arty-kk

vibe-ai

Frame, audit or improve an existing AI feature, RAG pipeline, OCR flow, agent tools, ML pipeline, evaluation, model serving or AI governance. Select the actual model/data/tool boundary.

Audit, fix or verify repository business contracts: authentication and OAuth/OIDC sessions, RBAC/ABAC, tenant isolation, billing, data models, pipelines, notebook productionization, experiments and product analytics.

API & Backend Listed

vibe-backend

Audit or fix API contracts and conversational bot flows in an existing repository, including validation, state transitions, callbacks, permissions, and direct consumers.

vibe-cache

Audit, fix or verify cache keys, invalidation, TTL, stale reads and coherency across authoritative writes and readers. Focus on cache correctness rather than Redis queue semantics.

vibe-celery

Audit, fix or verify Celery task publication, acknowledgements, retries, time limits, prefetch, schedules and warm/cold shutdown against the actual broker and pool.

vibe-clickhouse

Audit, fix or verify ClickHouse table engines, partition/order keys, ingestion deduplication, query pruning, merges, replication and workload limits.

vibe-compatibility

Audit, implement or verify a compatibility boundary through authorized reference behavior, file/protocol reconstruction, differential comparison and golden masters.

vibe-content

Audit or edit repository-owned product copy, notification templates, localization, or public SEO/GEO metadata. Ground claims and calls to action in implemented capabilities.

Web & Frontend Listed

vibe-design

Audit or fix an existing design system or accessible interaction: tokens, shared components, keyboard, focus, semantics and responsive states. Use for design implementation work grounded in code and rendered evidence.

vibe-desktop

Audit, fix or verify browser extensions or desktop applications: IPC/messaging, permission boundaries, local storage, reload/update, native integration and packaging.

vibe-docs

Generate evidence-backed README or design documentation, synchronize stale docs, or plan and implement a scoped migration/refactor. Preserve source ownership and existing compatibility.

vibe-flags

Audit, fix or verify feature flag defaults, targeting, backend/UI enforcement, exposure events, kill switches and removal ownership.

vibe-go-rust

Audit, fix or verify Go goroutine or Rust async task ownership, cancellation, pools, backpressure, errors and ordered service shutdown.

vibe-harness

Audit, fix or verify agent harness state machines, checkpoint/resume, bounded fan-out, cancellation, durable side effects and replay. This concerns application orchestration code, not creating assistant tasks.

vibe-integrations

Audit, fix or verify outbound clients, deadlines, retries, trusted proxies, TLS, webhooks and server WebSocket/SSE lifecycle under bounded failure scenarios.

vibe-kafka

Audit, fix or verify Kafka/Redpanda ordering, producer guarantees, consumer offsets, rebalances, schema compatibility, retry and replay boundaries.

vibe-kubernetes

Audit, fix or verify Kubernetes workload rendering, rollout, probes, scheduling, storage, network policy and graceful shutdown for the actual target environment.

vibe-map

Create or refresh evidence-backed repository maps of product capabilities, navigation, owners, data, runtime, permissions, tests, and releases. Use for understanding a codebase or explicitly requested maps.

vibe-mcp

Audit, fix or verify an MCP server or client: protocol-version compatibility, tool schemas/results, transport, discovery and authorization. Use for MCP integration defects; general agent planning and RAG belong to vibe-ai.

vibe-mobile

Audit, fix or verify mobile navigation, offline/sync, secure storage, platform permissions, deep links and release configuration for the changed feature.

vibe-nosql

Audit, fix or verify engine-specific NoSQL keys, conditional writes, atomicity, indexes, hot partitions, TTL, change streams and failover.

vibe-notifications

Audit, fix or verify notification eligibility, consent, templates, queues, provider status, retry deduplication and delivery recovery. Code work is not authorization to contact real recipients.

vibe-observability

Audit, fix or verify Prometheus, Grafana or VictoriaLogs signal semantics, alert rules, dashboards, correlation, tenant scope and cardinality costs in a repository.

vibe-ops

Audit or fix runtime configuration, background jobs and CI/CD in a repository. Bootstrap deployment files only for a requested and evidenced deployment target; do not choose a provider by default.

vibe-payments

Audit, fix or verify payment provider adapters, signed webhooks, idempotency, event ordering, reconciliation and entitlement consistency. Use sandbox fixtures for payment scenarios.

vibe-probe

Run one bounded bug-finding probe in an unvisited backend, frontend, architecture or visual area. Fix one proven defect when requested, retain visible thread history, and stop after one primary area.

vibe-product

Audit or implement a selected product requirement, UI behavior, user journey, onboarding, form, or data table; verify acceptance and metric alignment against an existing repository.

vibe-quality

Audit test coverage or release readiness, improve an existing test harness, or verify visual regressions. For review of a concrete diff use vibe-review.

vibe-rabbitmq

Audit, fix or verify RabbitMQ topology, confirms, routing, acknowledgements, prefetch, dead lettering, connection ownership and redelivery recovery.

vibe-realtime

Audit, fix or verify client query caches, optimistic mutations, event sequence gaps, WebSocket/SSE reconnect, persisted state and rendering cost in realtime UIs.

vibe-recovery

Audit, fix or verify artifact provenance, release promotion, rollback compatibility, backup integrity and disaster recovery. Restore and failure drills require an appropriate authorized environment.

vibe-redis

Audit, fix or verify Redis Streams, BullMQ or ARQ job identity, locks, acknowledgements, retention, backpressure and recovery. Respect the selected framework delivery semantics.

vibe-reliability

Audit or fix a concrete reliability, consistency, idempotency, concurrency, hot-path performance or resource-budget problem. Use current code and measurements to identify the limiting owner.

vibe-review

Review an explicit patch, PR, branch or working-tree delta and its direct contract dependencies. Default to findings only; fix review defects when requested. Use for patch review, not whole-repository audits.

vibe-search

Audit, fix or verify document indexing, search ACLs, freshness, ranking/filter behavior, reindexing and failure recovery against product expectations.

vibe-security

Audit, fix or verify a requested application security, abuse-defense, privacy/data-rights or audit-log boundary using reachable evidence. Do not run a broad security audit for ordinary edits.

DevOps & Infrastructure Listed

vibe-serverless

Audit, fix or verify serverless and edge invocation lifetime, duplicate events, environment reuse and provider runtime limits. Use for existing Lambda/Workers or similar runtime defects; SSR/hydration belongs to vibe-web.

API & Backend Listed

vibe-sql

Audit, fix or verify SQL queries, indexes, locks, transactions, migration compatibility, connection pools, replica consistency and failover against the selected engine.

vibe-storage

Audit, fix or verify object storage authorization, key/version identity, multipart uploads, checksums, presigned URLs, lifecycle and restore.

vibe-task

Shape implementation tasks, validate scope, reconcile findings, decompose large objectives, or close an iteration. Use for requested planning and synthesis, not as a mandatory step before every edit.

vibe-temporal

Audit, fix or verify Temporal workflow determinism, Activities, signal/update handling, history bounds, replay and worker version compatibility.

vibe-terraform

Audit, fix or verify Terraform module contracts, exact plans, state identity, drift, moved/import refactors and recovery. Preparing changes does not itself authorize applying them.

vibe-vectors

Audit, fix or verify vector embedding/schema compatibility, tenant filters, upserts/deletes, ANN recall, reindex migration and degraded retrieval.

Web & Frontend Listed

vibe-web

Audit, fix or verify web server/client boundaries: SSR, hydration, serialized data, route caches, server actions and navigation in an existing framework. Use for rendering/runtime defects; product UX and visual design have separate skills.

vibe-workflow

Normalize evidence, check or refresh stale repository maps, maintain this Vibe Coding plugin, or perform a scoped audit/fix/check when no specialized domain recipe fits.

vibe

Use Vibe Coding when the user explicitly invokes the plugin without choosing a specialized skill, asks what it can do, or requests help choosing a workflow. Route by requested outcome and domain; do not trigger for every coding task.