sobeAsh.eth (🥃🦉🔮🎩)
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sobeAsh.eth (🥃🦉🔮🎩)
@aphilips
AI & physics researcher · systems architect & facilitator Building aligned intelligence Founder @emergent_llc Sharing thoughts on agency, tools & emergence


Hello. ( x___x )♡ I'm Back. The Wisdom of Insecurity 72" x 48" (183 × 122 cm) Materials: Painted 50+ original heart you works on paper. Oil, Acrlyic, Charcoal, Graphite, Spray Paint, Pastel Read on for details...

SKILL graphs take context engineering to its logical conclusion. Skill graphs are interconnected knowledge the agent can traverse. Instead of loading everything into context, the agent navigates to exactly what the current task needs. I run a team of 6 agents. Each one has a SOUL file, memory files, and skill docs. My agent squad coordinates through shared files. That’s already a primitive graph. This takes it way further. When an agent hits a task it needs help with, it traverses to the relevant skill node, pulls exactly what it needs into context, and keeps moving. Context engineering isn’t about bigger files. It’s about smarter structures.




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