Discover research llm ai skills, compare source repositories and read the instructions for each workflow.
MoAI-ADK's foundational principles - TRUST 5, SPEC-First TDD, delegation patterns, token optimization, progressive disclosure, modular architecture, agent catalog, command reference, and execution rules for bui...
OpenCode.ai open-source AI coding agent comprehensive reference. Use when working with OpenCode TUI, CLI, IDE integration, configuring agents, tools, MCP servers, creating plugins, or developing with the SDK.
Comprehensive guide for AI agent when it is requested to perform following tasks: (1) Summarize text, (2) Sentiment analysis, (3) Translate test in full length.
Guide for AI agent to perform text summary task.
Comprehensive A2A (Agent-to-Agent) development toolkit for building Python agents using a2a-sdk and FastAPI. Use when creating new A2A agents, implementing agent handlers, adding streaming capabilities, testing...
Comprehensive toolkit for building Python-based A2A agents that interact with UCP (Universal Commerce Protocol) merchant agents. Use when creating shopping agents, integrating with UCP merchants, managing check...
Comprehensive development toolkit for building FastAPI services behind Azure API Management (APIM). Use when creating APIs with APIM gateway integration, implementing authentication/authorization patterns, conf...
Answer questions accurately and concisely based on knowledge and context. Use when the user asks questions, requests information, or needs clarification on any topic.
Create custom tools, integrate external APIs, and manage tool registry. Use when extending agent capabilities with new tools.
Generate high-quality code in various programming languages following best practices. Use when the user asks to write, create, or generate code, functions, classes, or scripts.
Configure and switch between LLM providers (OpenAI, Anthropic, Azure, Ollama). Use when managing AI model providers.
Configure agent specs, inheritance, skills, and tools in .parac/ workspace. Use when setting up or customizing agents.
Create custom tools, integrate external APIs, and manage tool registry. Use when extending agent capabilities with new tools.
Configure and switch between LLM providers (OpenAI, Anthropic, Azure, Ollama). Use when managing AI model providers.
AI-powered generation of Paracle artifacts (agents, workflows, skills, policies) from natural language descriptions. Use when you need to create new framework components programmatically.
Continuous learning and improvement system for paracle_meta. Use when you need to record feedback, track quality metrics, or improve generation templates over time.
Configure agent specs, inheritance, skills, and tools in .parac/ workspace. Use when setting up or customizing agents.
Configure agent specs, inheritance, skills, and tools in .parac/ workspace. Use when setting up or customizing agents.
Advanced AI capabilities for paracle_meta including web search, code execution, MCP integration, and autonomous agent spawning. Use when you need enhanced AI functionality beyond basic generation.
Create custom tools, integrate external APIs, and manage tool registry. Use when extending agent capabilities with new tools.
Create a template file for human reviewers to write free-form feedback before AI code review.
Convert free-form reviewer notes to structured feedback format with interactive clarification.
Iterative writing loop. Gemini 3 Pro writes, Claude Agent SDK reviews autonomously. Use for blog posts, docs, technical content needing quality iteration.
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 an agent's capabilities with specialized knowledge, workflows, or...
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