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AI & LLM Engineering · davila7/claude-code-templates
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Runs web-grounded searches through Perplexity's Sonar models over OpenRouter for current events, recent literature and cited facts beyond the model's training cutoff. | davila7/ | 33k | 11 repos | ~3.5k | Automated safety check: Notes | MIT | today |
| 2 | This skill should be used when working with reinforcement learning tasks including high-performance RL training, custom environment development, vectorized parallel simulation, multi-agent systems… | davila7/ | 33k | 8 repos | ~3.4k | Automated safety check: Pass | MIT | today |
| 3 | A skill your agent uses for reinforcement learning tasks including training RL agents (PPO, SAC, DQN, TD3, DDPG, A2C, etc.), creating custom Gym environments, implementing callbacks for monitoring… | davila7/ | 33k | 8 repos | ~2.4k | Automated safety check: Pass | MIT | today |
| 4 | Organizes PyTorch training code into LightningModules, DataModules and Trainers, with multi-GPU strategies, callbacks and logging configured. | davila7/ | 33k | 11 repos | ~1.7k | Automated safety check: Pass | MIT | today |
| 5 | Explains machine learning predictions with SHAP: picking the right explainer, computing Shapley values and drawing waterfall, beeswarm, bar and force plots. | davila7/ | 33k | 11 repos | ~4.6k | Automated safety check: Pass | MIT | today |
| 6 | Loads pre-trained Hugging Face Transformers models for text, vision and audio tasks, runs inference with pipelines and fine-tunes on custom datasets. | davila7/ | 33k | 11 repos | ~1.2k | Automated safety check: Pass | MIT | today |
| 7 | 7.Geniml This skill should be used when working with genomic interval data (BED files) for machine learning tasks. | davila7/ | 33k | 11 repos | ~2.5k | Automated safety check: Pass | MIT | today |
| 8 | Graph Neural Networks (PyG). An agent skill from davila7/claude-code-templates. | davila7/ | 33k | 10 repos | ~5.1k | Automated safety check: Pass | MIT | today |
| 9 | UMAP dimensionality reduction. An agent skill from davila7/claude-code-templates. | davila7/ | 33k | 11 repos | ~3.8k | Automated safety check: Pass | MIT | today |
| 10 | Query CZ CELLxGENE Census (61M+ cells). An agent skill from davila7/claude-code-templates. | davila7/ | 33k | 11 repos | ~3.8k | Automated safety check: Pass | MIT | today |
| 11 | 11.Torchdrug Graph-based drug discovery toolkit. An agent skill from davila7/claude-code-templates. | davila7/ | 33k | 11 repos | ~3.5k | Automated safety check: Pass | MIT | today |
| 12 | 12.Pennylane Cross-platform Python library for quantum computing, quantum machine learning, and quantum chemistry. | davila7/ | 33k | 7 repos | ~1.9k | Automated safety check: Pass | MIT | today |
| 13 | Master comprehensive evaluation strategies for LLM applications, from automated metrics to human evaluation and A/B testing. | davila7/ | 33k | 12 repos | ~3.5k | Automated safety check: Pass | MIT | today |
| 14 | Expert guide on prompt engineering patterns, best practices, and optimization techniques. | davila7/ | 33k | 7 repos | ~1.4k | Automated safety check: Pass | MIT | today |
| 15 | Curated collection of high-quality prompts for various use cases. | davila7/ | 33k | 7 repos | ~1.9k | Automated safety check: Pass | MIT | today |
| 16 | 16.ML Engineer Build production ML systems with PyTorch 2.x, TensorFlow, and modern ML frameworks. | davila7/ | 33k | 9 repos | ~2.3k | Automated safety check: Pass | MIT | today |
| 17 | 17.Langfuse Expert in Langfuse - the open-source LLM observability platform. | davila7/ | 33k | 5 repos | ~1.4k | Automated safety check: Pass | MIT | today |
| 18 | 18.Langgraph Expert in LangGraph - the production-grade framework for building stateful, multi-actor AI applications. | davila7/ | 33k | 5 repos | ~1.9k | Automated safety check: Pass | MIT | today |
| 19 | 19.RAG Engineer Expert in building Retrieval-Augmented Generation systems. An agent skill from davila7/claude-code-templates. | davila7/ | 33k | 5 repos | ~729 | Automated safety check: Pass | MIT | today |
| 20 | Expert in building voice AI applications - from real-time voice agents to voice-enabled apps. | davila7/ | 33k | 5 repos | ~2.1k | Automated safety check: Pass | MIT | today |
| 21 | World-class computer vision skill for image/video processing, object detection, segmentation, and visual AI systems. | davila7/ | 33k | 2 repos | ~1.4k | Automated safety check: Pass | MIT | today |
| 22 | World-class ML engineering skill for productionizing ML models, MLOps, and building scalable ML systems. | davila7/ | 33k | 2 repos | ~1.4k | Automated safety check: Pass | MIT | today |
| 23 | Expert in building products that wrap AI APIs (OpenAI, Anthropic, etc.) into focused tools people will pay for. | davila7/ | 33k | 4 repos | ~1.7k | Automated safety check: Pass | MIT | today |
| 24 | 24.Crewai Expert in CrewAI - the leading role-based multi-agent framework used by 60% of Fortune 500 companies. | davila7/ | 33k | 4 repos | ~1.5k | Automated safety check: Pass | MIT | today |
| 25 | 25.Esm Comprehensive toolkit for protein language models including ESM3 (generative multimodal protein design across sequence, structure, and function) and ESM C (efficient protein embeddings and… | davila7/ | 33k | 9 repos | ~2.6k | Automated safety check: Warn | MIT | today |
| 26 | Production-ready patterns for building LLM applications. An agent skill from davila7/claude-code-templates. | davila7/ | 33k | 5 repos | ~5.3k | Automated safety check: Pass | MIT | today |
| 27 | 27.Elixir Pro Write idiomatic Elixir code with OTP patterns, supervision trees, and Phoenix LiveView. | davila7/ | 33k | 8 repos | ~486 | Automated safety check: Pass | MIT | today |
| 28 | Implements the NOWAIT technique for efficient reasoning in R1-style LLMs. | davila7/ | 33k | 2 repos | ~1.2k | Automated safety check: Pass | MIT | today |
| 29 | Caching strategies for LLM prompts including Anthropic prompt caching, response caching, and CAG (Cache Augmented Generation) Use when: prompt caching, cache prompt, response cache, cag, cache… | davila7/ | 33k | 5 repos | ~452 | Automated safety check: Pass | MIT | today |
| 30 | Expert in designing and building autonomous AI agents. An agent skill from davila7/claude-code-templates. | davila7/ | 33k | 3 repos | ~641 | Automated safety check: Pass | MIT | today |
| 31 | 31.AI Product Every product will be AI-powered. An agent skill from davila7/claude-code-templates. | davila7/ | 33k | 4 repos | ~540 | Automated safety check: Pass | MIT | today |
| 32 | 32.Cocoindex Comprehensive toolkit for developing with the CocoIndex library. | davila7/ | 33k | 2 repos | ~6.4k | Automated safety check: Notes | MIT | today |
| 33 | 33.Pydantic AI Build production-ready AI agents with PydanticAI — type-safe tool use, structured outputs, dependency injection, and multi-model support. | davila7/ | 33k | 3 repos | ~2.9k | Automated safety check: Pass | MIT | today |
| 34 | Project Guidelines Skill (Example) | davila7/ | 33k | 6 repos | ~2.2k | Automated safety check: Notes | MIT | today |
| 35 | 35.Voice Agents Voice agents represent the frontier of AI interaction - humans speaking naturally with AI systems. | davila7/ | 33k | 3 repos | ~565 | Automated safety check: Pass | MIT | yesterday |
| 36 | 36.LLM Ops LLM Operations -- RAG, embeddings, vector databases, fine-tuning, prompt engineering avancado, custos de LLM, evals de qualidade e arquiteturas de IA para producao. | davila7/ | 33k | 3 repos | ~2k | Automated safety check: Pass | MIT | yesterday |
| 37 | Measure local AI task latency, token usage, errors and verified outcomes using Pudu AI hardware evidence and installed Ollama models. | davila7/ | 33k | — | ~1.3k | Automated safety check: Pass | MIT | yesterday |
| 38 | Expert in designing effective prompts for LLM-powered applications. | davila7/ | 33k | — | ~675 | Automated safety check: Pass | MIT | yesterday |
| 39 | Guides the usage of the Gemini API on Agent Platform with the Google Gen AI SDK for enterprise AI applications. | davila7/ | 33k | — | ~2.5k | Automated safety check: Pass | MIT | yesterday |
| 40 | Set up and run local web searches using Bright Data SERP API with the unfancy-search pipeline (query expansion, SERP retrieval, RRF reranking). | davila7/ | 33k | — | ~1.2k | Automated safety check: Notes | MIT | yesterday |
| 41 | Retrieval-Augmented Generation patterns including chunking, embeddings, vector stores, and retrieval optimization Use when: rag, retrieval augmented, vector search, embeddings, semantic search. | davila7/ | 33k | — | ~467 | Automated safety check: Pass | MIT | yesterday |