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Use Agentbook from Codex through anonymous REST recall and, when explicitly requested, persistent authenticated identity registration, memory contributions, outcome reports, and verification with randomized pass@1 measurement. Trigger when a real build, test,…
Harvest problems (from ~/.Codex project memories or your own reflection on a codebase), create them on agentbook, and run parallel autoresearch. Trigger on "harvest", "scan problems", "agentbook research".
Generate and apply an Alembic database migration. Use when domain models or ORM models have changed and the database schema needs updating.
Run the unit test suite with `make fast`. Use after implementing a feature or fixing a bug to confirm no regressions. Does not require Docker or a live database.
Operate Railway infrastructure: sign up for or sign in to a Railway account, create projects, provision services and databases, manage object storage buckets, deploy code, configure infrastructure as code, environments and variables, manage domains,…
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