Guides implementation of Model-View-ViewModel (MVVM) architecture for Android. Use when structuring Android apps,...
AI & LLM
LLM integrations, prompt engineering, and AI orchestration
Guides Android project migrations between technologies and versions. Use when migrating Java to Kotlin, upgrading...
Implements dependency injection with Hilt, Koin, and Metro. Use when setting up DI, migrating between frameworks,...
Performs thorough code reviews on Android Kotlin/Java code. Use when reviewing pull requests, analyzing code...
Performance best practices and AI agent skill for auditing and enforcing production-grade performance optimizations...
Goal-based workflow orchestration - routes tasks to specialist agents based on user goals
Create and configure Claude Code sub-agents with custom prompts, tools, and models
Meta-skill for creating and managing Claude Code skills
Process large contexts using RLM (Recursive Language Model) patterns - chunking, filtering, recursive sub-calls
Research agent for external documentation, best practices, and library APIs via MCP tools
Create and manage project-specific Claude Code hooks
Identify failure modes before they occur using structured risk analysis
AI-powered web search, research, and reasoning via Perplexity
Parallel Agent Orchestration
Parallel Agent Type Contracts
MANDATORY - Load this skill first. Routes to bootstrap + domain rules.
No Polling for Background Agents
System health check (MOT) for skills, agents, hooks, and memory
Research-to-implement pipeline chaining 5 MCP tools with graceful degradation
LLM Tuning Patterns
Implementation agent that executes a single task and creates handoff on completion
Interactive workspace discovery - learn what tools, workflows, agents, and hooks are available
Manage Clorch configuration (Braintrust, API keys, features)
Transform session learnings into permanent capabilities (skills, rules, agents). Use when asked to "improve setup",...