Keep end-to-end confidence without the unmaintainable monster
Establish a minimal set of end-to-end tests for critical journeys, backed by contract tests and targeted integration tests, to balance confidence with speed.
Create a skill called "E2E Critical Path Suite". Ask me for: - The top user journeys and failure tolerance - Current test pyramid mix (unit/integration/e2e) Produce: - A critical-path E2E plan (what to keep, what to move down the pyramid) - A PR vs nightly execution strategy - Stability requirements and test data strategy
E2E tests are expensive and can be flaky, but they catch integration failures. This recipe
defines a "critical path" subset and moves non-critical coverage down the pyramid.
Stop flaky tests from blocking PRs while you fix them
Quarantine known flaky tests into a separate lane so they don't block merges, while preserving visibility and enforcing a fix-by deadline.
Find the real source of nondeterminism, not just the symptom
Diagnose flaky tests by categorizing nondeterminism (timing, order-dependence, shared state, network, resource contention) and applying targeted fixes.
Ship new creatives every week without chaos
Creative teams burn out when "we need new ads" arrives as an emergency. This recipe creates a weekly sprint system: inputs, brief template, production checklist, QA, and a testing plan that compounds learning.
Improve retention with scroll-stopping openings
Generates and rewrites hooks optimized for your platform and audience intent. It produces multiple hook styles (curiosity, contrast, payoff-first) and recommends which to test, based on your goals and content type.