GitHub
running-validation-loops
Execute self-correcting validation workflow. Use when validation fails, tests fail, or build breaks.
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GitHub
reviewing-pull-requests
Use when user mentions reviewing PRs, provides GitHub PR URLs/numbers, or discusses code review. Provides structured analysis of code quality, backward compatibility, security issues, test coverage, and unaddre...
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GitHub
fix-issue
Debug and fix bugs by reproducing issues, identifying root causes, implementing fixes, and validating without regressions. Use when debugging reported bugs, investigating test failures, or resolving production...
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GitHub
debug-issues
Debug bugs and errors using intel-first approach with systematic root cause analysis. Use proactively when errors occur, tests fail, or unexpected behavior appears. MUST trace from symptom to root cause with Co...
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GitHub
coverage
Generate a code coverage report for the Pinhole Rust project. Use this when the user asks for coverage analysis, test coverage metrics, or wants to see which code is tested. Automatically runs tests with instru...
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GitHub
browser-screenshot
This skill should be used when users need to capture screenshots of web pages. It supports full-page screenshots, viewport-specific captures, responsive screenshots across multiple device sizes, and element-spe...
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GitHub
performance-optimizer
Use when analyzing code for performance bottlenecks, optimizing slow queries, reducing memory usage, or improving application speed. Identifies N+1 queries, inefficient algorithms, and caching opportunities.
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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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