Mobile

Automatically applies when creating AI tool functions. Ensures proper schema design, input validation, error handling, context access, and comprehensive testing.

Ensures code follows quality standards. Apply when reviewing or writing production code.

Deploy to Azure Container Apps using azd (provision + deploy workflow)

Create, apply, and rollback goose migrations for SQLite using the embedded migrate tool.

Firebase Cloud Messaging and Apple Push Notification Service setup.

Patterns for wrapping any agent with RAG context from ChromaDB. Use to add persistent memory to imported or external agents.

Use when you have architecture documentation from system-archaeologist and need critical assessment, refactoring recommendations, or improvement prioritization - routes to appropriate architect specialist skills

search the web for information when user explicitly requests web searches, by identifying the nature of the request and delegating to appropriate subagents (@code-researcher for documentation/code examples, @web-researcher for general information)

Test-first development strategy for PAI projects. USE WHEN user needs test strategy, coverage analysis, ATDD workflows, risk-based testing, or quality gates. Ensures tests are written before code, not after bugs appear.

Autonomously execute exploratory implementation of one approach from spike definition, working independently until natural stop. Use when partner provides spike definition and assigns you an approach number to explore in isolation, when comparing multiple implementation alternatives, or when evaluating technical feasibility before committing to an approach

Analyze text to identify technical domains and suggest appropriate specialized agentsfor delegation following Constitutional Principle X (Agent Delegation Protocol).This skill examines specifications, plans, tasks, or any technical text to detectdomain keywords and recommend whether to use single-agent or multi-agent delegation.It ensures specialized work is routed to specialists rather than handled by generalists.Triggered by: User request for "which agent?", "who should do this?", domainidentification needs, or automatically by /specify, /plan, /tasks commands.

Generate intelligent Python project documentation with UML class diagrams, architecture diagrams, and code analysis. Analyzes codebase structure to recommend and create appropriate visualizations for project overview.

Standards enforced when writing code, creating pull requests, committing changes, or documenting features. CRITICAL - No emoji in developer-facing content (code/docs/PRs/issues/commits) or CLI output. Also defines standards for using cutting-edge language features and writing comprehensive documentation. Should be applied to all development work.

Configure and manage Hammerspoon automation, window management, key remapping, and app launching. Use when working with ~/.config/hammerspoon config files, adding keybindings, implementing window layouts, or troubleshooting Hammerspoon functionality.

Write and update RSpec tests following BDD principles with behavior-first approach, characteristic-based context hierarchy, and happy path priority. **Activate when:** user mentions RSpec/specs/testing, works with *_spec.rb files, asks to write/add/update/fix tests, or requests test coverage. Ensures tests describe observable behavior, not implementation details.

Write self-documenting code with minimal, helpful comments that explain large sections of logic without cluttering the codebase. Use this skill when writing code comments, documenting complex logic, reviewing whether comments are needed, writing function documentation, explaining non-obvious code sections, ensuring code clarity through naming and structure, avoiding temporary or change-related comments, keeping comments evergreen and future-relevant, or deciding between adding comments versus refactoring for clarity. Apply this skill when writing or reviewing any code file to ensure comments add value without creating noise, and that code is primarily self-explanatory through clear naming and structure.

iOS speech recognition implementation using @react-native-voice/voice. Use when debugging transcription issues, modifying session handling, or understanding the accumulated text tracking mechanism.

Rust best practices with systems programming, performance-critical applications, and memory-safe patterns for 2025

Produces excellence-grade EU grant narratives, budget justifications, andscoring diagnostics that consistently reach ≥4.6/5 (13.8/15 Horizon scale).Integrates constitutional AI framing, Oracle-validated evidence, and EU costcompliance to feed Grant Application Assembler and client review workflows.

Generate Flutter widget files with Dart, state management, and theming. Triggers on "create flutter widget", "generate flutter component", "dart widget", "flutter screen".