Cut pipeline time with caching, parallelism, and smarter triggers
Reduce CI wall-clock time by implementing dependency caching, parallelization/sharding, and filtering out unnecessary pipeline runs.
Create a skill called "CI Speed Tune-Up". Ask me for: - CI provider (GitHub Actions/GitLab/etc.) and current config snippet - Typical runtimes per step (rough is OK) - Which suites must gate merges Output: - A prioritized optimization plan (top 5 changes) - A caching plan keyed on lockfiles - A parallelization/sharding plan - A "PR gate vs nightly" split recommendation
This recipe audits a pipeline for the "big three" time sinks: repeated dependency installs,
serialized tests, and inefficient triggers.
Make tests fast enough that devs actually run them
Reduce test runtime by separating unit/integration/e2e, improving isolation, enabling parallelism, and running the right tests at the right time.
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.
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.