Nicheloom

Market intelligence for builders — see what's gaining traction before it's crowded.

clash-jev

A Clash Royale bot with no trained policy: Jev (TypeSafe System One) makes every decision from the live game state

Details

External ID
1378989597
Source
GITHUB
Company
—
Product
clash-jev
Website domain
github.io
Launched
Sept. 21, 2026
Cohort
—
Upvotes
33
Upvotes percentile
0.7449397899052012
Tags
—
Fetched at
Sept. 25, 2026, 5:02 p.m.
Updated at
Sept. 25, 2026, 5:02 p.m.

Enrichment

Theme
decision model runtimes and tools
Vertical
Media & entertainment
Function
Agent / copilot
Audience
Prosumer
AI stance
AI-native
Project type
Hobby / open-source project
Normalized one-liner
state-based gameplay bot for clash royale
Manually corrected
False

Could you build this?

No Building a real-time game bot operating strictly on live computer vision and heuristic/rule-based decision logic without an API requires real-time screen capture, CV model inference, and strict latency control.

What it would actually take: Requires an architecture consisting of low-latency video capture (ADB or desktop emulator mirror), custom OCR and object detection models (e.g., TensorRT-optimized YOLO) running at 30-60 FPS, and a deterministic game-state solver with microsecond decision latency. It demands deep computer vision engineering, game physics reverse engineering, and real-time systems tuning to avoid anti-cheat detection.

Competitors

Other products that read as similar to this one — 718 launches clear the similarity bar, closest 8 shown.

Attention rank: #178 of 719 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 325 days after the earliest competitor.

Other launches for this product

Same idea, different domain

Nobody's really built a agent / copilot tool for Agriculture yet.