autonomous-agent-patterns
Design patterns for building autonomous coding agents with tool integration, permissions, and human oversight.
- Core agent loop architecture with think-decide-act-observe cycle; supports multi-model selection for different task types
- Tool design patterns including file operations, code understanding, terminal execution, and browser automation with schema-based definitions
- Permission system with four levels (auto, ask-once, ask-each, never) and risk assessment for approval workflows
- Sandboxing and safety patterns including path validation, command whitelisting, and isolated execution environments
- Context management with checkpoint/resume for long-running tasks and MCP (Model Context Protocol) server integration for dynamic tool discovery
🕹️ Autonomous Agent Patterns
Design patterns for building autonomous coding agents, inspired by Cline and OpenAI Codex.
When to Use This Skill
Use this skill when:
- Building autonomous AI agents
- Designing tool/function calling APIs
- Implementing permission and approval systems
- Creating browser automation for agents
- Designing human-in-the-loop workflows
1. Core Agent Architecture
1.1 Agent Loop
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