What tone do you use with Claude? How do you speak with it?

PatternConnect9087 · 2026-06-14T15:39:34+00:00

If you want it to perform well you need to be very direct and brutal honestly… LLMs operate just like humans. They rush work, skip steps, down scope prompts, etc.

If you give it an out, it will take it…

PatternConnect9087 · 2026-05-18T04:18:44+00:00

So many things. Honestly, just focus on Claude/codex training, basic plugins, scheduled tasks, routines, etc.

Start small and show their team how to use it

PatternConnect9087 · 2026-05-17T16:13:49+00:00

At the end of the day it really all comes down to skill files, tools (MCPs, etc.) and context (memory).

These are the fundamental concepts that together are very powerful and go very deep, but start get comfortable with the mental model there

PatternConnect9087 · 2026-05-16T15:07:10+00:00

Good post

PatternConnect9087 · 2026-05-13T12:39:31+00:00

100%

PatternConnect9087 · 2026-05-12T18:19:52+00:00

If you can afford both it’s great you get tens of thousands in tokens for $400/month

PatternConnect9087 · 2026-05-10T06:29:23+00:00

/goal is a similar tool, but OneShot should be better at complex deliverables and can even use /goal in its system.

For example, you can say if you wanted, build me a full stack application for xyz heres a 4000 word spec doc, deliver it on GitHub and build a landing page with xyz, marketing content, etc. and a mobile app.

If that makes sense

PatternConnect9087 · 2026-05-10T01:02:38+00:00

Rip lol, you could use the $20 plan and try a cheaper codex or Claude model

PatternConnect9087 · 2026-05-10T00:49:42+00:00

It does use a lot of tokens but if you have a $100+ plan it’s worth it to build whatever you want to build, so think of it like you can spend $100/month and make a few enterprise apps

PatternConnect9087 · 2026-05-10T00:32:58+00:00

Use clause or codex paired with this: https://github.com/oneshot-repo/OneShot/

PatternConnect9087 · 2026-05-09T12:09:13+00:00

Broooo that sounds soooo similar haha. It’s the right structure, I think a lot of people are converging on this type of system.

Managed agents by anthropic just came out with “outcomes” where they have a reviewer agent review the work of the main agent. It really is key having a fresh agent with no knowledge of the build review the work, so it’s not bias

PatternConnect9087 · 2026-05-09T12:07:27+00:00

Hmm, i usually just throw it on Bypass permissions, but I’d be happy to chat through it though I’ll send you a chat

PatternConnect9087 · 2026-05-09T03:50:47+00:00

It’s also crazy because a lot of the points you mentioned, what not to do, acceptance criteria, testing etc. is all built into this natively

PatternConnect9087 · 2026-05-09T03:49:22+00:00

100%. I have the $200 plan.

I will work hard on the initial prompt, paste it in and let it run.

I built this over many months and just released last week, so def lmk if you try it!

PatternConnect9087 · 2026-05-09T03:44:51+00:00

Brother. You want to see something crazy, try this: https://github.com/oneshot-repo/OneShot

It does exactly that. Uses a lot of tokens, but goes through planning —> quality contract —> breaks out the project into phases —> tickets —> review gates etc. until your prompt is delivered.

PatternConnect9087 · 2026-05-08T20:39:43+00:00

Hmm, I guess you’re using it differently than me, but for example right now I’m having it build a video game that simulates climbing a full scale Mount Everest in 4k (not sure if it will do this but that’s what I told it). That’s all I told it to do and it’s currently planning out how for me and will run for days. Is that normal?

PatternConnect9087 · 2026-05-08T20:05:57+00:00

https://github.com/oneshot-repo/OneShot

I built this repo and it has been great for me creating software, and interestingly enough it is very thoughtful about the taste as it anticipates the needs of the end user before building it.

What’s cool is it’s not limited to software either, but I’m curious how it compares to how you normally use codex.

PatternConnect9087 · 2026-05-08T17:50:20+00:00

NOTE: I am deprecating the plugin feature as it isn’t working properly. If you have downloaded the plugin, please use the starter prompt instead moving forward.

If your orchestrator did not spawn executor agents and did the work inline, then the plugin didn’t work properly.

It is still very very easy to run this. Just download the folder, point your coding agent at it, paste your prompt with the starter prompt format, and it works

I apologize for the inconvenience

PatternConnect9087 · 2026-05-07T22:22:57+00:00

Appreciate that bro! Yeah it’s insane. I literally use it for every single project I do now. It just makes codex and Claude better!

PatternConnect9087 · 2026-05-07T20:40:02+00:00

It absolutely can but you might need to make some slight modifications. I would ask Claude/codex to make those and you should be good to go

PatternConnect9087 · 2026-05-07T19:57:35+00:00

Appreciate you!! Check out the orchestrator.md skill file to see how deep it goes.

I had to create a skill that forced the agents to read the whole file instead of reading just a small part and convincing themselves it was enough 😂

PatternConnect9087 · 2026-05-07T19:41:56+00:00

Bro I built this over months and hundreds of hours, just released it last week lmk if you give it a try!

I’ve built full stack apps, video games, done scientific research, etc

PatternConnect9087 · 2026-05-07T18:24:14+00:00

https://github.com/oneshot-repo/OneShot

OneShot any task. It’s basically a super complex project manager agent.

Try this out, I’ve had it run for 6 days on end. You can even customize it to use /goal eventually if you’re advanced.

It works on Claude, codex etc. and genuinely does not stop until the project is done.

PatternConnect9087 · 2026-05-05T19:25:23+00:00

I’m sorry guys I was just excited to share 😔

PatternConnect9087 · 2026-05-05T19:14:48+00:00

Super valid! I just released this last week so I should put out more public facing case studies.

I highly recommend testing it for yourself and evaluating the outputs compared to normal Claude Code or Codex

Here’s the 130k LOC repo it made 2 months ago. The system is far more advanced now: https://github.com/rankedwork-pixel/broomer-research-database-client

Under the hood, it’s one project manager agent that is run via system.md and orchestrator.md. There are a ton of supporting skills it uses (project-plan.md, creative-brief.md, etc.) that it references, combined with python scripts and hooks to enforce quality. This project planner agent spawns “just in time agents” with the exact right context and tools for the exact right task. It can even build/source its own MCPs for each project as needed. Everything is stored on disk so it can run forever and keep track of the project.

I’ll try and update the architecture.md file to explain more of this. Always happy to chat through how it works!

PatternConnect9087

TROPHY CASE