Enforces documentation research before implementation. Auto-loads when implementing features to ensure current best practices are followed. Researches official docs first.

Use Coil in Jetpack Compose with AsyncImage, painter variants, sizing, and accessible image loading patterns.

Apply Android app security guidance around secrets, storage, network trust, exported components, and least privilege.

Apply Android app security guidance around secrets, storage, network trust, exported components, and least privilege.

Use Coil in Jetpack Compose with AsyncImage, painter variants, sizing, and accessible image loading patterns.

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

Advanced sample size and power calculations for complex study designs including survival analysis, clustered designs, and multiple comparisons.

Coding standards, component defaults, and best practices for the UCD Mobile app (Expo, React Native, NativeWind, Expo Router).

Teach the user a new skill or concept, within this workspace.

Pause for review every N tasks - selective autonomy pattern

Unified team skill for plan-and-execute pipeline. Pure router — coordinator always. Beat model is coordinator-only in monitor.md. Triggers on "team planex".

Unified team skill for issue resolution. Uses team-worker agent architecture with role directories for domain logic. Coordinator orchestrates pipeline, workers are team-worker agents. Triggers on "team issue".

Memory is the cornerstone of intelligent agents. Without it, every interaction starts from zero. This skill covers the architecture of agent memory: short-term (context window), long-term (vector stores), and the cognitive architectures that organize them.

Optimize resumes for Applicant Tracking Systems, check ATS compatibility, and analyze keyword match

Lead a team — run standups, coordinate tasks, and communicate.

Coordinate projects — track tasks, schedule meetings, and share docs.

gws CLI: Shared patterns for authentication, global flags, and output formatting.

Position sizing with Kelly criterion and bankroll management

Unified risk engine with VaR, stress testing, volatility regimes, and automated controls

Plugin management, installation, and lifecycle control