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Configure Supabase local development with the CLI, Docker, and migration workflow. Use when initializing a Supabase project locally, starting the local stack, writing migrations, seeding data, or iterating on schema changes. Trigger with phrases like…
原文语言：英语
Configure CI/CD pipelines for Apify Actor builds and deployments. Use when automating Actor deployment via GitHub Actions, running integration tests against the live Apify API, or building CI/CD for scrapers that push to the Apify platform. Trigger with…
原文语言：英语
Diagnose and fix common Apify Actor and API errors. Use when an Apify run fails, an API call returns 401/403/404/413/429, a proxy connection drops, an Actor build breaks, or a scrape hits an anti-bot block, and you need the cause plus a copy-paste fix.…
原文语言：英语
Build a complete web scraping Actor with Crawlee and deploy to Apify. Use when you need end-to-end web scraping on Apify: defining an input schema, building a router-based Crawlee crawler, extracting structured data, storing results in a dataset, testing…
原文语言：英语
Manage Apify datasets, key-value stores, and request queues programmatically, and orchestrate multi-Actor pipelines. Use when you need to read or write Apify datasets, export scraped data to CSV/JSON/XLSX, store config or binary artifacts in a key-value…
原文语言：英语
Optimize Apify platform costs through memory tuning, compute unit management, and proxy budgeting. Use when analyzing Apify billing, reducing Actor run costs, or implementing usage monitoring and budget alerts. Trigger with "apify cost", "apify billing",…
原文语言：英语
Collect Apify debug evidence for support tickets and troubleshooting. Use when an Actor run has failed, is stuck, or produced empty output and you need to gather run metadata, logs, dataset samples, and environment info before opening a support ticket.…
原文语言：英语
Deploy Apify Actors and integrate scraping into external applications. Use when deploying an Actor to the platform, integrating Actor results into a web app (Next.js, Express), wiring webhooks, or scheduling scraping pipelines. Trigger with "deploy apify…
原文语言：英语
Run your first Apify Actor and retrieve results via apify-client. Use when starting a new Apify integration, testing connectivity, or learning the Actor call/dataset retrieval pattern. Trigger with "apify hello world", "apify example", "run an apify actor",…
原文语言：英语
Install and configure Apify SDK, CLI, and API client authentication. Use when setting up a new Apify project, configuring API tokens, or initializing apify-client / Apify SDK in your codebase. Trigger with "install apify", "setup apify", "apify auth",…
原文语言：英语
Set up local Apify Actor development with the Apify CLI and Crawlee. Use when creating Actors locally, testing with the apify run command, inspecting local storage, or establishing a fast develop-test-deploy cycle before pushing to the platform. Trigger with…
原文语言：英语
Optimize Apify Actor performance: crawl speed, memory usage, concurrency, and proxy rotation. Use when Actors are slow, consuming too much memory, or being blocked by target sites, or when a crawl is too expensive per run. Trigger with "apify performance",…
原文语言：英语
Production readiness checklist for Apify Actor deployments. Use when deploying an Actor to production, preparing for launch, or validating Actor configuration, scheduling, monitoring, and rollback before going live. Trigger with "apify production", "deploy…
原文语言：英语
Handle Apify API rate limits with proper backoff and request queuing. Use when hitting 429 errors, optimizing API request throughput, or implementing rate-aware client wrappers. Trigger with "apify rate limit", "apify throttling", "apify 429", "apify retry",…
原文语言：英语
Production-grade architecture patterns for Apify-powered applications. Use when designing scraping infrastructure, building multi-Actor pipelines, or integrating Apify into a larger system architecture. Trigger with "apify architecture", "apify best…
原文语言：英语
Production-ready patterns for Apify SDK and apify-client in TypeScript. Use when building Actors with Crawlee, managing datasets/KV stores, or implementing robust client wrappers with retry and validation. Trigger with "apify SDK patterns", "apify best…
原文语言：英语
Secure Apify API tokens, configure proxy access, and protect Actor data. Use when hardening API key management, setting up environment-specific tokens, rotating a leaked token, or auditing Apify security configuration. Trigger with "apify security", "apify…
原文语言：英语
Upgrade Apify SDK, apify-client, and Crawlee versions safely. Use when migrating between SDK versions, handling breaking changes, or updating from Apify SDK v2 to v3 (Crawlee split). Trigger with "upgrade apify", "apify migration", "apify breaking changes",…
原文语言：英语
Implement Apify webhooks for Actor run notifications and event-driven pipelines. Use when setting up run completion alerts, building event-driven scraping pipelines, or configuring ad-hoc webhooks for individual runs. Trigger with "apify webhook", "apify…
原文语言：英语
Run ClickHouse integration tests in CI with GitHub Actions and Docker containers. Use when setting up automated testing against a real ClickHouse instance, configuring CI pipelines, or implementing schema validation in CI. Trigger with "clickhouse CI",…
原文语言：英语
Diagnose and fix the top 15 ClickHouse errors — query failures, insert problems, memory limits, and merge issues. Use when a ClickHouse query or insert throws an exception, a server-side error appears in logs, or a failed query needs root-cause analysis.…
原文语言：英语
Design ClickHouse schemas with MergeTree engines, ORDER BY keys, and partitioning. Use when creating new tables, choosing an engine, designing sort keys, or modeling data for analytical workloads on ClickHouse or ClickHouse Cloud. Trigger with "clickhouse…
原文语言：英语
Insert, query, and aggregate data in ClickHouse with real SQL patterns. Use when writing analytical queries, inserting data at scale, building dashboards, or implementing materialized views for pre-aggregation. Trigger with "clickhouse query", "clickhouse…
原文语言：英语
Optimize ClickHouse Cloud costs — compute scaling, storage tiering, compression, and query efficiency for lower bills. Use when analyzing ClickHouse Cloud bills, reducing storage costs, or optimizing compute utilization. Trigger with "clickhouse cost",…
原文语言：英语
Handle data lifecycle in ClickHouse — TTL expiration, data deletion (GDPR), column-level encryption, and audit logging with real ClickHouse SQL. Use when implementing data retention, fulfilling GDPR/CCPA deletion requests, or managing sensitive data in…
原文语言：英语
Collect ClickHouse diagnostic data — system tables, query logs, merge status, and server metrics for support tickets and troubleshooting. Use when investigating persistent issues, preparing debug artifacts, or collecting evidence for ClickHouse support.…
原文语言：英语
Deploy ClickHouse-backed applications to Vercel, Fly.io, and Cloud Run with connection pooling, secrets, and health checks. Use when deploying applications that connect to ClickHouse Cloud, configuring platform secrets, or setting up deployment pipelines to…
原文语言：英语
Configure ClickHouse enterprise RBAC — SQL-based users, roles, row policies, column-level grants, and quota management. Use when setting up multi-user access control, implementing tenant isolation, or configuring enterprise security for ClickHouse. Trigger…
原文语言：英语
Create your first ClickHouse table, insert data, and run analytical queries. Use when starting a new ClickHouse project, learning MergeTree basics, or testing your ClickHouse connection with real operations. Trigger with "clickhouse hello world", "first…
原文语言：英语
ClickHouse incident response — triage, diagnose, and remediate server issues using system tables, kill stuck queries, and execute recovery procedures. Use when ClickHouse is slow, unresponsive, OOM-killed, out of disk, backing up merges, or producing errors…
原文语言：英语
Install @clickhouse/client and configure authentication to ClickHouse Cloud or self-hosted. Use when setting up a new ClickHouse project, configuring connection strings, or initializing the official Node.js or Python client. Trigger with "install clickhouse",…
原文语言：英语
Run ClickHouse locally with Docker, configure test fixtures, and iterate fast. Use when setting up a local ClickHouse dev environment, writing integration tests against ClickHouse, or running ClickHouse in Docker Compose for local work. Trigger with…
原文语言：英语
Execute ClickHouse schema migrations — ALTER TABLE operations, data migration between engines, versioned migration runners, and zero-downtime schema changes. Use when modifying ClickHouse schemas, migrating data between tables, or implementing versioned…
原文语言：英语
Configure ClickHouse across dev, staging, and production with environment-specific settings, secrets management, and infrastructure-as-code patterns. Use when setting up per-environment ClickHouse instances, managing connection configs, wiring secrets per…
原文语言：英语
Monitor ClickHouse with Prometheus metrics, Grafana dashboards, system table queries, and alerting for query performance, merge health, and resource usage. Use when setting up ClickHouse monitoring, building Grafana dashboards, or configuring alerts for…
原文语言：英语
Optimize ClickHouse query performance with indexing, projections, settings tuning, and query analysis using system tables. Use when queries are slow, investigating performance bottlenecks, or tuning ClickHouse server settings. Trigger with "clickhouse…
原文语言：英语
Production readiness checklist for ClickHouse — server tuning, backup, monitoring, and deployment verification. Use when launching a ClickHouse deployment, doing a go-live review, or auditing production readiness before flipping traffic. Trigger with…
原文语言：英语
Configure ClickHouse query concurrency, memory quotas, and connection limits. Use when hitting "too many simultaneous queries", managing concurrent users, or tuning server-side resource limits so an app never starves the cluster. Trigger with "clickhouse rate…
原文语言：英语
Production reference architecture for ClickHouse-backed applications — project layout, data flow, multi-tenant patterns, and operational topology. Use when designing a new ClickHouse system, reviewing an existing analytics architecture, or establishing…
原文语言：英语
Production-ready patterns for @clickhouse/client — streaming inserts, typed queries, error handling, and connection management. Use when building robust ClickHouse integrations, implementing streaming inserts or low-memory streaming reads, or establishing…
原文语言：英语