build skills not agent

https://pickle1024.github.io/Build-Skills-Not-Agent/

 

It looks like just a different architecture, but the impact is huge:

Dimension	Multi-Agent Method	Skills Method	Why It Matters
Decision Distribution	Order Agent decides what to recommend Chef Agent decides how to cook Plating Agent decides how to decorate 👉 Three independent "brains"	Claude makes unified decisions throughout 👉 One "brain" switching modes	Single decision-making avoids conflicts and inconsistencies
Context Management	Chef Agent doesn't know special customer requests Plating Agent doesn't know dish temperature 👉 Context fragmentation	All context in the same AI memory Remembers "less oil" + "dish just came out hot" 👉 Complete context	Avoids information loss and misunderstanding
Coordination Cost	You write code to pass customer requirements, dish status 👉 Explicit coordination	Claude internally maintains all information 👉 Implicit coordination	Reduces code complexity
API Calls	One API call per step Minimum 4 calls 👉 Multiple network requests	One API call Internal skill switching 👉 Single request	Lower latency and cost
State Consistency	Order Agent says "less oil" Chef Agent might forget 👉 Potential inconsistency	Same AI, remembers all details 👉 Natural consistency	Avoids weird behaviors