Use when writing recommendation letters, reference letters, or award nominations for students, postdocs, or colleagues. Invoke when user mentions recommendation letter, reference, nomination,...

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Create professional diagrams using Draw.io (diagrams.net) XML format. Best for complex architecture diagrams, network topologies, flowcharts with custom shapes, and technical documentation...

Implement flash messages for one-time notifications across redirects. Use for success/error messages after form submissions.

Investigative-grade research: primary source analysis, cross-verification, trial-level depth

Craft effective, well-formatted Slack messages for team communication

Design thinking and decision-making for web UI. Use when designing components, layouts, color schemes, typography, or creating aesthetic interfaces. Teaches principles, not fixed values.

Generate and validate Kubernetes YAML manifests with best practices for Deployments, Services, ConfigMaps, and security policies.

Expert guide for creating effective prompts for Google Stitch AI UI design tool. Use when user wants to design UI/UX in Stitch, create app interfaces, generate mobile/web designs, or needs help...

Digital equity and trauma-informed design for marginalized populations. Activate on "accessibility", "offline-first", "trauma-informed", "reentry", "recovery population", "shared device",...

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Generate minimal HTML pages to review Claude Code output in a browser. Use when terminal output is hard to read, when reviewing lists/tables/drafts, or when user says "show me", "make this...

Setup instructions and required secrets

Expert in voice synthesis, TTS, voice cloning, podcast production, speech processing, and voice UI design via ElevenLabs integration. Specializes in vocal clarity, loudness standards (LUFS),...

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Three.js scene setup, cameras, renderer, Object3D hierarchy, coordinate systems. Use when setting up 3D scenes, creating cameras, configuring renderers, managing object hierarchies, or working...

Activate multi-agent orchestration mode

Three.js lighting - light types, shadows, environment lighting. Use when adding lights, configuring shadows, setting up IBL, or optimizing lighting performance.

Explanation documentation patterns for understanding-oriented content - conceptual guides that explain why things work the way they do

Create platform-optimized social media graphics