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Serpapi Automation With Rube
serpapi-automation
ComposioHQ/awesome-claude-skills
364
Orchestrates Serpapi searches through Composio's Rube MCP by discovering current tool schemas, validating the connection, and executing schema-compliant calls with session reuse and explicit memory placeholders to keep automation workflows reliable.
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Experiment Tracking Setup
setting-up-experiment-tracking
jeremylongshore/claude-code-plugins-plus-skills
325
Automates the setup of ML experiment tracking with MLflow or W&B, configures the environment, initializes servers, and supplies snippets for logging parameters, metrics, and artifacts so runs stay reproducible and easy to compare.
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SGLang Structured Inference Service
sglang
Orchestra-Research/AI-Research-SKILLs
444
SGLang is a high-performance serving framework for LLMs and VLMs that uses RadixAttention prefix caching to deliver structured outputs (JSON/regex/grammar) and agentic workflows with function calls, providing up to 5× faster inference than vLLM across multi-GPU production deployments.
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Implementing Similarity Search Patterns
similarity-search-patterns
sickn33/antigravity-awesome-skills
172
This skill provides comprehensive patterns and best practices for implementing efficient similarity search mechanisms using vector databases. It is essential for building advanced AI systems such as semantic search engines, implementing Retrieval-Augmented Generation (RAG), and developing recommendation systems. Use this when optimizing retrieval performance or scaling to massive volumes of vectors.
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Simple Preference Optimization for LLM Alignment
simpo-training
Orchestra-Research/AI-Research-SKILLs
475
SimPO (Simple Preference Optimization) is a state-of-the-art, reference-free method designed for aligning Large Language Models (LLMs) using human preference data. It is an efficient alternative to DPO and PPO, notably outperforming DPO without requiring a separate reference model. It is ideal for practitioners who need faster, simpler, and more resource-efficient fine-tuning for preference alignment.
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Claude Skill Stocktake
skill-stocktake
affaan-m/everything-claude-code
211
Provides a slash command that audits every Claude skill and command using an AI-assisted checklist plus multi-mode scanning to catch regressions or outdated references before they ship.
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Skyfire Automation Guide
skyfire-automation
ComposioHQ/awesome-claude-skills
52
Documented steps to automate Skyfire operations through Composio’s Rube MCP endpoints, covering tool discovery, connection checks, execution patterns, and schema compliance for reliable workflows.
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SLIME RL Training
slime-rl-training
Orchestra-Research/AI-Research-SKILLs
264
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.
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SNS Topic Config
sns-topic-config
jeremylongshore/claude-code-plugins-plus-skills
329
Automates SNS topic configuration tasks within AWS, offering guidance, best practices, code generation, and validation for compute, storage, networking, and serverless scenarios.
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Solana Vulnerability Audit
solana-vulnerability-scanner
trailofbits/skills
474
Scans Solana and Anchor programs for six critical security vulnerabilities—arbitrary CPI, improper PDA validation, missing signer/ownership checks, sysvar spoofing, and instruction introspection issues—to support audits and pre-launch reviews.
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Sparse Autoencoders for Model Interpretability
sparse-autoencoder-training
Orchestra-Research/AI-Research-SKILLs
305
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.
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Speak Conversation Workflow
speak-core-workflow-a
jeremylongshore/claude-code-plugins-plus-skills
382
Drive Speak's AI-powered conversation practice workflow with real-time pronunciation feedback, grammar guidance, and session summaries for adaptive language tutoring scenarios.
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