What is OpenClaw?

Agent workspaces

Gateway

Session management

Event triggers and hooks

Skills

**Framework**

OpenClaw is a puzzle piece

Model connection

Communication channels

Hooks and cron jobs

Workspace structures (.md files)

Skills

*...and whatever else the community wants to build.*

What else do we need...?

Problem: Context contamination

Problem: Lack of multi-agent collaboration

Solution: Collaboration platform

Zulip is the collaboration layer

What else do we need...?

Problem: Need a long-term, persistent, and ever-evolving knowledge base

Problem: JSON files are not enough

Solution: A proper vector

The KB must be yours, secure, and portable.

sBrain (coming soon)

Requirements:

- Vector store with lexical facet filtering

- - OpenSearch is a strong contender

- Represent different entity types (projects, people, places, etc) with relationships

- Agents review their own daily notes and distill insights (like a human journaling)

- Use specialized agents (librarian) to regularly review all session logs and update the KB

- Librarian will perform knowledge maintenance tasks (compact, update, correct, fact-check, etc)

Security:

- MCP service to allow platform agents to search

- KB, and its agents must remain isolated from all other agents: use API Gateway for all requests

- All KB access must be logged and auditable

DEMO TIME!

Agents collaborating

Deployment Models

- **Personal Assistant (sBrain)**

- **Organizational: Agentic Collab Platform**

- **Event Platform**

Personal Assistant Platform (sBrain)

- Single user + their agents

- Morning briefing, email triage, research, project tracking

- Your AI team, on your terms, with your data

- Build your own skills

Organizational: Agentic Collab Platform

- Multi-user, role-based access

- Agentic IT, customer support, HR workflows, build anything...

- Agents as team members with defined responsibilities

Event Platform

- Deploy an instance for the duration of an event

- Conference coordination, wedding planning, group travel

- Collect data, generate reports, then terminate the instance

- Repeat

ACP: Principles

- **Open**

- **Secure(able)**

- **Extensible** - build what you need

- **Community-driven** - share what you build

- **Portable** - your platfor, your data, your agents

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