clash-jev
A Clash Royale bot with no trained policy: Jev (TypeSafe System One) makes every decision from the live game state
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GITHUB · launched Sep 21, 2026 · 33 upvotes (top 25%) · 1 view
Niche: gameplay automation tools · 67 launches, 6 in the last 7 days ▼ -60% · Explore this niche →
Category and tags
- Horizontal
- Agent / copilot
- Prosumer
- AI-native
- Hobby / open-source project
Visit website ↗ Source listing ↗
More like this: all 67 launches in gameplay automation tools →
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 : 1744 launches clear the similarity bar, closest 8 shown.
Attention rank: #440 of 1745 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 325 days after the earliest competitor.
- Jev-Trades · github · 2026-09-17 · 21 upvotes · similarity 0.63
- jev-tetris · github · 2026-09-18 · 13 upvotes · similarity 0.58
- jevwire · github · 2026-09-17 · 15 upvotes · similarity 0.57
- rpocket-brawlgym · github · 2026-10-18 · 74 upvotes · similarity 0.57
- jev-chat · github · 2026-09-18 · 91 upvotes · similarity 0.57
- awesome-jev · github · 2026-09-18 · 75 upvotes · similarity 0.56
- BattleClaws · hn · 2026-05-06 · 8 upvotes · similarity 0.56
- jes · github · 2026-09-29 · 8 upvotes · similarity 0.55
The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.