Giving coding agents situational awareness (from shell prompts to agent prompts)

Coding agents are typically given static context for dynamic environments. This post explores a new idea on how to give adaptive context to a coding agent in an extensible way. Imagine a hybrid of Claude Code's SKILL.md convention with your shell's PS1 prompt. If you want to just straight to the code: I've implemented this in my coding agent Jorin as a proof of concept and outlined a spec for…