Claude Skills by mozilla-ai

Triage a red any-llm integration test suite. Use when integration tests are failing, when deciding whether a failure is a real regression, or before skipping or "fixing" an integration test.

Backend conventions for the otari gateway (`src/gateway/`), async SQLAlchemy 2.0, FastAPI, budget/reservation lifecycle, Alembic migrations, config layering. Use when writing or reviewing gateway request handling, services, models, or migrations.

Guidelines for the otari admin dashboard (`web/`), React 19 + TypeScript (strict) + HeroUI v3 + Tailwind v4 + TanStack Query. Use when writing or reviewing dashboard components, styling, data fetching, or tests.

Take one or more GitHub issues to a ready PR end-to-end in mozilla-ai/otari: implement, self-review, open the PR, request review from the two bots and the team, wait for it, apply the fixes. Use when asked to "open a PR for issue X", "work through these issues", or run the implement/review/fix cycle (optionally fanned out across several issues in parallel).

Review a pull request or diff for this repository against otari's project standards. Use when asked to review a PR, inspect a diff, or prepare review feedback.