We still need all of it.
AGENTS.md — maintainability
inputs
listings
neighborhood
your criteria
workflow design
gather → evaluate → decide → act → record
decomposition/separation of concerns
normalize listing
format shortlist
commute
neighborhood research
skill
schema
script
subagent
algorithmic thinking
code → determinism
agent → judgment
humans → latency
state management
pending → running → done
modularity
AI text/layout recreation from video frame; verify against source image.