AI Skills

Creative research ideation and exploration. Use for open-ended brainstorming sessions, exploring interdisciplinary connections, challenging assumptions, or identifying research gaps. Best for early-stage research planning when you do not have specific observations yet. For formulating testable hypotheses from data use hypothesis-generation.

This skill should be used when analyzing technical debt in a codebase, documenting code quality issues, creating technical debt registers, or assessing code maintainability. Use this for identifying code smells, architectural issues, dependency problems, missing documentation, security vulnerabilities, and creating comprehensive technical debt documentation.

Summarize URLs or files with the summarize CLI (web, PDFs, images, audio, YouTube).

Provides before/after patterns for migrating test files to React 19 compatibility, including act() imports, Simulate removal, and StrictMode call count changes.

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Agent skill for production-validator - invoke with $agent-production-validator

Agent skill for coordinator-swarm-init - invoke with $agent-coordinator-swarm-init

Agent skill for v3-security-architect - invoke with $agent-v3-security-architect

Agent skill for adaptive-coordinator - invoke with $agent-adaptive-coordinator

Edit images using AI on fal.ai. Style transfer, object removal, background changes, and more. Use when the user requests "Edit image", "Remove object", "Change background", "Apply style", or similar image editing tasks.

Agent skill for matrix-optimizer - invoke with $agent-matrix-optimizer

Agent skill for performance-benchmarker - invoke with $agent-performance-benchmarker

Guides Holoscan SDK installation: inspects the host, assesses platform compatibility, recommends an install method, and delegates to the matching install skill.

Executive leadership guidance for strategic decision-making, organizational development, and stakeholder management. Use when planning strategy, preparing board presentations, managing investors, developing organizational culture, making executive decisions, fundraising, or when user mentions CEO, strategic planning, board meetings, investor updates, organizational leadership, or executive strategy.

PowerPoint (.pptx) manipulation via MCP server. Use for creating slides, formatting presentations, managing placeholders, adding images, applying templates, or extracting text from .pptx files.

Agent skill for security-manager - invoke with $agent-security-manager

Agent skill for sparc-coordinator - invoke with $agent-sparc-coordinator

Agent skill for raft-manager - invoke with $agent-raft-manager

Agent skill for mesh-coordinator - invoke with $agent-mesh-coordinator

Databricks CLI operations and the parent/entry-point skill for all Databricks work: authentication, profile selection, data exploration, bundles, and Genie natural-language data Q&A. Load this first for any Databricks task (CLI, auth, profiles, exploring catalogs/tables), then load the matching product skill. Contains up-to-date guidelines for Databricks-related CLI tasks.

Agent skill for user-tools - invoke with $agent-user-tools

Agent skill for sync-coordinator - invoke with $agent-sync-coordinator

Agent skill for crdt-synchronizer - invoke with $agent-crdt-synchronizer

Agent skill for v3-queen-coordinator - invoke with $agent-v3-queen-coordinator

AI-assisted pair programming with multiple modes (driver$navigator$switch), real-time verification, quality monitoring, and comprehensive testing. Supports TDD, debugging, refactoring, and learning sessions. Features automatic role switching, continuous code review, security scanning, and performance optimization with truth-score verification.

Generate/create/scaffold Terragrunt HCL files — root.hcl, terragrunt.hcl, child modules, stacks, multi-env layouts.

Material-UI v7 component library patterns including sx prop styling, theme integration, responsive design, and MUI-specific hooks. Use when working with MUI components, styling with sx prop, theme customization, or MUI utilities.

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Install Holoscan SDK via the NGC Docker container. Use for container-based installs; not for native apt/pip/Conda installs.

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