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AI & LLM Engineering · By Mathews-Tom
4 skills found.
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Build AI agents and automate Claude Code programmatically via the Claude Agent SDK and headless CLI mode. | Mathews-Tom/ | 329 | — | ~1.7k | Automated safety check: Pass | MIT | 5 days ago |
| 2 | LLM prompt engineering: analyzes failure modes, generates variants (direct, few-shot, CoT), designs rubrics, produces test suites. | Mathews-Tom/ | 329 | — | ~2.1k | Automated safety check: Pass | MIT | 5 days ago |
| 3 | Evaluates RAG pipeline quality across retrieval (precision, recall, MRR) and generation (groundedness, hallucination rate). | Mathews-Tom/ | 329 | — | ~2.4k | Automated safety check: Pass | MIT | 5 days ago |
| 4 | 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 |
