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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | High-level guide for integrating a new DiT model into cache-dit: Cache (BlockAdapter/ForwardPattern), Context Parallelism, Tensor Parallelism, Text Encoder Parallelism (TE-P), VAE Parallelism… | vipshop/ | 1.3k | — | ~11k | Automated safety check: Pass | Apache-2.0 | today |
| 2 | A skill your agent uses when writing, debugging, porting, reviewing, or optimizing CUDA C++ or PTX kernels; investigating CUDA Runtime or Driver API behavior; profiling kernels with Nsight Systems… | vipshop/ | 1.3k | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | today |
| 3 | A skill your agent uses when writing, modifying, porting, or optimizing CuTe DSL GPU kernels in Python; reading CuTe DSL API reference material; integrating a CuTe DSL kernel into a project; or… | vipshop/ | 1.3k | — | ~2.8k | Automated safety check: Pass | Apache-2.0 | today |
| 4 | A skill your agent uses when writing, debugging, porting, reviewing, or optimizing CUTLASS or CuTe C++ kernels and templates; navigating CUTLASS examples, collectives, epilogues, pipelines, GEMM… | vipshop/ | 1.3k | — | ~2.2k | Automated safety check: Pass | Apache-2.0 | today |
| 5 | A skill your agent uses when doing operator migration or kernel migration for CUDA, Triton, or custom ops in cache-dit; porting kernels from nunchaku, deepcompressor, or other repos; designing… | vipshop/ | 1.3k | — | ~3.8k | Automated safety check: Pass | Apache-2.0 | today |
| 6 | A skill your agent uses when integrating a new PTQ workflow into cache-dit; designing quantize/load API shape, backend-specific config validation, save/load manifests, benchmark and regression… | vipshop/ | 1.3k | — | ~2.8k | Automated safety check: Pass | Apache-2.0 | today |
| 7 | Write optimized Triton GPU kernels for deep learning operations. | vipshop/ | 1.3k | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | today |