redpanda-data

Snyk dependency sweeps across frontend, Go, and Bazel paths with npm false-positive triage and release-age gates.

Generate Codex hooks.json and AGENTS.md from Claude Code hooks. Maps supported hooks directly, including Edit|Write apply_patch aliases, and keeps Stop batch checks only as fallback. Use when setting up Codex compatibility or dual-agent support.

Question changed code as liability and remove unjustified surface area. Use before commit, push, PR, merge, or when a change feels overbuilt or low-value.

Reviews diffs for over-engineering only. Use when reviewing, desloping, or asking what to delete, inline, shrink, or replace with stdlib/native code.

Resilience Review checks resilience. Use when edge cases, errors, fallback, async/data, state, or polish matter.

Reviews a diff since a fixed point across Standards, Spec, and risk gates. Use when reviewing a branch, PR, WIP, or "review since X".

parallel executor. Use /swarm.

Runs a release-blocking cold PR audit across quality, frontend, resilience, visual, security, tests, perf, and steelman. Use when very important PR, high-stakes PR, thermo nuclear review, or no-stones-unturned audit requested.

Redpanda SQL (Oxla), the distributed PostgreSQL-wire-compatible columnar analytical database, for writing and running SQL queries. Use when connecting via psql or a PostgreSQL driver, creating tables and schemas, loading data with COPY (CSV/Parquet/ORC, S3),…

Manage schemas, subjects, compatibility levels, modes, and contexts in the Redpanda Schema Registry via the `rpk registry` CLI (alias `rpk sr`). Use when registering or fetching Avro/Protobuf/JSON schemas, listing or deleting subjects and schema versions,…

Install and configure the rpk CLI, the single binary for all Redpanda operations, including installing it on macOS, Linux, and Docker, and setting up profiles (rpk.yaml) and connection settings. Use when installing rpk, creating or switching rpk profiles,…

Manage Redpanda topics and produce or consume records from the CLI using the `rpk topic` command group. Use when creating or deleting topics with custom partitions, replication, or configs; altering topic configs or retention; adding partitions; trimming or…

Operate a Redpanda cluster via its HTTP Admin API on port 9644 (base path /v1) using Basic, Bearer, or mTLS authentication. Covers endpoint groups for brokers/partitions, cluster config/health, features/licensing/transactions, cloud storage, security/RBAC,…

Teaches how to use the Redpanda broker through its Kafka-compatible API: producing and consuming data, consumer groups, idempotent producers, exactly-once semantics and transactions, topic creation and configuration, Kafka client compatibility, and tiered…

Redpanda's Agentic Data Plane: governance infrastructure for building, running, and governing AI agents and MCP servers, plus a proxying AI Gateway for LLM providers, operated via `rpk ai` and the ADP API. Use when creating or managing AI agents (managed or…

Guides setup and operation of the aws_dynamodb_cdc input in Redpanda Connect, which streams change data capture from AWS DynamoDB into Redpanda or Kafka using DynamoDB Streams. Use when configuring aws_dynamodb_cdc, enabling DynamoDB Streams, setting up IAM…

Client-side React performance optimization patterns.

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

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

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…

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.

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…

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

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

Audit every consumer of the schema.Common metadata format (the format produced by schema_registry_decode's store_schema_metadata, the parquet_decode processor, and CDC sources) for type-coverage drift and value-coercion gaps. Run this whenever a new component…

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",…

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…

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…

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…

"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…

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

Use when scaffolding a brand-new resource or datasource in the terraform-provider-redpanda repo. Triggers on "add resource", "new datasource", "scaffold redpanda <thing>", or any work that creates a fresh redpanda/resources/<name>/ directory. Covers schema…

Use when adding or modifying fields/attributes on an EXISTING resource or datasource in terraform-provider-redpanda. Triggers on "add field X to redpanda_<name>", "extend the topic resource", "new attribute on redpanda_cluster datasource". For brand-new…

Use when diagnosing a bug in terraform-provider-redpanda — whether a user reports a runtime failure ("expected empty plan but resource has planned action(s)", "WARN ... removing from state", "Provider produced inconsistent result after apply") OR a proactive…

Guidance for adding or updating LLM models in this repo's provider catalogs (providers/*/models.go). Use when registering a new model, a new model snapshot, or new region/profile variants, especially on Bedrock. Pairs with the "Adding New Models" pricing…

How to source and encode model pricing in this repo's provider catalogs (providers/*/models.go) — where to pull authoritative rates, the microcents convention, flat vs context-tiered pricing (TieredInfo/Bracket), Anthropic's >200K long-context surcharge,…

Author Postgres migrations when a persisted proto changes, manage the protoc-gen-go-jet generation pipeline, wire new resources, and diagnose drift. The `protoc-gen-go-jet diff` subcommand either copies ddl.sql verbatim (first-ever migration) or emits an LLM…