# Pending Agent Proposals > Agents are proposed when repeated specialist patterns are detected or when tech detection identifies technologies needing specialized expertise. > > Run `/learn:implement agent [name]` to create a proposed agent. **Last Reviewed:** Never **Pending Count:** 0 --- ## From Tech Detection > Agents proposed during `/ce:init` based on detected technologies. > These are created automatically - no action needed. --- ## From Usage Patterns > Agents proposed when the same domain expertise is needed 2+ times. --- ## Agent Lifecycle 1. **Proposed** - Detected via tech-detection or pattern-observer 2. **Approved** - User confirmed via `/learn:review` 3. **Created** - Agent file generated via `agent-creator` 4. **Active** - Agent available for orchestration --- ## Notes - Agents from tech detection are created immediately during `/ce:init` - Agents from usage patterns require 2 occurrences before proposal - Use `/learn:implement agent [name]` to create a proposed agent - Use `/agents` (built-in) to view all available agents