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Vibe Coding

ChatGPT plugin

Map, review and improve code

View in ChatGPT directory
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Rank by placement

#4994of 6,02254places down24h—7d
#4,865#5,093#5,321#5,549Sep 13Sep 19Sep 25Oct 1Oct 7Oct 12

Rank in Productivity

#1037of 1,37123places down24h—7d
#989#1,067#1,145#1,223Sep 13Sep 19Sep 25Oct 1Oct 7Oct 12

In its category

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Productivity1,037th of 1,371 by placement
#PluginPosition7d
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1035Frontier Infra#4988—
1036Product Idea Pack#4990—
1037Vibe CodingThis page#4994—
1038Gabriel Operator#4996—
1039Flowchart Maker#5000—
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All 1,371 Productivity plugins

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 46
  • 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
Made by
Arty S. · Website
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On Install
Availability
Available
Version
1.3.0
Keywords
vibe-coding, review, debugging, architecture, quality, mcp, web, localization
Created
September 19, 2026
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