Use cases · goal-shaped recipes
AI coding, by what you're trying to do.
Step-by-step recipes for the most common AI coding outcomes, automate PR review, migrate legacy code, run continuous security audits, ship a mobile app, onboard new engineers, ship spec-driven features. Each recipe lists the skills to install and the order.
Use case · 5 min setup
Automate Pull Request Review with AI
Install `code-review`, `secure`, `unit-test` skills via `npx @skills-hub-ai/cli`. Add a GitHub Actions workflow that runs them on every PR. Open issues for findings or auto-comment on the diff. The whole loop runs in und…
5-step recipe →
Use case · spec-first
Ship Features Spec-Driven with AI
Install the `story-implementer` composition. Write a clear spec (requirements + acceptance criteria + edge cases). Invoke /story-implementer with the spec file. The agent implements to spec, runs tests against it, opens …
5-step recipe →
Use case · safe migrations
Migrate a Legacy Codebase with AI Agents
Install the `migrate-safe` composition. Run it against your repo with the target framework/language as the argument. The agent generates a migration plan, applies it incrementally per file or module, runs tests after eac…
5-step recipe →
Use case · continuous security
Continuous Security Audits with AI
Install `secure` + `pentest` + `dependency-scan` skills. Schedule them via Claude Code /loop to run nightly at 3 AM. Open one issue per finding, severity-ranked. Critical / high findings page Slack; medium / low go to th…
5-step recipe →
Use case · ramp engineers fast
Onboard a New Engineer in a Day with AI
Install the `onboard-engine` + `onboarding` + `env-setup` skills. New engineer clones the repo, runs `npx @skills-hub-ai/cli init`, and the agent provisions the dev environment, generates a codebase tour, and proposes a …
5-step recipe →
Use case · mobile end-to-end
Ship a Mobile App from Design with AI
Install `react-native` or `flutter` for the app scaffold, `mobile-test` for the test suite, `mobile-qa` for the QA pass, `mobile-security-review` for the OWASP Mobile Top 10 audit, and `mobile-publish` for the iOS + Andr…
5-step recipe →