GitHub
run-tests
Execute tests with coverage analysis using bmad-commands, identify coverage gaps, and suggest missing tests. This skill should be used for test execution and quality validation.
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GitHub
deep-research
Multi-agent parallel investigation for complex JUCE problems. Use when troubleshooting fails after Level 3, problems require novel research, or user requests /research command.
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GitHub
performance-profiling
Automatically applies when profiling Python performance. Ensures proper use of profiling tools, async profiling, benchmarking, memory analysis, and optimization strategies.
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GitHub
root-cause-tracing
Use when investigating an issue whose origin is unclear, especially when symptoms appear far from the cause. Trigger cues - "bug", "unexpected behavior", "traceback", "why is this happening", "non-deterministic...
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GitHub
docker-manager
Manage Docker containers and services using Docker MCP. Start/stop containers, monitor logs, check health status, inspect configurations, debug container issues, and manage multi-container applications. Use whe...
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GitHub
deployment-guide
Production deployment guidance for Quart applications including Docker, Hypercorn configuration, environment management, monitoring, and performance tuning. Activates when deploying or optimizing for production...
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GitHub
mcp-orchestrator
Direct access to MCP (Model Context Protocol) servers. Use this when the user wants to interact with filesystem, database, or other MCP-enabled services. This skill provides zero-context access to MCP tools.
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GitHub
environment-observer
Perform heuristic environment discovery beyond basic directory listing. Check installed packages, analyze folder structure, inspect running processes, and assess system state. Use proactively when starting new...
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GitHub
debugging-kubernetes-incidents
Use when investigating Kubernetes pod failures, crashes, resource issues, or service degradation. Provides systematic investigation methodology for incident triage, root cause analysis, and remediation planning...
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GitHub
hetzner-temp-host
Automate deployment of services from GitHub repositories to temporary Hetzner Cloud hosts with ZeroTier integration. Use this skill when users need to quickly spin up a service from a GitHub repo on a disposabl...
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GitHub
hetzner-cluster
Toolkit for creating and managing server clusters on Hetzner Cloud using Terraform. Use this skill when users request deploying VMs, creating test infrastructure, or setting up server clusters on Hetzner Cloud....
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GitHub
dialog-generator
Generate modal and modeless dialog windows for Tkinter applications. Use when creating dialogs, popups, or secondary windows, when user mentions "dialog", "popup", "modal", or when working with files in views/d...
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GitHub
begin-session
Start development session with diagnostics, context loading, and intelligent task menu
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GitHub
learning-regional-compliance
Validate compliance with regional data privacy laws (GDPR, CCPA, PIPEDA), accessibility requirements, age-appropriate content regulations, and copyright laws by jurisdiction. Use when ensuring legal compliance...
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GitHub
plantuml-manipulator
Structured manipulation of PlantUML sequence diagrams - insert blocks after groups, add participants, and validate diagram structures across multiple files simultaneously
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GitHub
resilient-async-operations
A comprehensive pattern for handling asynchronous operations in JavaScript/TypeScript applications with automatic cleanup, graceful error handling, and memory leak prevention. Use when building async operations...
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GitHub
go-microservices
Production-ready Go microservices patterns including Gin, Echo, gRPC, clean architecture, dependency injection, error handling, middleware, testing, Docker containerization, Kubernetes deployment, distributed t...
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GitHub
validate-architecture
Validate architecture document completeness and quality against comprehensive checklist. Checks required sections, technology justifications, NFRs coverage, and generates quality score with actionable recommend...
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GitHub
generate-constitution
Derive technical development principles FROM user needs in product.md using evidence-based reasoning. Creates constitution.md with architecture decisions, tech stack choices, and development constraints - all t...
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GitHub
code-quality
Use when developing new features, refactoring existing code, or making significant code changes. Enforces SOLID principles, code readability, maintainability, and pragmatic design decisions. Ensures proper use...
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GitHub
architecture-review
Peer review architecture for quality, risks, and optimization opportunities. Analyzes scalability bottlenecks, security vulnerabilities, performance optimization, technology fit, and provides prioritized recomm...
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GitHub
django-patterns
Implement common Django design patterns including managers, querysets, mixins, services, and architectural patterns. Use when refactoring code or implementing standard Django patterns.
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GitHub
planning
Use when you need to plan technical solutions that are scalable, secure, and maintainable.
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GitHub
memory-keeper
Persistent memory across sessions using Memory MCP. Store decisions, remember context, track project patterns, maintain knowledge base, and recall important information. Use when context needs to persist betwee...
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