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Agent Memory Systems

agent-memory-systems

sickn33/antigravity-awesome-skills

Guides cognitive architects to craft agent memory systems, emphasizing retrieval strategies, chunking, and embedding quality to keep long-, short-, and working-memory coherent across millions of interactions.

Enterprise LLM Engineering

sickn33/antigravity-awesome-skills

Deliver production-ready LLM applications, RAG systems, and multi-agent orchestration with vector databases, embedding strategies, safety controls, and observability for enterprise deployments.

Enterprise LLM Engineering

sickn33/antigravity-awesome-skills

Deliver production-ready LLM applications, RAG systems, and multi-agent orchestration with vector databases, embedding strategies, safety controls, and observability for enterprise deployments.

Chroma Embedding Database

Orchestra-Research/AI-Research-SKILLs

Chroma is an open-source embedding database that stores vectors and metadata, supports lightweight local usage through a simple four-function API, and scales from notebooks to production for semantic search, RAG, and document retrieval.

Context Degradation Patterns

context-degradation

sickn33/antigravity-awesome-skills

Identifies predictable context degradation patterns in large language models to diagnose failures and design resilient agents; covers lost-in-middle, poisoning, distraction, and confusion with mitigation tactics for long or complex conversations.

Embedding Strategy Guide

embedding-strategies

sickn33/antigravity-awesome-skills

Helps teams choose and tune embedding models, chunking, and pipelines for vector search, covering RAG, multilingual input, and dimension-reduction scenarios.

Exa Cost Optimization Guide

exa-cost-tuning

jeremylongshore/claude-code-plugins-plus-skills

Guides teams through reducing Exa AI search API bills by adding query caching, picking cost-effective search types, limiting result counts, deduplicating batch queries, and monitoring budget and usage alerts.

Exa Semantic Search

sickn33/antigravity-awesome-skills

Leverages the Exa API for semantic/embeddings search, discovering similar content, or filtering by categories like companies, people, and research papers, making research and knowledge retrieval more targeted.

Groq Reference Architecture

groq-reference-architecture

jeremylongshore/claude-code-plugins-plus-skills

Defines best-practice Groq deployment with tiered model routing, middleware, streaming pipelines, and fallback chains for ultra-fast LLM inference and production monitoring when launching new Groq integrations.

Fast NLP Tokenizers

huggingface-tokenizers

Orchestra-Research/AI-Research-SKILLs

Rust-powered HuggingFace tokenizers deliver <20s per GB speed, trainable BPE/WordPiece/Unigram models, alignment tracking, padding, and transformers integration for production NLP pipelines.

Last30Days Social Research

mvanhorn/last30days-skill

Last30days lets you research any topic across Reddit, X, YouTube, TikTok, Instagram, Hacker News, Polymarket and the open web by planning multi-platform search queries and falling back to Gemini/OpenAI for missing sources; it composes briefings, tracks recency, and saves citations.

LLM Application Patterns

llm-app-patterns

sickn33/antigravity-awesome-skills

Provides production-ready guidance for constructing retrieval-augmented generation pipelines, agent architectures, and LLMOps best practices, so teams can reliably deploy context-aware AI assistants with vector search, embeddings, and tool use.

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