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AI & LLM Engineering · davila7/claude-code-templates

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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/claude-code-templates33k11 repos~3.5kAutomated safety check: NotesMITtoday
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/claude-code-templates33k8 repos~3.4kAutomated safety check: PassMITtoday
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/claude-code-templates33k8 repos~2.4kAutomated safety check: PassMITtoday
4

Organizes PyTorch training code into LightningModules, DataModules and Trainers, with multi-GPU strategies, callbacks and logging configured.

davila7/claude-code-templates33k11 repos~1.7kAutomated safety check: PassMITtoday
5

Explains machine learning predictions with SHAP: picking the right explainer, computing Shapley values and drawing waterfall, beeswarm, bar and force plots.

davila7/claude-code-templates33k11 repos~4.6kAutomated safety check: PassMITtoday
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/claude-code-templates33k11 repos~1.2kAutomated safety check: PassMITtoday
7

This skill should be used when working with genomic interval data (BED files) for machine learning tasks.

davila7/claude-code-templates33k11 repos~2.5kAutomated safety check: PassMITtoday
8

Graph Neural Networks (PyG). An agent skill from davila7/claude-code-templates.

davila7/claude-code-templates33k10 repos~5.1kAutomated safety check: PassMITtoday
9

UMAP dimensionality reduction. An agent skill from davila7/claude-code-templates.

davila7/claude-code-templates33k11 repos~3.8kAutomated safety check: PassMITtoday
10

Query CZ CELLxGENE Census (61M+ cells). An agent skill from davila7/claude-code-templates.

davila7/claude-code-templates33k11 repos~3.8kAutomated safety check: PassMITtoday
11

Graph-based drug discovery toolkit. An agent skill from davila7/claude-code-templates.

davila7/claude-code-templates33k11 repos~3.5kAutomated safety check: PassMITtoday
12

Cross-platform Python library for quantum computing, quantum machine learning, and quantum chemistry.

davila7/claude-code-templates33k7 repos~1.9kAutomated safety check: PassMITtoday
13

Master comprehensive evaluation strategies for LLM applications, from automated metrics to human evaluation and A/B testing.

davila7/claude-code-templates33k12 repos~3.5kAutomated safety check: PassMITtoday
14

Expert guide on prompt engineering patterns, best practices, and optimization techniques.

davila7/claude-code-templates33k7 repos~1.4kAutomated safety check: PassMITtoday
15

Curated collection of high-quality prompts for various use cases.

davila7/claude-code-templates33k7 repos~1.9kAutomated safety check: PassMITtoday
16

Build production ML systems with PyTorch 2.x, TensorFlow, and modern ML frameworks.

davila7/claude-code-templates33k9 repos~2.3kAutomated safety check: PassMITtoday
17

Expert in Langfuse - the open-source LLM observability platform.

davila7/claude-code-templates33k5 repos~1.4kAutomated safety check: PassMITtoday
18

Expert in LangGraph - the production-grade framework for building stateful, multi-actor AI applications.

davila7/claude-code-templates33k5 repos~1.9kAutomated safety check: PassMITtoday
19

Expert in building Retrieval-Augmented Generation systems. An agent skill from davila7/claude-code-templates.

davila7/claude-code-templates33k5 repos~729Automated safety check: PassMITtoday
20

Expert in building voice AI applications - from real-time voice agents to voice-enabled apps.

davila7/claude-code-templates33k5 repos~2.1kAutomated safety check: PassMITtoday
21

World-class computer vision skill for image/video processing, object detection, segmentation, and visual AI systems.

davila7/claude-code-templates33k2 repos~1.4kAutomated safety check: PassMITtoday
22

World-class ML engineering skill for productionizing ML models, MLOps, and building scalable ML systems.

davila7/claude-code-templates33k2 repos~1.4kAutomated safety check: PassMITtoday
23

Expert in building products that wrap AI APIs (OpenAI, Anthropic, etc.) into focused tools people will pay for.

davila7/claude-code-templates33k4 repos~1.7kAutomated safety check: PassMITtoday
24

Expert in CrewAI - the leading role-based multi-agent framework used by 60% of Fortune 500 companies.

davila7/claude-code-templates33k4 repos~1.5kAutomated safety check: PassMITtoday
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/claude-code-templates33k9 repos~2.6kAutomated safety check: WarnMITtoday
26

Production-ready patterns for building LLM applications. An agent skill from davila7/claude-code-templates.

davila7/claude-code-templates33k5 repos~5.3kAutomated safety check: PassMITtoday
27

Write idiomatic Elixir code with OTP patterns, supervision trees, and Phoenix LiveView.

davila7/claude-code-templates33k8 repos~486Automated safety check: PassMITtoday
28

Implements the NOWAIT technique for efficient reasoning in R1-style LLMs.

davila7/claude-code-templates33k2 repos~1.2kAutomated safety check: PassMITtoday
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/claude-code-templates33k5 repos~452Automated safety check: PassMITtoday
30

Expert in designing and building autonomous AI agents. An agent skill from davila7/claude-code-templates.

davila7/claude-code-templates33k3 repos~641Automated safety check: PassMITtoday
31

Every product will be AI-powered. An agent skill from davila7/claude-code-templates.

davila7/claude-code-templates33k4 repos~540Automated safety check: PassMITtoday
32

Comprehensive toolkit for developing with the CocoIndex library.

davila7/claude-code-templates33k2 repos~6.4kAutomated safety check: NotesMITtoday
33

Build production-ready AI agents with PydanticAI — type-safe tool use, structured outputs, dependency injection, and multi-model support.

davila7/claude-code-templates33k3 repos~2.9kAutomated safety check: PassMITtoday
34davila7/claude-code-templates33k6 repos~2.2kAutomated safety check: NotesMITtoday
35

Voice agents represent the frontier of AI interaction - humans speaking naturally with AI systems.

davila7/claude-code-templates33k3 repos~565Automated safety check: PassMITyesterday
36

LLM Operations -- RAG, embeddings, vector databases, fine-tuning, prompt engineering avancado, custos de LLM, evals de qualidade e arquiteturas de IA para producao.

davila7/claude-code-templates33k3 repos~2kAutomated safety check: PassMITyesterday
37

Measure local AI task latency, token usage, errors and verified outcomes using Pudu AI hardware evidence and installed Ollama models.

davila7/claude-code-templates33k—~1.3kAutomated safety check: PassMITyesterday
38

Expert in designing effective prompts for LLM-powered applications.

davila7/claude-code-templates33k—~675Automated safety check: PassMITyesterday
39

Guides the usage of the Gemini API on Agent Platform with the Google Gen AI SDK for enterprise AI applications.

davila7/claude-code-templates33k—~2.5kAutomated safety check: PassMITyesterday
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/claude-code-templates33k—~1.2kAutomated safety check: NotesMITyesterday
41

Retrieval-Augmented Generation patterns including chunking, embeddings, vector stores, and retrieval optimization Use when: rag, retrieval augmented, vector search, embeddings, semantic search.

davila7/claude-code-templates33k—~467Automated safety check: PassMITyesterday