GitHub
complexity
Analyzes code for complexity issues. Use when code feels hard to understand, reviewing maintainability, or planning refactoring.
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Development AI Skills
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GitHub
principles
Core software design principles from 'A Philosophy of Software Design'. Use when asking about decomposition, deep modules, information hiding, complexity management, or John Ousterhout's design principles.
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GitHub
api-design
Reviews API designs for simplicity and error handling. Use when designing APIs, evaluating interface complexity, or eliminating error conditions.
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GitHub
comments
Reviews code comments for quality. Use when reviewing documentation or evaluating if code is self-documenting.
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GitHub
module-depth
Reviews modules for depth vs shallowness. Use when designing APIs, reviewing class interfaces, or evaluating abstraction value.
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GitHub
software-specification
This skill should be used when the user asks to "write specifications", "specify an abstraction", "create contract tests", "property-based testing", "design by contract", "specification tests", or discusses how...
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GitHub
software-requirement
This skill should be used when the user asks to "write requirements", "define requirements", "create user stories", "formalize use cases", "functional requirements", "non-functional requirements", or discusses...
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GitHub
review-plan
Advisory plan review - validates plan correctness and identifies gaps before implementation. Works on any task with research and plan sections.
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GitHub
apexdebug
Systematic debugging with APEX pattern learning. Applies hypothesis-driven investigation, evidence collection, and reflection to update pattern trust scores.
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GitHub
implement
Build and validate loop (BUILDER + validation) - implements the architecture, runs tests, iterates until passing. Writes code following the plan.
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GitHub
ship
Review and finalize (REVIEWER + DOCUMENTER phases) - runs adversarial code review, commits changes, completes task, and records reflection to capture pattern outcomes.
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GitHub
apexdebug
Systematic debugging with pattern learning. Applies hypothesis-driven investigation, evidence collection, and reflection to update pattern confidence.
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GitHub
execute
Orchestrator that runs the full APEX workflow (research → plan → implement → ship) in a single session. Use for tasks you want to complete without context switches.
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GitHub
execute
Orchestrator that runs the full APEX workflow (research → plan → implement → ship) in a single session. Use for tasks you want to complete without context switches.
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GitHub
plan
Architecture phase (ARCHITECT) - transforms research into rigorous technical architecture through 5 mandatory design artifacts. Interactive and iterative.
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GitHub
ship
Review and finalize (REVIEWER + DOCUMENTER phases) - runs adversarial code review, commits changes, completes task, and submits reflection to update pattern trust scores.
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GitHub
using-apex-mcp
Use when calling APEX MCP tools (apex_patterns_lookup, apex_patterns_overview, apex_task_create, apex_reflect, etc.) for pattern intelligence, task tracking, or submitting reflections. Reference guide for all 1...
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GitHub
review-plan
Advisory plan review - validates plan correctness and identifies gaps before implementation. Works on any task with research and plan sections.
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GitHub
plan
Architecture phase (ARCHITECT) - transforms research into rigorous technical architecture through 5 mandatory design artifacts. Interactive and iterative.
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GitHub
research
Intelligence gathering phase - spawns parallel agents to analyze codebase, patterns, git history, and web research. Creates or updates task file with findings.
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GitHub
research
Intelligence gathering phase - spawns parallel agents to analyze codebase, patterns, git history, and web research. Creates or updates task file with findings.
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GitHub
implement
Build and validate loop (BUILDER + validation) - implements the architecture, runs tests, iterates until passing. Writes code following the plan.
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GitHub
tauri-app
Bootstrap Tauri desktop applications with Rust backend and web frontend. Use when creating cross-platform desktop apps, Electron alternatives, or when the user wants a native desktop application with web techno...
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GitHub
csharp-dotnet
Bootstrap C# .NET projects with modern tooling. Use when creating .NET applications, Web APIs, console apps, Blazor apps, or when the user wants to set up a C# development environment.
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The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.