How does this skill handle security and safety?

It provides standardized patterns for sandboxing, command validation, and multi-tier permission systems (Auto, Ask Once, Ask Each, Never) to ensure agents do not perform unauthorized actions.

What is an autonomous agent loop?

An agent loop is a continuous cycle of reasoning, decision-making, action, and observation that allows an AI to complete complex, multi-step tasks independently.

Can I use multiple LLMs with these patterns?

Yes, the skill includes patterns for multi-model architecture, allowing you to route planning to fast models and complex coding tasks to more powerful models like Claude 3.5 Sonnet.

What tools can I build with this skill?

You can design tools for file editing, directory management, terminal execution, browser automation, and web searching, all with built-in conflict detection.

Autonomous Agent Patterns

Name: Autonomous Agent Patterns
Author: claudiodearaujo

byclaudiodearaujo

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Data Science & ML

Implements standardized design patterns for building robust, safe, and efficient autonomous AI coding agents.

This skill provides a comprehensive framework for architecting autonomous coding agents, drawing inspiration from industry leaders like Cline and OpenAI Codex. It covers essential components such as agent loops, multi-model selection strategies, secure tool schema design, and granular permission systems. By utilizing these patterns, developers can create AI assistants that handle complex file operations, terminal commands, and browser automation while maintaining human-in-the-loop safety and sandboxed execution environments.

Key Features

01Multi-model routing for optimized reasoning and performance

02Granular permission levels and human-in-the-loop approval workflows

031 GitHub stars

04Standardized Agent Loop architecture (Think-Decide-Act-Observe)

05Secure tool integration with JSON Schema validation

06Sandboxed execution patterns for terminal and file system safety

Use Cases

01Implementing safety-first automation for software development workflows

02Building custom autonomous coding assistants

03Designing secure tool-calling APIs for Large Language Models

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add claudiodearaujo/sistema-de-narra-o-de-livro autonomous-agent-patterns

For use in Claude.ai and ChatGPT

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