Use when the user asks to build Android screens, Jetpack Compose layouts, Material components, or any Android app UI. Also use when styling, redesigning, or beautifying any Android interface. Covers Material 3 Expressive for Android 16, spring motion, shape variety, and platform-native patterns.

Use when the user asks to generate or edit images via the OpenAI Image API (for example: generate image, edit/inpaint/mask, background removal or replacement, transparent background, product shots, concept art, covers, or batch variants); run the bundled CLI (`scripts/image_gen.py`) and require `OPENAI_API_KEY` for live calls.

Technology-agnostic blueprint generator for creating comprehensive copilot-instructions.md files that guide GitHub Copilot to produce code consistent with project standards, architecture patterns, and exact technology versions by analyzing existing codebase patterns and avoiding assumptions.

Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers. Use when designing new APIs, reviewing API specifications, or establishing API design standards.

Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers. Use when designing new APIs, reviewing API specifications, or establishing API design standards.

Comprehensive Flow Nexus platform management - authentication, sandboxes, app deployment, payments, and challenges

Autonomous design partner for frontend interfaces. Scans the project, writes audit reports, reviews the findings, then fixes the interface itself and verifies the result, across every visual discipline: color, typography, layout, motion, interaction, accessibility, responsive behavior, voice, and surface.

Automate Adrapid tasks via Rube MCP (Composio). Always search tools first for current schemas.

Agent skill for sandbox - invoke with $agent-sandbox

Use when the user wants to know what will break if they change something, or needs safety analysis before editing code. Examples: "Is it safe to change X?", "What depends on this?", "What will break?"

Use when the user needs to run GitNexus CLI commands like analyze/index a repo, check status, clean the index, generate a wiki, or list indexed repos. Examples: "Index this repo", "Reanalyze the codebase", "Generate a wiki"

Apply the team's shared coding rules before writing, modifying, or reviewing code. Trigger when the user asks to add a feature, refactor, fix a bug, write tests, or review a change. Reads rules live from the team-rules MCP workspace at /rules/*.md.

Derives a working definition of Agents as a Service specific to a user's business. Starts from user-provided context only (website, docs, description). Identifies the business category, researches agentic solutions (NVIDIA, complementary vendors, open source), proposes three user stories (human, agent, hybrid), then derives a custom AaaS definition. Enforces logic checks, uncertainty mapping, and source quality throughout. Produces MD and JSON output. Use when exploring what AaaS could mean for a specific business, preparing an AaaS strategy, or evaluating agent-based service opportunities. Invoke with /aaas-definition.

Secure PubNub applications with Access Manager v3, end-to-end AES-256 encryption, TLS 1.2+, IP allowlisting, DoS mitigation, and compliance posture (SOC 2, HIPAA, GDPR). Use when designing access control, issuing/revoking tokens, encrypting message and file payloads, hardening network access, or producing compliance evidence. Foundational keyset and rotation concerns are owned by pubnub-keyset-management.

CUBE CSS (Composition, Utility, Block, Exception) methodology — a pragmatic CSS architecture that works with the browser's cascade and inheritance. Use when designing CSS architecture, writing modern layout primitives, deciding utility vs. block placement, or migrating from BEM or utility-first systems like Tailwind.

Shape an article as a journey of beats, choose-your-own-adventure style. The user picks a starting beat from the raw material, you write only that beat, then offer options for where to pivot next, beat by beat, until the article reaches a natural end. Use when the user has raw material and wants to assemble it as a narrative rather than an argument.