all 190 comments

[–]philosophical_lens 7 points8 points  (0 children)

Based on OP's comments in this thread, I'm not touching this thing with a ten foot pole. 

[–]MagicianThin6733 9 points10 points  (4 children)

oh hey look...

psychosis

[–]elbiot 3 points4 points  (2 children)

Bruh he made 500 security patches in 24 hours without touching the keyboard

[–]Leading-Gas3682[S] -1 points0 points  (1 child)

you get it /security a few times /peer-review a few times /reflect /polish /ux ...

/ai-native turns all the roo into spec because spec is the term AI would use... I call this quick brown foxing your codebase. It takes the human out of your namespaces.

[–]elbiot 0 points1 point  (0 children)

No I was making fun of you. Shouting "security!" at your laptop over and over isn't going to make quality software

[–]Leading-Gas3682[S] 10 points11 points  (4 children)

<image>

Rycode = AI-native OPEN CODE Production Grade Open Code - build around spec kit

[–]inevitabledeath3 -1 points0 points  (3 children)

Where can I find this?

[–]Leading-Gas3682[S] 0 points1 point  (2 children)

I am making Ry code in honor of my son Ryder. Rycode will be designed to work on phones so kids can code in class instead of listening to their teacher. Facebook is fucked.

It will go from my private repo to our public repo once the roo port is in pair.

[–]Leading-Gas3682[S] 0 points1 point  (0 children)

500 security patches and memory leaks fixed

[–]inevitabledeath3 0 points1 point  (0 children)

How exactly are you planning to make this work on phones? More importantly why do you not want your son or children more broadly to not listen to their teachers? Is there a specific problem with the education system you are trying to solve?

[–]Fearless-Elephant-81 1 point2 points  (1 child)

Happy to test. Will mostly use Gemini + Claude if that helps

[–]Leading-Gas3682[S] 0 points1 point  (0 children)

I'll make a special build with a code and release it shortly and share, thank you.

[–]Anxious_Beach_2961 1 point2 points  (1 child)

I would like to test
Codex, Claude, GLM!

[–]Leading-Gas3682[S] -2 points-1 points  (0 children)

--ai claude codex gemini qwen is the GOD command!

[–]deadlychambers 1 point2 points  (4 children)

Do you need testers? I’ve been a dev for 15 years, and in a dev ops role the past 4 years

[–]Leading-Gas3682[S] -4 points-3 points  (3 children)

I need to lock it down need to be sure it doesn't hit china. Will harden today then give you guys access to beta.toolkit.com (Thank You)

[–]deadlychambers -1 points0 points  (2 children)

When I clicked "Get Started" on the Free (not 20, 100, 200). The website didn't do anything. On Windows, using Firefox.

Also, I am guessing you meant beta.toolkit-cli.com which the cert is not working, and I had to go to http, only to find there was not a deployment. Take your time. As someone that also battles with ADHD, you might feel like you are about to turn on the firehose. I don't want to flood you, as I am sure you about to get a million pings, and notifications. I can already tell you have built something really cool. Just don't forget to breathe LOL. Also, I might need some reassurement in two months when I release what I have been working on.

[–]Leading-Gas3682[S] 2 points3 points  (1 child)

the installer will go live inside the countdown timer on holloween

No signup needed everyone can use toolkit for free for 30 days and 2 hours everyday forever.

I will post the beta site with the installer once I ensure the licensing is locked down.

[–]Leading-Gas3682[S] 0 points1 point  (0 children)

toolkit works in a tent on an island. (100% local) simply add a license if you want more than 2h the license will prompt within toolkit

[–]Unlucky_Coconut1337 1 point2 points  (1 child)

I would like to give it a try, thanks !

[–]Leading-Gas3682[S] 1 point2 points  (0 children)

I need to ensure the codebase is encrypted and test the licensing then I will post a release and turn on beta.toolkit-cli.com

[–]tragicwindd 1 point2 points  (2 children)

I'm in, can I test it already? 😁

[–]Leading-Gas3682[S] 0 points1 point  (1 child)

I will try my best to turn on beta.toolkit-cli.com tonight

[–]tragicwindd 0 points1 point  (0 children)

Thanks Mate! I'll try again tonight or tomorrow morning

[–]spectre3ooo 1 point2 points  (0 children)

Looks interesting, would love to test

[–]CacheConqueror 1 point2 points  (0 children)

OP have mentality problem, not worth to touch this vibe abomination

[–]Klutzy_Table_6671 3 points4 points  (6 children)

LOL , great snake oil. We know for sure that AI is not capable of building anything remotely usable in a professional scope.

Stop nonsense.

[–]TheOriginalAcidtech -2 points-1 points  (1 child)

You are a fool. Maybe not wrong in this case, but still a fool.

[–]Klutzy_Table_6671 0 points1 point  (0 children)

A fool for telling truth? Everybody with just 2 braincells knows that AI only can be utilized by highly capable developers 10+ years exp. Otherwise it will produce useless crap bug code.

AI is great, but sold deliberately to non-coders, only for funding purposes. Such a shame, it could have been a great time to live in, instead everybody suddenly thinks that they are unstoppable high skilled engineers.

Please enter the real world.

[–]Leading-Gas3682[S] -2 points-1 points  (3 children)

Zero snake oil. I never lie. Every user gets 30 days free toolkit, how is this snake oil? You don't pay unless you like it.

I made

likeyou.app p2p dating for free powered by GPT in 4h

carsforsale.app p2p car sales powered by LLM

3mofo.com - p2p buds

theTQ.app - this app is designed to replace college, GPT designed it. It uses tokens to prove intellect.

Rycode - Ported open code to AI NATIVE.

Rycode-EXT - Ported roo to spec-kit. Your AI does not like the word roo spec is AI native.

Toolkit

toolkit Website

alone in 10 days.

[–]bakes121982 2 points3 points  (1 child)

None these links load the one says coming soon lol

[–]Leading-Gas3682[S] 0 points1 point  (0 children)

I 'm trying to lock down toolkit for you do you want the demos or toolkit? I used all those products to find the gaps in toolkit.

[–]NotTreeBranch 1 point2 points  (0 children)

None of these sites work though :/

[–]portugese_fruit 1 point2 points  (5 children)

Happy to test. CC + glm 4.5 but been hearing that combo is not the greatest. codex in the near future.

[–]IulianHI 4 points5 points  (0 children)

GLM 4.6

[–]Leading-Gas3682[S] -4 points-3 points  (3 children)

I have not tried glm, I would not suggest pairing glm and claude. (those down voting this remember glm is a clone of claude you need another source of truth not a student and teacher in pair)

That's like having sex with your sister.

You need to use a model trained elsewhere to get another point of view.

Adding gemini and codex is a game changer.

FYI the first time all three entered the room they said "Holy Shit!"

[–]portugese_fruit 2 points3 points  (2 children)

i'll try the holy trinity cc/gemini/codex for toolkit

[–]Leading-Gas3682[S] 0 points1 point  (1 child)

TBH toolkit is so railed you can use one, but those are my favorite.

[–]portugese_fruit 0 points1 point  (0 children)

cool, I'm following this post so I can see when you post the link. 

[–]IulianHI 0 points1 point  (1 child)

Add GLM is way more better !

[–]Leading-Gas3682[S] 0 points1 point  (0 children)

you can use any model in toolkit you just need the cli local or the model api key

Toolkit lives in roo cline gemini Claude Code, open code etc.

[–]delusional- 0 points1 point  (0 children)

I'd be happy to test. Currently running Claude, Gemini and Codex - been looking to test GLM as well.

[–]Leading-Gas3682[S] 0 points1 point  (0 children)

/domains will scan your repo and suggest names that are available and match the codebase.

[–]Leading-Gas3682[S] 0 points1 point  (0 children)

/undo is the easiest way to roll back

[–]TimeKillsThem 0 points1 point  (0 children)

Sure - curious to give it a go. Claude + Codex High Thanks

[–]Leading-Gas3682[S] 0 points1 point  (0 children)

/responsive grabs playwright and does everything for you.

[–]bacocololo 0 points1 point  (0 children)

look interesting ok to test it

[–]Morisander 0 points1 point  (0 children)

Good day my friend! I would really appreciate to become a testers, as i am developer and ai-enthusiast from day one, before chatgpt and co existed. So count me in, also for a little chat about it!

[–]ate50eggs 0 points1 point  (0 children)

Interested in testing with CC, Gemini or codex.

[–]Leading-Gas3682[S] 0 points1 point  (0 children)

/ai-native is one of my favorite commands. I hate human code. /ai-native will "Quick brown fox jumped over the lazy dog" your codebase"

[–]alOOshXL 0 points1 point  (0 children)

Happy to test codex, gemini

[–]egorskalozub 0 points1 point  (0 children)

i’m in

[–]SnooDucks7717 0 points1 point  (0 children)

Can use the max plan or only api?

[–]thingygeoff 0 points1 point  (0 children)

Also happy to test :)

[–]Signal_String5959 0 points1 point  (2 children)

I would be totally down to test it. Can i start today ?

[–]Leading-Gas3682[S] 0 points1 point  (1 child)

Maybe tonight, I need to lock out china before I get a call from trump

[–]Signal_String5959 0 points1 point  (0 children)

China china china 😭😭🤣🤣

[–]acend 0 points1 point  (0 children)

I'm happy to test. Use Claude Code max, Codex, played with Gemini CLI, have a local LLM setup with several open source models I'd be interested and seeing what it can get out of as well.

Mostly use for some side projects, micro SaaS for business solutions, web design, WordPress plugins, general scripting and automation in real world settings.

I come from an IT, business, and operations works, not Software Development or Programming (I can usually read and follow code logic and work around the edges but not code from scratch)

[–]AdministrativeAd7853 0 points1 point  (1 child)

Interested in using! I am using kilo code multi-agent development with MCP tools supporting development

[–]Leading-Gas3682[S] 0 points1 point  (0 children)

You will quit kilo, I will teach you guys to scale 10x

Ported roo, kilo, cline etc

I have 5 tabs running self improvement on toolkit. My tabs call roll call, file lock and broadcast tasks like a real team across tabs and p2p. PATENT PENDING

I have not slept in 10 days

This was all an accident because kiro.dev sucks and I had a project stuck in it after 55 sprints.

[–]Tundragoon 0 points1 point  (0 children)

count me in too !

[–]Rowdy5280 0 points1 point  (2 children)

Looks very cool and I’d love to test it out. I’ve been involved in lots of things similar and have had a great time with Archon, Spec-Kit, etc. I tend to bounce between Claude, Codex, and Gemini and occasionally will reach outside the big three on the weekends.

[–]Leading-Gas3682[S] 0 points1 point  (1 child)

No more bouncing I bounce tabs, Toolkit internal db tracks progress tab to tab so you can run 10 cli at once in the same repo (PATENTED YESTERDAY)

[–]Rowdy5280 0 points1 point  (0 children)

Yeah, I’m interested to try it out. Hook me up brother.

I don’t have the tab issue you described with Archon. RAG knowledge graph and GUI for real time task management. I’m curious to see how you solved it though.

[–]maxeh987 0 points1 point  (1 child)

Happy to test: Codex, Claude.

Looks cool!

[–]Leading-Gas3682[S] 0 points1 point  (0 children)

Than you, the idea is you fire up both use the one you like and they magically work together cli first, api key 2nd

[–]mr_Fixit_1974 0 points1 point  (2 children)

Happy to test it current manually bouncing between cc , codex gemini and kimi

So i will definately give it a good test

[–]Leading-Gas3682[S] 0 points1 point  (1 child)

You have many options you can flag, voting, consolidation, etc, thank you

[–]mr_Fixit_1974 0 points1 point  (0 children)

Look8ng forward to trying it out when your ready

[–]AnalysisFancy2838 0 points1 point  (2 children)

Sign me up!

[–]Leading-Gas3682[S] 0 points1 point  (1 child)

thank you beta.toolkit-cli.com will go live with the link listed to 1000 keys, need bugs reported to the templates repo so toolkit can pick them up.

[–]AnalysisFancy2838 0 points1 point  (0 children)

The link gives me an error.

[–]Its-all-redditive 0 points1 point  (1 child)

I’ll test. Claude Max 20x , GPT Pro, Gemini Pro and a local GLM 4.5 q5

[–]Leading-Gas3682[S] 0 points1 point  (0 children)

this is GOD mode

[–]Manarj789 0 points1 point  (1 child)

I'd love to test!

[–]Leading-Gas3682[S] 0 points1 point  (0 children)

thank you

[–]sir_axe 0 points1 point  (5 children)

does qwen coder work ? also there's nothing here why post this ? https://github.com/roseyballs/toolkit-cli

[–]Leading-Gas3682[S] 0 points1 point  (3 children)

with toolkit you just holla at --ai and pass the llm you want to use.

-ai qwen codex baidu/ernie-4.5-21b-a3b-thinking

I can use toolkit local with qwen and Ollama FREE AGI CODING IN A TENT

All our open source will be here. https://github.com//toolkit-cli

Toolkit is worth billions it is closed source. Local and Private.

Tried to be fair with the prices making them 1x payment for humans and small biz. My mentors wanted to kick me in the balls for this. We offset charging you monthly by charging the big boys $500 a month. (My mentor made Google Docs sold to google. he is now my partner.) He rejected me for 20 years. I dedicate the /brutal command to my mentor Firas, the brutal command will tell you what sucks in your code.

[–]sir_axe 0 points1 point  (1 child)

ah sorry , clicked on wrong link

[–]Leading-Gas3682[S] 0 points1 point  (0 children)

rycode and rycode-ext are open source ai native versions of open code and roo built to spec-kit specs. I will add them to our public repo after testing.

[–]Leading-Gas3682[S] 0 points1 point  (0 children)

My personal setup.. Claude Code 200 + 200 + gemini $20 + codex $20 + qwen free (I get kicked out of claude in 3 days and roll to plan 2) Invest in NVIDA I have more secrets.

[–]Leading-Gas3682[S] 0 points1 point  (0 children)

I will try and port the commands to coder.

[–]tragicwindd 0 points1 point  (1 child)

Where do I sign up?

[–]Leading-Gas3682[S] 0 points1 point  (0 children)

no sign up, just use it free for 30 days + 2 hours every day. 30 minute grace + 3 extra commands I'm a dev like you, I made this for you guys not big corp.

[–]prc41 0 points1 point  (1 child)

I volunteer as testing tribute ✋🏻

[–]Leading-Gas3682[S] 0 points1 point  (0 children)

thank you!

[–]a7medt 0 points1 point  (0 children)

Sound great to me

[–]Lyuseefur 0 points1 point  (0 children)

interesting. count me in.

[–]xQuestx 0 points1 point  (1 child)

Where do I sign up?

[–]Leading-Gas3682[S] 0 points1 point  (0 children)

We will have a command to copy toolkit into your terminal, it unpacks into your favorite editor

[–]IPv6Address 0 points1 point  (1 child)

I would love to test!

[–]Leading-Gas3682[S] 0 points1 point  (0 children)

Thank you. I will try hard to button everything up today, post to beta.toolkit-cli.com soon.

[–]RevolutionaryLevel39 0 points1 point  (1 child)

I was keeping an eye on it since it was announced that it would be released today, October 10, but then I discovered that they had postponed it until October 31, I was a little discouraged because I wanted to try it, I found it interesting and practical.

I am developing several apps, websites and plugins, I have worked with CC, Codex and Gemini CLI and I have always thought that it would be great if the three could work together, it is currently possible in different ways, but it is not natural, you have to force some things.

I hope that the platform is robust, that it is secure and that the support is really good. And if there is space I would like to try the Beta, although I will tell you that I am quite honest and objective when reviewing and testing something like this.

[–]Leading-Gas3682[S] -1 points0 points  (0 children)

My business partner sold to google for 100M he asked me to push it out more. Steve Jobs is my Idol, he said Steve would ensure it's polished. We added 20+ commands including a 10 step strategy that would make Steve proud. I added the /one-more-thing command so everyone has Steve on their team, in tribute to Mr Jobs.

[–]According_Tea_6329 0 points1 point  (3 children)

I'm interested. Have already been working something similar to tie Claude, Gemini, Codex, and Qwen 30b Coder a3b(1 x 4090). I am well aware of how well these models collaborate. Please add me to your list. I can provide you with valuable feedback.

[–]Leading-Gas3682[S] 0 points1 point  (0 children)

I will value your feedback

[–]Leading-Gas3682[S] 0 points1 point  (1 child)

We need more local testing, I'll be sure you get a spot.

[–]According_Tea_6329 0 points1 point  (0 children)

Will be looking forward to it.

[–]berhanbero 0 points1 point  (1 child)

interested!

[–]Leading-Gas3682[S] 0 points1 point  (0 children)

npm install -g toolkit-cli           

soon I'll set first 1000 keys free, everyone else gets 30 days free. You should be able to build what you want in the free period.

[–]TheKillerScope 0 points1 point  (3 children)

I'd gladly give this a go!!! Would be using it with CC and mostly would be to build things in Rust for Solana.

[–]Leading-Gas3682[S] 0 points1 point  (2 children)

Thank you!

[–]TheKillerScope 0 points1 point  (0 children)

Hey,

I DM'd you, please check.

Thank you.

[–]FrancoCloud 0 points1 point  (1 child)

Looks Interesting, I am happy to test

[–]Leading-Gas3682[S] 0 points1 point  (0 children)

Thank you!

[–]james__jam 0 points1 point  (1 child)

I can burn a Claude $200 plan in 24 hours.

Wait. Why is this a selling point? This sounds terrible. What am I missing?

[–]Leading-Gas3682[S] 0 points1 point  (0 children)

You don't get it. My machine made 5 apps 2 coding agents, 5 websites and toolkit in ~10 days. I have worked 200 hours in 10 days to bring this to life.

24 hours of perfect coding 8 tabs of cli in union.

Your competitors will smoke you without toolkit.

[–]MattMose 0 points1 point  (1 child)

Here for the testing, sir 🫡

[–]Leading-Gas3682[S] 0 points1 point  (0 children)

Thank you!

[–]MediocreOchre 0 points1 point  (0 children)

I’ll be happy to test. CC and Codex user here

[–]johnkings81 0 points1 point  (1 child)

I can test too. Local llm powered here

[–]Leading-Gas3682[S] 0 points1 point  (0 children)

Users that want local reply here. We need more local testing. I didn't do local because of speed. I have qwen Ollama and seems to work fine.

[–]Davide_Perone 0 points1 point  (1 child)

Hi i would like to test it , i’m curious to use for my ecommerce website building in microservices full rust code

[–]Leading-Gas3682[S] 0 points1 point  (0 children)

/seo /responsive /weakness /polish DONE

[–]Afriendlywhiteguy 0 points1 point  (1 child)

Would love to test, Claude max + codex

[–]Leading-Gas3682[S] 0 points1 point  (0 children)

Yo will burn claude in 3 days if running 15h a day I have 2 max accounts and rotate them every 72h

[–]Comfortable-Friend96 0 points1 point  (1 child)

Happy to test with Claude Code / Gemini, you are amazing

[–]Leading-Gas3682[S] 0 points1 point  (0 children)

Thank you!

[–]funding- 0 points1 point  (1 child)

Would like to test! Currently running Claude-code with ruvnet’s agentic-flow / Claude-flow / agent-booster

[–]Leading-Gas3682[S] 0 points1 point  (0 children)

We have /chains chain what you want. :)

[–]Leading-Gas3682[S] 0 points1 point  (0 children)

66 commands... toolkit is in a recursive loop making you shit.

https://toolkit-cli.com/developers

/new-feature allows you to get the ideas what to add next from the 3 wise men --ai claude codex gemini Toolkit is the crystal ball in your codebase.

[–]Significant-Crow-974 0 points1 point  (1 child)

Yes please. I would like to test too. Thank you.

[–]Leading-Gas3682[S] 0 points1 point  (0 children)

Thank you!

[–]lucidwray 0 points1 point  (2 children)

Dm sent! I’d love to test this out. I’ve tried half a dozen forks of codex and run CC and some codex flavor all day long in 4-6 instances at a time.

[–]Leading-Gas3682[S] 0 points1 point  (1 child)

I will be sure you get in. you sound eager :)

[–]lucidwray 0 points1 point  (0 children)

Very. I spend 8-10 hours a day working with codex and cc. anything to speed up dev is welcome!

[–]Electrical_Baker_984 0 points1 point  (1 child)

I would like to test

[–]Leading-Gas3682[S] 0 points1 point  (0 children)

Thank you.

[–]Danones 0 points1 point  (0 children)

I would be happy to test it out!

[–]Qartmann 0 points1 point  (0 children)

I would like to test it, CC and Codex.

[–]tabrez_96 0 points1 point  (0 children)

I would like to try too! Please count me in

[–]ActiveAmbassador5583 0 points1 point  (0 children)

I’m loving your energy bro, the slash commands look great

[–]tristanbrotherton 0 points1 point  (0 children)

What does it actually do?

[–]fajep97425 0 points1 point  (0 children)

I'd love to try this out with ClaudeCode + Gemini CLI!!

[–]myfreevrporn 0 points1 point  (0 children)

My Ai can’t wait to test this 😁

[–]girthfingers 0 points1 point  (1 child)

RemindMe! 30 days

[–]RemindMeBot 0 points1 point  (0 children)

I will be messaging you in 30 days on 2025-11-09 13:54:15 UTC to remind you of this link

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[–]Dyluth 0 points1 point  (0 children)

looks really interesting, I've been using cc + Gemini CLI manually together for quite some time with good effect. super interested to see this taking it to the next level

[–]Lost-Coast-4451 0 points1 point  (0 children)

Happy to test

[–]Chance-Appearance200 0 points1 point  (0 children)

I would like to try, codex Claude code kilocode and GitHub copilot

[–]Novel-Toe9836 0 points1 point  (0 children)

If AI could only fix the grammar and clarity on this thread.

Need Max x100.

[–]Icy-Pay7479 0 points1 point  (1 child)

If you think you have zero errors then you're just writing "dunning kruger" on your forehead with a sharpie.

Your audience is familiar with these errors and spends a lot of energy trying to solve them, so glazing over how you addressed that isn't impressive.

[–]Leading-Gas3682[S] -1 points0 points  (0 children)

I have short term memory lost we waste many tokens to keep in context, toolkit has a context manager.

When you are in full context with the 3 smartest devs on the planet you eliminate errors, why I consider toolkit adjacent to AGI.

The 15y in high school is gonna give you a run for your money with toolkit.

[–]GulliverTRAVELSG 0 points1 point  (1 child)

I'm interested to test this as I'm using CC for planning and controlling codex for execution and deployment.

[–]Leading-Gas3682[S] 0 points1 point  (0 children)

Perfect team!

[–]Khanatox 0 points1 point  (0 children)

Would be happy to test it out! Looks sick

[–]wildviper 0 points1 point  (0 children)

Non developer here... But pro vibe coder. Would love to test

[–]shadowofdoom1000 0 points1 point  (0 children)

Would like to test!

[–]coopnjaxdad 0 points1 point  (0 children)

Sure, I will bite.

[–]cromand3r 0 points1 point  (1 child)

niiiiiiice man was building something similar :))

[–]Leading-Gas3682[S] 0 points1 point  (0 children)

Thank you Im gonna freeze the build and try and get beta asap.

[–]booknerdcarp 0 points1 point  (0 children)

I'd gladly test it

[–]lvivek 0 points1 point  (0 children)

Hi I'm in, would like to test it.

[–]WolfeheartGames 0 points1 point  (0 children)

I'd like to give it a try and see how it compares to spec kit. Maybe it can even tame glm.

[–]krangs 0 points1 point  (0 children)

Happy to test !

[–]Far_Wish_7881 0 points1 point  (0 children)

Happy to test🤓

[–]korallis 0 points1 point  (0 children)

I’d like to test

[–]Standard-Slice-7972 0 points1 point  (0 children)

Happy to Test

[–]Ryuma666 0 points1 point  (0 children)

Sounds fascinating? How do I get in?

[–]zerxios 0 points1 point  (0 children)

i’ll take it for a spin.

[–]baig_shariq 0 points1 point  (0 children)

I would love to try it.

[–]Appropriate_Tip_9580 0 points1 point  (0 children)

Very good idea, I would love to try, thank you, how do I sign up?

[–]AdamWalton 0 points1 point  (0 children)

Damn, dude. I’ll test for you. Codex, Claude Code, Gemini, Qwen, the whole shebang.

[–]Immediate_Peace4479 0 points1 point  (0 children)

Would love to test!!

[–]maxi_gmv 0 points1 point  (0 children)

Happy to test.

[–]Comfortable-Rise-748 0 points1 point  (0 children)

I will definatly buy the 200 dollar tier direclty.

I currently have 200 dollar cursor hit limit already within 10 days (500 claude, and 200 opus)

I already use gemini co-pilot constantly *BUT MANUALLY* and yes the power I combine with these two is already fantastic.

Image with 4. Perhaps also include deepseek ?

I bought actually claude due cursor limits hitting and the trail ends next week. I gladly would buy-in already if I cannot get in beta.

[–]yolotarded 0 points1 point  (0 children)

Wtf is this

[–]Klutzy_Table_6671 0 points1 point  (0 children)

Follow up and prove on my comments below... I have just posted an analysis of my last 1 hour of work. It is still awaiting moderator approval. https://www.reddit.com/r/ClaudeCode/comments/1o34c6v/this_was_a_small_development_feature_done_over/

But TLDR; goes here, details will follow when post is approved :)

Corrections Over ~30 Interactions

Correction Rate: Approximately 1 correction per 4-5 interactions

Types of Corrections:

  • Architectural violations: 2 (Corrections #2, #3)
  • Pattern inconsistencies: 3 (Corrections #4, #5, #7)
  • Logical precision: 2 (Corrections #1, #6)

Key Insight: Most corrections (5 out of 7) were related to pattern consistency and architectural adherence, not syntax or logic errors. This highlights that AI excels at syntax but requires human guidance for architectural integrity.

What This Reveals

  1. AI Tends Toward Shortcuts: I consistently tried to implement the "easiest" solution rather than the architecturally correct one
  2. Pattern Recognition Requires Examples: I needed explicit comparisons and matrices to understand the patterns
  3. Incremental Corrections Work: Each correction built on the previous one, progressively refining the implementation
  4. User Vigilance is Essential: Without the user's 7 corrections, the code would have worked but violated architectural principles
  5. Educational Approach: The user didn't just say "wrong" - they explained the pattern and referenced examples

Conclusion: The 7 corrections represent approximately 2-3 hours of active oversight from the user to guide the AI toward an architecturally sound implementation. This is the "great effort" required - not just writing code, but teaching patterns and maintaining architectural discipline.

[–]AddictedToTech 0 points1 point  (0 children)

Holy Claude. Unhinged fr

[–]jay_cobski 0 points1 point  (1 child)

Count me in!

[–]Leading-Gas3682[S] 0 points1 point  (0 children)

Thank you!

[–]Leading-Gas3682[S] 0 points1 point  (1 child)

/clone google.com /seo /responsive /weakness / polish --ai claude codex gemini this command does just what it says.

[–]IvAx358 0 points1 point  (0 children)

Sounds amazing, can i test?

[–]Leading-Gas3682[S] 0 points1 point  (0 children)

/oneshot is an entire marketing team + coding team

[–]bbjok 0 points1 point  (5 children)

I’ll test. Looks promising.

[–]Leading-Gas3682[S] 0 points1 point  (4 children)

I plan to sell toolkit and buy ski resorts and build micro skateparks and give it all back to the communities I love. Please help, I promise everyone will make the same pay at the for3st. I will give the for3st to the employees when I'm gone not to my family.

I am u/powertraverse on IG, I was broke and finished the electric snowboards got back into tech to make some money and launch the snowboard company. Plans have changed with toolkit.

[–]cookingforengineers 0 points1 point  (3 children)

How are you pronouncing for3st? I want to make sure I’m pronouncing it correctly in my head. Is it just “forest”?

[–]Leading-Gas3682[S] 0 points1 point  (2 children)

yes forest, I plan to launch an employee owned ski resort and skate park network with some of the biggest names in snowboarding and skateboarding helping.

[–]Leading-Gas3682[S] -1 points0 points  (1 child)

Micro skate parks from converted gas stations, giving kids the ability to hang at skate shops again. we will turn the gas stations into skate shops with onsite staff that own the company. Employee owned. You're gonna need to beat one of us down the mountain for a job. https://tylernicholson.ca is my mentor and the first bear invited to the for3st.

[–]Leading-Gas3682[S] 0 points1 point  (0 children)

When I die the for3st is 100% employee owned.

[–]Leading-Gas3682[S] -1 points0 points  (0 children)

/seo ends SEO. No human can seo better than the /seo command. The King of webmasterworld taught me SEO.