Vibe Coding
ChatGPT pluginMap, review and improve code
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not on the featured shelf
Movement
From our daily snapshots over the last 30 days.
Rank by placement
Rank in Productivity
In its category
How this plugin compares with others in the same category. Positions are counted within the category, not across the whole directory.
Productivity1,037th of 1,371 by placement
| # | Plugin | Position | 7d |
|---|---|---|---|
| 1034 | #4987 | — | |
| 1035 | #4988 | — | |
| 1036 | #4990 | — | |
| 1037 | #4994 | — | |
| 1038 | #4996 | — | |
| 1039 | #5000 | — | |
| 1040 | #5001 | — |
Vibe Coding provides 46 skills and 241 engineering workflows for Codex and Claude Code: repository mapping, task planning, code review, debugging, implementation and release checks. It covers product, backend, data, infrastructure, AI, MCP, web rendering and serverless runtimes. Each workflow works from current code and verifiable behavior, respects the requested scope, and reports changes, checks and remaining limitations. The catalog and prompts support English, Spanish, Russian and Simplified Chinese; detailed technical instructions are in English.
Example prompts
- “Map this repository and explain its main contracts.”
- “Review this branch and report actionable defects.”
- “Find and fix one backend bug, then verify the change.”
Skills
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.
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.
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.
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-domain
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.
Show all 46Show fewer
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.
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.
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.
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.
- Categories
- Sign-in
- On Install
- Availability
- Available
- Version
- 1.3.0
- Keywords
- vibe-coding, review, debugging, architecture, quality, mcp, web, localization
- Created
- September 19, 2026
- More info