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movement-notation-systems
Designs systems for encoding, scoring, and generating choreographic movement using Laban notation, computational geometry, and procedural animation principles.
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Skill Directory
AI Skill Directory
Browse curated skills with source links, package snapshots, README assets and install signals in one calm, searchable catalog.
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offload2
Cognitive pressure release valve for agent execution. Use when internal reasoning state cannot be carried forward productively - conflicting assumptions, high reasoning pressure, or risk of compoundin…
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dspy-ruby
This skill should be used when working with DSPy.rb, a Ruby framework for building type-safe, composable LLM applications. Use this when implementing predictable AI features, creating LLM signatures a…
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smart-routing
Complexity-based task routing with Q-Learning optimization, Agent Booster WASM fast-path, and Mixture-of-Experts model selection.
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crewai-setup
CrewAI multi-agent orchestration setup for collaborative AI systems
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langchain-memory
LangChain memory integration including ConversationBufferMemory, ConversationSummaryMemory, and vector-based memory
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langgraph-hitl
Human-in-the-loop integration for LangGraph workflows with approval and intervention points
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prompt-compression
Token-efficient prompt compression techniques for cost optimization
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reality-tv-narrative-analyzer
Analyze narrative structures, character arcs, and genre conventions in reality television for academic research and content analysis. Use when studying reality TV editing patterns, mapping contestant …
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ai-ethics
Responsible AI development and ethical considerations. Use when evaluating
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research-orchestration
Parallel research agent orchestration dispatching 5-10 concurrent agents for comprehensive multi-source research with synthesis and validation.
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autogen-setup
Microsoft AutoGen multi-agent configuration for conversational AI systems
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few-shot-example-gen
Few-shot example generation and optimization for improved LLM performance
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langchain-react-agent
LangChain ReAct agent implementation with tool binding for reasoning and action loops
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llm-classifier
LLM-based zero-shot and few-shot classification for flexible intent detection
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spacy-ner
spaCy NER model training and entity extraction for conversational AI
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local-llm-fine-tuning
Guides users through the process of preparing datasets and fine-tuning local Large Language Models (LLMs) using techniques like LoRA and QLoRA.
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prompt-optimization
Expert prompt optimization for LLMs and AI systems. Use when building
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model-profile-resolution
Resolve model profile (quality/balanced/budget) at orchestration start and map agents to specific models. Enables cost/quality tradeoffs by selecting appropriate AI models for each agent role.
download7deployed_code—star461
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entity-memory-extraction
Entity and fact extraction for user profiling and personalization
download7deployed_code—star460
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haystack-pipeline
Haystack NLP pipeline configuration for document processing and QA
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llamaindex-agent
LlamaIndex agent and query engine setup for RAG-powered agents
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pii-redaction
PII detection and redaction utilities for privacy-compliant conversational AI
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rag-reranking
Cross-encoder reranking and MMR diversity filtering for improved retrieval quality
download7deployed_code—star460