Orchestrate quality engineering across CI/CD pipeline phases. Use when designing test strategies, planning quality...
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Chaos engineering principles, controlled failure injection, resilience testing, and system recovery validation. Use...
Write high-quality bug reports that get fixed quickly. Use when reporting bugs, training teams on bug reporting, or...
Unvarnished technical criticism combining Linus Torvalds' precision, Gordon Ramsay's standards, and James Bach's...
Comprehensive API testing patterns including contract testing, REST/GraphQL testing, and integration testing. Use...
AI agents as force multipliers for quality work. Core skill for all 19 QE agents using PACT principles.
Quantum-resistant, self-learning version control for AI agents with ReasoningBank intelligence and multi-agent coordination
Implement semantic vector search with AgentDB for intelligent document retrieval, similarity matching, and...
Optimize AgentDB performance with quantization (4-32x memory reduction), HNSW indexing (150x faster search),...
Implement persistent memory patterns for AI agents using AgentDB. Includes session memory, long-term storage,...
Create and train AI learning plugins with AgentDB's 9 reinforcement learning algorithms. Includes Decision...
Master advanced AgentDB features including QUIC synchronization, multi-database management, custom distance metrics,...
WCAG 2.2 compliance testing, screen reader validation, and inclusive design verification. Use when ensuring legal...
Fetches a Linear issue and creates a comprehensive plan for implementation.
Uses Jujutsu (jj) version control instead of git. Triggers on: version control, commits, branches, push, pull,...
Preview and screenshot local dev servers and storybooks. Use when asked to view UI components, take screenshots of...
Autonomous feature development - setup and execution. Triggers on: ralph, set up ralph, run ralph, run the loop,...
Guide for writing ast-grep rules to perform structural code search and analysis. Use when users need to search...
Searches for AMPDO and AGENTDO comments in the codebase to gather feedback and execute requested changes.
Search the web using Google Gemini CLI with built-in Google Search grounding to find current documentation, best...
Perform comprehensive code reviews using Google Gemini CLI to identify bugs, security vulnerabilities, performance...
Execute development tasks using Google Gemini CLI for code generation, refactoring, and modifications. Use when the...
Ask Google Gemini questions about code to understand implementations, architecture, patterns, and debugging. Use...
Search the web using Claude Code's WebSearch/WebFetch tools combined with GitHub Copilot CLI to find current...