Dev environment wizard — hybrid by default: .env/.env.local creds for RDS, managed Kafka, etc.; Docker only for components the user says are local; idempotent Compose checks when applicable; **Local Compose:** always use localhost creds (**§C1** in `.env.local`) before migrations, seeds, `go run`/run-local-*; **Effort → model (**§M**):** classify S/M/L, use fast models for checklist work, escalate to **Claude Sonnet 4.x (e.g. 4.7 when offered)** / strongest reasoning tier for hybrid/RDS churn; **Parallelism (**§N**):** spawn **Cursor Task subagents** for independent probes or read-only investigate paths when it speeds **§F** convergence. Kafka: prompt before default-topic creation (**`make init-kafka`**). Modes api/consumer/temporal_worker/local. Trigger: devenv, local dev, run-local.
Master HTTP QA: chains devenv then interactive API key / X-Environment-ID then real curls. Shards suites to parallel workers. Trigger: apitest, api test, curl localhost, QA local API.
FlexPrice repo architecture — docs/ layering, deps, hotspots, flows, Graphify. Say arch, repo architecture, FLEXPRICE structure, onboarding codebase.
FlexPrice Docker/Makefile shortcuts — dev-setup, compose services, Kafka UI profile, logs. Deep env wizard is devenv. Trigger: compose, docker dev, dev-setup.
gh CLI for FlexPrice repos — PRs, checks, issues. Trigger: gh, github pr.
FlexPrice Go fmt, vet, race tests, make test. Trigger: godev, run tests, go vet.
Swagger + Speakeasy SDK/MCP pipeline (make swagger, sdk-all), api/custom merge. Trigger: openapi, swagger, sdk-all, MCP.
FlexPrice PR self-review checklist — security, layering, migrations, tests. Trigger: pr check, ship review, pre-PR.