GitHub
perform-sweep
Design, configure, launch, and analyze ablation sweeps for GRPO training. Use for hypothesis testing, hyperparameter experiments, and systematic comparisons.
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Databases AI Skills
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GitHub
forky
Fork Claude sessions to handle side tasks in parallel. Use when the user wants to spawn a parallel Claude session, delegate a task to a background agent, monitor forked sessions, or when they mention "forky", "...
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GitHub
code-auditor
Analyze a project to provide a summary of line counts per programming language (e.g., how many lines of Go vs Rust). Generates a PDF summary report.
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GitHub
uloop-get-unity-info
Returns the Unity version. Use this tool to check Unity environment information.
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GitHub
uloop-execute-dynamic-code
Execute C# code dynamically in Unity Editor via uloop CLI. Use for editor automation: (1) Prefab/material wiring and AddComponent operations, (2) Reference wiring with SerializedObject, (3) Scene/hierarchy edit...
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GitHub
uloop-capture-unity-window
Capture Unity EditorWindow and save as PNG image. Use when you need to: (1) Take a screenshot of Game View, Scene View, Console, Inspector, etc., (2) Capture visual state for debugging or verification, (3) Save...
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GitHub
uloop-hello-world
Returns a simple 'Hello World' message. Use this tool for testing MCP connection.
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GitHub
quarkus-panache-smells
Detects and refactors ORM code smells in Quarkus Panache applications using the Repository pattern. Use when reviewing PanacheRepository code, diagnosing N+1 queries, data overfetching, or pagination issues.
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GitHub
testing-patterns
REST integration testing patterns with JUnit 5, Mockito, RestAssured. Use when writing integration tests that mock external dependencies, use Testcontainers/H2 for databases, and test endpoints with raw JSON bo...
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GitHub
mapstruct-patterns
Constructor-based MapStruct mapping for compile-time safety in Jakarta EE. Use when implementing DTO mapping or using @Default annotations.
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GitHub
clean-code-principles
Detects violations of Clean Code principles and suggests refactorings. Use when reviewing code quality, improving readability, or refactoring methods, classes, and modules.
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GitHub
gof-design-patterns
Detects opportunities to apply GoF Design Patterns in Jakarta EE/MicroProfile. Use when reviewing code for structural improvements or implementing creational, structural, or behavioral patterns.
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GitHub
cdd-design-pillars
Measures and limits cognitive load in Jakarta EE/MicroProfile code. Use when reviewing code complexity, designing services/entities, or identifying when to extract abstractions.
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GitHub
rest-api-design
REST API design patterns and MicroProfile OpenAPI documentation. Use when designing endpoints, choosing HTTP methods, status codes, or documenting APIs with OpenAPI annotations.
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GitHub
ddd-da-massa
Practical DDD patterns for Jakarta EE web applications with cognitive load distribution. Use when designing controllers, entities, services, or evaluating cohesion and load balance.
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GitHub
refactoring-catalog
Identifies code smells and applies refactoring techniques from Martin Fowler's catalog. Use when improving code structure, reducing complexity, or eliminating smells without changing behavior.
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GitHub
lombok-patterns
Lombok annotations and best practices for Java 21+ projects. Use when reducing boilerplate, configuring builders, or choosing between Lombok and Records.
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GitHub
test-driven-development
Use when implementing any feature or bugfix, before writing implementation code
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GitHub
design-principles
Use this skill when designing UI/UX, creating dashboards, building SaaS interfaces, or reviewing frontend design. Provides S-tier design checklist inspired by Stripe, Airbnb, and Linear.
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GitHub
draft-section
Incremental content drafting skill that writes specific sections within existing scaffolds. Supports drafting 1 section at a time or batch-drafting multiple sections with user control. Each operation stays unde...
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GitHub
mermaid-diagram-generator
Generate, validate, and refine Mermaid diagrams (flowcharts, sequence diagrams, class diagrams, state diagrams, Gantt charts, ERD, component diagrams). Use when creating visualizations, documenting workflows, s...
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GitHub
scaffold-chapter
Batch-generate chapter scaffolds (frontmatter + section structure) for the Agentic Coding Book. Auto-infers metadata from file paths, suggests tags/related/requirements, and creates part-appropriate section tem...
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GitHub
github-gist-api
GitHub Gist API を使用したコードを書く際に使用。Gist作成、GistHack URL変換、ky/zod を使った実装パターンを提供。
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GitHub
netlify-api
Netlify API を使用したコードを書く際に使用。ZIPデプロイ、サイト作成、ky/fflate/zod を使った実装パターンを提供。
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