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Agent Development For AI Plugins

agent-development

anthropics/claude-plugins-official

This skill provides a comprehensive guide to designing and developing autonomous AI agents for code plugins. It covers the required file structure (YAML frontmatter), best practices for defining agent roles, designing robust system prompts, and setting up clear triggering conditions. Use this when you need to conceptualize, structure, or refine an agent's capabilities to handle complex, multi-step tasks autonomously.

TypeScript MCP Server Builder

chatgpt-app-builder

mcp-use/mcp-use

Build, modify, debug, migrate, review, or verify TypeScript MCP servers and MCP Apps with mcp-use. Covers tools, resources, prompts, middleware, Views, authentication, Skills over MCP, scaffolding, and advanced features.

Slash Command Development

command-development

anthropics/claude-plugins-official

Guides how to author Claude Code slash commands using Markdown prompts, YAML frontmatter, dynamic arguments, Bash execution, and best-practice organization for reusable workflows and interactive automation.

Context Engineering For LLMs

context-fundamentals

sickn33/antigravity-awesome-skills

A comprehensive guide to understanding the complete state (context) available to Large Language Models during inference. Covers core components like System Prompts, Tool Definitions, Message History, and Retrieval Augmented Generation (RAG). Learning to engineer context is crucial for building robust, efficient, and reliable AI agent systems by managing the attention budget and ensuring high-signal information delivery.

Crafting Advanced Prompts for AI Coding

cursor-custom-prompts

jeremylongshore/claude-code-plugins-plus-skills

A comprehensive guide to structuring effective custom prompts for AI coding assistants like Cursor. Learn the four components of prompt anatomy (Context, Task, Constraints, Format), and utilize reusable templates for complex tasks such as feature implementation, bug fixing, code review, and test generation. Master advanced techniques like Chain of Thought and Few-Shot examples to ensure high-quality, consistent code output.

Cursor Subagent Creator

cursor-subagent-creator

tech-leads-club/agent-skills

Guides creation of Cursor-specific subagents with isolated contexts, structured prompts, and frontmatter so multi-step workflows, verifiers, or specialists follow Cursor’s directories and delegation rules.

Declarative LM Systems

Orchestra-Research/AI-Research-SKILLs

DSPy lets you declaratively program complex language model systems, assemble modular RAG/agent pipelines, and optimize prompts and modules automatically for reliable LM-driven apps.

LLM Evaluation Harness

evaluating-llms-harness

Orchestra-Research/AI-Research-SKILLs

Evaluates large language models across 60+ academic benchmarks (MMLU, HumanEval, GSM8K, TruthfulQA, HellaSwag) with standardized prompts and metrics, making it easy to benchmark HuggingFace or API models, compare releases, and track training progress.

Excalidraw Diagram Generator

excalidraw-diagram-generator

tech-leads-club/agent-skills

Generates Excalidraw diagrams from natural-language prompts, turning requests such as “make a flowchart” or “draw a system architecture” into ready-to-open .excalidraw JSON files for flows, relationships, mind maps, and architectures.

Natural Pivot Assistant

excel-pivot-wizard

jeremylongshore/claude-code-plugins-plus-skills

Generates pivot tables and charts from raw data using natural-language prompts, letting you summarize sales, cross-tabulate dimensions, apply filters, and add visuals without manual Excel setup.

Generate Images and Videos With AI

sickn33/antigravity-awesome-skills

This skill enables the generation of high-quality images and videos using advanced fal.ai AI models. It is designed for creative professionals, artists, and developers who require powerful, generative visual content. Use this when your task involves transforming text prompts into sophisticated visual media, making it ideal for concept art, multimedia prototyping, or advanced content creation.

Structured Data Extraction, Batch Scraping, and Mapping

firecrawl-core-workflow-b

jeremylongshore/claude-code-plugins-plus-skills

This advanced workflow executes sophisticated web data gathering tasks. It supports three primary functions: LLM-powered structured data extraction using custom JSON schemas or prompts; efficient batch scraping of multiple known URLs; and rapid site mapping to discover all reachable URLs on a domain. Use this when you require reliable, typed data structures rather than raw markdown content.

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