Auto Agents — Development skill for Claude Code

Auto Agents Skill for Claude Code

Automatically activates using-superpowers discipline, dynamically scans all installed skills to find relevant specialists, and coordinates intelligent orchestration for every user request.

🚀 Overview

The `auto-agents` skill automatically activates on **every user prompt** in Claude Code and:

1. Activates `using-superpowers first to enforce proper skill invocation discipline
2. Scans ALL installed skills dynamically from your skills directories at runtime
3. Identifies which skills are relevant to the current request by analyzing descriptions
4. Orders skills by relevance (most relevant first) to guide the orchestrator
5. Automatically includes newly added skills — no manual updates needed
6. Activates the Agents Orchestrator with pre-computed relevance information
7. Handles complexity detection — single pass for simple tasks, multiple independent orchestrations with crosschecking for complex work

This creates a fully automatic "hands-free" experience where the right specialist agents are always brought to bear on your task, without you having to manually invoke agents or remember which skills are available.

✨ Features

• Automatic Trigger: Runs on every user request — no manual invocation needed
• using-superpowers First: Activates skill invocation discipline before any other action
• Dynamic Skill Scanning: Reads all installed skills from ~/.agents/skills/ and ~/.claude/skills/ at runtime
• Relevance Ranking: Scores and sorts skills based on how well they match the current task
• Automatic Discovery: Newly added skills are automatically included in all future scans
• Smart Complexity Handling: Streamlined workflow for simple tasks, full multi-agent crosschecking for complex projects
• Quality Assurance: Complex tasks get multiple independent passes from different agent teams for better coverage

📋 Prerequisites

• Claude Code with agent skill system