Build semantic search with Cloudflare Vectorize V2. Covers async mutations, 5M vectors/index, 31ms latency, returnMetadata enum changes, and V1 deprecation.
Build semantic search with Cloudflare Vectorize V2. Covers async mutations, 5M vectors/index, 31ms latency, returnMetadata enum changes, and V1 deprecation.
Diagnose and create Cloudflare VPC Services for Workers to access private APIs in AWS, Azure, GCP, or on-premise networks.
Build edge-first TypeScript applications on Cloudflare Workers. Covers Workers API, Hono framework, KV/D1/R2 storage, Durable Objects, Queues, and testing patterns.
Set up Cloudflare Workers with Hono routing, Vite plugin, and Static Assets. Prevents 10 errors including export syntax, routing conflicts, Vite 8 nodejs_compat, base opt — from…
Set up Cloudflare Workers with Hono routing, Vite plugin, and Static Assets. Prevents 10 errors including export syntax, routing conflicts, Vite 8 nodejs_compat, base opt — from…
Scaffold and deploy Cloudflare Workers with Hono routing, Vite plugin, and Static Assets. Workflow: describe project, scaffold structure, configure bindings, deploy.
Cloudflare Workers の deploy、smoke test、失敗時 rollback を設計・レビューする。本番 CD とリリース障害に使う。複数サービスのデータ整合性には cloudflare-data-pipeline を使う。
Cloudflare Workers, KV, Durable Objects, and edge computing development. Use for serverless APIs, caching, rate limiting, real-time features.
Deploy, maintain, and operate Myco's multi-worker Cloudflare infrastructure including team sync D1/Vectorize deployment, cloud MCP server operations, collective worker…
Query and analyze Cloudflare Workers logs. Use for debugging workers, checking error rates, viewing request logs.
Rapid development with Cloudflare Workers - build and deploy serverless applications on Cloudflare's global network.
Cloudflare Workers AI essentials - text generation, embeddings, image generation, streaming. Trigger: When working with Workers AI, LLMs, text generation, embeddings, image…
Run LLMs and AI models on Cloudflare's GPU network with Workers AI. Includes Llama 4, Gemma 3, Mistral 3.1, Flux images, BGE embeddings, streaming, and AI Gateway.
Run LLMs and AI models on Cloudflare's GPU network with Workers AI. Includes Llama 4, Gemma 3, Mistral 3.1, Flux images, BGE embeddings, streaming, and AI Gateway.
Architect, build, and deploy production-grade Cloudflare Workers, Durable Objects, D1, KV, and edge API architectures using Wrangler, TypeScript, and Hono.
Design Cloudflare Workers solutions end-to-end — pick the right runtime tier (Workers vs Pages vs Durable Objects vs Workers AI), the right storage (KV vs D1 vs R2 vs Durable…
Make a Cloudflare Workers app resilient to bot scans that arrive within minutes of HTTPS publication via CT Log enumeration.
Deploy Cloudflare Workers from GitHub with ZERO Cloudflare credentials stored in GitHub (no CLOUDFLARE_API_TOKEN in Actions secrets), using Workers Builds — Cloudflare's…
Complete CI/CD guide for Cloudflare Workers using GitHub Actions and GitLab CI. Use for automated testing, deployment pipelines, preview environments, secrets management, or…
Use when wrangler deploys silently fail or produce wrong artifacts, secrets upload as empty strings, custom domain DNS is not resolving, route assignment broke after rename,…
Cloudflare Workers Deployer is built around Cloudflare developer platform. The underlying ecosystem is represented by cloudflare/cloudflare-go (1,946+ GitHub stars).
Cloudflare Workers local development with Wrangler, Miniflare, hot reload, debugging. Use for project setup, wrangler.jsonc configuration, or encountering local dev, HMR, binding…
Expert in Cloudflare Workers and the Edge Computing ecosystem. Covers Wrangler, KV, D1, Durable Objects, and R2 storage.
Framework integration for Cloudflare Workers. Use when building with Hono, Remix, Next.js, Astro, SvelteKit, Qwik, or Nuxt on Workers.
Migrate to Cloudflare Workers from AWS Lambda, Vercel, Express, and Node.js. Use when porting existing applications to the edge, adapting serverless functions, or resolving…
Multi-language Workers development with Rust, Python, and WebAssembly. Use when building Workers in languages other than JavaScript/TypeScript, or when integrating WASM modules…
Cloudflare Workers observability with logging, Analytics Engine, Tail Workers, metrics, and alerting.
Auto-activates when user mentions Cloudflare Workers, edge functions, or serverless deployment. Expert in Cloudflare Workers including deployment, KV storage, and Durable Objects.
Cloudflare Workers performance optimization with CPU, memory, caching, bundle size. Use for slow workers, high latency, cold starts, or encountering CPU limits, memory issues,…
Deploy static HTML files to Cloudflare Workers with 1Password credential management. TRIGGERS - Cloudflare Workers deploy, publish static site, wrangler deploy, static hosting,…
Cloudflare Workers Runtime APIs including Fetch, Streams, Crypto, Cache, WebSockets, and Encoding. Use for HTTP requests, streaming, encryption, caching, real-time connec — from…
Cloudflare Workers Runtime APIs including Fetch, Streams, Crypto, Cache, WebSockets, and Encoding. Use for HTTP requests, streaming, encryption, caching, real-time connec — from…
Comprehensive testing guide for Cloudflare Workers using Vitest and @cloudflare/vitest-pool-workers. Use for test setup, binding mocks (D1/KV/R2/DO), integration tests, or…
Cloudflare Workflows for durable long-running execution. Use for multi-step workflows, retries, state persistence, or encountering NonRetryableError, execution failed errors.
Build durable workflows with Cloudflare Workflows (GA April 2025). Features step.do, step.sleep, waitForEvent, Vitest testing, automatic retries, and state persistence for…
Server-side tag management for third-party tools with edge execution, privacy controls, and near-zero performance impact
AWS CloudFormation infrastructure as code for stack management. Use when writing templates, deploying stacks, managing drift, troubleshooting deployments, or organizing…
Configures Amazon CloudFront content delivery across six workflows: when to use CloudFront and how it fits with AWS WAF, Shield, CloudFront Functions, Lambda@Edge, Route 53, and…
Investigates CloudGrid metrics through AI Chat, the metrics explorer, BFF GraphQL, storage-read metric query semantics, or dashboard metric evidence.
Create and debug Cloudinary transformation URLs from natural language instructions. Use when building Cloudinary delivery URLs, applying image/video transformations, optimizing…
Receive and verify Cloudinary webhooks (notifications). Use when setting up a Cloudinary notification receiver, verifying the x-cld-signature and x-cld-timestamp headers with the…
Reviews CloudKit code for container setup, record handling, subscriptions, and sharing patterns. Use when reviewing code with import CloudKit, CKContainer, CKRecord, CKShare, or…
CloudKit sync and sharing debugging specialist. Use when encountering CloudKit sync issues, schema problems, sharing bugs, or CKRecord errors.
Deploy this app's CloudKit record schema from the Development environment to Production, safely — includes preflight checks and mandatory human-confirmation gates before anything…
Manage cloud development sandboxes with cloudrouter. Create, sync, and access remote VMs with GPU support, Docker, and browser automation.
Build business-as-usual baselines from normalized AWS CloudTrail observations. Use when analyzing AWS control-plane activity to understand normal business operations,…
Convert AWS CloudTrail event clusters, baselines, detection candidates, or evidence packs into business-context triage findings.
Generate portable AWS CloudTrail detection specifications from a CloudTrail business baseline, normalized observations, or evidence pack.
Collect reproducible AWS CloudTrail management events through CloudTrail LookupEvents. Use when making live AWS CloudTrail calls across accounts, roles, regions, event names, and…
Normalize AWS CloudTrail records into a stable business-analysis observation schema. Use when working with CloudTrail LookupEvents output, raw CloudTrail JSON, CloudTrail JSONL,…
Package actual raw AWS CloudTrail events into reproducible evidence bundles. Use when extracting CloudTrail records from LookupEvents output, CloudTrail JSON/JSONL, QRadar or SIEM…
Package AWS CloudTrail baselines, evidence packs, detection specs, and business triage into customer-facing reports.
AWS CloudWatch monitoring for logs, metrics, alarms, and dashboards. Use when setting up monitoring, creating alarms, querying logs with Insights, configuring metric filt — from…
Diagnoses .NET Framework CLR activation issues using CLR activation logs (CLRLoad logs) produced by mscoree.dll.
Master Kubernetes cluster administration, from initial setup through production management. Learn cluster installation, scaling, upgrades, and HA strategies.
Master Kubernetes cluster administration, from initial setup through production management. Learn cluster installation, scaling, upgrades, and HA strategies.
Create, delegate to, and tear down per-cluster Cluster Agent Hermes profiles. Use whenever a GKE cluster is onboarded or deleted, or whenever a single-cluster runtime…
Kolibri AI Hive-Mind Agent: Автоматизация взаимодействия с удаленными серверами и развертывание. Use when you need to act as cluster-devops.
· Check Kubernetes cluster health with read-only diagnostics. Triggers: 'cluster health', 'health check', 'cluster status', 'diagnostics', 'post-maintenance check', 'node status'.