Status: IN
Architecture pattern: use reasons database for all structural operations (add, retract, derive, review). Export to beliefs.md for querying (fast, human-readable, grep-able). Keep both in sync via reasons export-markdown
Source: repo:beliefs-pi/entries/2026/03/24/agents-python-expert-primary-store-migration-complete-and-deep-reasoning-chains.md
Depends on (SL): beliefs-cli-vs-reasons-cli