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
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