Repository
RightNow-AI/AutoMegaKernel agent skills
- skill
- 1
- GitHub stars
- 148
GitHub description: “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, paper: https://arxiv.org/abs/2606.09682”
- Stars
- 148 (15 forks)
- Licence
- MIT
- Last push
- Sep 2026
- Created
- Jun 2026
- Homepage
- runinfra.ai
- agent-harness
- cuda
- gpu
- gpu-programming
- kernel-fusion
- llm-inference
- machine-learning
- megakernel
- mlsys
Install all skills
npx skills add RightNow-AI/AutoMegaKernelAdd --skill <name> for a single skill and -a <agent> to choose the agent (see the agent guides).
Skills in RightNow-AI/AutoMegaKernel, ranked
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | A skill your agent uses when optimizing or generating a CUDA megakernel for a HuggingFace Llama-family model with AutoMegaKernel (AMK), drives the correctness-gated propose - eval - keep/revert loop… | RightNow-AI/ | 148 | — | ~1.8k | Automated safety check: Pass | MIT | 20 days ago |
Questions, answered from the data.
What is the best skill in RightNow-AI/AutoMegaKernel?
Megakernel Optimization from RightNow-AI/AutoMegaKernel ranks first of the 1 skills in RightNow-AI/AutoMegaKernel listed here, with the highest score: its repository has 148 GitHub stars, its SKILL.md loads about 1.8k tokens and it passes the automated safety check with no findings.
Are the skills in RightNow-AI/AutoMegaKernel official?
None yet. All 1 skills in RightNow-AI/AutoMegaKernel listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
How do I install all skills from RightNow-AI/AutoMegaKernel?
Run npx skills add RightNow-AI/AutoMegaKernel in your project: the open-source skills CLI installs the repository's skills into your coding agent's skills folder. To install a single skill, open its page here for the exact command.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.