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Sentence Embedding Framework

sentence-transformers

Orchestra-Research/AI-Research-SKILLs

Sentence Transformers provides 5000+ pre-trained models that generate sentence, text, and image embeddings for RAG, semantic search, clustering, and multilingual production workloads without relying on external APIs.

Sentry Cost Optimization and Tuning

sentry-cost-tuning

jeremylongshore/claude-code-plugins-plus-skills

A comprehensive guide on optimizing Sentry observability costs. Learn techniques such as SDK-level error sampling, fine-grained performance tracing control, and event filtering using the `beforeSend` hook. These methods significantly reduce the volume of error and transaction data sent, allowing users to manage quotas and prevent overage charges without losing visibility into mission-critical production errors.

Fixing Common Sentry SDK Pitfalls

sentry-known-pitfalls

jeremylongshore/claude-code-plugins-plus-skills

This guide identifies and provides remedies for common anti-patterns when configuring and using the Sentry SDK in production environments. It covers critical pitfalls like hardcoded DSNs, incorrect sample rate settings, and failure to flush events, ensuring data integrity, preventing cost overruns, and maintaining comprehensive monitoring coverage across various platforms.

Service Account Manager Assistant

service-account-manager

jeremylongshore/claude-code-plugins-plus-skills

Guides GCP service account management requests with automated best practices, step-by-step help, production-ready code/configuration, and validation across compute, storage, BigQuery, Vertex AI, Cloud Run, and Firebase workflows.

High Throughput LLM Serving

serving-llms-vllm

Orchestra-Research/AI-Research-SKILLs

Serve production-grade LLM APIs with vLLM, leveraging PagedAttention, continuous batching, quantization, and tensor parallelism to maximize throughput while keeping latency, GPU usage, and scalability under control for OpenAI-compatible deployments.

GLSL Shader Programming Guide

shader-programming-glsl

sickn33/antigravity-awesome-skills

A comprehensive guide for writing efficient GLSL shaders (Vertex/Fragment) used in WebGL and game engines. Learn fundamental concepts like shader structure, uniforms, varying variables, and advanced techniques such as raymarching and post-processing effects, optimizing graphics rendering performance on the GPU.

Similarity Search Patterns Implementation

similarity-search-patterns

sickn33/antigravity-awesome-skills

This pattern provides established best practices for implementing efficient similarity search in production systems. It is crucial for building semantic search engines, implementing Retrieval-Augmented Generation (RAG), creating advanced recommendation systems, and optimizing retrieval performance when scaling to millions of vectors.

Simulate DeFi Flash Loan Arbitrage

simulating-flash-loans

jeremylongshore/claude-code-plugins-plus-skills

This advanced tool simulates complex DeFi flash loan strategies across major protocols like Aave, dYdX, and Balancer. It calculates net profitability, estimates gas costs, and assesses comprehensive risks (MEV, liquidity, execution). Use it to evaluate arbitrage opportunities, analyze liquidation potential, or compare multiple lending providers before executing real transactions.

Automated Overnight Development Workflow

jeremylongshore/claude-code-plugins-plus-skills

This skill simulates an autonomous, overnight development cycle by leveraging Git hooks to enforce Test-Driven Development (TDD). It ensures that all code changes, whether building new features, refactoring, or fixing bugs, are rigorously tested and meet high quality standards before commitment. Use this when high code reliability and comprehensive testing are critical requirements.

SNS Topic Config

sns-topic-config

jeremylongshore/claude-code-plugins-plus-skills

Automates SNS topic configuration tasks within AWS, offering guidance, best practices, code generation, and validation for compute, storage, networking, and serverless scenarios.

Spring Boot TDD Guide

affaan-m/everything-claude-code

Guidance for Spring Boot TDD covering JUnit 5, Mockito, MockMvc, Testcontainers, JaCoCo and coverage enforcement, ideal for adding endpoints, fixing bugs, or refactoring with high confidence.

Spring Boot Verification Loop

springboot-verification

affaan-m/everything-claude-code

Structured pre-PR verification loop for Spring Boot projects that runs fast-build checks, static analysis, tests with coverage, security scans, formatting gates, and diff reviews to catch issues before deployment.

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