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npx versuz@latest install hiyenwong-ai-collection-collection-skills-clip-connecting-text-and-imagesgit clone https://github.com/hiyenwong/ai_collection.gitcp ai_collection/SKILL.MD ~/.claude/skills/hiyenwong-ai-collection-collection-skills-clip-connecting-text-and-images/SKILL.md--- name: clip-connecting-text-and-images---clip-connecting- description: Skill for AI agent capabilities --- # clip-connecting-text-and-images - CLIP: Connecting text and images ## Description We’re introducing a neural network called CLIP which efficiently learns visual concepts from natural language supervision. CLIP can be applied to any visual classification benchmark by simply providing the names of the visual categories to be recognized, similar to the “zero-shot” capabilities of GPT-2 and GPT-3. **Source:** https://openai.com/index/clip **Date:** Tue, 05 Jan 2021 08:00:00 GMT **Category:** OpenAI Research ## Activation Keywords - clip: connecting text and images - openai clip-connecting-text-and-images - clip connecting text and images ## Core Concepts ### Key Points - Extract from OpenAI research paper - See original paper for detailed methodology ## Step-by-Step Instructions ### 1. Background ```python # Research background # See original paper: https://openai.com/index/clip ``` ### 2. Implementation ```python # Implementation details # Refer to OpenAI's official implementation ``` ## Tools Used - `read` - Read research papers - `web_fetch` - Fetch online resources - `exec` - Run implementation code ## Example Use Cases ### 1. Basic Usage ```python # Example usage based on research ``` ## Instructions for Agents Follow these steps when applying this skill: ### Step 1: Background ## Examples ### Example 1: Basic Application **User:** I need to apply clip-connecting-text-and-images - CLIP: Connecting text and images to my analysis. **Agent:** I'll help you apply clip-connecting-text-and-images. First, let me understand your specific use case... **Context:** Apply the methodology ### Example 2: Advanced Scenario **User:** Complex analysis scenario **Agent:** Based on the methodology, I'll guide you through the advanced application... ### Example 2: Advanced Application **User:** What are the key considerations for clip-connecting-text-and-images? **Agent:** Let me search for the latest research and best practices... ## Related Skills - Other OpenAI research skills ## References - https://openai.com/index/clip --- **Created:** 2026-03-29 14:25 **Author:** Aerial (from OpenAI Research)