For Codex & Claude Code

An engineering playbook
for your AI.

Vibe Coding is a free, open-source plugin for Codex and Claude Code. Use structured workflows to review code, find bugs and make changes with checks built in.

Open source · Free to use · MIT license

VIBE CODING / Workflow catalog

What are you working on?

Find a workflow by topic, technology or task.

v1.3.0
Change reviewReview

Review a code change

Find actionable bugs in a patch, branch or pull request, including its direct dependencies.

vibe-review
Project mappingMap

Map a codebase

Understand the product, architecture and runtime before changing an unfamiliar project.

vibe-map
Quick bug discoveryFind a bug

Find and fix a bug

Investigate one reproducible failure, fix its cause and check the affected behavior.

vibe-probe
Quality & readinessAudit

Check release readiness

Review tests, deployment requirements and unresolved risks before releasing a change.

vibe-quality
APIs & botsAudit

Audit an API

Check request validation, response contracts, permissions and the clients that depend on them.

vibe-backend
SQL & connectionsAudit

Review SQL and transactions

Trace queries, indexes, locks and transaction boundaries in your database code.

vibe-sql
Security & privacyAudit

Find security weaknesses

Trace reachable attack paths and identify concrete application security defects.

vibe-security
Web rendering & server boundariesAudit

Check web rendering

Investigate server/client boundaries, hydration, caching and navigation in a web app.

vibe-web
AI, RAG & MLAudit

Review an AI feature

Inspect model inputs, outputs, tool use and quality checks against the feature’s goal.

vibe-ai
Infrastructure & background jobsAudit

Review infrastructure

Check runtime configuration, deployment, background jobs and operational failure paths.

vibe-ops
Product & UXAudit

Review a product interface

Trace a user journey through the interface, including loading, errors and empty states.

vibe-product
Design & accessibilityAudit

Check accessibility

Review keyboard navigation, focus, semantics and accessible interaction in your interface.

vibe-design
AI, RAG & MLAudit

AI Evaluation Audit

AI features, document retrieval and quality evaluation.

vibe-ai
AI, RAG & MLImprove

Improve AI Evaluation

AI features, document retrieval and quality evaluation.

vibe-ai
AI, RAG & MLImprove

Improve AI Feature

AI features, document retrieval and quality evaluation.

vibe-ai
AI, RAG & MLPlan

AI ML Problem Framing

AI features, document retrieval and quality evaluation.

vibe-ai
AI, RAG & MLAudit

AI Safety & Governance Audit

AI features, document retrieval and quality evaluation.

vibe-ai
AI, RAG & MLAudit

LLM Agent Tools Audit

AI features, document retrieval and quality evaluation.

vibe-ai
AI, RAG & MLImprove

Improve LLM Agent Tools

AI features, document retrieval and quality evaluation.

vibe-ai
AI, RAG & MLAudit

ML Pipeline Audit

AI features, document retrieval and quality evaluation.

vibe-ai
AI, RAG & MLImprove

Improve ML Pipeline

AI features, document retrieval and quality evaluation.

vibe-ai
AI, RAG & MLAudit

OCR Document AI Audit

AI features, document retrieval and quality evaluation.

vibe-ai
AI, RAG & MLImprove

Improve OCR Document AI

AI features, document retrieval and quality evaluation.

vibe-ai
AI, RAG & MLAudit

RAG Audit

AI features, document retrieval and quality evaluation.

vibe-ai
AI, RAG & MLImprove

Improve RAG

AI features, document retrieval and quality evaluation.

vibe-ai
APIs & botsImprove

Improve API

API contracts and bot interaction flows.

vibe-backend
APIs & botsAudit

Bot Audit

API contracts and bot interaction flows.

vibe-backend
APIs & botsImprove

Improve Bot

API contracts and bot interaction flows.

vibe-backend
Caching & freshnessVerify

Cache Coherency Check

Cache keys, invalidation and data freshness.

vibe-cache
Caching & freshnessAudit

Cache Invalidation Audit

Cache keys, invalidation and data freshness.

vibe-cache
Caching & freshnessImprove

Improve Cache Invalidation

Cache keys, invalidation and data freshness.

vibe-cache
CeleryAudit

Celery Workers Audit

Celery task delivery, retries and worker shutdown.

vibe-celery
CeleryImprove

Improve Celery Workers

Celery task delivery, retries and worker shutdown.

vibe-celery
ClickHouseAudit

ClickHouse Audit

Data ingestion, table engines and query cost.

vibe-clickhouse
ClickHouseImprove

Improve ClickHouse

Data ingestion, table engines and query cost.

vibe-clickhouse
Compatibility & protocolsVerify

Compatibility Golden Master Check

Compatibility contracts and reference comparisons.

vibe-compatibility
Compatibility & protocolsAudit

Reverse Engineering Audit

Compatibility contracts and reference comparisons.

vibe-compatibility
Compatibility & protocolsImprove

Improve Reverse Engineering

Compatibility contracts and reference comparisons.

vibe-compatibility
Copy, localization & SEOAudit

Localization Audit

Product copy, localization and search visibility.

vibe-content
Copy, localization & SEOImprove

Improve Localization

Product copy, localization and search visibility.

vibe-content
Copy, localization & SEOAudit

Notification Content Audit

Product copy, localization and search visibility.

vibe-content
Copy, localization & SEOImprove

Improve Notification Content

Product copy, localization and search visibility.

vibe-content
Copy, localization & SEOAudit

Product & Landing Copy Audit

Product copy, localization and search visibility.

vibe-content
Copy, localization & SEOImprove

Improve Product & Landing Copy

Product copy, localization and search visibility.

vibe-content
Copy, localization & SEOAudit

SEO GEO Audit

Product copy, localization and search visibility.

vibe-content
Copy, localization & SEOImprove

Improve SEO GEO

Product copy, localization and search visibility.

vibe-content
Design & accessibilityImprove

Improve Accessibility

Design systems, keyboard navigation, focus and accessibility.

vibe-design
Design & accessibilityAudit

Design System Audit

Design systems, keyboard navigation, focus and accessibility.

vibe-design
Design & accessibilityImprove

Improve Design System

Design systems, keyboard navigation, focus and accessibility.

vibe-design
Desktop & extensionsAudit

Browser Extension Audit

Desktop apps, browser extensions and IPC.

vibe-desktop
Desktop & extensionsImprove

Improve Browser Extension

Desktop apps, browser extensions and IPC.

vibe-desktop
Desktop & extensionsAudit

Desktop App Audit

Desktop apps, browser extensions and IPC.

vibe-desktop
Desktop & extensionsImprove

Improve Desktop App

Desktop apps, browser extensions and IPC.

vibe-desktop
Documentation & refactoringDocument

DESIGN GEN

READMEs, design documents and refactoring boundaries.

vibe-docs
Documentation & refactoringAudit

Documentation Sync Audit

READMEs, design documents and refactoring boundaries.

vibe-docs
Documentation & refactoringImprove

Improve Documentation Sync

READMEs, design documents and refactoring boundaries.

vibe-docs
Documentation & refactoringPlan

Migration & Refactor Plan

READMEs, design documents and refactoring boundaries.

vibe-docs
Documentation & refactoringDocument

README GEN

READMEs, design documents and refactoring boundaries.

vibe-docs
Documentation & refactoringAudit

Refactor Boundary Audit

READMEs, design documents and refactoring boundaries.

vibe-docs
Documentation & refactoringImprove

Improve Refactor Boundary

READMEs, design documents and refactoring boundaries.

vibe-docs
Permissions, data & business rulesAudit

Auth Permissions Audit

Access control, data, billing plans and product events.

vibe-domain
Permissions, data & business rulesImprove

Improve Auth Permissions

Access control, data, billing plans and product events.

vibe-domain
Permissions, data & business rulesAudit

Billing Entitlements Audit

Access control, data, billing plans and product events.

vibe-domain
Permissions, data & business rulesImprove

Improve Billing Entitlements

Access control, data, billing plans and product events.

vibe-domain
Permissions, data & business rulesAudit

Data Model Audit

Access control, data, billing plans and product events.

vibe-domain
Permissions, data & business rulesImprove

Improve Data Model

Access control, data, billing plans and product events.

vibe-domain
Permissions, data & business rulesAudit

Data Pipeline & Quality Audit

Access control, data, billing plans and product events.

vibe-domain
Permissions, data & business rulesImprove

Improve Data Pipeline & Quality

Access control, data, billing plans and product events.

vibe-domain
Permissions, data & business rulesAudit

Experiment Design Audit

Access control, data, billing plans and product events.

vibe-domain
Permissions, data & business rulesImprove

Improve Experiment Design

Access control, data, billing plans and product events.

vibe-domain
Permissions, data & business rulesAudit

Multi Tenant Isolation Audit

Access control, data, billing plans and product events.

vibe-domain
Permissions, data & business rulesImprove

Improve Multi Tenant Isolation

Access control, data, billing plans and product events.

vibe-domain
Permissions, data & business rulesAudit

Notebook Productionization Audit

Access control, data, billing plans and product events.

vibe-domain
Permissions, data & business rulesImprove

Improve Notebook Productionization

Access control, data, billing plans and product events.

vibe-domain
Permissions, data & business rulesVerify

OAuth OIDC Session Check

Access control, data, billing plans and product events.

vibe-domain
Permissions, data & business rulesAudit

Product Analytics Audit

Access control, data, billing plans and product events.

vibe-domain
Permissions, data & business rulesImprove

Improve Product Analytics

Access control, data, billing plans and product events.

vibe-domain
Permissions, data & business rulesVerify

RBAC ABAC Matrix Check

Access control, data, billing plans and product events.

vibe-domain
Permissions, data & business rulesAudit

RBAC ABAC Policy Audit

Access control, data, billing plans and product events.

vibe-domain
Permissions, data & business rulesImprove

Improve RBAC ABAC Policy

Access control, data, billing plans and product events.

vibe-domain
Permissions, data & business rulesVerify

Tenant Isolation Check

Access control, data, billing plans and product events.

vibe-domain
Feature flags & rolloutsAudit

Feature Flags Rollout Audit

Feature flags, audiences and rollbacks.

vibe-flags
Feature flags & rolloutsImprove

Improve Feature Flags Rollout

Feature flags, audiences and rollbacks.

vibe-flags
Go & Rust servicesAudit

Go Rust Microservices Audit

Concurrency and shutdown in Go and Rust services.

vibe-go-rust
Go & Rust servicesImprove

Improve Go Rust Microservices

Concurrency and shutdown in Go and Rust services.

vibe-go-rust
Agent executionAudit

Agent Harness Audit

Agent state, recovery and replay.

vibe-harness
Agent executionImprove

Improve Agent Harness

Agent state, recovery and replay.

vibe-harness
Integrations & networkingAudit

Backend Integrations Audit

External APIs, webhooks, timeouts and network failures.

vibe-integrations
Integrations & networkingImprove

Improve Backend Integrations

External APIs, webhooks, timeouts and network failures.

vibe-integrations
Integrations & networkingVerify

Network Integration Failure Check

External APIs, webhooks, timeouts and network failures.

vibe-integrations
Kafka & RedpandaAudit

Kafka Redpanda Audit

Events, offsets, redelivery and rebalancing.

vibe-kafka
Kafka & RedpandaImprove

Improve Kafka Redpanda

Events, offsets, redelivery and rebalancing.

vibe-kafka
KubernetesAudit

Kubernetes Platform Audit

Kubernetes deployments, resources and recovery.

vibe-kubernetes
KubernetesImprove

Improve Kubernetes Platform

Kubernetes deployments, resources and recovery.

vibe-kubernetes
Project mappingMap

AI Navigation Map

Project structure, connections and contract ownership.

vibe-map
Project mappingMap

API Navigation Map

Project structure, connections and contract ownership.

vibe-map
Project mappingMap

Auth Entitlements Map

Project structure, connections and contract ownership.

vibe-map
Project mappingMap

Bot Navigation Map

Project structure, connections and contract ownership.

vibe-map
Project mappingMap

Domain Data Map

Project structure, connections and contract ownership.

vibe-map
Project mappingMap

Integration Map

Project structure, connections and contract ownership.

vibe-map
Project mappingMap

Ownership & Invariant Map

Project structure, connections and contract ownership.

vibe-map
Project mappingMap

Product Capability Map

Project structure, connections and contract ownership.

vibe-map
Project mappingMap

Product Journey Map

Project structure, connections and contract ownership.

vibe-map
Project mappingMap

Product Metrics Events Map

Project structure, connections and contract ownership.

vibe-map
Project mappingMap

Product Requirements Map

Project structure, connections and contract ownership.

vibe-map
Project mappingMap

RBAC ABAC Policy Map

Project structure, connections and contract ownership.

vibe-map
Project mappingMap

Risk & Release Map

Project structure, connections and contract ownership.

vibe-map
Project mappingMap

Runtime Flow Map

Project structure, connections and contract ownership.

vibe-map
Project mappingMap

SaaS Navigation Map

Project structure, connections and contract ownership.

vibe-map
Project mappingMap

Test Coverage Map

Project structure, connections and contract ownership.

vibe-map
Project mappingMap

Traceability Map

Project structure, connections and contract ownership.

vibe-map
MCP servers & clientsAudit

MCP Server Audit

MCP versions, tool contracts, transport and authorization.

vibe-mcp
MCP servers & clientsImprove

Improve MCP Server

MCP versions, tool contracts, transport and authorization.

vibe-mcp
Mobile appsAudit

Mobile App Audit

Navigation, offline behavior, permissions and releases.

vibe-mobile
Mobile appsImprove

Improve Mobile App

Navigation, offline behavior, permissions and releases.

vibe-mobile
Mobile appsVerify

Mobile Release & Offline Check

Navigation, offline behavior, permissions and releases.

vibe-mobile
NoSQLAudit

NoSQL Databases Audit

Keys, indexes, consistency and hot partitions.

vibe-nosql
NoSQLImprove

Improve NoSQL Databases

Keys, indexes, consistency and hot partitions.

vibe-nosql
Notification deliveryAudit

Notification Delivery Audit

Notifications, consent, delivery and deduplication.

vibe-notifications
Notification deliveryImprove

Improve Notification Delivery

Notifications, consent, delivery and deduplication.

vibe-notifications
Metrics, logs & alertsAudit

Observability Stack Audit

Metrics, logs, dashboards and actionable alerts.

vibe-observability
Metrics, logs & alertsImprove

Improve Observability Stack

Metrics, logs, dashboards and actionable alerts.

vibe-observability
Infrastructure & background jobsAudit

Background Jobs Audit

CI/CD, configuration and background jobs.

vibe-ops
Infrastructure & background jobsImprove

Improve Background Jobs

CI/CD, configuration and background jobs.

vibe-ops
Infrastructure & background jobsImprove

Deploy Bootstrap

CI/CD, configuration and background jobs.

vibe-ops
Infrastructure & background jobsVerify

Incident Recovery Check

CI/CD, configuration and background jobs.

vibe-ops
Infrastructure & background jobsImprove

Improve Incident Remediation

CI/CD, configuration and background jobs.

vibe-ops
Infrastructure & background jobsAudit

Incident Triage Audit

CI/CD, configuration and background jobs.

vibe-ops
Infrastructure & background jobsImprove

Improve Infra Ops

CI/CD, configuration and background jobs.

vibe-ops
PaymentsAudit

Payments Provider Audit

Payment events, reconciliation and plan entitlements.

vibe-payments
PaymentsImprove

Improve Payments Provider

Payment events, reconciliation and plan entitlements.

vibe-payments
Quick bug discoveryFind a bug

Instant Architecture Probe

One area, one proven bug and a verified fix.

vibe-probe
Quick bug discoveryFind a bug

Instant Backend Probe

One area, one proven bug and a verified fix.

vibe-probe
Quick bug discoveryFind a bug

Instant Frontend Probe

One area, one proven bug and a verified fix.

vibe-probe
Quick bug discoveryFind a bug

Instant UI-UX Visual Probe

One area, one proven bug and a verified fix.

vibe-probe
Product & UXAudit

Form & Data UI Audit

Requirements, interfaces and user journeys.

vibe-product
Product & UXImprove

Improve Form & Data UI

Requirements, interfaces and user journeys.

vibe-product
Product & UXAudit

Onboarding Activation Audit

Requirements, interfaces and user journeys.

vibe-product
Product & UXVerify

Product Acceptance Check

Requirements, interfaces and user journeys.

vibe-product
Product & UXAudit

Product Requirements Audit

Requirements, interfaces and user journeys.

vibe-product
Product & UXImprove

Improve Product UI

Requirements, interfaces and user journeys.

vibe-product
Product & UXAudit

UX Flow Audit

Requirements, interfaces and user journeys.

vibe-product
Product & UXImprove

Improve UX Flow

Requirements, interfaces and user journeys.

vibe-product
Quality & readinessAudit

Test Coverage Audit

Test coverage and release readiness.

vibe-quality
Quality & readinessImprove

Improve Test Harness

Test coverage and release readiness.

vibe-quality
Quality & readinessVerify

Visual Regression Check

Test coverage and release readiness.

vibe-quality
RabbitMQAudit

RabbitMQ Audit

Routing, acknowledgements and redelivery.

vibe-rabbitmq
RabbitMQImprove

Improve RabbitMQ

Routing, acknowledgements and redelivery.

vibe-rabbitmq
Realtime interfacesAudit

Realtime Frontend Audit

Client caches, optimistic updates and reconnection.

vibe-realtime
Realtime interfacesImprove

Improve Realtime Frontend

Client caches, optimistic updates and reconnection.

vibe-realtime
Delivery & recoveryAudit

Delivery Recovery Audit

Releases, backups, rollbacks and recovery.

vibe-recovery
Delivery & recoveryImprove

Improve Delivery Recovery

Releases, backups, rollbacks and recovery.

vibe-recovery
Delivery & recoveryVerify

Release Artifact Trust Check

Releases, backups, rollbacks and recovery.

vibe-recovery
Redis & queuesAudit

Redis Job Queues Audit

Redis Streams, BullMQ, ARQ and job recovery.

vibe-redis
Redis & queuesImprove

Improve Redis Job Queues

Redis Streams, BullMQ, ARQ and job recovery.

vibe-redis
Reliability & performanceAudit

Consistency Invariants Audit

Failures, race conditions, consistency and performance.

vibe-reliability
Reliability & performanceImprove

Improve Consistency Invariants

Failures, race conditions, consistency and performance.

vibe-reliability
Reliability & performanceAudit

Idempotency & Concurrency Audit

Failures, race conditions, consistency and performance.

vibe-reliability
Reliability & performanceImprove

Improve Idempotency & Concurrency

Failures, race conditions, consistency and performance.

vibe-reliability
Reliability & performanceAudit

Performance Audit

Failures, race conditions, consistency and performance.

vibe-reliability
Reliability & performanceAudit

Performance Budget Audit

Failures, race conditions, consistency and performance.

vibe-reliability
Reliability & performanceImprove

Improve Performance Budget

Failures, race conditions, consistency and performance.

vibe-reliability
Reliability & performanceImprove

Improve Performance

Failures, race conditions, consistency and performance.

vibe-reliability
Reliability & performanceAudit

Reliability Audit

Failures, race conditions, consistency and performance.

vibe-reliability
Reliability & performanceImprove

Improve Reliability

Failures, race conditions, consistency and performance.

vibe-reliability
Reliability & performanceVerify

Transactional Delivery Check

Failures, race conditions, consistency and performance.

vibe-reliability
Search indexesAudit

Search Index Audit

Search indexes, result freshness and permissions.

vibe-search
Search indexesImprove

Improve Search Index

Search indexes, result freshness and permissions.

vibe-search
Security & privacyAudit

Build Supply Chain Audit

Security, privacy and audit logs.

vibe-security
Security & privacyImprove

Improve Build Supply Chain

Security, privacy and audit logs.

vibe-security
Security & privacyAudit

Privacy Data Rights Audit

Security, privacy and audit logs.

vibe-security
Security & privacyVerify

Privacy Data Rights Check

Security, privacy and audit logs.

vibe-security
Security & privacyImprove

Improve Privacy Data Rights

Security, privacy and audit logs.

vibe-security
Security & privacyImprove

Improve Security

Security, privacy and audit logs.

vibe-security
Serverless & edgeVerify

Serverless Invocation Check

Invocation lifetime, duplicate events and runtime limits.

vibe-serverless
Serverless & edgeAudit

Serverless Runtime Audit

Invocation lifetime, duplicate events and runtime limits.

vibe-serverless
Serverless & edgeImprove

Improve Serverless Runtime

Invocation lifetime, duplicate events and runtime limits.

vibe-serverless
SQL & connectionsImprove

Improve SQL Databases

SQL queries, migrations, locks and connection pools.

vibe-sql
SQL & connectionsVerify

SQL Load Lock & Failover Check

SQL queries, migrations, locks and connection pools.

vibe-sql
Object storageAudit

Object Storage Audit

File uploads, versions, access and recovery.

vibe-storage
Object storageImprove

Improve Object Storage

File uploads, versions, access and recovery.

vibe-storage
Tasks & synthesisPlan

Evolution & Improvement

Task definition, decomposition and synthesis of findings.

vibe-task
Tasks & synthesisClose out

Iteration Closure

Task definition, decomposition and synthesis of findings.

vibe-task
Tasks & synthesisPlan

Map Synthesis

Task definition, decomposition and synthesis of findings.

vibe-task
Tasks & synthesisPlan

Synthesis

Task definition, decomposition and synthesis of findings.

vibe-task
Tasks & synthesisPlan

Task Shaping

Task definition, decomposition and synthesis of findings.

vibe-task
Tasks & synthesisPlan

Validation & Clarification

Task definition, decomposition and synthesis of findings.

vibe-task
Tasks & synthesisPlan

Workstream Decomposition

Task definition, decomposition and synthesis of findings.

vibe-task
TemporalAudit

Temporal Workflows Audit

Workflow determinism, replay and version compatibility.

vibe-temporal
TemporalImprove

Improve Temporal Workflows

Workflow determinism, replay and version compatibility.

vibe-temporal
TerraformAudit

Terraform Delivery Audit

Terraform plans, state and resource moves.

vibe-terraform
TerraformImprove

Improve Terraform Delivery

Terraform plans, state and resource moves.

vibe-terraform
Vector databasesAudit

Vector Databases Audit

Vector search, ACLs, recall and reindexing.

vibe-vectors
Vector databasesImprove

Improve Vector Databases

Vector search, ACLs, recall and reindexing.

vibe-vectors
Web rendering & server boundariesVerify

Web Server/Client Boundary Check

SSR, hydration, serialized data, caches and server actions.

vibe-web
Web rendering & server boundariesImprove

Improve Web Rendering

SSR, hydration, serialized data, caches and server actions.

vibe-web
Workflow checks & maintenanceVerify

Behavior Check

Evidence checks, map updates and plugin maintenance.

vibe-workflow
Workflow checks & maintenancePlan

Evidence Normalization

Evidence checks, map updates and plugin maintenance.

vibe-workflow
Workflow checks & maintenanceImprove

Improve Map Refresh

Evidence checks, map updates and plugin maintenance.

vibe-workflow
Workflow checks & maintenanceVerify

Map Staleness Check

Evidence checks, map updates and plugin maintenance.

vibe-workflow
Workflow checks & maintenanceAudit

Prompt Skill Sync Audit

Evidence checks, map updates and plugin maintenance.

vibe-workflow
Workflow checks & maintenanceImprove

Improve Prompt Skill Sync

Evidence checks, map updates and plugin maintenance.

vibe-workflow
Workflow checks & maintenanceAudit

Scoped Audit

Evidence checks, map updates and plugin maintenance.

vibe-workflow
Workflow checks & maintenanceImprove

Improve Scoped

Evidence checks, map updates and plugin maintenance.

vibe-workflow

Workflow instructions are in English. Prompts are available in four languages. All workflows →

CODEX + CLAUDE CODE

Get the plugin

One library. Your preferred assistant.

Installation & updates →

Codex

Open Vibe Coding in the plugin directory, install it, then start a new task.

Install in Codex ↗
$vibe Review this branch. Find bugs, explain their impact, and point to the code.

Claude Code

Run these two commands in your terminal:

claude plugin marketplace add arty-kk/vibe-coding
claude plugin install vibe-coding@vibe-coding

Start a new Claude Code session, then describe your task:

/vibe-coding:vibe Review this branch. Find bugs, explain their impact, and point to the code.

Vibe Coding is free. Your assistant’s subscription and model usage are separate.

A few useful details

What is Vibe Coding?

Vibe Coding is an open-source plugin with 46 skills and 241 workflows for Codex and Claude Code. It covers code reviews, debugging, databases, accessibility, infrastructure and AI features. Each workflow defines the scope, steps, evidence and checks for a task.

How do I use a workflow?

Install the plugin, open a workflow here, and copy its prompt for Codex or Claude Code. Add the files, behavior or change you want the assistant to work on.

Which languages are supported?

The website and prompts support English, Spanish, Russian and Simplified Chinese. The technical instructions are written in English; you can ask the assistant to respond in your language.

Does the plugin need its own account or API key?

No. It uses the tools and permissions already available to your assistant. There is no plugin server, background service or telemetry.