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Guide for MUSUBIX SDD (Specification-Driven Development) workflow. Use this when asked to develop features using MUSUBIX methodology, create requirements, designs, or implement code following the 9 constitution...
Guide for validating and creating EARS-format requirements. Use this when asked to write requirements, validate requirement syntax, or convert natural language to EARS format.
Guide for applying MUSUBIX's 17 learned best practices. Use this when asked about coding patterns, design patterns, or testing patterns that MUSUBIX recommends.
Guide for automatic domain detection and component inference. Use this when asked to identify the domain of a project and get recommended components for that domain.
Guide for generating code from design specifications using MUSUBIX. Use this when asked to generate code, implement features, or create components following design documents.
Guide for creating technical documentation including README, user guides, API references, and changelogs. Use this when asked to write documentation, create user manuals, or generate API docs.
Manage Homebrew packages in the Brewfile for this dotfiles repository. Use when the user wants to add, remove, or update packages, casks, taps, or VS Code extensions in the Brewfile. Triggers include mentions o...
Help with Git operations for this dotfiles repository, including creating contextual commit messages, reviewing changes, and following best practices for dotfiles version control. Use when the user wants to com...
Test and validate the dotfiles setup process for this repository. Use when the user wants to test the setup script, validate the installation, verify symlinks, troubleshoot setup issues, or check that dotfiles...
Keep CLAUDE.md and README.md documentation in sync with the actual dotfiles configuration. Use when the user wants to update documentation, sync README with changes, maintain CLAUDE.md, document new features, o...
Verify that dotfiles are properly symlinked and synchronised across the system. Use when the user wants to check symlink status, verify dotfiles setup, diagnose sync issues, find broken links, or ensure configu...
Manage shell aliases in the .aliases file for this dotfiles repository. Use when the user wants to add, remove, update, or search for shell aliases and shortcuts. Triggers include mentions of "alias", "shortcut...
Manage scheduled tasks in the crontab configuration file for this dotfiles repository. Use when the user wants to add, remove, update, or query scheduled tasks, cron jobs, or automated maintenance. Triggers inc...
Write TypeScript automation scripts using Inquirer.js modular packages for prompts, zx for fs/shell, top-level await, tsx execution, repo-root node_modules cache, minimist arg parsing, and --verbose debug loggi...
Generate concise, technically-focused PR descriptions by analyzing git diff between base and current branch. Creates structured markdown with tasks, notes, and optional diagrams ready for GitHub.
Verify a CVlization inference example is properly structured, builds successfully, and runs inference correctly. Use when validating inference example implementations or debugging inference issues.
Run CVlization examples on the `ssh l1` GPU host by copying only the needed example directory plus the shared `cvlization/` package into `/tmp`, then launching the example’s Docker scripts.
Verify a CVlization training pipeline example is properly structured, can build, trains successfully, and logs appropriate metrics. Use when validating example implementations or debugging training issues.
Patterns for AWS Lambda, DynamoDB, SQS, and Secrets Manager. Use when working on serverless AWS projects.
Generate images using Google Gemini with customizable options
Write in Steven's voice—pragmatic, curious, pedagogical. Opens with measurable payoffs, builds mental models from first principles, uses worked examples, and handles uncertainty honestly. Use for essays, blog p...
Expert code research using GitHub CLI for repository discovery, code search, and deep analysis
Build React UIs using Wix Design System with local documentation
TanStack Start best practices for full-stack React applications. Server functions, middleware, SSR, authentication, and deployment patterns. Activate when building full-stack apps with TanStack Start.
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