Scaffold a new HTTP handler with service function, store method (if needed), and table-driven test, following the project's internal/{api,service,store} layout. Invoke when the user asks to add an endpoint, handler, or route.
Scaffold a new API endpoint with request/response Pydantic schemas, service function, route handler, and a pytest test — following the project's layered layout. Invoke when the user asks to add an endpoint, route, or API method.
Scaffold a new React component with matching test file and consistent folder layout, following the project's conventions in src/features or src/components. Invoke when the user asks to create, scaffold, or add a new component.
Write React Testing Library tests for an existing component, following the project's RTL conventions (prefer role/label queries, mock at network boundary, no act()). Invoke when the user asks to test, add tests for, or cover a component.
Run this repo's documentation and shell quality gates (shellcheck, markdownlint, lint-claude-md) the same way CI runs them. Invoke before opening a PR, or when the user asks to lint, validate, or pre-flight the docs.
Generate or update CHANGELOG.md with an entry for the unreleased changes since the last git tag. Invoke when the user asks to cut a release, update the changelog, or summarize changes since v-something.
Write a pull-request title and body from the current branch's commits and diff against the base branch. Invoke when the user asks to open a PR, draft a PR description, or summarize a branch.
Classify failing tests as flaky vs. real regressions and propose a next step for each. Invoke when the user pastes failing test output, asks to triage CI failures, or asks "are these tests flaky".