GitHub
moai-formats-data
Data format specialist covering TOON encoding, JSON/YAML optimization, serialization patterns, and data validation for modern applications. Use when optimizing data for LLM transmission, implementing high-perfo...
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GitHub
moai-foundation-claude
Canonical Claude Code authoring kit covering Skills, sub-agents, plugins, slash commands, hooks, memory, settings, sandboxing, headless mode, and advanced agent patterns. Use when creating Claude Code extension...
GitHub
moai-foundation-core
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...
GitHub
moai-tool-opencode
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.
GitHub
test-processing-guide
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.
GitHub
text-summary-guide
Guide for AI agent to perform text summary task.
GitHub
a2a-agent
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...
GitHub
ucp-merchant-agent
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...
GitHub
azure-apim-fastapi
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...
GitHub
question-answering
Answer questions accurately and concisely based on knowledge and context. Use when the user asks questions, requests information, or needs clarification on any topic.
GitHub
tool-integration
Create custom tools, integrate external APIs, and manage tool registry. Use when extending agent capabilities with new tools.
GitHub
code-generation
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.
GitHub
provider-integration
Configure and switch between LLM providers (OpenAI, Anthropic, Azure, Ollama). Use when managing AI model providers.
GitHub
agent-configuration
Configure agent specs, inheritance, skills, and tools in .parac/ workspace. Use when setting up or customizing agents.
GitHub
tool-integration
Create custom tools, integrate external APIs, and manage tool registry. Use when extending agent capabilities with new tools.
GitHub
provider-integration
Configure and switch between LLM providers (OpenAI, Anthropic, Azure, Ollama). Use when managing AI model providers.
GitHub
meta-generation
AI-powered generation of Paracle artifacts (agents, workflows, skills, policies) from natural language descriptions. Use when you need to create new framework components programmatically.
GitHub
meta-learning
Continuous learning and improvement system for paracle_meta. Use when you need to record feedback, track quality metrics, or improve generation templates over time.
GitHub
agent-configuration
Configure agent specs, inheritance, skills, and tools in .parac/ workspace. Use when setting up or customizing agents.
GitHub
agent-configuration
Configure agent specs, inheritance, skills, and tools in .parac/ workspace. Use when setting up or customizing agents.
GitHub
meta-capabilities
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.
GitHub
tool-integration
Create custom tools, integrate external APIs, and manage tool registry. Use when extending agent capabilities with new tools.
GitHub
init-reviewer-notes
Create a template file for human reviewers to write free-form feedback before AI code review.
GitHub
process-reviewer-feedback
Convert free-form reviewer notes to structured feedback format with interactive clarification.
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