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AI & LLM Engineering · ancoleman/ai-design-components
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Builds AI chat interfaces and conversational UI with streaming responses, context management, and multi-modal support. | ancoleman/ | 525 | — | ~3.4k | Automated safety check: Pass | MIT | 10 mo ago |
| 2 | Data pipelines, feature stores, and embedding generation for AI/ML systems. | ancoleman/ | 525 | — | ~3.5k | Automated safety check: Pass | MIT | 10 mo ago |
| 3 | LLM and ML model deployment for inference. An agent skill from ancoleman/ai-design-components. | ancoleman/ | 525 | — | ~3.4k | Automated safety check: Pass | MIT | 10 mo ago |
| 4 | Vector database implementation for AI/ML applications, semantic search, and RAG systems. | ancoleman/ | 525 | — | ~3.5k | Automated safety check: Pass | MIT | 10 mo ago |
| 5 | Optimizing vector embeddings for RAG systems through model selection, chunking strategies, caching, and performance tuning. | ancoleman/ | 525 | — | ~2.1k | Automated safety check: Pass | MIT | 10 mo ago |
| 6 | Evaluate LLM systems using automated metrics, LLM-as-judge, and benchmarks. | ancoleman/ | 525 | — | ~4.7k | Automated safety check: Pass | MIT | 10 mo ago |
| 7 | Engineer effective LLM prompts using zero-shot, few-shot, chain-of-thought, and structured output techniques. | ancoleman/ | 525 | — | ~5.1k | Automated safety check: Warn | MIT | 10 mo ago |
