator ➔ Godmode_UI_UX, Godmode_Engineering, Godmode_Media_EventTech ➔ Godmode_Shipping ➔ .openwiki + memB) with deterministic file hand-offs in production_artifacts/.
• 1. IDEATE & MEDIA STORM (/grill-me, /bdbrainstorm, /bdbmediastorm): Actively challenge ideas or conduct multi-agent media/event-tech brainstorming. Spawns specialized subagents (CI/Design Expert, Real Time Architect, MCP Implementer) to validate hardware, 3D scenography (Rhino, Blender, Unreal), protocols (OSC, Art-Net), and MCP compatibility.
• 2. DEFINE & SCAFFOLD (openwiki-skill, github-repo): Confirm target workspace directory with the user, then autonomously initialize project documentation, agent.md, .openwiki/ structures, and GitHub repo standards.
• 3. PLAN (/plan): Create technical design specs, PRD, and file-by-file implementation plans, strictly adhering to godmode-ui-ux standards.
• 4. BUILD (/subagents): Subagent-driven development. The master orchestrator delegates specific component creation, node patching, and refactoring tasks to independent subagents.
• 5. VERIFY & REVIEW (/review): Perform QA gate reviews, secret scans, unit test suites, and strict UI/UX or signal-flow audits.
• 6. SHIP (/ship): Commit, push private repositories, update OpenWiki docs autonomously, ingest into memB, and deploy live.

🧠 BDBrainstorm: The Ultimate Ideation Engine

Included in this optimized arsenal is our proprietary BDBrainstorm skill.

BDBrainstorm combines multi-agent brainstorming, the /grill-me slash command, subagent-driven development, and extreme UI/UX design workflows to force a comprehensive, multi-agent ideation process. It stress-tests designs, architectures the systems behind them, and outputs actionable, high-fidelity implementation plans.

🔌 22 Custom Local MCP Integrations

Rather than relying on skeletal python mocks or broken remote APIs, this repository bundles 22 custom, local MCP wrappers (in the mcps/ directory). These are built/warmed automatically and allow your AI assistant to read, write, and execute commands within the industry's leading creative software.

📖 MCP System Skills

This repository contains deep-system configurations and documentation guidelines mapped automatically. If an AI agent imports this pack, it will immediately read these markdown files to learn the tool signatures, expected arguments, ExtendScript hooks, and common troubleshooting steps for each application.

🌐 OpenWiki & RepoGraph Code Health Engine

The OpenWiki Engine autonomously maintains living codebase documentation, architecture specs, ADRs, release notes, and real-time code health analytics across all your active projects.

📚 Documentation & 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

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

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

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

tail -f ~/.openwiki/daemon.log

🖥️ BDB OS Agent Workspace: Parallel Multi-Agent Orchestration

BDB OS Agent Workspace is the Desktop Meta-Harness and Orchestration Layer designed for parallel AI agents. It enables developers to spawn, manage, and coordinate multiple isolated agent sessions concurrently across independent Git Worktrees with real-time terminal feedback loops and automated PR review routing.

flowchart TD
    A[Desktop IDE Meta-Harness] --> B[Git Worktree Orchestrator]
    B --> C[Agent Session 1: Feature Build]
    B --> D[Agent Session 2: Refactoring]
    B --> E[Agent Session N: Test & Verification]
    C --> F[Live Terminal Control & Process Monitor]
    D --> F
    E --> F
    F --> G[Automatic CI/CD Feedback Loops]
    G --> H[PR Review & Merge Routing]
    H --> I[Central Git Repository]

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

🧿 BDB Synapse: 3D Codebase Visualization & Agent Session Replay

BDB Synapse renders your repository as an interactive 3D code city and replays coding-agent sessions as light trails moving through it — showing which files were read, edited, and where friction occurred. One Go binary, fully local, zero telemetry.

Inspired by and forked from cosmtrek/mindwalk (MIT License).

flowchart LR
    A[Agent Session Logs] -->|JSONL Parsing| B[Go Trace Adapters]
    B --> C[Normalized Event Stream]
    D[Repository Tree] -->|Deterministic Layout| E[3D Citymap Generator]
    C & E --> F[Local Go Server]
    F --> G[React + Three.js WebGL Frontend]
    G --> H[Interactive 3D Code City]

Supported Agents

Key Features

• Tree & Terrain Views: Repository as a radial tree or treemap — glow ∝ how deeply a file was touched.
• Touch States: Seen (moss green), Read (moonlight blue), Edited (warm amber), Unvisited (dark).
• Playback Deck: Scrub or play the session over a bucketed histogram. Observation stays cool, mutation glows warm.
• Agent Lenses: When a session launched subagents, pick a lens to replay any subagent's trace on the same map.
• Session Evaluation: Ask a local agent CLI to judge the session's trajectory against criteria drafted from your own request.

synapse                              # scan all agent dirs, open browser
synapse open <session.jsonl>         # replay one specific session
synapse map <repo>                   # render a repository map, no session needed

🎨 BDB Creator Extension: Heavy-Lifting Media & 3D Compute Pipeline

BDB Creator Extension (bdb-dev-creator-extension) is the heavy-lifting media compute pipeline designed to keep the core agent skills pack fast, lightweight, and responsive (<25MB). It encapsulates CUDA/ML neural networks, 3D mesh synthesis, parametric CAD generation, automated video editing, and local ComfyUI rendering engines.

flowchart LR
    A[Core Skills Agent] -->|MCP Request| B[BDB Creator Extension Router]
    B --> C[3D Generation Suite]
    B --> D[Cinema Video Suite]
    B --> E[Local ComfyUI MCP Engine]
    C --> C1[TRELLIS: High-Fidelity 3D]
    C --> C2[TripoSR: Fast Mesh <0.5s]
    C --> C3[CadQuery: Text-to-CAD]
    D --> D1[OpenMontage AI Director]
    D --> D2[Remotion Video-Shotcraft]
    D --> D3[Palmier Pro NLE MCP Server]
    E --> E1[FLUX.1 Image Gen]
    E --> E2[SDXL Pipeline]
    E --> E3[Wan2.1 Video Diffusion]
    C1 & C2 & C3 & D1 & D2 & D3 & E1 & E2 & E3 --> F[Rendered Media & Spatial Assets]

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

npx @hybridlabor-api/bdb-os-remote installer

🧠 memB: Custom Semantic Brain

BDB OS introduces a fully integrated local, offline-first semantic memory brain based on memB. It provides zero-compute context for SLMs and an AI-first flat-file vault architecture.

⚡ Heimdall Token Saver: CLI Context Compression

Heimdall Token Saver is an ultra-fast context compression engine designed to drastically reduce context window usage for CLI tool execution outputs in AI agent workflows.

🛠️ Installation

🆚 Which Version Should I Use?

• Agent Skills Version (bdb-dev-optimized-agent-skills): Includes all optimized skills, interactive MCP selection UI, and active background daemons. It automatically installs and orchestrates the memB local semantic memory engine and the OpenWiki self-documenting git-hooks. Best for fully autonomous, long-term project management.
• Legacy Antigravity Version (bdb-antigravity-skills@legacy): The original antigravity pack.

The installer is built using an interactive Node-based menu. It allows you to:

1. Backup & Overwrite: Safely backups existing configuration files and overrides them.
2. Merge: Merges the new skills, configs, and custom local MCP paths with your existing ones.

Option 1: Ask Your AI Agent (Easiest)

Simply tell your assistant:

"Please run npx -y @hybridlabor-api/bdb-dev-optimized-agent-skills@latest to install the skills pack and configure the local MCP servers."

Option 2: Command Line (Global via NPX - Recommended)

Run the script globally in your terminal. We recommend always appending @latest to fetch the newest version:

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

(This command works on Mac/Linux terminals as well as Windows PowerShell!)

Option 3: Using Homebrew (macOS)

If you are on a Mac and prefer Homebrew, you can tap and install the package:

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

Option 4: Manual Shell Script (Git Clone)

Clone the repository and run the installer script:

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

The installer script will automatically:

1. Back up your existing global and workspace skills safely.
2. Deploy the new curated global config skills.
3. Install the workspace-specific agent skills.
4. Copy the customized GEMINI.md to ~/.gemini/GEMINI.md.
5. Pre-warm Python dependencies via uv run to prevent AI agent timeouts on first run.

Elevate your agency. Dominate the workflow.