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Clarify requirements before implementing. Use when explicitly invoked by user. Not auto-triggered.
Analyze major version upgrades and write migration recommendations to tmp/UPGRADES.md
Create clean, single-file HTML pages for displaying information. Use for quick reference pages, comparisons, lists, or any data you want to view in a browser.
Load when editing .md files, docs/ directory, README, or CHANGELOG. Provides documentation structure and best practices for technical writing.
Interact with tmux-based TDD environments. Use when running tests in tmux panes, checking test output, parsing test failures, or orchestrating TDD workflows. Works with any language (Rust, Python, JavaScript, Go, etc). Read test output directly from...
Transactions. Reference when using this Prisma feature.
Query Options. Reference when using this Prisma feature.
Relation Queries. Reference when using this Prisma feature.
Transform content into viral social media threads using proven formulas. Use when the user asks to create a thread, write a viral post, turn research into content, or promote findings on X/Twitter.
Creates new AI agent skills following the Agent Skills spec. Trigger: When user asks to create a new skill, add agent instructions, or document patterns for AI.
Pytest testing patterns for Python. Trigger: When writing Python tests - fixtures, mocking, markers.
Reviews GitHub PRs and leaves human, direct comments. Trigger: When user asks to review a PR, check a PR, or gives a PR URL.
Tailwind CSS 4 patterns and best practices. Trigger: When styling with Tailwind - cn(), theme variables, no var() in className.
Comprehensive AI ethics and responsible AI development specialist. Use PROACTIVELY for bias assessment, fairness evaluation, ethical AI implementation, community impact analysis, and regulatory compliance. Trigger keywords include bias, fairness, dis...
Central authority for Gemini CLI sandboxing and isolation. Covers Docker, Podman, macOS Seatbelt profiles, and security boundaries. Use when enabling sandboxing, choosing sandbox methods, configuring Seatbelt profiles, or troubleshooting sandbox issu...
Enables systematic step-by-step reasoning with revision and branching capabilities. Use when complex problems require multi-stage analysis, design planning, problem decomposition, or when scope is initially unclear. Triggers include "think through st...
Ensures README.md and .cursor/project_architecture.md are fully updated and accurate BEFORE a commit is created. README.md must function as a complete, step-by-step SOP for running and operating the application. Prevents commits from landing with out...
Activates when user requests in-depth code explanation, design pattern tutorials, architecture guidance, or learning path recommendations. Do NOT use for production code reviews (use code-review). Examples: 'Explain this design pattern', 'Teach me ho...
Activates when user requests CI/CD pipeline design, containerization, Kubernetes management, monitoring/alerting setup, or infrastructure as code. Do NOT use for application feature coding. Examples: 'Create Dockerfile', 'Setup GitHub Actions pipelin...
Security auditing for Rust/WebAssembly applications. Identifies vulnerabilities, reviews unsafe code, validates input handling, and ensures secure defaults. Follows OWASP guidelines and Rust security best practices.
Generates Rust code for GPUI desktop UI components following Zed editor patterns. Use when building desktop applications with gpui crate, creating themed UI components, implementing autocomplete/completions, building command palettes, or working with...
Query decomposition and multi-source search orchestration. Breaks natural language questions into targeted searches per source, translates queries into source-specific syntax, ranks results by relevance, and handles ambiguity and fallback strategies.
Prepare journal entries with proper debits, credits, and supporting documentation for month-end close. Use when booking accruals, prepaid amortization, fixed asset depreciation, payroll entries, revenue recognition, or any manual journal entry.
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