Deploy
Build, push, and deploy to AWS using Docker, ECR, and Terraform. Use when: deploying to dev/staging/prod, checking deploy status, rolling back, or running the deploy checklist.
Scaffold
Generate boilerplate for new API endpoints and frontend pages following this project's conventions (flush/commit transaction pattern, ownership enforcement, domain returns). Use when: adding a new resource, creating CRUD endpoints, wiring up a new frontend page, or asking 'how do I add a new feature end-to-end.
Model Routing
Delegate coding subtasks to on-device local models (Ollama) to reduce cloud API costs while keeping the orchestrating model for planning and review. Use when: the user wants to save on API costs, asks about local models, mentions Ollama, or wants to use on-device models for code generation.
SerpentStack
Find any AI agent skill or MCP server. Search every registry, install in seconds.
Db Migrate
Manage database schema changes with Alembic. Use when: creating migrations, adding tables or columns, checking migration status, rolling back, or seeding the database.
Clerk
Clerk authentication router. Use when user asks about adding authentication, setting up Clerk, custom sign-in flows, Swift or native iOS auth, native Android auth, Next.js patterns, organizations, syncing users, or testing. Automatically routes to the specific skill based on their task.
Find Skills
Discover, evaluate, and create project-specific skills. Use when: the user needs a capability not covered by built-in skills, wants to find patterns for a specific tool or service, or asks about extending the skills directory. Also use when asking 'how do I add a new skill.
Git Workflow
Git conventions for this project. Use when: creating branches, writing commit messages, opening PRs, or running the pre-push checklist.
Generate Skills
Generate project-specific Agent Skills for any codebase by interviewing the developer about their conventions. Use when: the user wants to add skills to an existing project, asks 'how do I make my agents understand my codebase,' wants to create a .skills/ directory, or says 'generate skills for my project.
Dev Server
Monitor and auto-fix the development environment. Use when: debugging backend/frontend errors, watching log streams, diagnosing startup failures, or running make dev.
Auth
Understand and customize authentication in this project. Use when: adding auth to routes, swapping auth providers (Clerk, Auth0, custom SSO), debugging auth issues, or understanding the UserInfo contract and get_current_user dependency.
Test
Run and interpret tests for backend (pytest + testcontainers with real Postgres) and frontend (vitest). Use when: running test suites, debugging test failures, checking coverage, writing new tests, or understanding the test infrastructure.