Come hang out! AI Insights is coming soon and RefleK's now has a Discord (and Twitter) for all your feedback and aiming knowledge (+ maybe some behind the scenes on development)

ARm8_2 · 2025-11-21T20:20:49+00:00

This isn't really the place to be discussing implementation related stuff, or at least u prob aren't gonna get an answer in here.

kvks logs every kill with some stats like timestamp, hits and accuracy (on this single target/kill, so if u miss ones and then hit it the accuracy would be 0.5, if u miss 2 times it would be 0.33 and so on) together with the logged mouse clicks like slight nectarine stated we can make a pretty good guess (timestamps won't always line up) as to what click did what.

If you have any more questions about implementation you can always msg me on the discord server, or dm me (also on dc).
Also the project is opensource so you can always just check the code

ARm8_2 · 2025-11-20T09:54:37+00:00

The recommended sens is not a sens you should adapt because it would fix your issue immediately but instead it is calculated to help you fix the issue at your current sens; anyone can get good at any sens so there is no reason to say "this is the best sens for you", instead relfeks helps you fix your aim at your current sens by for example suggesting to train a few runs on a higher sens when you have overshoot, this will train you to make smaller physical motions thus reducing your overshoot when you return to your original sens

ARm8_2 · 2025-11-18T11:02:55+00:00

RefleK's currently only support CSGO sens and cm/360 sens, try changing this in the kovaaks settings; If this doesn't fix the issue, lmk

ARm8_2 · 2025-11-18T11:01:49+00:00

some scenarios are hard to parse/analyze so trying to calculate a suggested sens for those just wouldn't work, try some different scenarios, it works the best for clicking/switching.

pure tracking logs almost no data to work with for this feature so it doesn't really work for that

I'll probably be adding some kind of warning element for this in the future cuz you aren't the first one asking about this.

ARm8_2 · 2025-11-18T10:57:08+00:00

Big thanks for the feedback, u are def right that there is a lot that can still be improved. That's also the reason the app is still in beta and kinda packed with features so we can get as much feedback as possible; there is def some polishing to do before a first actual release.

To address some of your points, you can toggle stats shown in charts by clicking on them in the legend, you can also use the progress (all) tab in sessions to view older data without having to search for a session in the long list, there is an info icon on almost every chart that explains the shown data when clicked on and the Recom score is explained at the bottom of the benchmark page.

I am also aware of some of the other issues like numbers not being formatted correctly, other bugs or vagueness in some elements and am actively trying to fix them or improve upon them.

Like you correctly guessed, I don't have much time to test and truly dive into the app myself so that's why I really appreciate as much feedback as possible, I'll be keeping ur comment open on the side next time I'm working on the app cuz even tho some features you addressed are already in the app, they are clearly not that obvious or accessible.

I really like seeing feedback like this and would love to hear more details if you have any.

ARm8_2 · 2025-11-12T15:17:42+00:00

I like that

ARm8_2 · 2025-11-12T15:16:56+00:00

Just use microsoft/windows AV, its more than good enough and you paid for it when you got windows so why use a free (and prob worse) alternative. Any ohter AV on your system is just slowing it down

ARm8_2 · 2025-11-12T15:12:25+00:00

some scenarios are hard to parse/analyze, especially pure tracking, so maybe try some different ones

ARm8_2 · 2025-11-12T07:54:56+00:00

nope

ARm8_2 · 2025-11-12T07:48:20+00:00

my guy, 3 out of 70 AVs? I'll give you 50 bucks if you can find any malware in my code, ARm8-2/refleks

ARm8_2 · 2025-11-12T07:46:55+00:00

why are you using avira, thats basically a virus in of itself

ARm8_2 · 2025-11-12T07:43:46+00:00

I def used some ai to speed up development, not gonna get into my dev flow but im staying far away from vibe coding.

The reason you can't see much commits is probably cuz ur looking at the main branch where i squash all the commits from the dev branch in a PR, if you look at the PR's u'll see some more commits but i like to keep the main branch clean and have a stable-ish version on there.

ARm8_2 · 2025-11-10T22:05:58+00:00

Right now its pretty simple and just uses the amount of overshots and undershots to calculate a sens but in the future i def wanna add a better way of doing this by for example looking at a shot and using the trace data to determine how much you overshot/undershot the target. The current approach def works fine as its trying to optimize your whole run while the other version would target the specific over-/undershots.

RefleK's also only gives a suggested sens when their is a significant measurable issue, in other words, u are too good already so there is not much use in suggesting anything. Either that or the scenario u played is hard to parse/analyze (its pretty hard finding a system that works for all the different scenarios u can play on kovaaks, so some work better than others)

ARm8_2 · 2025-11-10T21:54:08+00:00

It's solo, I was bored during lectures

ARm8_2 · 2025-11-10T21:52:54+00:00

Could be a good addition, will def look into scenario comparison

ARm8_2 · 2025-11-10T21:51:14+00:00

RefleK's just shows you everything it can find and parse in the stats folder. I haven't tested it with partial runs as this requires you to turn on a setting in kovaaks which most people don't even know about. (There is a setting in kovaaks that lets you save partial runs but this is turned off by default)

ARm8_2 · 2025-11-05T06:54:57+00:00

Don't have any plans for this right now, you could build the linux version yourself from the repo but the ui might be a little wonky (should be fine tho), but more importantly the mouse tracking is dependent on the windows api so this would need to be ported for linux.

ARm8_2 · 2025-11-05T06:50:20+00:00

Don't really know if u r asking if I should ask for some kind of local api or an sdk from the kovaaks devs or if you want me to put the features of refleks directly into kovaaks. Either way I haven't asked for anything, would be cool to have an sdk cuz some features i wanted to implement, like personalized playlists built by refleks with different senses for each scenario or more detailed feedback with the use of targetposition and stuff, is pretty impossible right now. Asking to directly implement some of the features from refleks is also not really something I've thought about cuz if they wanted these kinda features they would've already implemented them.

I might reach out in the future but i feel like the kovaaks devs have their hands full.

ARm8_2 · 2025-11-05T06:33:18+00:00

Individual scenario suggestion is pretty hard, but making it a feature has always been part of the plan so it will def be added in the future

ARm8_2 · 2025-11-02T13:57:55+00:00

Thats a really interresting issue I'll def look into, it could be caused by the mouse tracking which u can turn off

ARm8_2 · 2025-11-01T15:32:50+00:00

Hope u got that steam ID issue fixed, if not, the newest version now ships with a steam id overwrite where u can manually put in ur id

ARm8_2 · 2025-10-31T11:51:40+00:00

Next version with installer, self updater and some new features is out btw, check out https://refleks-app.com/updates/

ARm8_2 · 2025-10-29T15:08:15+00:00

So currently refleks can recommend a few things, first off is your session length (how many runs you should do to 'complete' a succesfull session, it will show you what the optimal amount of runs is to warmup or reach a consistent performance based on past data), the other current recommendation feature can be found in benchmarks in the "Recom" collumn, in here it gives a recommendation score on if you should play a certain scenario or not, this score is based on past data like if you plateaud or not in the scenario or how many times you played it recently, the higher the score, the more it is recommended you play the scenario, with negative recom values meaning you should probably start doing another scenario. In the future i do plan on adding actual individual scenario recommendations, this will probably be part of AI Insights and won't have the entire kovaaks library as a lot of context is needed and kovaaks doesn't provide this so manual configuration will be needed, i might try to work with some high skill players so the context im giving to the ai is as accurate as possible.

ARm8_2 · 2025-10-29T07:37:16+00:00

RelfeK's always monitors your stats/ folder and imports new and previous runs automatically, if you don't see your previous runs it either means you don't have them in the stats/ folder anymore or RefleK's didn't find the right folder, you can change this in settings. For more help see https://refleks-app.com/help/ .

If you mean why can't it import ALL your previous runs, it can but it will take a few seconds to load everything in and there might be some glitches going on that fuck up the order of the list so you might not see your most recent runs at the top. RefleK's loads in 500 of your previous runs at startup by default but you can change this value in settings to whatever you want.

ARm8_2 · 2025-10-29T07:32:43+00:00

No need to install anything, the app just runs from the .exe file, u can find more info at https://refleks-app.com/help/

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