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SkyPilot Multi-Cloud Orchestration

skypilot-multi-cloud-orchestration

Orchestra-Research/AI-Research-SKILLs

SkyPilot orchestrates ML training, batch jobs, and serving across 20+ clouds with automatic cost-aware region selection, spot-instance recovery, managed clusters, and GPU-aware distributed training, letting you optimize spend and avoid vendor lock-in.

SLIME RL Training

slime-rl-training

Orchestra-Research/AI-Research-SKILLs

Guides post-training of GLM-class LLMs with Megatron-LM and SGLang, focusing on GRPO rollout generation, custom data buffers, and tight RL scaling workflows for research and production use.

Sourcegraph Automation Toolkit

sourcegraph-automation

ComposioHQ/awesome-claude-skills

Streamlines Sourcegraph workflows through Rube MCP and the Composio toolchain, ensuring you discover current tool schemas, verify connections, and execute multi-step operations with correct schema-aligned arguments and session reuse.

Sparse Autoencoders for Model Interpretability

sparse-autoencoder-training

Orchestra-Research/AI-Research-SKILLs

SAELens provides a framework for training and analyzing Sparse Autoencoders (SAEs). SAEs decompose the dense, often polysemantic activations of large language models into sparse, monosemantic features. Use this when you need to discover the discrete, interpretable concepts a model has learned, study feature superposition, or analyze specific safety-relevant behaviors (like bias or deception) within deep neural networks.

Speak CI Integration Pipeline Setup

speak-ci-integration

jeremylongshore/claude-code-plugins-plus-skills

This guide details setting up a robust CI integration pipeline for Speak language learning platform integrations. It utilizes GitHub Actions with mocked API testing and audio validation to ensure code reliability and functional correctness before deployment. Ideal for developers managing complex language learning products and APIs.

Manage Student Data for Language Learning

speak-data-handling

jeremylongshore/claude-code-plugins-plus-skills

This skill provides a comprehensive guide for securely handling student audio data, assessment records, and learning progress within the Speak platform. It focuses on implementing robust data pipelines while ensuring compliance with international privacy regulations such as GDPR and COPPA. Essential for developers integrating or maintaining language learning applications.

Speak API Debugging and Diagnostics Bundle

speak-debug-bundle

jeremylongshore/claude-code-plugins-plus-skills

A comprehensive diagnostic bundle designed for developers integrating with the Speak API. It systematically collects critical information, including authentication status, audio format validation (checking codecs, sample rates, and file size using ffprobe), and network connectivity tests for both Speak and OpenAI endpoints. Use this tool when troubleshooting complex language learning integration issues or verifying API setup.

AI Language Tutoring And Pronunciation Assessment

speak-hello-world

jeremylongshore/claude-code-plugins-plus-skills

This comprehensive guide demonstrates how to build a robust AI language tutoring session using the Speak SDK. It covers initiating conversations, submitting student responses (text or audio), performing deep pronunciation assessment at the phoneme level, and generating detailed session summaries with grammar and vocabulary metrics. Ideal for developing language education platforms and testing API integration.

Handling API Rate Limits With Backoff

speak-rate-limits

jeremylongshore/claude-code-plugins-plus-skills

This guide provides robust patterns for managing external API rate limits, specifically detailing the implementation of exponential backoff, request queuing, and throttling strategies. It uses TypeScript examples to ensure stable and reliable API interactions. Use this when building production-grade applications that require frequent, high-volume calls to rate-limited services, such as language learning APIs.

Speak API Security Best Practices

speak-security-basics

jeremylongshore/claude-code-plugins-plus-skills

This guide outlines essential security best practices for integrating the Speak API. It covers critical areas like securing API keys using secrets managers, ensuring audio data privacy by deleting local files, and maintaining compliance with major regulations such as COPPA and FERPA. Use this knowledge when building production-ready, secure language learning applications.

Splitwise Automation Workflow

splitwise-automation

ComposioHQ/awesome-claude-skills

Automates Splitwise tasks through Composio’s Splitwise toolkit using Rube MCP, guiding users to search for tool schemas, maintain connections via RUBE_MANAGE_CONNECTIONS, and execute compliant workflows with RUBE_MULTI_EXECUTE_TOOL while handling sessions, memory, and pagination.

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.

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