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ascend-ai-coding/awesome-ascend-skills
A comprehensive knowledge base for Huawei Ascend NPU development, structured as distributed Agent Skills. https://ascend-ai-coding.github.io/awesome-ascend-skills/
History
Review weekly changes to SKILL.md before updating. Dates mark the weeks in which we observed each version; checks apply to the recorded commits.
View weekly changes
external/cannbot/graph/torch-custom-ops-guide/SKILL.md
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external/cannbot/graph/torch-npugraph-ex-compile-error-diagnosis/SKILL.md
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external/cannbot/graph/torch-npugraph-ex-dfx-triage/SKILL.md
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external/cannbot/graph/torch-npugraph-ex-knowledge/SKILL.md
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external/cannbot/graph/torch-npugraph-ex-runtime-error-diagnosis/SKILL.md
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external/cannbot/graph/torch-npugraph-ex-template/SKILL.md
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external/cannbot/model/model-infer-fusion/SKILL.md
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external/cannbot/model/model-infer-graph-mode/SKILL.md
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external/cannbot/model/model-infer-kvcache/SKILL.md
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external/cannbot/model/model-infer-migrator/SKILL.md
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external/cannbot/model/model-infer-multi-stream/SKILL.md
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external/cannbot/model/model-infer-parallel-analysis/SKILL.md
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external/cannbot/model/model-infer-parallel-impl/SKILL.md
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external/cannbot/model/model-infer-precision-debug/SKILL.md
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external/cannbot/model/model-infer-prefetch/SKILL.md
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external/cannbot/model/model-infer-runtime-debug/SKILL.md
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external/cannbot/model/model-infer-superkernel/SKILL.md
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external/cannbot/ops-lab/tilelang/skills/tilelang-api-best-practices/SKILL.md
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external/cannbot/ops-lab/tilelang/skills/tilelang-op-design/SKILL.md
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external/cannbot/ops-lab/tilelang/skills/tilelang-op-developer/SKILL.md
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external/cannbot/ops-lab/tilelang/skills/tilelang-programming-model-guide/SKILL.md
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external/cannbot/ops-lab/tilelang/skills/tilelang-review/SKILL.md
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external/cannbot/ops/aiss-tiling-solver/SKILL.md
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external/cannbot/ops/ascendc-api-best-practices/SKILL.md
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external/cannbot/ops/ascendc-blaze-best-practice/SKILL.md
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external/cannbot/ops/ascendc-code-review/SKILL.md
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external/cannbot/ops/ascendc-crash-debug/SKILL.md
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external/cannbot/ops/ascendc-direct-invoke-template/SKILL.md
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external/cannbot/ops/ascendc-docs-search/SKILL.md
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external/cannbot/ops/ascendc-env-check/SKILL.md
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external/cannbot/ops/ascendc-precision-debug/SKILL.md
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external/cannbot/ops/ascendc-regbase-best-practice/SKILL.md
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external/cannbot/ops/ascendc-runtime-debug/SKILL.md
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external/cannbot/ops/ascendc-tiling-design/SKILL.md
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external/cannbot/ops/npu-arch/SKILL.md
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external/cannbot/ops/ops-precision-standard/SKILL.md
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external/cannbot/ops/ops-profiling/SKILL.md
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external/cannbot/ops/pypto-api-explore/SKILL.md
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external/cannbot/ops/pypto-golden-generate/SKILL.md
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external/cannbot/ops/pypto-intent-understand/SKILL.md
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external/cannbot/ops/pypto-op-design/SKILL.md
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external/cannbot/ops/pypto-op-develop/SKILL.md
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external/cannbot/ops/pypto-op-perf-tune/SKILL.md
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external/cannbot/ops/pypto-op-perf-tune/perf-analyzer/SKILL.md
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external/cannbot/ops/pypto-op-perf-tune/tune-frontend/SKILL.md
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external/cannbot/ops/pypto-op-perf-tune/tune-incore/SKILL.md
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external/cannbot/ops/pypto-op-perf-tune/tune-swimlane/SKILL.md
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external/cannbot/ops/pypto-precision-compare/SKILL.md
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external/cannbot/ops/pypto-precision-debug/SKILL.md
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external/cannbot/ops/torch-ascendc-op-extension/SKILL.md
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external/cannbot/ops/triton-latency-optimizer/SKILL.md
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external/cannbot/ops/triton-op-coding/SKILL.md
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external/cannbot/ops/triton-op-designer/SKILL.md
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external/cannbot/ops/triton-op-verifier/SKILL.md
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external/cannbot/ops/triton-task-extractor/SKILL.md
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external/gitcode-ascend/analyse-coverage/SKILL.md
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external/gitcode-ascend/arxiv-recommendation-npu/SKILL.md
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external/gitcode-ascend/ascend-inference-repos-copilot/SKILL.md
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external/gitcode-ascend/ascend-mmlab-install-suite/SKILL.md
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external/gitcode-ascend/ascend-npu-driver-install/SKILL.md
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external/gitcode-ascend/ascend-profiling-anomaly/SKILL.md
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external/gitcode-ascend/ascend-transformer-boost/SKILL.md
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external/gitcode-ascend/ascendc-operator-code-gen/SKILL.md
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external/gitcode-ascend/ascendc-operator-code-review/SKILL.md
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external/gitcode-ascend/ascendc-operator-compile-debug/SKILL.md
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external/gitcode-ascend/ascendc-operator-design/SKILL.md
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external/gitcode-ascend/ascendc-operator-dev/SKILL.md
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external/gitcode-ascend/ascendc-operator-doc-gen/SKILL.md
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external/gitcode-ascend/ascendc-operator-doc-writer/SKILL.md
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external/gitcode-ascend/ascendc-operator-mssanitizer/SKILL.md
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external/gitcode-ascend/ascendc-operator-performance-eval/SKILL.md
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external/gitcode-ascend/ascendc-operator-performance-optim/SKILL.md
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external/gitcode-ascend/ascendc-operator-precision-debug/SKILL.md
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external/gitcode-ascend/ascendc-operator-precision-eval/SKILL.md
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external/gitcode-ascend/ascendc-operator-project-init/SKILL.md
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external/gitcode-ascend/ascendc-operator-testcase-gen/SKILL.md
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external/gitcode-ascend/atb-aclnn-operator-migration/SKILL.md
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external/gitcode-ascend/atb-aclnn-operator-replacement-designer/SKILL.md
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external/gitcode-ascend/atb-csv-testcase-generator/SKILL.md
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external/gitcode-ascend/atb-csv-tester/SKILL.md
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external/gitcode-ascend/atb-debug-guide/SKILL.md
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external/gitcode-ascend/atb-nnal-installer/SKILL.md
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external/gitcode-ascend/atb-ops-to-aclnn-migration-workflow/SKILL.md
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external/gitcode-ascend/atb-testframework-build/SKILL.md
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external/gitcode-ascend/auto-bug-fixer/SKILL.md
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external/gitcode-ascend/auto-develop-test-gen/SKILL.md
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external/gitcode-ascend/cann-nnal-installer/SKILL.md
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external/gitcode-ascend/cann-operator-env-config/SKILL.md
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external/gitcode-ascend/catlass-operator-code-gen/SKILL.md
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external/gitcode-ascend/catlass-operator-design/SKILL.md
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external/gitcode-ascend/catlass-operator-dev/SKILL.md
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external/gitcode-ascend/catlass-operator-performance-optim/SKILL.md
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external/gitcode-ascend/connect/SKILL.md
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external/gitcode-ascend/drivingsdk-ascend-model-migration/SKILL.md
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external/gitcode-ascend/fault_diagnose/SKILL.md
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external/gitcode-ascend/k8s-check-fix/SKILL.md
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external/gitcode-ascend/large_scale_deploy/SKILL.md
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external/gitcode-ascend/long-task/SKILL.md
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external/gitcode-ascend/megatron-change-analyzer/SKILL.md
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external/gitcode-ascend/megatron-commit-tracker/SKILL.md
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external/gitcode-ascend/megatron-impact-mapper/SKILL.md
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external/gitcode-ascend/megatron-migration-generator/SKILL.md
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external/gitcode-ascend/mindspeed-fsdp2-config-migration/SKILL.md
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external/gitcode-ascend/mindspeed-fsdp2-data-migration/SKILL.md
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external/gitcode-ascend/mindspeed-fsdp2-migration-main/SKILL.md
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external/gitcode-ascend/mindspeed-fsdp2-model-migration/SKILL.md
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external/gitcode-ascend/mindspeed-fsdp2-verification/SKILL.md
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external/gitcode-ascend/mmcv/SKILL.md
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external/gitcode-ascend/mmdet/SKILL.md
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external/gitcode-ascend/mmdet3d/SKILL.md
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external/gitcode-ascend/model-migration/SKILL.md
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external/gitcode-ascend/model-training/SKILL.md
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external/gitcode-ascend/modelscope-cli/SKILL.md
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external/gitcode-ascend/simple-vector-triton-gpu-to-npu/SKILL.md
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external/gitcode-ascend/swanlab-setup/SKILL.md
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external/gitcode-ascend/triton-operator-code-gen/SKILL.md
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external/gitcode-ascend/triton-operator-design/SKILL.md
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external/gitcode-ascend/triton-operator-dev/SKILL.md
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external/gitcode-ascend/triton-operator-env-config/SKILL.md
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external/gitcode-ascend/triton-operator-performance-eval/SKILL.md
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external/gitcode-ascend/unittest-writer/SKILL.md
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external/gitcode-ascend/vLLM-ascend_FAQ_Generator/SKILL.md
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external/gitcode-ascend/vector-triton-ascend-ops-optimizer/SKILL.md
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external/gitcode-ascend/verl-async-dapo/SKILL.md
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external/gitcode-ascend/verl-feature-deploy/SKILL.md
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external/mindstudio/gitcode-code-reviewer/SKILL.md
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external/mindstudio/msmodelslim-model-adapt/SKILL.md
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skills/agent-tools/github-issue-summary/SKILL.md
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skills/agent-tools/hiascend-forum/hiascend-forum-analyzer/SKILL.md
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skills/agent-tools/hiascend-forum/hiascend-forum-fetcher/SKILL.md
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skills/agent-tools/tech-docs-guard/SKILL.md
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skills/agent-tools/vllm-daily-pr-issue-tracker/SKILL.md
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skills/ai-for-science/ai4s-main/SKILL.md
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skills/ai-for-science/ai4s-profiling/SKILL.md
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skills/ai-for-science/models/ai4s-basic/SKILL.md
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skills/ai-for-science/models/ankh/SKILL.md
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skills/ai-for-science/models/boltz2/SKILL.md
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skills/ai-for-science/models/deepfri/SKILL.md
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skills/ai-for-science/models/deepfri-tf-npu/SKILL.md
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skills/ai-for-science/models/diffsbdd/SKILL.md
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skills/ai-for-science/models/generator/SKILL.md
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skills/ai-for-science/models/oligoformer/SKILL.md
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skills/ai-for-science/models/proteinbert/SKILL.md
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skills/ai-for-science/tf-framework/ascend-tf-community/SKILL.md
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skills/ai-for-science/tf-framework/tf-to-pytorch/SKILL.md
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skills/base/ascend-avi-vnpu/SKILL.md
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skills/base/ascend-docker/SKILL.md
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skills/base/npu-docker-launcher/SKILL.md
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skills/base/npu-smi/SKILL.md
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skills/base/remote-npu-test/SKILL.md
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skills/base/torch_npu/SKILL.md
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skills/inference/ais-bench/SKILL.md
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skills/inference/ascend-migration-analysis/SKILL.md
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skills/inference/atc-model-converter/SKILL.md
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skills/inference/diffusers-ascend/diffusers-ascend-env-setup/SKILL.md
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skills/inference/diffusers-ascend/diffusers-ascend-pipeline/SKILL.md
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skills/inference/diffusers-ascend/diffusers-ascend-weight-prep/SKILL.md
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skills/inference/migration-ascend-torchnpu-skills/SKILL.md
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skills/inference/migration-ascend-torchnpu-skills/migration-ascend-torchnpu-skills-migration-execution/SKILL.md
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skills/inference/msmodelslim/msmodelslim-quant/SKILL.md
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skills/inference/vllm-ascend/SKILL.md
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skills/ops/triton-ascend-migration/SKILL.md
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skills/profiling/mindspeed-llm-train-profiler/SKILL.md
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skills/profiling/mindspeed-mm-train-profiler/SKILL.md
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skills/profiling/profiling-analysis/SKILL.md
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skills/profiling/profiling-analysis/profiling-analysis-communication/SKILL.md
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skills/profiling/pytorch-profiling-collection/SKILL.md
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skills/training/hccl-test/SKILL.md
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skills/training/mindspeed-llm/mindspeed-llm-data-prep/SKILL.md
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skills/training/mindspeed-llm/mindspeed-llm-env-setup/SKILL.md
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skills/training/mindspeed-llm/mindspeed-llm-training/SKILL.md
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skills/training/mindspeed-mm/mindspeed-mm-vlm/SKILL.md
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skills/training/rl-msprobe/SKILL.md
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skills/training/torch-npu-comm-test/SKILL.md
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skills/training/verl-quickstart/SKILL.md
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tests/fixtures/mock-skill/SKILL.md
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Heat
4.3- Star growth, last 7 daysNot available
- Star growth, last 24 hoursNot available
- Rank movement, last 7 daysNot available
- Commits, last 30 daysNot available
- Accounts asking about it through MCP, last 7 daysNot available
- Hot votes this weekNot available
Heat never changes the order by stars, and sponsorship never touches it. How heat works
Stars over time
30-day change not yet available: not enough history.
How it works
Skills included
Repository facts
- License
- No license detected
- Created
- Feb 14, 2026
- Last pushed
- Nov 5, 2026
- Forks
- 62
- Open issues
- 14
- Project activity
- Not available
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