🛡️ GitHub Agentic Workflows - Safe Outputs Skill

🔴 AI FIRST Quality Principle

Apply the AI FIRST principle: never accept first-pass quality. Minimum 2 iterations. Read all output, improve every section. No shortcuts.

📋 Purpose

Master the safe outputs pattern in GitHub Agentic Workflows - the foundational security mechanism that enables AI agents to perform write operations safely through explicit, human-approved outputs. This skill provides comprehensive expertise in designing, implementing, and operating safe output patterns for controlled AI automation.

🎯 Core Concept

What Are Safe Outputs?

Safe outputs are the only way AI agents can perform write operations (create/update files, issues, PRs) in GitHub Agentic Workflows. Unlike direct tool access, safe outputs require explicit approval and sanitization before execution.