Coding & Dev Tools

Guides the creation of high-quality MCP servers that enable LLMs to interact with external services through well-designed tools, covering planning, implementation, testing, and evaluation.

Simplify code by reducing complexity while preserving exact behavior, making it easier to read, understand, modify, and debug.

Design stable, well-documented interfaces that are hard to misuse, including REST APIs, GraphQL schemas, module boundaries, and component props.

Delivers changes incrementally by building in thin vertical slices, testing and verifying each piece before moving to the next.

Adds logging, metrics, tracing, and alerting to make production behavior visible and diagnosable.

Ensures skills are invoked before any response, including clarifying questions, and establishes how to find and use skills.

Write tests before implementation code for new features, bug fixes, and refactoring, following the red-green-refactor cycle.

Generates kernel-DT overlay fragments to enable 25G/10G/1G MGBE QSFP interfaces on Jetson Thor, verifying pinmux and integrating with the BSP customization workflow.

Run static BSP checks and on-target smoke/regression tests on a flashed NVIDIA Jetson device to validate a customized BSP image.

Converts a single CT DICOM series folder into a Hounsfield Unit NIfTI volume with affine metadata.

Parse a Jetson Orin/Thor pinmux XLSM spreadsheet and generate per-pin BCT DTSI files for a custom carrier board.

Add, remove, edit, list, or change the boot default of nvpmodel power modes on Jetson/Tegra platforms (Orin, Thor) by modifying the BSP-side configuration file.

Routes Omniverse Realtime Viewer requests to focused reference documents and enforces architectural rules for building USD viewer applications.

Bootstraps a clinical ASR evaluation environment by verifying NVIDIA_API_KEY, installing Python dependencies, and running a smoke test against hosted TTS/ASR services.

Provides production-ready Dart and Flutter code patterns for null safety, immutable state, async composition, widget architecture, state management, navigation, networking, and testing.

Build modern Angular applications with Signals, Standalone Components, Zoneless mode, and SSR/Hydration.

Generate a complete set of favicons from a source image and update the project's HTML with appropriate link tags.

Design secure, scalable Firebase backends with Firestore, Auth, Functions, and Storage, following best practices for security rules, data modeling, and real-time listeners.

Runs a structured interview session to sharpen a plan or design through relentless questioning.

Generate walkthrough videos from Stitch project screens using Remotion with smooth transitions, zoom effects, and text overlays.

Automatically detects project state and runs an 8-phase pipeline to plan, build, test, lint, fix bugs, and document code across multiple AI coding agents.

Provides reference patterns for Bash on Linux and macOS, including command chaining, file operations, process management, text processing, environment variables, networking, scripting templates, and error handling.

Discovers, classifies, protects, and governs API keys, tokens, secrets, and credentials across all providers with enterprise-grade security auditing and governance.

Write idiomatic Elixir code with OTP patterns, supervision trees, and Phoenix LiveView. Masters concurrency, fault tolerance, and distributed systems.

Retrieve deterministic search results, metadata, and full-document Markdown from arXiv, PubMed/PMC, and US policy corpora with daily freshness checks.

Create static, animated, and interactive plots using Python's foundational visualization library, with guidance on both pyplot and object-oriented APIs.

Analyzes Android apps to identify user workflows for AppFunctions, generates Kotlin code to expose them to the Android system, and refines KDoc documentation for AI agent compatibility.

Adapt Android app UIs to phones, tablets, foldables, desktops, and other devices using Compose, including window size handling, multi-pane layouts, and adaptive navigation.

Analyzes a multi-step conversion funnel in Adobe Customer Journey Analytics to find where users drop off and which steps have the worst leakage.

Scaffold, implement, deploy, and debug Adobe Runtime actions with consistent layout, validation, and error handling.

Guides implementation of AEM Edge Delivery blocks with JavaScript decoration and CSS styling, following established patterns and best practices.

Searches for existing content pages containing a specific block in AEM Edge Delivery Services, reporting URLs with occurrences and variants to help identify test content during development.

Analyze content sequences from page structure to determine whether each should be default content or a specific block, and validate block selection for AEM Edge Delivery Services imports.

Rewrites AEM Edge Delivery Services page content for AI search discoverability (Generative Engine Optimization) by analyzing structure, clarity, and factual density.

Migrate deprecated and removed Java imports, Maven dependencies, and unmodifiable OSGi configs to comply with AEM as a Cloud Service enforcement policies.

Reviews local branch changes for bugs, security vulnerabilities, and code quality issues using a structured checklist and attack surface mapping.