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Code Review & Quality
Code review, refactoring, debugging, maintainability, and engineering quality
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Showing 2,233–2,256 of 15,943 skills
- One Three One RuleStructured decision-making framework for technical proposals and trade-off analysis. When the user faces a choice between multiple approaches (architecture decisions, tool selection, refactoring strategies, migration paths), this skill produces a 1-3-1 format: one clear problem statement, three distinct options with pros/cons, and one concrete recommendation with definition of done and implementation plan. Use when the user asks for a "1-3-1", says "give me options", or needs help choosing be...Votes: 0GitHub stars: 2
- Test Driven DevelopmentUse when implementing any feature or bugfix, before writing implementation code. Enforces RED-GREEN-REFACTOR cycle with test-first approach.Votes: 0GitHub stars: 2
- Systematic DebuggingUse when encountering any bug, test failure, or unexpected behavior. 4-phase root cause investigation — NO fixes without understanding the problem first.Votes: 0GitHub stars: 2
- Subagent Driven DevelopmentUse when executing implementation plans with independent tasks. Dispatches fresh delegate_task per task with two-stage review (spec compliance then code quality).Votes: 0GitHub stars: 2
- PeftParameter-efficient fine-tuning for LLMs using LoRA, QLoRA, and 25+ methods. Use when fine-tuning large models (7B-70B) with limited GPU memory, when you need to train <1% of parameters with minimal accuracy loss, or for multi-adapter serving. HuggingFace's official library integrated with transformers ecosystem.Votes: 0GitHub stars: 2
- Grpo Rl TrainingExpert guidance for GRPO/RL fine-tuning with TRL for reasoning and task-specific model trainingVotes: 0GitHub stars: 2
- Github Code ReviewReview code changes by analyzing git diffs, leaving inline comments on PRs, and performing thorough pre-push review. Works with gh CLI or falls back to git + GitHub REST API via curl.Votes: 0GitHub stars: 2
- Token Budget AdvisorOffers the user an informed choice about how much response depth to consume before answering. Use this skill when the user explicitly wants to control response length, depth, or token budget. TRIGGER when: "token budget", "token count", "token usage", "token limit", "response length", "answer depth", "short version", "brief answer", "detailed answer", "exhaustive answer", "respuesta corta vs larga", "cuántos tokens", "ahorrar tokens", "responde al 50%", "dame la versión corta", "quiero contro...Votes: 0GitHub stars: 2
- Swiftui PatternsSwiftUI architecture patterns, state management with @Observable, view composition, navigation, performance optimization, and modern iOS/macOS UI best practices.Votes: 0GitHub stars: 2
- Swift Protocol Di TestingProtocol-based dependency injection for testable Swift code — mock file system, network, and external APIs using focused protocols and Swift Testing.Votes: 0GitHub stars: 2
- Swift Concurrency 6 2Swift 6.2 Approachable Concurrency — single-threaded by default, @concurrent for explicit background offloading, isolated conformances for main actor types.Votes: 0GitHub stars: 2
- Swift Actor PersistenceThread-safe data persistence in Swift using actors — in-memory cache with file-backed storage, eliminating data races by design.Votes: 0GitHub stars: 2
- Strategic CompactSuggests manual context compaction at logical intervals to preserve context through task phases rather than arbitrary auto-compaction.Votes: 0GitHub stars: 2
- Springboot VerificationVerification loop for Spring Boot projects: build, static analysis, tests with coverage, security scans, and diff review before release or PR.Votes: 0GitHub stars: 2
- Santa MethodMulti-agent adversarial verification with convergence loop. Two independent review agents must both pass before output ships.Votes: 0GitHub stars: 2
- Rust PatternsIdiomatic Rust patterns, ownership, error handling, traits, concurrency, and best practices for building safe, performant applications.Votes: 0GitHub stars: 2
- Repo ScanCross-stack source code asset audit — classifies every file, detects embedded third-party libraries, and delivers actionable four-level verdicts per module with interactive HTML reports.Votes: 0GitHub stars: 2
- Pytorch PatternsPyTorch deep learning patterns and best practices for building robust, efficient, and reproducible training pipelines, model architectures, and data loading.Votes: 0GitHub stars: 2
- Plankton Code QualityWrite-time code quality enforcement using Plankton — auto-formatting, linting, and Claude-powered fixes on every file edit via hooks.Votes: 0GitHub stars: 2
- Perl PatternsModern Perl 5.36+ idioms, best practices, and conventions for building robust, maintainable Perl applications.Votes: 0GitHub stars: 2
- Laravel VerificationVerification loop for Laravel projects: env checks, linting, static analysis, tests with coverage, security scans, and deployment readiness.Votes: 0GitHub stars: 2
- Kotlin PatternsIdiomatic Kotlin patterns, best practices, and conventions for building robust, efficient, and maintainable Kotlin applications with coroutines, null safety, and DSL builders.Votes: 0GitHub stars: 2
- Java Coding StandardsJava coding standards for Spring Boot services: naming, immutability, Optional usage, streams, exceptions, generics, and project layout.Votes: 0GitHub stars: 2
- Golang PatternsIdiomatic Go patterns, best practices, and conventions for building robust, efficient, and maintainable Go applications.Votes: 0GitHub stars: 2