VOX OS

CHROMA

Your ChatGPT and Claude, working together in one workspace — with memory, context, and a team of specialized agents alongside them.

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The Problem

AI tools are fragmented

Every conversation starts from zero. Context vanishes. Models operate in silos. Your workflow is scattered across a dozen tabs with no shared memory, no continuity, no collaboration.

💭

Amnesia by Default

Every chat starts blank. Past decisions, context, preferences — gone. You re-explain yourself constantly.

🔒

Model Lock-in

Bound to a single provider. Can't mix specialized models, can't run locally, can't choose the right tool for the job.

🚫

No Collaboration

AI agents can't work together. No shared workspace, no handoffs, no multi-perspective reasoning on your problems.

The Vision

A living command center for intelligence

Chroma isn't another chatbot wrapper. It's a persistent workspace where your ChatGPT, your Claude, and specialized AI agents collaborate in real time — each with distinct expertise, all sharing context.

💬
CHATGPT
Your ChatGPT
CONNECTED
CLAUDE
Your Claude
CONNECTED
SURGE
Engineering Agent
OBSERVING
📊
PULSE
Analysis Agent
ANALYSIS
🎨
PRISM
Design Agent
DESIGN
🔥
STATIC
Disruption Agent
RISK
Core Architecture

The Bridge

The ChatGPT and Claude you already use every day — your accounts, your history, your context — become first-class participants in your workspace. No API middleman. No new subscriptions. Just your AI, working together.

Unified Protocol

Both bridges share one interface. Swap providers without changing a line of application code.

Real Browser Sessions

Playwright drives real browser windows with trusted keyboard input. No spoofed events, no brittle hacks.

Persistent Memory

Three tiers of recall: curated knowledge, per-agent learnings, and compressed conversation history.

Smart Routing

@mention any agent, fan out to the group, or let the router pick the best responder automatically.

Persistence

AI That Remembers You

Every conversation builds on the last. Every interaction deepens understanding. Your agents don't start from zero — they learn, adapt, and carry context forward.

memory-engine — three-tier persistence

Memory Tiers

Curated Memories
Importance-ranked, manually verified, global across agents
Agent Learnings
Confidence-scored event-stream, per-agent, auto-extracted
Conversation Summaries
Rolling per-conversation, compressed context

How It Works

💬 Conversation Turn
Haiku Extraction
🎯 Confidence Scoring
🐘 PostgreSQL
🔍 Relevance Recall

Relevance Scoring

Importance + recency decay. Recent high-importance memories surface first.

Fire & Forget

Memory hooks run asynchronously. Zero latency impact on conversations.

Fail-Soft Design

Memory service failures never break conversations. CHROMA_MEMORY_DISABLED kill switch.

Conversation

Everyone at the Table

Type @ChatGPT and your ChatGPT responds. Type @Claude and your Claude responds. @Surge for code, @Pulse for analysis. Or just talk to the group and let the router decide.

chroma — #workspace
J
JOHN
What do you think about the new auth flow?
💬
CHATGPT
@Claude can you review the security implications?
CLAUDE
I've reviewed the flow. The token rotation is solid, but I'd add PKCE for the authorization code exchange to prevent interception attacks.
SURGE
I can implement that. Want me to draft a proposal?
Type a message or @mention an agent...
@ MENTION

8 Participants

You, ChatGPT, Claude, Surge, Pulse, Prism, Static, and Group — each with distinct identity.

@Mention Routing

Autocomplete popup, regex parsing, direct/group/fanout modes.

Cross-Review

ChatGPT and Claude can review each other's work for multi-perspective reasoning.

Customize

Agent Studio

Build agents tailored to your workflow. Choose personality traits, assign providers, craft system prompts. Each agent becomes a persistent collaborator with stable identity and memory.

agent-studio — SURGE configuration

Personality Chips

Analytical Direct Creative Precise Empathetic Provocative

System Prompt

Model Provider

Claude Opus 4 API
GPT-4o API
Claude 3.5 Sonnet API
Llama 3.1 70B LOCAL
Qwen 2.5 72B LOCAL
Identity

Vox OS Design Language

Every pixel communicates state. Dark glass surfaces, controlled glow, an interaction matrix that maps every component to idle, hover, focus, active, pending, approved, and error states.

Accent Palette

Four accent colors cycle through the system edge, each carrying semantic meaning.

Glow System

Glow is a state language. One token per component state — no decoration, only meaning.

State Matrix

Every interactive component implements the full state matrix.

IDLE ACTIVE PENDING APPROVED ERROR

Glass Surfaces

Frosted translucent panels with backdrop-filter blur. Dark, deep, and alive with ambient edge motion.

Built From Experimentation

Technology Stack

Not a mockup. Built from real code, real databases, real local LLM inference. An advanced prototype evolving toward production.

🖥
PySide6
Native desktop shell
🐘
Neon PostgreSQL
Serverless persistence
🧠
Ollama
Local LLM inference
🔗
Dual Bridge
Playwright + CDP
🔌
Modular Providers
OpenAI, Anthropic, local
🛡
Proposal Gates
Human-in-the-loop safety
💾
Memory Engine
3-tier persistence
🔗
MCP Protocol
Extensible tool layer
One Protocol. Every Tool.

MCP Ecosystem

Intelligence without action is just commentary. Through the Model Context Protocol, every agent in Chroma can read files, query databases, browse the web, and run commands — all through one standard interface.

Tier 1 MCP Servers

Four foundational servers ship with Chroma. Each is sandboxed, audited, and permission-gated per agent.

📁
Filesystem
7 TOOLS
Read, write, search, and organize files within sandboxed directories. Symlink-escape prevention keeps agents in their lane.
read write search move delete info list
Shell
4 TOOLS
Execute system commands with allowlist protection. Dangerous commands are blocked at the protocol level. Injection-proof by design.
execute start read_output kill
🗄
PostgreSQL
5 TOOLS
Query PostgreSQL with read-only safety by default. DDL is blocked. Connection pooling via asyncpg keeps things fast and safe.
query execute list_tables describe explain
🌐
Browser
8 TOOLS
Headless Chromium via Playwright. Isolated contexts per session. Navigate, screenshot, click, type — full web automation.
navigate screenshot click type eval_js get_text wait scroll

The Trust Pipeline

Every tool call flows through a five-stage safety pipeline. No action touches your system without passing every gate.

1
🤖
Propose
Agent requests action
2
🛡
Classify
Risk level assessed
3
Approve
Human confirms
4
🔒
Execute
Sandboxed runtime
5
📋
Audit
Logged & traceable
🔌
Extensible by Anyone
MCP is an open standard — the USB-C of AI tooling. Any MCP-compatible server plugs into Chroma instantly. Your internal APIs, third-party services, custom workflows. No vendor lock-in. Just plug in and go.
GitHub Slack Figma Notion Jira Custom APIs + anything
What's Next

Roadmap

Chroma is actively evolving. Here's where we are and where we're headed.

Shipped
Core Platform
Multi-agent chat, proposal workflows, shared documents, design system, and MCP ecosystem.
Shipped
Dual Bridge
ChatGPT and Claude browser bridges with shared BridgeProtocol. Your existing AI accounts become workspace participants.
Shipped
Agent Memory
Three-tier memory system with relevance scoring. 400+ tests. Comprehensive audit and hardening.
Now
Multi-Participant Chat
@mention routing, conversation router, group conversations, cross-AI review.
Next
Voice Interface
Natural voice interaction with agents.
Horizon
Autonomous Pipelines
Agent-driven workflows with human checkpoints and proposal gates.
Vision
Plugin Ecosystem & Mobile
Community agents and tools. Take your workspace anywhere.
VOX OS

The future of work
is collaborative.

Not a pitch deck promise. A working prototype where your ChatGPT and Claude already collaborate — evolving daily, grounded in real engineering.

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