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AutoMegaKernel
AutoMegaKernel: An agent harness that compiles a model into one provably-correct, self-retargeting CUDA megakernel and self-tunes it past cuBLAS at batch-1 LLM decode.
AgentScore
14.5-0.43
-0.43 vs 24h ago
Adoption10.4
Quality—
Momentum57.5
Community15.4
Quality unrated · weight redistributed
CapabilitiesCode Generation
LicenseMit
MaturityExperimental
Score breakdown
Headline plus the four pillars over time. Click any pillar below to see the signals feeding it.
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Pillar contributions
- GitHub stars+2.8%74→ 31.2MCP registry listing0→ 0.0
Pillar = mean of 2 scaled values = 10.4.
Awaiting first reading — these signals apply to this agent and will be ingested on the next tier tick: PyPI monthly installs, SO questions (7d), Product Hunt upvotes, Docker Hub pulls, Crates.io downloads (90d), Tech-news mentions (30d)
Not applicable — this agent doesn't have the prerequisite (no GitHub repo, no HF mirror, etc.) for these signals to ever apply: HF downloads (30d), npm weekly installs
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Score envelope last computed 5h ago. Quality is Unrated — agent has no benchmark results yet.