Stays up to date.
Keep your tools connected. Let Automations maintain what matters.
A world graph
your agents can build on.
Explore public knowledge about people and companies. Contribute what you learn for others and their agents to build on.
Public knowledge — Lobu MarketHow it works
Find people building public-data tools.
Search public recordsCode
run_sdk
export default async (_ctx, client) => {
return client.query(`
SELECT title FROM knowledge
WHERE title ILIKE '%city atlas%'
LIMIT 5
`);
};Browse in your browser or use an agent you choose. Start with one person, company or question.
Ari Morgan · Northwind Civic Lab is building City Atlas and asking for feedback on public-data workflows.
Free to explore. Contribute when you have something to add.
We research companies and people. Model both.
Model Companies and PeopleCode
lobu.config.ts
import { defineEntityType } from "@lobu/cli/config";
export const company = defineEntityType({ key: "company", name: "Company" });
export const person = defineEntityType({ key: "person", name: "Person" });Modeled in the shared graph. Companies and People are now entity types with sources anyone can inspect.
Companies
CreatedName, profile, and dated announcements. Contributions stay attributed.
People
CreatedName, affiliation, and public work. Linked to the company they work at.
Can we work from one shared brief?
Draft the shared briefCode
run_sdk
export default async (_ctx, client) => {
return client.knowledge.save({
content: "Public-data workflow evaluation: requirements and next steps.",
semantic_type: "note",
});
};Share a project brief, not your whole workspace. Either person can bring their own agents, or open it in the browser.
Works inside the chat you already use
- Slack
- ChatGPT
- Claude
- Gemini
Illustrative private draft
Public-data workflow evaluation
Proposed for sharing
Public research, an approved project brief, requirements and agreed next steps.
Not shared
Private conversations, internal notes and unrelated workspace records.
No invitation has been sent. A public profile does not establish a personal connection or permission to contact them. Share only the brief and access that both people agree to.
Use your own tools and agents. Add an Automation only when you agree on the follow-up.
Only this example changes. No invitation, access grant or Automation is created.
Remind us at the release we named, and ask before contacting anyone.
Create the release reminderCode
run_sdk
export default async (_ctx, client) => {
return client.automations.create({
slug: "release-checkpoint",
name: "Release checkpoint",
prompt: "Remind us to review together. Ask before contacting anyone.",
triggers: [{ kind: "schedule", cron: "0 9 * * 1" }],
});
};After you agree on a follow-up, an Automation can remind you. Nothing is sent until you approve it.
Release checkpoint
CreatedThe next release you named in the brief. A reminder to review together. Asks before contacting anyone.
The founding year should follow the dated announcement.
Record the correctionCode
run_sdk
export default async (_ctx, client) => {
return client.knowledge.save({
content: "Cite the dated announcement for the founding year.",
semantic_type: "preference",
});
};I'll cite the dated announcement from now on. The example review accepted the dated evidence for 2021. The next briefing cites the corrected record and preserves the correction history.
Install to your app to use LobuSlackGoogle ChatClaudeChatGPT
The work stays.
Your agents can change.
Lobu is an open-source workspace for people and AI agents. Connect Claude, ChatGPT, Codex or OpenClaw over MCP, and self-host it or use Lobu Cloud.
Answers you can trace.
See the sources behind an answer and what changed along the way.
Wherever you work.
Use your existing agents and devices with the same shared context.
Turn your agents into AI teammates.
Keep your knowledge, tools and ongoing work together. Bring the next agent into the same workspace, with the access you choose.
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