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…
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.
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.
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'.
Manage Kurtosis cluster settings. Switch between Docker and Kubernetes backends, list available clusters, and configure which cluster Kurtosis uses.
Dimensionality reduction and clustering for single-cell RNA-seq using Seurat (R) and Scanpy (Python).
Use when the user is about to perform a risky, large, or hard-to-reverse change so the pre-change context is recoverable.
Use when you need visual QA, screenshots, or post-deploy smoke testing through a real browser with Playwright.
Full review lifecycle — request reviews, handle feedback with technical rigor, and complete branch integration.
Unified code intelligence — Skeleton Index (zero-dep, <4s) + AST knowledge graph (CodeGraph) + architecture diagrams (Mermaid) + smart context builder.
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes — from engineering/engineering-misc
Use when looking up quick wins, access patterns, or voice map for the engineering meta layer.
Verify and lock project identity before ANY git push, Cloudflare deploy, or Supabase operation. Essential when working with multiple GitHub accounts (personal + work), multiple…
Use when starting any new project from scratch. Asks for project identity (name, GitHub org, Cloudflare account), detects project type, sets up design system, staging+production,…
Use before any deployment or completion claim. Enforces test gates, evidence-based verification, and frontend safety checks. No deploy without passing. No claims without evidence.
Strategic codebase re-direction when requirements change, architecture doesn't fit, or tech debt blocks progress. TRIZ-powered pivot protocol for large codebases.
Use when setting up deployment infrastructure for any project - establishes multi-gate deploy pipeline with test gates, build verification, frontend safety checks, and rollback…
Complete guide to setting up a reliable test gate for any project — covers stack detection, 4 core test files, script wiring, secret hygiene, and Cloudflare Workers/Pages…
CMake 3.20+ build-system guidelines for C/C++ projects. Apply when editing `CMakeLists.txt` files. Use for target-based builds, dependency management, testing setup, visibility…
Guides adding and structuring Go command entrypoints under cmd/: when to create a new cmd, layout, wiring only (no business logic), and use of internal packages.
Create or improve Makefiles with minimal complexity. Templates available: base, python-uv, python-fastapi, postgres, nodejs, go, chrome-extension, flutter, electron, static-site.
Expert guidance on Webflow CMS architecture and best practices. Use when planning collections, setting up relationships, optimizing content structure, or troubleshooting CMS…
Build Optimizely CMS components for Astro v5. Use when creating/modifying components, pages, experiences, or working with GraphQL fragments, opti-type.json, or opti-style.json…
Configure CNF networking components including netkit BPF-programmable network devices, tcx (Traffic Control eXpress for kernel 6.6+), virtual interfaces, network namespaces,…
Use when when you have mass-spectrometry data (m/z and intensity pairs or spectral matrices) paired with ground-truth molecular fingerprints or InChIKeys, and you need to learn a…
How to write Dockerfile + compose.yaml — the develop/integrate service convention, multi-stage targets, dind helpers.
Build modular CLI applications with Cobra framework. Use when structuring CLI commands, implementing modular command architecture, handling flags and arguments, or when user…
Expert skill for building CLI applications with Cobra and Viper, authored by spf13 — the original creator of both libraries.
Use when building or modifying Java/Kotlin applications with CoCache two-level distributed coherent caching.
Iterative quality convergence loop with multi-agent architecture. Reviews, scores, fixes, and re-scores code until target quality is reached.
Enter the Ship phase of CocoBrew. Reads review.md approval, generates structured commit, creates semantic version tag, optionally creates PR via gh CLI, and records deployment…