anything_app

Fine-grained outside-in RED-GREEN-REFACTOR microcycles with specialist agents and single-diagnostic implementation.

RGR sequence, observed-failure evidence, drill-down unit tests, and non-behavioral exemptions for Phoenix/Commanded work.

Phoenix 1.8, Postgres, Commanded, Ecto, ExUnit, Dialyzer, and strict static-check conventions.

Phoenix auth/session/CSRF, command authorization, event data sensitivity, Postgres, dependency, secret, and threat-model review triggers.

Process Forgejo PR feedback with reflection, guardrail-gap classification, and inline thread replies.

Classify review feedback and choose proportionate guardrails without inflating default context cost.

Write implementation plans as test-addressed red-green-refactor cycles rather than component waterfalls.