Audit the overall code quality, architecture, and maintainability of a project or file and give an honest, unfiltered assessment. Use when the user asks "is this good?", "what do you think of this codebase?", or wants a holistic review before shipping.

Generate a structured implementation plan before writing any code. Produces a spec with requirements, data model, API surface, edge cases, and open questions. Use when starting a non-trivial feature, when the user says "plan this out", or before any implementation that touches more than 2 files.

Use Augment Code (Auggie CLI) to analyze, generate, and modify code through Edith smart glasses or OpenClaw. Triggers when the user asks to build, code, debug, analyze, or prototype something.

Explain a piece of code, concept, or system in plain English with zero assumed knowledge. Use when the user is confused, new to a codebase, or says "I have no idea what this does", "explain this to me", or "ELI5".

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Ambient stress detection agent that monitors developer fatigue via webcam and autonomously takes over GCP Cloud Shell or browser tasks when stress threshold is crossed. Powered by Gemini 3 Flash vision, Railtracks orchestration, and Augment Code codebase context.

Operate Railway infrastructure: create projects, provision services and databases, manage object storage buckets, deploy code, configure environments and variables, manage domains, troubleshoot failures, check status and metrics, and query Railway docs. Use this skill whenever the user mentions Railway, deployments, services, environments, buckets, object storage, build failures, or infrastructure operations, even if they don't say "Railway" explicitly.

Generates a LinkedIn Apple Wallet pass or wallet-card PNG for Usman Jameel or any user. Use this skill whenever the user asks to generate a LinkedIn QR code, create a shareable LinkedIn card, make a scannable code for a LinkedIn profile, create an Apple Wallet pass for LinkedIn, or wants something to show people at networking events to connect on LinkedIn.

Set up Edith smart glasses as an OpenClaw channel. Run this when the user wants to connect their smart glasses to OpenClaw, mentions "Edith glasses", or provides a link code for glasses setup.

Use when migrating or switching from an existing auth provider (Firebase, Cognito, Supabase, Clerk, custom auth) to Auth0 - covers bulk user import, gradual migration strategies, code migration patterns, and JWT validation updates.

Generate a structured mental model of an unfamiliar codebase — entry points, data flow, key abstractions, and gotchas. Use when starting on a new repo, when the user says "explain this codebase", "how does this work", "onboard me", or before making large changes to unfamiliar code.