boilerplates-with-ai-skills

Use before scaffolding a bwai project — runs the full startup-goal workflow then recommends the right boilerplate and outputs the exact bwai new command to run.

Use when acting as a startup CTO for architecture, technical risk, platform direction, codebase boundaries, or engineering strategy.

Use when acting as a startup founding engineer for implementation, tests, debugging, review, and verification.

Use when acting as a startup product manager for discovery, PRDs, issue slicing, roadmap tradeoffs, or customer-value sequencing.

Use when acting as a startup QA lead for acceptance checks, release risk, regression focus, and verification evidence.

Use when coordinating a startup goal across CEO, CTO, product manager, engineering manager, founding engineer, and QA lead role subagents.

Use when implementing approved work in a bwai-scaffolded project — follow TDD and stack skills from .bwai/skills/ after planning is complete.

Run the SkillSpector safety gate on this project's installed skills before merge or release.

Use when adding or changing routes, schemas, or plugins in this Fastify API — keep endpoints validated, typed, and testable.

Use when adding or changing FastAPI routes, dependencies, or tests in this Python service — keep endpoints typed, validated, and covered by pytest.

Use when adding or changing routes, middleware, or error handling in this Express.js API, to keep endpoints consistent, validated, and testable.

Use when adding pages, layouts, route handlers, or data fetching in this Next.js App Router project, to follow server-first conventions correctly.

Use when building screens, navigation, styling, or platform behavior in this Expo React Native app, to follow mobile-first conventions and keep logic testable.

Use when reviewing a diff or pull request — check correctness, tests, readability, security, and server/client boundaries before approving.

Use when deploying or configuring this project on Vercel — env vars, build settings, serverless limits, and production checks for Next.js or Express.

Use when reviewing security-sensitive code paths — check auth, secrets, input validation, dependency risk, and data exposure before shipping.

Use when implementing a feature or fixing a bug — TDD, red-green-refactor, failing test first, then minimal code, then refactor. Run npm test before claiming done.