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I think Anthropic did a good job establishing the core primitives.
We really only need a few building blocks for everything discussed above:
Fresh context window
→ Achievable with a subagent
Intelligent instructions executed by the agent
→ Skill / Markdown file
Deterministic steps executed by code
→ Dynamic Workflows
These three primitives can be composed to build almost anything we want.