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.

Streams change data capture from PostgreSQL into Redpanda or Kafka using Redpanda Connect's postgres_cdc input, which reads the WAL through logical replication (pgoutput). Use when configuring postgres_cdc (formerly pg_stream), setting up wal_level=logical,…

Diagnoses, validates, and monitors Redpanda Connect pipelines. Use when a Redpanda Connect pipeline fails, stalls, drops messages, or won't start; when linting a config with rpk connect lint; tuning log level or format; reading Connect metrics (Prometheus,…

Teaches how to build streaming data pipelines with Redpanda Connect (formerly Benthos): declarative YAML configs with the input/pipeline/output model, processors, and Bloblang mappings for transforming messages. Use when creating or editing a Connect pipeline…

Provisions and manages Redpanda Cloud BYOC (Bring Your Own Cloud) clusters via the Control Plane API (api.redpanda.com) and the `rpk cloud byoc` plugin, where your VPC, IAM roles, and storage stay in your own AWS, GCP, or Azure account. Use when creating or…

Provisions and manages Redpanda Cloud Dedicated clusters via the Control Plane API (api.redpanda.com): fully Redpanda-managed single-tenant clusters that run in Redpanda's own AWS, GCP or Azure account. Use when creating, updating or deleting Dedicated…

Provisions and manages Redpanda Cloud Serverless clusters via the public Control Plane API (api.redpanda.com): fully managed Kafka-compatible clusters in Redpanda's own account reached through a per-cluster Data Plane API. Use when creating or deleting…

Administers Redpanda SQL on a Redpanda Cloud BYOC cluster: enabling, scaling, and disabling the SQL engine through the Cloud Console, the Cloud API, or the Terraform provider, finding connection details, and managing authentication and access. Use when a user…

Query Redpanda topics as SQL tables through Redpanda catalogs in Redpanda SQL on Redpanda Cloud BYOC, including the Iceberg history of Iceberg-enabled topics in the same query. Use when mapping a topic with CREATE TABLE default_redpanda_catalog=>name,…

Write and run Rstest/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…

Write and maintain tests with Bun units and Rstest integrations, mock utilities, and Zustand store testing patterns.

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) Updating forms to use Field components, (3) Migrating from legacy form…

Migrate React applications from React Router to TanStack Router with file-based routing. Use when user requests: (1) Router migration, (2) TanStack Router setup, (3) File-based routing implementation, (4) React Router replacement, (5) Type-safe routing, or…

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

Client-side React performance optimization patterns.

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

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…

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 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 manually validating a terraform-provider-redpanda resource or datasource against a live Redpanda Cloud cluster. Triggers on "manual test", "smoke test", "validate redpanda_X end-to-end", "run terraform apply against a real cluster", or as the…

Review a PR or the current branch against .claude/review-policy.md using the read-only reviewer agent. Prints findings; posts nothing.

Gates whether a Go comment should exist and forces the ones that stay to explain why, not what. Use ALWAYS before writing or editing a comment in Go, YAML schema files, or Terraform examples, and when reviewing a diff that adds or changes comments. Removes…

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…

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",…

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

Add a new LLM model to this repo's provider catalogs: register facts in catalog/facts_data.go, author the catalog.Entry in providers/*/models.go (Bedrock: a family declaration), encode pricing, and regenerate the snapshot. Use when registering a new model, a…

Audit the provider catalogs (providers/*/models.go, catalog/facts_data.go) against vendor sources and fix drift: pricing, context/input limits, lifecycle dates (deprecations/retirements), knowledge cutoffs, capabilities/modalities. Use for periodic sync, when…

Writing standards for user-facing doc strings in this repo — Go doc comments on CRD fields (operator/api/redpanda/v1alpha2/) and helm-docs comments in chart values.yaml files. Apply when adding or editing those comments, or reviewing a diff that touches them.…

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…