arty-kk/vibe-coding

Choose a Vibe Coding workflow when the user invokes the plugin or asks which skill to use. Do not activate for every coding task.

Audit, implement or verify AI features, RAG, OCR, model tools, ML pipelines, evaluation or serving at the selected model/data boundary.

Audit, implement or verify API contracts and bot flows: schemas, validation, state, permissions and direct consumers.

Audit, repair or verify shared cache identity, invalidation and freshness. Redis job delivery belongs to vibe-redis.

Audit, repair or verify Celery delivery, retries and worker lifecycle using the actual broker, backend and pool.

Audit, repair or verify ClickHouse ingestion, table/merge semantics and query resource use.

Reconstruct, implement or verify a compatibility contract using an authorized reference and differential fixtures.

Review or edit product copy, localization, notification templates and public SEO/GEO metadata against implemented behavior.

Audit or repair repository design-system and accessibility behavior: tokens, components, responsive layout, semantics, keyboard and focus.

Audit, repair or verify browser-extension or desktop-app permissions, IPC, local data, update and packaging behavior.

Create or synchronize repository docs; plan or implement a scoped refactor or migration using current code and contracts.

Audit, repair or verify application identity, access policy, tenancy, entitlements, data models/pipelines, experiments or product events.

Audit, repair or verify feature-flag targeting, enforcement, fallback, exposure and removal.

Audit, repair or verify Go/Rust service task ownership, cancellation, concurrency, resource bounds and shutdown.

Audit, repair or verify an application's agent-run state machine, checkpoint/resume and durable effects. This concerns orchestration code, not creating assistant chats or delegating the user's task.

Audit, repair or verify outbound clients, proxies/TLS, webhooks and server stream lifecycle under selected failure conditions.

Audit, repair or verify Kafka/Redpanda delivery, ordering, offsets, schema compatibility, rebalance and replay.

Audit, repair or verify rendered Kubernetes workloads, probes, scheduling, policy, storage and rollout behavior.

Explain a repository or create/update a requested map of capabilities, owners, data, runtime or verification.

Audit, implement or verify MCP discovery, schemas, transport, result handling and authorization for supported versions.

Audit, repair or verify mobile navigation, offline/sync, permissions, local data, deep links and release configuration.

Audit, repair or verify NoSQL access using the actual engine’s key, atomicity, indexing, consistency and recovery semantics.

Audit, repair or verify notification eligibility, provider delivery, retries and status. Template wording belongs to vibe-content.

Audit, repair or verify metric/log semantics, dashboards, alerts, correlation and telemetry resource costs.

Audit or repair runtime configuration, jobs, CI/CD or an incident. Prepare deployment files only for the selected target.

Audit, repair or verify payment-provider events, billing transitions and reconciliation using safe fixtures or sandbox.

Inspect one repository area for a proven bug; fix it when requested. Use for bounded bug discovery, not a whole-project audit.

Audit, implement or verify a selected requirement, user journey, onboarding, form or data interface.

Audit test coverage or release readiness, repair a test harness, or verify rendered visual changes.

Audit, repair or verify RabbitMQ routing, confirms, acknowledgments, redelivery and connection recovery.

Audit, repair or verify client query state, optimistic mutations, event continuity, reconnect and rendering costs.

Audit, repair or verify exact release artifacts, rollout/rollback compatibility and backup restoration.

Audit, repair or verify Redis Streams, BullMQ or ARQ job identity, leases, acknowledgment, retention and recovery.

Audit, repair or verify a selected consistency, concurrency, failure-handling or measured resource-budget problem.

Review a patch, PR or branch against its intended behavior; repair in-scope defects when authorized and repeat Patch Checking until clean or blocked. Use for changed code and its direct contracts.

Audit, repair or verify application search indexing, authorization, freshness, result ranking/filters and reindex recovery.

Audit, repair or verify a requested application-security, abuse, privacy or audit-log boundary; do not broaden ordinary edits into hardening.

Audit, repair or verify invocation lifetime, reuse, duplicate triggers and provider limits. Web rendering belongs to vibe-web.

Audit, repair or verify SQL queries, transactions, locks, migrations, pools and replica/failover behavior.

Audit, repair or verify object-storage authorization, identity, upload integrity, lifecycle and recovery.

Turn requests or findings into implementation-ready tasks, validate their acceptance and dependencies, or close an iteration against evidence. Use for task design and synthesis, not as a compulsory prelude to a known fix.

Audit, repair or verify Temporal determinism, Activities, message handling, replay and worker-version compatibility.

Audit, repair or verify Terraform module, plan and state identity, drift or resource moves; preparation does not authorize apply.

Audit, repair or verify embedding/index compatibility, tenant filters, retrieval quality, freshness and reindex recovery.

Audit, repair or verify SSR, hydration, serialized data, route caches, server mutations and navigation in the actual framework.

Maintain Vibe Coding's prompt workflows and retrieval, reconcile evidence, refresh stale maps, or run a scoped audit/repair/check when no domain workflow fits. Select the specific utility; do not turn an ordinary task into package maintenance.