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mars-compute-ai/G-Watch

Score: 32.7 Rank #5120

G-Watch is an agentic tool for optimizing GPU kernels. It features rich Profiling and Program Analysis capabilities on both NVIDIA and AMD GPUs, providing accurate and token-efficient solution for agentic GPU kernel optimization.

Overview

mars-compute-ai/G-Watch is a Shell agent tool licensed under Apache-2.0. G-Watch is an agentic tool for optimizing GPU kernels. It features rich Profiling and Program Analysis capabilities on both NVIDIA and AMD GPUs, providing accurate and token-efficient solution for agentic GPU kernel optimization.

Ranked #5120 out of 25632 indexed tools.

Ecosystem

Shell Apache-2.0

Signal Breakdown

Stars 5
Freshness 9d ago
Issue Health 0%
Contributors 0
Dependents 0
Forks 4
Description Detailed
License Apache-2.0

How to Improve

Issue Health high impact

You have 2 open vs 0 closed issues — triaging stale issues improves health

Contributors medium impact

Single-contributor projects carry bus-factor risk — welcoming contributors boosts confidence

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

Badge

AgentRank score for mars-compute-ai/G-Watch
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