Repository
facebookexperimental/triton agent skills
- skills
- 18
- official
- 18
- GitHub stars
- 201
GitHub description: “Github mirror of trition-lang/triton repo.”
- Stars
- 201 (78 forks)
- Licence
- MIT
- Last push
- Oct 2026
- Created
- Nov 2024
Install all skills
npx skills add facebookexperimental/tritonAdd --skill <name> for a single skill and -a <agent> to choose the agent (see the agent guides).
Skills in facebookexperimental/triton, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Collect, validate, package, and inspect rocprofv3 Advanced Thread Trace bundles for AMD GPU kernels. | facebookexperimental/ | 201 | — | ~733 | Automated safety check: Pass | MIT | today |
| 2 | Design and run Triton TTGIR debugging ablations using iroverride. | facebookexperimental/ | 201 | — | ~978 | Automated safety check: Pass | MIT | today |
| 3 | Execute the TLX Kernel Optimization Agent CLI on a Triton or TLX kernel. | facebookexperimental/ | 201 | — | ~3.5k | Automated safety check: Pass | MIT | today |
| 4 | Run NVIDIA compute-sanitizer (memcheck, racecheck, initcheck, synccheck) against a Triton/TLX kernel to find runtime memory and synchronization bugs. | facebookexperimental/ | 201 | — | ~1.6k | Automated safety check: Pass | MIT | today |
| 5 | Recover from GPU-busy / GPU-unavailable failures. An agent skill from facebookexperimental/triton. | facebookexperimental/ | 201 | — | ~709 | Automated safety check: Pass | MIT | today |
| 6 | Debug Triton compilation by dumping IR at each stage (TTIR, TTGIR, LLVM, PTX). | facebookexperimental/ | 201 | — | ~644 | Automated safety check: Pass | MIT | today |
| 7 | Run TLX kernel performance benchmarks on Hopper, Blackwell, and AMD (gfx950/CDNA4, gfx1250) GPUs. | facebookexperimental/ | 201 | — | ~1.1k | Automated safety check: Pass | MIT | today |
| 8 | A skill your agent uses when working on fence-related compiler passes, TMA store lowering, proxy fence insertion, investigating missing or spurious fences, or debugging correctness issues in TLX… | facebookexperimental/ | 201 | — | ~1.2k | Automated safety check: Pass | MIT | today |
| 9 | How to build and run GPU targets under Buck in fbcode. An agent skill from facebookexperimental/triton. | facebookexperimental/ | 201 | — | ~998 | Automated safety check: Pass | MIT | today |
| 10 | Run the sched2tlx perf/correctness harness over the modulo-scheduling example corpus (case1-9: GEMM, persistent GEMM, FA fwd/bwd, addmm+bias, LayerNorm, wgrad+bias, multiphase GEMM, scaledmm). | facebookexperimental/ | 201 | — | ~1.9k | Automated safety check: Pass | MIT | yesterday |
| 11 | Test and run TLX-AMD tutorial kernels (gfx950/CDNA4 and gfx1250) and understand their CI. | facebookexperimental/ | 201 | — | ~1.3k | Automated safety check: Notes | MIT | yesterday |
| 12 | TLX DSL API reference for low-level GPU primitives. An agent skill from facebookexperimental/triton. | facebookexperimental/ | 201 | — | ~3.9k | Automated safety check: Pass | MIT | yesterday |
| 13 | Author Triton kernels with automatic warp specialization (AutoWS). | facebookexperimental/ | 201 | — | ~7.1k | Automated safety check: Pass | MIT | yesterday |
| 14 | Run autoWS (automatic warp specialization) correctness tests. | facebookexperimental/ | 201 | — | ~467 | Automated safety check: Pass | MIT | yesterday |
| 15 | Produce a structured barrier report for AutoWS (automatic warp specialization) IR. | facebookexperimental/ | 201 | — | ~6.8k | Automated safety check: Pass | MIT | yesterday |
| 16 | Consult and maintain AutoWS documentation. An agent skill from facebookexperimental/triton. | facebookexperimental/ | 201 | — | ~968 | Automated safety check: Pass | MIT | yesterday |
| 17 | Diagnose CUDA "illegal instruction" / kernel crashes on Triton kernels that reference to TMA loads or stores (maketensordescriptor, TensorDescriptor, descriptor.load, descriptor.store… | facebookexperimental/ | 201 | — | ~1.1k | Automated safety check: Pass | MIT | yesterday |
| 18 | Compare Triton, TLX, and inductor kernel numerics across A/B compiler builds with per-config isolation tests and grouped impact reporting. | facebookexperimental/ | 201 | — | ~792 | Automated safety check: Pass | MIT | yesterday |
Questions, answered from the data.
What is the best skill in facebookexperimental/triton?
Amd Att Trace (official) from facebookexperimental/triton ranks first of the 18 skills in facebookexperimental/triton listed here, with the highest score: its repository has 201 GitHub stars, its SKILL.md loads about 733 tokens and it passes the automated safety check with no findings. Next come Ir Override Ablation and Tlx Kernel Optimization Agent.
Are the skills in facebookexperimental/triton official?
18 of the 18 skills in facebookexperimental/triton are official, published by the vendor's own GitHub organization: Amd Att Trace, Ir Override Ablation, Tlx Kernel Optimization Agent, Compute Sanitizer, Debug Failing GPU and 13 more.
How do I install all skills from facebookexperimental/triton?
Run npx skills add facebookexperimental/triton 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.