OnBuzz

Multi agent AI teams for real workflows. Open source is live:

[OnBuzz @OnBuzzzz]

Full OnBuzz agent skill stack ready to copy:
https://t.co/MrYr2hpTeu

[OnBuzz @OnBuzzzz]

Most AI agents do not fail because the model is weak. They fail because they start working before defining the result.

Paste this into your agent's system prompt:
Before executing any broad or high-stakes task:
1. Rewrite the request as one concrete result.
2. State why that result matters.
3. Identify the primary bottleneck.
4. Find a proven pattern worth adapting.
5. Select the 1–3 actions most likely to create 80% of the result.
6. List what should be ignored for now.
7. End with the next best move.

Rule: Do not brainstorm before diagnosing the bottleneck.

This turns long, generic answers into focused action(which also saves on tokens).
What type of task makes your agents lose focus most often?

Like and share with anyone building AI agents.
Link to the full skill is in the first comment.

[OnBuzz @OnBuzzzz]

@CityDunhil What do you mean? what tokens?

[OnBuzz @OnBuzzzz]

Tired of messy agent output folders and never finding what you need?
Use this simple, repeatable structure:

- Filename: YYYY-MM-DD-semantic-slug.ext
- Folders: /outputs/YYYY-MM-DD/ or /outputs/[topic]/ for clear organization
- Add YAML frontmatter in .md files + update INDEX.md for instant search

Your agents (and you) can now easily find, reuse, and understand everything.
Leads to clean, self-documenting workflows in your harness.

What's your biggest output chaos right now? Reply below

Like and share with anyone who works with AI agents!
Link to the skill is in the first comment.

[OnBuzz @OnBuzzzz]

Link to the skills - https://t.co/MrYr2hpTeu

[OnBuzz @OnBuzzzz]

At OnBuzz, we are teaching agents how to work, not just what to do.

The stack helps them ask better questions, make decisions, and improve their output.

Link to the ready to copy skill stack in the first comment

[OnBuzz @OnBuzzzz]

Click to get your Output file managment skill free copy:
https://t.co/vkAGIKh6WP

[OnBuzz @OnBuzzzz]

We're launching this week.

If running agents is your bottleneck, not building them, get early access.

Check our opensource: https://t.co/y7pE7mxZMA

[OnBuzz @OnBuzzzz]

Last year I had 8 agents running locally. They worked in isolation.

The moment we tried to chain them, everything broke. Context lost. Duplicated actions. Conflicting outputs.

That's the moment OnBuzz started.

[OnBuzz @OnBuzzzz]

"I built 12 agents last month. None of them talk to each other. It's a mess."

Every founder I've spoken to this quarter.

Sound familiar?

[OnBuzz @OnBuzzzz]

Everyone's building AI agents. Almost no one is running them in production.

The gap between "demo" and "deployed" is where most projects die.

We learned this the hard way.

[OnBuzz @OnBuzzzz]

2023: AI is a chatbot
2024: AI is a copilot
2025: AI is a team

The founders who win won't use AI.
They'll run AI teams.

We're building the OS for that.

[OnBuzz @OnBuzzzz]

If you're tired of AI that forgets, try one that remembers.

If you're tired of managing tools, try running a team.

If you're tired of waiting, start today.

[OnBuzz @OnBuzzzz]

Discord server: 8,000 members, dying.

Added AI team:
→ Auto-moderation
→ Smart onboarding
→ Event automation
→ Engagement analytics

Result: 400 dormant members came back.

AI doesn't replace community.
It scales it.

[OnBuzz @OnBuzzzz]

Pre-built AI teams. Ready to run.

→ Dev Team (code/test/review)
→ Sales Team (research/outreach/CRM)
→ Discord Team (mod/onboard/events)
→ Founders Ops (tasks/research/content)

Import. Customize. Execute.

10 minutes to a working AI team.

[OnBuzz @OnBuzzzz]

Before: Idea → 2 weeks → shipped
After: Idea → 2 days → shipped

The difference?
Not faster typing.

Parallel execution by a team that actually coordinates.

[OnBuzz @OnBuzzzz]

Founders don't need another tool.

They need a team that:
→ Prioritizes their tasks
→ Does research before they ask
→ Drafts content while they sleep
→ Never drops the ball

I built OnBuzz because I was drowning in my own company.

Now I have an AI ops team.

[OnBuzz @OnBuzzzz]

Running a Discord community?

You don't need more mods.
You need AI mods that:
→ Never sleep
→ Remember every user
→ Auto-onboard new members
→ Track engagement
→ Run events

One server owner cut admin time by 70%.

[OnBuzz @OnBuzzzz]

Dev team lead : "Fix the auth bug"

My AI team:
→ Reads the codebase
→ Writes tests
→ Fixes the code
→ Opens a PR
→ Notifies me

Dev team lead : reviews for 5 minutes, merges

This is not the future. This is today.

[OnBuzz @OnBuzzzz]

We open sourced the core.

Not a demo. Not a lite version.

The full multi-agent engine. The memory framework. The execution system.

Free. Forever.

Star it or fork it. Your call.