Does it include memory management techniques?

Yes, it includes patterns for selective memory storage and tool registries to prevent context bloat while maintaining necessary state.

How does it handle agent safety and reliability?

It enforces strict iteration limits, requires clear tool specifications, and implements robust error handling to prevent infinite loops and graceful degradation.

What patterns does this skill support?

It supports standard architectural patterns including the ReAct (Reason-Act-Observe) loop and Plan-and-Execute strategies for robust task management.

Can this skill help with multi-agent systems?

Yes, it provides specific strategies for orchestrating multiple agents, including task decomposition and hand-off protocols.

AI Agents Architect

Name: AI Agents Architect
Author: claudiodearaujo

byclaudiodearaujo

Data Science & ML

Designs and builds robust autonomous AI agent systems using sophisticated planning, memory, and tool-calling architectures.

About

The AI Agents Architect skill empowers Claude to act as a senior system designer for autonomous agents, focusing on creating reliable, controllable, and scalable AI workflows. It leverages advanced patterns like ReAct loops and Plan-and-Execute strategies to manage complex multi-step tasks while emphasizing safety measures like iteration limits and graceful degradation. This skill is essential for developers looking to move beyond simple prompting into building sophisticated agents that can manage memory, orchestrate multiple specialized models, and interact effectively with external tools.

Key Features

Implementation of managed memory systems for context retention and optimization
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Sophisticated tool and function calling integration with robust error handling
Built-in best practices for agent evaluation, debugging, and tracing
Advanced agent architecture design using ReAct and Plan-and-Execute patterns
Multi-agent orchestration and coordination strategies

Use Cases

Architecting agent memory systems to handle long-running conversations or large datasets
Designing autonomous workflows that require sophisticated tool selection and error recovery
Building a multi-agent system for complex software development or research tasks

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add claudiodearaujo/sistema-de-narra-o-de-livro-front ai-agents-architect

For use in Claude.ai and ChatGPT

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