Repository
alibaba/atrex-kernel-agent agent skills
- skills
- 7
- GitHub stars
- 166
GitHub description: “An end-to-end agent project for GPU kernel implementation, analysis, profiling, and iterative optimization. It helps an agent turn PyTorch logic or an existing kernel into a high-performance GPU kernel through a structured, profile-driven workflow.”
- Stars
- 166 (37 forks)
- Licence
- Apache-2.0
- Last push
- Sep 2026
- Created
- Jun 2026
- agent
- agentic-workflow
- autoresearch
- gpu
- gpu-kernel
- gpu-programming
- kernel-generation
- amd-gpu
- nvidia-gpu
- self-improving-agent
- skills
Install all skills
npx skills add alibaba/atrex-kernel-agentAdd --skill <name> for a single skill and -a <agent> to choose the agent (see the agent guides).
Skills in alibaba/atrex-kernel-agent, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Mine a per-kernel optimization trace — a git repository capturing successive versions of one kernel being optimized — into structured, gate-validated optimization-experience records for the GPU… | alibaba/ | 166 | — | ~4.4k | Automated safety check: Pass | Apache-2.0 | 10 days ago |
| 2 | Mine AI coding-agent session transcripts into structured, gate-validated GPU-kernel optimization records for the wiki. | alibaba/ | 166 | — | ~3.1k | Automated safety check: Pass | Apache-2.0 | 10 days ago |
| 3 | Choose and run ACU-only, adaptive PPU in-kernel timeline, or optional bounded joint analysis for a PPU kernel. | alibaba/ | 166 | — | ~5.2k | Automated safety check: Pass | Apache-2.0 | 10 days ago |
| 4 | Let AKA autonomously add, run, inspect, and revise intra-kernel timeline probes for standalone CUDA/inline PTX or CuTe DSL when ordinary benchmark, NSYS, or NCU evidence cannot answer a specific… | alibaba/ | 166 | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | 10 days ago |
| 5 | 5.Gen Plan Generate a structured implementation plan from an evidence draft. | alibaba/ | 166 | — | ~3.4k | Automated safety check: Pass | MIT | 10 days ago |
| 6 | Learn the target framework from enabled knowledge tools and implement a baseline GPU kernel. | alibaba/ | 166 | — | ~2.1k | Automated safety check: Pass | Apache-2.0 | 10 days ago |
| 7 | Run the evidence loop of one long-horizon GPU kernel optimization episode. | alibaba/ | 166 | — | ~3.6k | Automated safety check: Pass | Apache-2.0 | 10 days ago |
Questions, answered from the data.
What is the best skill in alibaba/atrex-kernel-agent?
Opt Trace Mining from alibaba/atrex-kernel-agent ranks first of the 7 skills in alibaba/atrex-kernel-agent listed here, with the highest score: its repository has 166 GitHub stars, its SKILL.md loads about 4.4k tokens and it passes the automated safety check with no findings. Next come Session Trace Mining and Ppu Acu Joint Profile.
Are the skills in alibaba/atrex-kernel-agent official?
None yet. All 7 skills in alibaba/atrex-kernel-agent 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 alibaba/atrex-kernel-agent?
Run npx skills add alibaba/atrex-kernel-agent 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.