# Babyhamsta/Aimmy

Universal Second Eye for Gamers with Impairments (Universal AI Aim Aligner (AI Aimbot) - ONNX/YOLOv8 - C#)

Repository: https://github.com/Babyhamsta/Aimmy
Canonical: https://ross.abutalabs.com/products/aimmy
Language: C#
License: NOASSERTION
License Family: other
Topics: ai, ai-aimbot, aim, aimbot, aimmy, aligner, assist, directml, esp, machine-learning, onnx, universal, yolov8, babyhamsta, marsqq, free, yolo, aimassist, aimmy-ai
Last push: 2026-08-20T02:10:35+00:00

## Health v2 (maintenance only)
Score: 78/100 (v2, computed 2026-09-03T02:20:16.233290+00:00)
- activity 98, release rhythm 54, longevity 75
- inputs: {"age_days": 1058, "days_push": 14, "days_rel": 228, "gap_med": 55.5, "n_releases_24m": 5}
- flags: no_license
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 1568, forks 691 (observed 2026-08-28T04:05:05.044277+00:00)

## What it is
Aimmy is a universal AI-based aim alignment mechanism (aim assist) for gamers with impairments, built in C# using YOLOv8 models run via ONNX and DirectML for fast detection on AMD and NVIDIA GPUs. It captures the screen, detects players, and adjusts the mouse cursor, offering a no-code UI with extensive customization and downloadable models.

## Use cases
- assist aiming in FPS games with an AI aim aligner
- run YOLOv8 object detection on screen captures for gaming assistance
- get better aimbot performance on AMD GPUs without TensorRT
- customize an aim assist tool for a specific game without coding
- download community-trained detection models for different games
- improve reaction time and aiming accessibility as a disabled gamer

## When to choose
- you need a free, no-key AI aim aligner with a GUI on Windows
- you have an AMD GPU and want DirectML/ONNX inference instead of TensorRT
- you want to swap in custom YOLOv8 models per game without writing code

## When to avoid
- you need a truly open-source project - Aimmy is explicitly source-available, not open source
- you need Linux, macOS, or mobile support
- you want a general-purpose object detection framework rather than a gaming aim assist
- use in games with anti-cheat is against most games' terms of service

## Facets
- artifact type: application
- maturity: active
- function: machine-learning, computer-vision, image-processing, gui
- domain: gaming-tools, machine-learning, computer-vision, accessibility
- platform: windows
- tags: aim-assist, aimbot, yolov8, onnx, directml, object-detection, screen-capture, source-available, accessibility-gaming, esp, desktop, gpu

## Member repositories
- Babyhamsta/Aimmy (main) score 78

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:05:05.044277+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T03:58:55.699487+00:00, confidence not recorded.
  - readme: https://github.com/Babyhamsta/Aimmy (fetched 2026-08-28T04:05:05.044277+00:00, sha b5d7866f756f)
- Data as of 2026-08-30T08:39:29.467469+00:00.