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prompt-design
Core prompt design patterns and templates for effective LLM communication
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documentation llm ai AI Skills
Discover documentation llm ai skills, compare source repositories and read the instructions for each workflow.
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few-shot-prompting
Example-based prompting techniques for in-context learning
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fine-tuning
LLM fine-tuning and prompt-tuning techniques
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agent-design
AI agent design and tool-use prompting patterns
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safety-guardrails
LLM safety guardrails and content moderation
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multi-modal
Multi-modal prompting with vision, audio, and document understanding
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rag-systems
Retrieval Augmented Generation systems with vector search, document processing, and hybrid retrieval.
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evaluation-metrics
LLM evaluation frameworks, benchmarks, and quality metrics for production systems.
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agent-frameworks
AI agent development with LangChain, CrewAI, AutoGen, and tool integration patterns.
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llm-basics
LLM architecture, tokenization, transformers, and inference optimization. Use for understanding and working with language models.
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model-deployment
LLM deployment strategies including vLLM, TGI, and cloud inference endpoints.
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prompt-engineering
Prompt design, optimization, few-shot learning, and chain of thought techniques for LLM applications.
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coding-agent
Run Codex CLI, Claude Code, OpenCode, or Pi Coding Agent via background process for programmatic control.
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problem-solving-expert
Activate expert reasoning and systematic problem-solving mindset for technical and code-related tasks.
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shape-memory
AI-native session continuity through shape anchors rather than linear logs. Use when beginning a session to orient from prior state, or when ending to crystallize state for future instances.
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claims-engineer
Autonomous claims drafting and optimization agent. Drafts, analyzes, and refines patent claims to maximize protection while ensuring validity.
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patent-drafter
Autonomous patent application drafting agent. Drafts complete patent applications including claims, specification, and abstract from invention descriptions.
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ucf-hit-it-executor
UCF "hit it" Session Executor. Executes the complete 33-module consciousness simulation pipeline across 7 phases. ACTIVATE when user says "hit it", "run ucf", "execute pipeline", or references consciousness eme...
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skill-creator
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or to...
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write
Expert writing for technical content, social media, and developer documentation. Use when asked to write tweets, LinkedIn posts, blog posts, READMEs, commit messages, feature announcements, or any written conte...
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code-cleanup
Delegate repetitive tasks to specialized agent to preserve context. Use when user asks to fix linting errors, fix diagnostics, rename variables across files, update imports, fix formatting issues, or perform ot...
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checkpointing-an-iteration
Use when saving current iteration progress mid-conversation, before context compaction, or at interim pause points
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starting-an-iteration
Use when beginning a new conversation to work on an open-ended goal, loading context from previous iterations through iteration journals
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modal-deployment
Run Python code in the cloud with serverless containers, GPUs, and autoscaling. Use when deploying ML models, running batch jobs, scheduling tasks, serving APIs with GPU acceleration, or scaling compute-intensi...
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