Development

Ensures the documentation demonstrates a high level of expertise in cloud-native technologies and Kubernetes.

Flow Nexus coding challenges and gamification. Use for browsing challenges, submitting solutions, tracking achievements, and competing on leaderboards.

Provides comprehensive guidance for AWS Lambda including function creation, triggers, configuration, and serverless development. Use when the user asks about AWS Lambda, needs to create Lambda functions, implement serverless functions, or work with AWS serverless computing.

Flow Nexus application marketplace and template management. Use for app publishing, discovery, deployment, and marketplace operations.

Clones HEC-HMS components (basins, met models, control specs, runs) using the CLB Engineering LLM Forward approach. Creates non-destructive, traceable, GUI-verifiable copies for QAQC comparison, scenario analysis, and parameter sensitivity testing. Use when creating alternative scenarios, setting up QAQC workflows, comparing baseline vs updated models, or preserving original while testing modifications. All clones appear in HEC-HMS GUI with separate DSS outputs for side-by-side comparison. Tr...

Clone/replicate websites into production-ready Next.js 16 code using Firecrawl MCP. Use when user asks to: clone website, vibe clone, replicate landing page, copy website design, rebuild this site, recreate this page, clone specific sections (hero, pricing, footer, etc). Triggers: "clone this website", "vibe clone [url]", "replicate this landing page", "rebuild this site in Next.js", "clone the hero section from [url]", "copy this design".

Guide Clojure and ClojureScript development using REPL-driven workflow, coding conventions, and best practices. Use when writing, developing, or refactoring Clojure/ClojureScript code.

Guide Clojure and ClojureScript development using REPL-driven workflow, coding conventions, and best practices. Use when writing, developing, or refactoring Clojure/ClojureScript code.

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.

REPL debugging tool for capturing and inspecting local scope at runtime. Use when debugging functions, investigating test failures, understanding intermediate values, or when you need to recreate the runtime context of code without manually fabricating values.

Ring specification for HTTP server applications in Clojure. Use when working with: (1) Ring handlers (sync or async), (2) Ring request maps and their keys, (3) Ring response maps and their keys, (4) Ring middleware, (5) Ring adapters, (6) WebSocket responses and listeners, or when questions mention Ring spec, handler signatures, request/response map structure, or Ring protocols.

Ring Jetty adapter for running ring-compatible web servers in Clojure. Use when you are working with ring and jetty starting and need to know to configure or interact with a ring jetty

Ring core middleware for Clojure. Use when working with parameter parsing, sessions, cookies, flash messages, static files, or composing middleware stacks. Triggers on ring.middleware, wrap-params, wrap-session, wrap-cookies, or middleware composition questions.

Reference for donut.party/system - component lifecycle and dependency injection library for Clojure. Use when working with component definitions, system management, refs between components, or lifecycle signals (start/stop/suspend/resume). Triggers on donut.system imports, ::ds/start, ::ds/stop, ::ds/config, ds/ref, or component-based architecture. Prefer using donut.system over mount, integrant, and stuart sierra's component.

Async programming with channels, go blocks, and CSP in Clojure. Use when working with async operations, channel communication, pub/sub patterns, concurrent pipelines, or CSP-style coordination.

babashka.json is a cross-platform JSON abstraction for Clojure/babashka. Use when working with JSON parsing, serialization, or writing portable code that runs on both JVM and babashka.

HTTP client for Clojure and Babashka built on java.net.http. Use when making HTTP requests, working with REST APIs, downloading files, or needing WebSocket support in Babashka or Clojure.

File system operations with babashka.fs. Use when working with file I/O, directory traversal, path manipulation, file copying/moving, temp files, archives (zip/gzip), or file metadata.

Optimize Cljr compiler and runtime performance. Use when optimizing emitter output, runtime collections, REPL evaluation, or leveraging .NET 10/C# 14 features. Covers Span<T>, FrozenDictionary, AggressiveInlining, benchmarking, and allocation reduction strategies.

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.

A guide to using clj-kondo for Clojure code linting, including configuration, built-in linters, and writing custom hooks.

Identify best clips from raw video footage by transcribing with timestamps, identifying high-emotion moments, and scoring clips for ad potential. Use when processing founder interviews, UGC footage, or any raw video to extract usable ad components.

Activate when user mentions "clink codex" to provide guidance on delegating implementation tasks to clink codex as a junior developer. Use when assigning coding tasks, discussing task delegation, or working with clink codex for code implementation.

Deep analysis of clinical trials including design, enrollment, outcomes, and competitive positioning. Use for trial monitoring, landscape analysis, and competitive intelligence. Keywords: clinical, trials, NCT, enrollment, phase, outcomes, study design