redpanda-data

Client-side React performance optimization patterns.

Connect Query patterns for API calls. Use when working with mutations, queries, or data fetching.

TypeScript, React, and JavaScript best practices enforced by Ultracite/Biome.

Write and run Playwright E2E tests for Redpanda Console using testcontainers. Analyzes test failures, adds missing testids, and improves test stability. Use when user requests E2E tests, Playwright tests, integration tests, test failures, missing testids, or mentions 'test workflow', 'browser testing', 'end-to-end', or 'testcontainers'.

Refactor legacy forms to use modern Redpanda UI Registry Field components with react-hook-form and Zod validation. Use when user requests: (1) Form refactoring or modernization, (2) Converting Chakra UI or @redpanda-data/ui forms, (3) Updating forms to use Field components, (4) Migrating from legacy form patterns, (5) Implementing forms with react-hook-form and Zod validation.

Manage client and server state with Zustand stores and React Query patterns.

Build UI with Redpanda Registry components, Tailwind v4, and accessibility best practices.

Write and maintain tests with Vitest v4 dual configuration, mock utilities, and Zustand store testing patterns.

Code review a pull request for Redpanda Connect, checking Go patterns, tests, component architecture, and commit policy

This skill should be used when users need to create or debug Bloblang transformation scripts. Trigger when users ask about transforming data, mapping fields, parsing JSON/CSV/XML, converting timestamps, filtering arrays, or mention "bloblang", "blobl", "mapping processor", or describe any data transformation need like "convert this to that" or "transform my JSON".

This skill should be used when users need to discover Redpanda Connect components for their streaming pipelines. Trigger when users ask about finding inputs, outputs, processors, or other components, or when they mention specific technologies like "kafka consumer", "postgres output", "http server", or ask "which component should I use for X".

This skill should be used when users need to create or fix Redpanda Connect pipeline configurations. Trigger when users mention "config", "pipeline", "YAML", "create a config", "fix my config", "validate my pipeline", or describe a streaming pipeline need like "read from Kafka and write to S3".

Complete frontend stack -- 14 setup skills + 14 owned workflow skills + 4 optional community skills in one command. Use when starting new frontend project or bootstrapping frontend best practices from scratch.

Configure Sandcastle for agent delegation -- headless run(), HITL interactive(), parallel sandboxes, branches. Use when delegating to autonomous agents, parallelizing implementation, or running interactive reviews.

Enforce bun + tsgo as toolchain via PreToolUse hooks. Blocks npm, npx, tsc, global installs. Use when setting up toolchain enforcement or banning npm.

Install planning/project management skills -- PRD creation, implementation planning, issue breakdown, bug triage, code review. Use when setup project planning workflows or creating PRDs.

Use when adding or modifying a Redpanda admin v2 ConnectRPC endpoint — authoring the protobuf under proto/redpanda/core/admin/v2/, wiring it into the Bazel build, implementing the C++ service handler under src/v/redpanda/admin/services/, registering it on the admin server, and regenerating Python bindings for ducktape integration tests. Covers both new RPCs on an existing service and brand-new services.

"Create a new backport branch with prefix `ai-backport-` by cherry-picking all commits from a GitHub PR onto a target release branch or commit. Use when the user wants to backport a PR, create a backport branch, cherry-pick PR commits to a release branch, or mentions backporting changes from dev/main to a version branch (e.g. v25.1.x, v25.2.x). Requires two arguments: TARGET (the release branch or commit hash to backport onto) and PR_NUM (the GitHub PR number to backport)."

Improve code coverage for a Bazel C++ test target or source file