Use when developing custom Clippy lints, implementing lint passes, and contributing to Clippy for Rust code standards.

Use when applying Clippy lint categories for Rust code including correctness, performance, style, and custom lint configuration.

Develop features for the Cljr Clojure-to-.NET compiler. Use when adding emitter features, expression types, analyzer support, or testing features. Guides the complete workflow from Expr.cs to C# tests to NRepl verification. Critical for REPL-oriented development.

clojure-coffi

Use this skill BEFORE using writing any Clojure code. It teaches how to use the Clojure REPL (via brepl) so you can test code, check if edited files compile, verify function behavior, or interact with a running REPL session.

Property-based testing with clojure.test.check. Use when writing generative tests, creating custom generators, or debugging shrinking behavior. Triggers on test.check imports, prop/for-all, gen/* usage, or questions about property-based testing in Clojure.

Trove is a minimal logging facade for Clojure/Script supporting both traditional and structured logging. Use when writing libraries that need logging without forcing a backend choice, or when you need rich data-oriented logging with flexible filtering.

clone-website

Design closed-loop prompts with Request-Validate-Resolve structure for reliable agentic workflows. Use when creating self-validating agents, adding feedback loops, or improving agent reliability through verification.

Align with cloud architecture frameworks (Microsoft CAF, AWS Well-Architected). Check alignment with pillars, identify gaps.

Senior Cloud Architect specializing in AWS, Azure, and GCP multi-cloud strategies with expertise in cost optimization, infrastructure design, and enterprise cloud migration. Use when designing cloud architecture, planning migrations, optimizing cloud costs, or implementing multi-cloud strategies.

End-to-end cloud deployment skill for Kubernetes (AKS/GKE/DOKS) with CI/CD pipelines. Covers managed services integration (Neon, Upstash), ingress configuration, SSL certificates, GitHub Actions workflows with selective builds, and Next.js build-time vs runtime environment handling. Battle-tested from 9-hour deployment session.

Tool suite for deploying and managing Google Cloud Run services. Use for deployments, logging, and service inspection.

cloudflare-agents

cloudflare-api-orchestration

Guide for implementing Cloudflare Browser Rendering - a headless browser automation API for screenshots, PDFs, web scraping, and testing. Use when automating browsers, taking screenshots, generating PDFs, scraping dynamic content, extracting structured data, or testing web applications. Supports REST API, Workers Bindings (Puppeteer/Playwright), MCP servers, and AI-powered automation. (project)

Use this skill whenever the user wants to set up, refactor, or maintain a GitHub Actions CI/CD pipeline for deploying Cloudflare Workers/Pages apps (e.g. Hono + TypeScript) with D1/R2, including tests, build, migrations, and multi-environment deploys.

cloudflare-cron-triggers

Cloudflare Cron Triggers for scheduled Workers execution. Use for periodic tasks, scheduled jobs, or encountering handler not found, invalid cron expression, timezone errors.

cloudflare-d1

cloudflare-email-routing

cloudflare-full-stack-integration

cloudflare-hyperdrive

cloudflare-images

cloudflare-kv

cloudflare-mcp-server

Deploy Next.js to Cloudflare Workers via OpenNext adapter. Use for SSR, ISR, App/Pages Router, or encountering worker size limits, runtime compatibility, connection scoping errors.

Use this skill whenever the user wants to improve or set up logging, tracing, metrics, and monitoring for Cloudflare Workers/Pages (e.g. Hono + TypeScript), including Wrangler tail, Workers Analytics, log structure, and integration with external tools like Sentry.

This skill provides guidance on Cloudflare's platform products and services that integrate with Workers. It covers storage options (KV, R2, D1), coordination services (Durable Objects, Queues), data s

cloudflare-queues

cloudflare-sandbox

Cloudflare Sandboxes SDK for secure code execution in Linux containers at edge. Use for untrusted code, Python/Node.js scripts, AI code interpreters, git operations.

Expert guidance for deploying TypeScript SvelteKit apps to Cloudflare Workers (edge) with D1. Use when configuring @sveltejs/adapter-cloudflare, Wrangler config, Workers Assets, D1 bindings/migrations, or when writing precise step-by-step deployment instructions for SvelteKit on Cloudflare Workers/Pages with D1.

cloudflare-worker-base

Use this skill whenever the user wants to deploy, configure, or refine deployment of a Hono/TypeScript backend (or similar Worker) to Cloudflare Workers/Pages using Wrangler, including wrangler.toml, environments, bindings, and basic release workflows.

cloudflare-workers-ai

Cloudflare Workers local development with Wrangler, Miniflare, hot reload, debugging. Use for project setup, wrangler.jsonc configuration, or encountering local dev, HMR, binding simulation errors.

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 encountering test failures, mock errors, coverage issues.

cloudflare-workflows

CloudKit sync and sharing debugging specialist. Use when encountering CloudKit sync issues, schema problems, sharing bugs, or CKRecord errors.

Data structures and algorithms reference based on CLRS. Use this skill when implementing, discussing, or choosing data structures or algorithms. Auto-activates for algorithm selection, complexity analysis, and performance optimization. Comprehensive coverage of fundamental and advanced data structures with pseudocode examples.

Finds differentially expressed genes (markers) for clusters of T/B cells using Seurat's FindMarkers function. Performs statistical testing between clusters, identifies cluster-defining genes, and automatically runs pathway enrichment analysis (via Enrichr) on significant markers. Generates publication-ready visualizations including volcano plots, dot plots, heatmaps, and enrichment plots.

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 files (project)

Expert in Content Management Systems (CMS). Trigger this when building Blogs, Portals, or Media-heavy applications.

Configure CNF networking components including netkit BPF-programmable network devices, tcx (Traffic Control eXpress for kernel 6.6+), virtual interfaces, network namespaces, routing, and eBPF program attachment. Use when setting up network topology for eBPF-based CNFs or testing packet processing pipelines.

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End-to-end copy number variant detection workflow from BAM files. Covers CNVkit analysis for exome/targeted sequencing with visualization and annotation. Use when detecting copy number alterations from sequencing data.

Visualize copy number profiles, segments, and compare across samples. Create publication-quality plots of CNV data from CNVkit, GATK, or other callers. Use when creating genome-wide CNV plots, sample heatmaps, or chromosome-level visualizations.

Coach product managers and produce a PM Coaching Pack (context-specific definition of “good PM”, evidence-based assessment, growth bets + development plan, coaching cadence + session toolkit, follow-up tracker). Use for coaching PMs, developing PMs, leveling expectations, and creating growth plans. Category: Leadership.

Analyze codebase for patterns, issues, and improvements. Enforces analysis standards while incorporating user-specific requirements.