STOP. READ THIS ENTIRE SKILL.MD BEFORE CALLING ANY ENDPOINT.

Skill Lab — Symbiogenic Skill Creation

Create new skills by composing existing skills + crafting only the missing pieces.

Inspired by biological symbiogenesis (Agüera y Arcas BFF, Margulis endosymbiosis): complexity emerges from composition of existing replicators, not from scratch.

Phase 0: Capability Overlap Check (MANDATORY — Prevents Catastrophic Forgetting)

Before creating ANY new skill, query existing infrastructure for overlap.

Pre-Creation Silo Detection

# 1. Query /memory for existing solutions covering the proposed capability
memory-agent recall --q "<proposed skill description>"
memory-agent recall --q "<proposed skill capabilities>"