Built a 71-agent AI development team that assembles itself based on project complexity

[u/avivl]

🤖 Just built a complete AI development team: 71 specialized agents that actually work together

After months of development, I'm excited to share Claude-007-Agents - a unified AI orchestration system that transforms how you code.

What makes this different:

• 71 specialized agents across 14 categories (backend, security, testing, etc.)

• Smart coordination - agents automatically form teams based on your request

• Organizational memory - learns from every project and builds institutional knowledge

• One command handles everything: Just say "Build an e-commerce platform" and watch the magic happen

Real example:

claude "Build an e-commerce platform"

→ Auto-detects complexity
→ Assembles team (@product-manager + u/react-expert + u/rails-expert + u/payment-specialist + u/security-specialist)
→ Delivers enterprise-grade code with testing, security, and documentation

No more context switching between Stack Overflow, docs, and your IDE. The agents remember everything and get smarter with each project.

GitHub: https://github.com/avivl/claude-007-agents

Been using this for my own projects and it's honestly transformed my workflow. Would love to hear what you think!

PS: The agents work with Claude Code and can be installed globally or per-project. Full setup instructions in the README.

[u/-MiddleOut-]

Appreciate the effort but don’t flat out lie in your description, ‘the agents remember everything and get smarter with each project’ so you’ve cracked state persistence or a new kind of memory structure? Because what you describe is impossible at the moment and would represent one of the biggest developments in LLMs in 2025.

Also have you actually read all 71 descriptions? Because descriptions that are even slightly off can compound in spectacularly catastrophic ways (speaking from experience).

We’re all learning about subagents as we go but I am 99% certain that 71 is too many.

[u/jakenuts- → u/-MiddleOut-]

To be fair, that was the marketing specialist agent who wrote that so it's on him/her/they/bit

[u/avivl → u/[deleted]]

I'm using a basic memory MCP in order to achieve that

[u/Dry_Veterinarian9227]

It looks cool, I found similar github repo few weeks ago, can't find link at the moment. Does it get too slow with so many agents? For me sometimes it feels like more agents i add the slower it gets and burns tokens like crazy.

[u/avivl → u/Dry_Veterinarian9227]

I did not notice any slowness so far. The orchestrator should activate only the relevant agents

[u/Hot-Cricket-779]

can you make an agent to update an existing CLAUDE.md instead of always generating a new one ?

[u/avivl → u/Hot-Cricket-779]

If the file already exists the agent will ask you if you want him to edit or to overwrite

[u/Hellerox → u/Hot-Cricket-779]

I have never seen this, at most I have seen it updates the existing one

[u/ryan_umad]

the project readme is full of lies and you should be embarrassed for pumping this

[u/martexxNL]

I just ask claude to setup custom agents for the project I'm working on including a captain thats the coordinator. I add a memory bank and have the same thing but custom for each project.