Master context engineering for AI agent systems. Use when designing agent architectures, debugging context failures, optimizing token usage, implementing memory systems, building multi-agent...
Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration. Use when "build agent, AI agent, autonomous agent, tool...
Cross-platform and native mobile development. Frameworks: React Native, Flutter, Swift/SwiftUI, Kotlin/Jetpack Compose. Capabilities: mobile UI, offline-first architecture, push notifications,...
Keeping codebases healthy, performant, and maintainable - refactoring, performance optimization, and technical debt managementUse when "refactor, optimize, performance, technical debt, cleanup,...
Fast in-memory DataFrame library for datasets that fit in RAM. Use when pandas is too slow but data still fits in memory. Lazy evaluation, parallel execution, Apache Arrow backend. Best for...
Use when managing runtime tasks or memories during Ralph orchestration runs
Feature name to work on (reads from memory-bank/features/{name}/)
Feature name to check (reads from memory-bank/features/{name}/)
Write efficient C code with proper memory management, pointer
Write efficient C code with proper memory management, pointer
Write efficient C code with proper memory management, pointer
Query the memory system for relevant learnings from past sessions
System health check (MOT) for skills, agents, hooks, and memory
System health check (MOT) for skills, agents, hooks, and memory
Manage conversation context and memory for optimal AI performance
View Self-Evolving Loop session status, history, and memory metrics
Feature name to update (updates memory-bank/features/{name}/progress.md)
Master Python optimization techniques, profiling, memory management, and high-performance computing
CPU/Memory profiling, bottleneck analysis, benchmark techniques and performance optimization guide.
CPU/Memory profiling, bottleneck analizi, benchmark teknikleri ve performans optimizasyonu rehberi.