DeckerGUI OS — Vision-Centric Agentic Operating Architecture

🏗️ Three-Layer Architecture

┌─────────────────────────────────────────────────────────────────────────┐ │ DECKERGUI LANDING (Port 3010) │ │ Entry Point / Ecosystem Dashboard │ ├─────────────────────────────────────────────────────────────────────────┤ │ │ │ ┌──────────────────── CTAX-Ai RUNTIME ────────────────────────────┐ │ │ │ BrowserOS neo │ Puppeteer │ Playwright │ MCP Servers │ CLI │ │ │ │ Go v2.0.0 │ 10 Commands │ 25 Tools │ 4 LLM Providers │ │ │ └──────────────────────────┬───────────────────────────────────────┘ │ │ │ │ │ ┌──────────────────── DOCKING FEATURES ───────────────────────────┐ │ │ │ DSYNC │ DGM Factory │ Hub Network │ TUFTY │ Persona │ Market │ │ │ │ DOCS │ DGUI Agent │ + 8 KPI Tabs │ + 8 Subfeature Tools │ │ │ └──────────────────────────┬───────────────────────────────────────┘ │ │ │ │ │ ┌──────────────────── 3-DGM GATE ────────────────────────────────┐ │ │ │ DSYNC Reset → Guard DGM → Supervisor DGM → YoloMoE Seeder │ │ │ └──────────────────────────┬───────────────────────────────────────┘ │ │ │ │ │ ┌──────────────────── EMITTER ENGINE ─────────────────────────────┐ │ │ │ ClawIntent │ Digital API Keys │ Claw Agents │ Token Trace │ │ │ │ Usage Ledger │ Settlement Queue │ Compute Providers │ │ │ └──────────────────────────┬───────────────────────────────────────┘ │ │ │ │ │ ┌──────────────────── ECOSYSTEM SERVICES ────────────────────────┐ │ │ │ Coordinator Hub (3011) │ Agent Server (3005) │ Emitter (3006) │ │ │ │ KPI Tokenizer (3004) │ CaaS Federation │ Audit Trail │ │ │ └──────────────────────────┬───────────────────────────────────────┘ │ │ │ │ │ ┌──────────────────── BIG PICKLE ────────────────────────────────┐ │ │ │ OpenAI-compatible API │ api.bigpickle.dev/v1 │ │ │ └─────────────────────────────────────────────────────────────────┘ │ └─────────────────────────────────────────────────────────────────────────┘

🔌 8 Docking Features

🔄

DSYNC

DGUI-DSYNC

Dataset sync, memory reset, vector generation, scan & diagnostics. 9 sub-modules: Dataset, Context, YouTube, MLOps, Agents, KPI, DGM, Plugins, Sync Node.

DSYNCDockingAgent

🏭

DGM Factory

DGM-Factory

Deploy docking agents through the strict 3-DGM gate. Docking Studio for agent creation, ClawTool Studio for intent resolution. Mint Digital API Keys.

FactoryDockingAgent

🌐

Hub Network

DGUI-Hub-Network

Global vendor + agent matching. 25k-quota reward pool. Multi-country vendor registration. Match AI agents to company needs.

HubNetworkDockingAgent

🎤

TUFTY

DGUI-Tufty

Voice + spatial command runtime. 8 components: AgentStaffPanel, BootLoader, DockStation, DsyncBoard, HardwareDisplay, MemoryPanel, TuftyObsidian.

TuftyDockingAgent

🎭

Persona

DGUI-Persona

Trait library & alignment scoring. ≥0.85 threshold. 13 components: CalibrationLoop, DriftDetector, GuildSelector, InterviewCapture, SwarmScaling, UnlockGate.

PersonaDockingAgent

🛒

Market

DGUI-Market

Market receptionist. Bootstrap fleet keys, run Claw intents. Products: GPU, TPU, Docking-Module, Prebuilt-LLM, AI-Agent, CLI-Tool.

MarketDockingAgent

📚

DOCS

DGUI-DOCS

Documentation index + retrieval. DOCS.index keeps the ecosystem corpus searchable for all agents.

DocsDockingAgent

🤖

DGUI Agent

DGUI-AGENT

In-ecosystem terminal agent. Mints metered keys, builds ClawIntents, executes via provider mesh. Auto-updating resume/portfolio.

DGUIAgentDockingAgent

📊 8 Enterprise KPI Tabs

1

Budget

BudgetDockingAgent

2

Team

TeamDockingAgent

3

Log Usage

LogUsageDockingAgent

4

Harness

HarnessDockingAgent

5

Model

ModelDockingAgent

6

Quotas

QuotasDockingAgent

7

Report

KPIReportDockingAgent

8

API Keys

APIKeysDockingAgent

🛡️ 3-DGM Gate Protocol

Every docking agent must pass through this gate before execution. Fail-closed. No exceptions.

DSYNC Reset

Memory validation

→

Guard DGM

Capability check

→

Supervisor

Policy enforcement

→

YoloMoE Seed

Emit execution seed

⚡ Emitter Engine (Port 3006)

ClawIntent

Zero-Token Intent Protocol. Cleared agents emit a nonced, signed intent with maxDockingTokens = 0. Execution never touches the docking budget.

intent = { agentId, feature, intent: "deploy", maxDockingTokens: 0, nonce }

Digital API Keys

Scoped, metered, expiring keys. Resolve scope, quota, and expiry before a Claw agent spends a single token. SQLite-backed ledger.

key = { id, scope: "AGENT.*", quota: 1000, used: 42, expires: "2026-09-17" }

Central YoloMoE Seeder

Validates every seed emission. Publishes seed-status to Coordinator hub for SSE fan-out. Manages deploy/delete/refresh lifecycle.

seed = { name, status: "deployed", score: 0.94, ts: 1786930869485 }

Token Trace

Traces savings per operation. Baseline vs. optimized. Records per-step breakdowns and savings percentages.

trace = { baseline: 12478, optimized: 1497, savings: "87.99%" }

Usage Ledger

All token consumption recorded. Produces receipts for audit and billing. WAL-mode SQLite persistence.

receipt = { ts, agent, tokens: 1497, cost: "$0.004", seed: "kpi-tab" }

Settlement Queue

Pending metered operations for cross-ecosystem settlement. Restart-safe via durable SQLite.

queue = [ { op: "exec", agent: "claw-01", tokens: 892, status: "pending" } ]

🔧 Backend Services

🔗

Coordinator Hub

SSE fan-out, heartbeat registry, TTL stale-sweep, CaaS federation API. 7 context resources.

Port 3011hub.deckergui.mySQLite

🖥️

Agent Server

Read/write/exec HTTP endpoints for the agent fleet. File ops, search, command execution.

Port 3005agent.deckergui.myFail-Closed

📡

Enterprise KPI Tokenizer

OpenAI-compatible proxy with auth, quota enforcement, usage tracking. Employee-scoped keys.

Port 3004app.deckergui.my88% Savings

☁️

Cloudflare Tunnel

3-replica HA tunnel. 8 DNS hostnames. Load-balanced. Enterprise security for all services.

3 Replicas8 HostnamesMetrics 4100-4102

📈 KPI Tokenizer Dashboard

Total Tokens

1,247,893

Cost Saved

$12.84

Active Agents

16

Seeds Deployed

8

Quota Left

73%

⌨️ CLI Quick Start

$ deckergui status DeckerGUI Ecosystem Status v2.0.0 ├─ Coordinator Hub : http://localhost:3011 ● ├─ Agent Server : http://localhost:3005 ● ├─ Emitter API : http://localhost:3006 ● ├─ KPI Tokenizer : http://localhost:3004 ● ├─ Landing : http://localhost:3010 ● ├─ Docking Agents : 16 registered ├─ Seeds Active : 8 deployed └─ Tunnel Status : Connected (3 replicas) $ deckergui agents ├─ DSYNCDockingAgent │ active │ 2s ago │ feature: DSYNC ├─ FactoryDockingAgent │ active │ 5s ago │ feature: DGM Factory ├─ TuftyDockingAgent │ active │ 3s ago │ feature: TUFTY ├─ PersonaDockingAgent │ active │ 4s ago │ feature: Persona ├─ MarketDockingAgent │ active │ 6s ago │ feature: Market ├─ HubNetworkDockingAgent│ active │ 1s ago │ feature: Hub Network └─ 16 agents registered $ deckergui context seeds ├─ dsync-dataset │ deployed │ score: 0.94 ├─ dgm-factory │ active │ score: 0.89 ├─ tufty-voice │ active │ score: 0.91 ├─ hub-network │ active │ score: 0.87 ├─ persona-encoder │ deployed │ score: 0.92 ├─ market-analyst │ active │ score: 0.85 ├─ kpi-budget │ deployed │ score: 0.93 └─ 8 seeds │ 5 active │ 3 deployed $ deckergui keys list ├─ 0xb553de32 │ scope: AGENT.* │ quota: 1000 │ used: 42 │ active ├─ 0xc729fa01 │ scope: DSYNC.* │ quota: 500 │ used: 128 │ active ├─ 0xd914be87 │ scope: KPI.* │ quota: 2000 │ used: 891 │ active └─ 3 keys │ 2 active │ 1 high-usage

🧰 Subfeature Tools (v0.3.4 Alpha)

🛡️ WAF Bulwark

Agentic Web Application Firewall. AI-powered WAF with D3.js visualization. Gemini-backed security defense.

🧹 SourceCleanR

Notepad++-styled web utility. Transform raw HTML/text/PDFs into clean formats via Gemini. Batch up to 100 files.

🔬 RepoSynth

Repository synthesis & analysis. Gemini-powered with lucide-react UI and GSAP animations.

🎨 GenAI Portfolios

Generative AI portfolio creation tool. Build professional portfolios with Gemini AI.

✏️ CodeVinci

IDE extension for code assistance. Draggable UI with framer-motion. Gemini-powered code analysis.

📺 AdsWork

SaaS API for iframe-embedded video ads. Verified watch-time access. CrawlBotBlocker anti-bot WAF.

🔌 MCP Pocket

Model Context Protocol integration. Gemini-powered MCP interface for DeckerGUI.

🧠 Gradio ML

ML training datasets directory. Gradio-based machine learning experiments within the ecosystem.

🧪 Research Frameworks

DGUIYOLOMoE

Yolo Mixture of Experts. Vision-centric agentic routing. YOLO-based UI detection as primary gate before LLM invocation. Routes to 7 specialist experts.

TCR

Temporal Collective Refinement. Multi-pass consensus. Multiple experts generate, cross-review, build consensus. Transparent hallucination defense.

Prompt → Expert₁ ─┐→ Cross-Review → Consensus → Validated Output

Expert₂ ─┤

Expert₃ ─┘

JEPA

Joint Embedding Predictive Architecture. Visual prediction in compressed latent space. No pixel synthesis. V-JEPA for video. Runs on embedded hardware.

Frame(t) → Encoder → Latent → Predictor → Latent(t+1) → Decoder → Frame(t+1)

DGUI Edu

Educational AI OS for K-12. Persona-driven learning. MoE guild per subject. Hardware: Raspberry Pi ($80), Arduino ($30), DGUI Mini ($30).

🖥️ DGM Desktop (Electron)

📋

Spec-Driven Development

PRD management, AI context feeding, policy governance. MCP server on 127.0.0.1. Dual modes: LOCAL (SQLite) + API (Anthropic Claude).

ElectronMCPSQLite

📊

DLIM Candidate Evaluation

5-trial interview scoring. KPI + AGS metrics. Digital Competency Reports. Architectural drift detection.

GDPRPII GuardGovernance

🤗 Hugging Face Ecosystem

Datasets

6

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Spaces

2

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Models

11

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