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AI & LLM Engineering · NumPy
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Sets up FAISS for fast nearest-neighbor search over large collections of dense vectors, choosing between Flat, IVF, HNSW and product quantization indexes. | Orchestra-Research/ | 13k | 6 repos | ~1.3k | Automated safety check: Pass | MIT | 3 mo ago |
| 2 | Helps an agent write ComfyUI custom nodes in Python, including wrapping an existing script, mapping data types and handling image batches. | ConstantineB6/ | 230 | — | ~897 | Automated safety check: Pass | MIT | 7 mo ago |
| 3 | Running Albucore micro-benchmarks under benchmarks/, synthetic router timings, and comparing PyPI releases with uv --no-project. | albumentations-team/ | 123 | — | ~1.5k | Automated safety check: Pass | MIT | 6 days ago |
| 4 | Albucore image processing conventions - shapes (H,W,C), dtypes (uint8/float32), benchmark-driven backend routing (OpenCV, NumPy, Torch CPU, LUT, NumKong), tests, and lockfile discipline. | albumentations-team/ | 123 | — | ~1.6k | Automated safety check: Pass | MIT | 6 days ago |
| 5 | A skill your agent uses when building ML/AI apps in Rust. An agent skill from moeru-ai/auv. | moeru-ai/ | 100 | 1 repo | ~1.2k | Automated safety check: Pass | Apache-2.0 | today |
| 6 | Guide for writing and modifying NKI kernels. An agent skill from uw-syfi/vibesys. | uw-syfi/ | 108 | — | ~5k | Automated safety check: Pass | MIT | today |
| 7 | Optimize or review eager CPU-only Albucore PyTorch runtime paths with benchmark-backed decisions. | albumentations-team/ | 123 | — | ~895 | Automated safety check: Pass | MIT | 6 days ago |
| 8 | Portuguese guide to building a retrieval-augmented generation assistant over a company's documents, with embeddings, section-based chunking, retrieval and a client workflow. | Hermes-brasil/ | 154 | — | ~1.1k | Automated safety check: Pass | MIT | 6 days ago |
| 9 | Scores news, announcements and macro events with the LLM, stores them in an event CSV and blends the decaying event signal with technical signals in signal_engine.py. | HKUDS/ | 35k | — | ~2.1k | Automated safety check: Pass | MIT | today |
| 10 | GPU-accelerates scientific Python on NVIDIA hardware and verifies that the result is correct and faster. | K-Dense-AI/ | 48k | 1 repo | ~3.4k | Automated safety check: Pass | MIT | 6 days ago |
| 11 | Write code that calls the installed nvMolKit Python API for GPU-accelerated, batched RDKit-style operations - Morgan fingerprints, Tanimoto/cosine similarity, ETKDG conformer embedding, MMFF/UFF… | NVIDIA-BioNeMo/ | 479 | — | ~4.4k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 12 | Review an AlbumentationsX transform for correctness, public API coherence, performance, documentation, and test coverage. | albumentations-team/ | 567 | — | ~973 | Automated safety check: Pass | AGPL-3.0 | yesterday |
| 13 | Write, review, and run high-level xTBloom Python GFN2-xTB inference with Calculator, Structure, and BatchCalculator, including single systems, repeated geometry updates, heterogeneous ragged… | jinzhezenggroup/ | 148 | — | ~1.3k | Automated safety check: Pass | LGPL-3.0 | 2 days ago |
| 14 | GPU optimization for consumer NVIDIA GPUs (8-24GB VRAM) covering mixed precision, gradient checkpointing, XGBoost GPU, CuPy/cuDF migration, and torch.compile. | Mathews-Tom/ | 329 | — | ~3.5k | Automated safety check: Notes | MIT | 5 days ago |
| 15 | DiffSBDD 昇腾 NPU 迁移 Skill，适用于将基于等变扩散模型的结构化药物设计项目从 CUDA 迁移到华为 Ascend NPU，覆盖环境搭建、依赖安装、torchscatter 源码编译、代码适配以及 de novo 推理验证。 | ascend-ai-coding/ | 174 | — | ~898 | Automated safety check: Pass | No licence | yesterday |
