Searching protocol for "scope-control"
Execute approved work with disciplined commits.
Master micro-task workflows within context budgets.
Simplify code for clarity.
Refactor code for clarity and maintainability.
Enrich meta.yaml descriptions from docs.
Audit production readiness with checks.
Turn Python tests into reliable software with pytest.
Polish the /onboarding/survey UI/UX end-to-end.
Automates Quarto slides deployment.
Define persistent AI guidance.
Enforce focused scope with user-approved gates.
Manage GitLab CI/CD variables.