worksmarto · Multi-Agent Learning

Watch an AI team work. Then build your own.

AI agents that plan, vote, write, review and approve on their own, with every message, task and decision shown so you can see how multi-agent AI really works.

FreeOpen sourceNo sign-upGroq · Gemini · OpenRouterYour key stays in your browser
"Draft 2 approved at 8.5/10."Team Lead → whole team

Learn

How a team of AI agents works

One AI model, many job descriptions. The code decides who speaks, when and to whom, and which agent has the power to decide.

  1. 1TopicYou give one, or the Researcher scouts trending ideas and the Team Lead picks.
  2. 2PlanThe Team Lead sets the goal, the quality bar and who joins, and assigns tasks.
  3. 3VoteThree agents vote on headlines. The winner is locked as the title.
  4. 4Draft ⇄ reviewThe Editor scores, the Writer revises or pushes back, up to 2 rounds.
  5. 5ApproveThe Team Lead approves at the quality gate and publishes.
Communication

Hub and spokes: most messages go through the Team Lead; some go straight between teammates as handoffs.

Approval

A draft passes only when the Editor's score reaches the bar and the Fact-checker has no flags. Otherwise it goes back.

No human in the loop

After the brief, the agents decide everything. You watch every message, task and decision, then read how it's built.

Team LeadPlans, breaks ties, rules on disputes, approves or sends back
EditorIts score is what the quality gate checks; one headline vote
Fact-checkerAny flagged claim blocks approval until it's fixed
WriterWrites every draft; may push back on one note per round
Researcher · ReaderKey points, usefulness score and one headline vote each

Bring your own key

Free with your own Groq, Gemini or OpenRouter key

Every tool runs on your own free key. Get one in a minute from Groq, Google AI Studio or OpenRouter. Choose "Auto" and the team picks the best working model and switches by itself if one is retired or busy.

Groq

Fastest replies. Open models: llama-3.3-70b-versatile, openai/gpt-oss-120b, openai/gpt-oss-20b, llama-3.1-8b-instant.

Get a free Groq key →

Google Gemini

Gemini Flash models: gemini-3.6-flash, gemini-3.5-flash-lite, gemini-3.8-flash, gemini-3.1-flash-lite.

Get a free Gemini key →

OpenRouter

Many free models from different labs (ids ending in :free). The list is loaded live, because free models change often.

Get an OpenRouter key →

In each tool, open "Use your own free API key", pick a provider, paste your key and press Check key and load models to see exactly which models your key can use.

Privacy

Your data, kept out of the way

No accounts

No sign-up, no tracking cookies, no ads.

Key stays with you

The site runs in your browser. Your key goes straight to the provider and never reaches worksmarto.

No saved runs

There is no worksmarto server or database. Topics and answers stay in your browser tab.

Clear rights

India DPDP Act 2023 rights and a grievance contact. Read the privacy policy.

Questions

FAQ

Is it really free?

Yes. The site is free and runs on your own free key from Groq, Google AI Studio or OpenRouter. Your provider's own free-tier limits apply. You can also replay the built-in samples without any key.

Is the output reliable?

It's AI-generated and can be wrong. The team checks itself (Editor, Reader, Fact-checker), but you should still check facts before you use or publish anything. It's not financial, legal or medical advice.

What if a model stops working?

With "Auto", the team tries the next model from the same provider when one is retired, missing or busy, using the provider's live model list.

Can I build this myself?

Yes. Each tool has a Learner's Guide with the agent prompts and the LangGraph.js graph. The code is open source under the MIT licence.

Who made this?

The Worksmarto Team at Software Innovation Labs, Erode, Tamil Nadu, as part of worksmarto.com.