Quality Engineering iteration loops for autonomous test improvement, coverage achievement, and quality gate compliance. Use when tests need to pass, coverage targets must be met, quality gates...

Recognize, diagnose, and mitigate patterns of context degradation in agent systems. Use when context grows large, agent performance degrades unexpectedly, or debugging agent failures.

Recognize, diagnose, and mitigate patterns of context degradation in agent systems. Use when context grows large, agent performance degrades unexpectedly, or debugging agent failures.

Guides agents to create context prompts for AI assistants in JSON or markdown frontmatter format. Enforces mandatory context gathering through structured questions and validates compliance with...

Iterative UI/UX polishing workflow for web applications. The exact prompt and methodology for achieving Stripe-level visual polish through multiple passes.

Master advanced AgentDB features including QUIC synchronization, multi-database management, custom distance metrics, hybrid search, and distributed systems integration. Use when building...

Expert guidance for Firebase integration in Flutter apps. Use when setting up Firebase, implementing authentication, using Cloud Firestore, Cloud Storage, Cloud Functions, FCM push notifications,...

Guide for creating AGENTS.md files, configuring monorepos, and managing agent instructions.

SSH remote access patterns and utilities. Connect to servers, manage keys, tunnels, and transfers.

Expert in observing, benchmarking, and optimizing AI agents. Specializes in token usage tracking, latency analysis, and quality evaluation metrics. Use when optimizing agent costs, measuring...

Use when creating new skills, editing existing skills, or verifying skills work before deployment

Use when creating new skills, editing existing skills, or verifying skills work before deployment

Performs comprehensive code reviews focusing on correctness, maintainability, performance, security, and best practices. Trigger keywords: review, code review, PR review, pull request, check code,...

Pragmatic coding standards - concise, direct, no over-engineering, no unnecessary comments

Pragmatic coding standards - concise, direct, no over-engineering, no unnecessary comments

Apply VueUse composables where appropriate to build concise, maintainable Vue.js / Nuxt features.

Manage isolated dev environments with git worktrees and tmux sessions

Advanced Git workflows, branching strategies, and commit conventions

Deep analysis and investigation

Modern React component patterns with hooks, composition, and TypeScript