Three-Tier Memory: Long, Medium, Short

"Structure agent memory in three tiers: long-term (trained in model), medium-term (agents.md file with repo-wide knowledge), and short-term (progress.txt with current task gotchas). At loop start, check progress.txt for learnings from previous iterations."