Detects common LLM coding agent artifacts in codebases. Identifies test quality issues, dead code, over-abstraction, and verbose LLM style patterns. Use when cleaning up AI-generated code or...
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Transfer learning, metrics optimization, and continuous improvement for AI-powered QE agents.
context-loader
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Loads project context including database schema, business rules, and coding standards before task execution. Use at the start of any significant work to ensure agents have full context.
self-learning
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Self-learning capability for agents. Captures execution traces, extracts insights, and adapts agent behavior. Use after completing complex tasks, when agents encounter recurring issues, or to...
git-master
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Git expert for atomic commits, rebasing, and history management with style detection
moai-domain-frontend
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moai-library-nextra
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Designs and validates digital filters in MATLAB. Use when cleaning up noisy signals, removing interference, filtering signals, designing FIR/IIR filters (lowpass/highpass/bandpass/bandstop/notch),...
moai-lang-elixir
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secrets-manager
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AWS Secrets Manager for secure secret storage and rotation. Use when storing credentials, configuring automatic rotation, managing secret versions, retrieving secrets in applications, or...
lambda
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AWS Lambda serverless functions for event-driven compute. Use when creating functions, configuring triggers, debugging invocations, optimizing cold starts, setting up event source mappings, or...
moai-domain-uiux
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cloudwatch
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AWS CloudWatch monitoring for logs, metrics, alarms, and dashboards. Use when setting up monitoring, creating alarms, querying logs with Insights, configuring metric filters, building dashboards,...
Create comprehensive MATLAB unit tests using the MATLAB Testing Framework. Use when generating test files, test cases, unit tests, test suites, or when the user requests testing for MATLAB code,...
moai-platform-auth0
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moai-tool-svg
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owasp-security
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Implement secure coding practices following OWASP Top 10. Use when preventing security vulnerabilities, implementing authentication, securing APIs, or conducting security reviews. Triggers on...
matrix-communication
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Matrix chat communication. AUTOMATICALLY TRIGGER when user mentions Matrix rooms (#room:server), asks to send messages to chat, or wants to interact with Matrix. Use for sending messages to Matrix...
Build interactive web applications using HTML/JavaScript interfaces with MATLAB computational backends via the uihtml component. Use when creating HTML-based MATLAB apps, JavaScript MATLAB...