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Code Review & Quality
Code review, refactoring, debugging, maintainability, and engineering quality
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Showing 12,025–12,048 of 15,943 skills
- CollectionDevelopment workflow for features, bugs, refactoring. Auto-activates for multi-file implementations.Votes: 0GitHub stars: 24
- CollectionPhilosophy-aware PR reviews checking alignment with amplihack principles. Use when reviewing PRs to ensure ruthless simplicity, modular design, and zero-BS implementation. Suggests simplifications, identifies over-engineering, verifies brick module structure. Posts detailed, constructive review comments with specific file:line references.Votes: 0GitHub stars: 24
- CollectionGenerates agentic outside-in tests using gadugi-agentic-test framework for CLI, TUI, Web, and Electron apps. Use when you need behavior-driven tests that verify external interfaces without internal implementation knowledge. Creates YAML test scenarios that AI agents execute, observe, and validate against expected outcomes. Supports progressive complexity from simple smoke tests to advanced multi-step workflows.Votes: 0GitHub stars: 24
- CollectionDevelopment workflow for features, bugs, refactoring. Auto-activates for multi-file implementations.Votes: 0GitHub stars: 24
- CollectionStream-JSON chaining for multi-agent pipelines, data transformation, and sequential workflowsVotes: 0GitHub stars: 24
- CollectionAdvanced GitHub Actions workflow automation with AI swarm coordination, intelligent CI/CD pipelines, and comprehensive repository managementVotes: 0GitHub stars: 24
- CollectionComprehensive GitHub code review with AI-powered swarm coordinationVotes: 0GitHub stars: 24
- CollectionDeep structural analysis of @Fake annotated interfaces examining method signatures, property definitions, generic type parameters, suspend functions, complexity assessment, and generation strategy recommendations. Use when analyzing interface structure, examining method signatures, checking generic patterns, assessing generation complexity, or when user mentions "analyze interface", "interface structure", "check methods", "assess complexity", interface names, or "generation strategy".Votes: 0GitHub stars: 24
- CollectionGuidelines for rRNA detection and prediction including prokaryotic (16S, 23S, 5S) and eukaryotic (18S, 28S, 5.8S, 5S) ribosomal RNA. Covers sequence patterns, secondary structure, HMM models, blast-based detection, length validation, and quality scoring for rRNA identification.Votes: 0GitHub stars: 24
- CollectionDebug TraitorSim agent memory systems including profile.md, diary entries, trust matrices (suspects.csv), and SKILL.md files. Use when troubleshooting agent behaviors, inspecting memory contents, validating memory updates, or when asked about agent memory, profile debugging, or trust matrix issues.Votes: 0GitHub stars: 24
- CollectionAI-powered unified development orchestrator (UV scripts migrated to builder-skill-uvscript)Votes: 0GitHub stars: 24
- CollectionApply private modules with public re-exports pattern for clean API design. Includes conditional visibility for docs and tests. Use when creating modules, organizing mod.rs files, or before creating commits.Votes: 0GitHub stars: 24
- CollectionRun comprehensive Rust code quality checks including compilation, linting, documentation, and tests. Use after completing code changes and before creating commits.Votes: 0GitHub stars: 24
- CollectionAI-powered testability assessment using 10 principles of intrinsic testability with Playwright. Evaluates web applications against Observability, Controllability, Algorithmic Simplicity, Transparency, Stability, Explainability, Unbugginess, Smallness, Decomposability, and Similarity. Use when assessing software testability, evaluating test readiness, identifying testability improvements, or generating testability reports.Votes: 0GitHub stars: 24
- CollectionApply XP practices including pair programming, ensemble programming, continuous integration, and sustainable pace. Use when implementing agile development practices, improving team collaboration, or adopting technical excellence practices.Votes: 0GitHub stars: 24
- CollectionFocus testing effort on highest-risk areas using risk assessment and prioritization. Use when planning test strategy, allocating testing resources, or making coverage decisions.Votes: 0GitHub stars: 24
- CollectionApply safe refactoring patterns to improve code structure without changing behavior. Use when cleaning up code, reducing technical debt, or improving maintainability.Votes: 0GitHub stars: 24
- CollectionUnvarnished technical criticism combining Linus Torvalds' precision, Gordon Ramsay's standards, and James Bach's BS-detection. Use when code/tests need harsh reality checks, certification schemes smell fishy, or technical decisions lack rigor. No sugar-coating, just surgical truth about what's broken and why.Votes: 0GitHub stars: 24
- Collection议题管理工具。从代码审查报告创建 GitHub Issues，跟踪和修复问题，管理技术债务。用于将审查结果转化为可执行任务、讨论特定问题、批量修复 issues。触发词：创建议题、管理 issue、修复问题、讨论 issue。Votes: 0GitHub stars: 24
- CollectionStructured multi-step reasoning for complex problems using MCP. Use this skill when facing architectural decisions, performance bottlenecks, complex debugging, system design challenges, or any problem requiring deep, systematic analysis. Leverages the sequential-thinking MCP server for rigorous step-by-step reasoning with up to 31,999 thinking tokens. Complements architecture-planner and performance-optimizer agents.Votes: 0GitHub stars: 24
- CollectionSystematic code review guidelines and checklist. Use this skill when reviewing code, conducting pull request reviews, or establishing code quality standards. Provides comprehensive review criteria covering functionality, design, testing, security, and documentation. Complements the code-quality agent.Votes: 0GitHub stars: 24
- CollectionAuthor high-quality assessment items (questions, prompts, tasks) aligned to learning objectives with answer keys and rubrics. Use when creating test questions, writing assessment items, or building item banks. Activates on "write assessment items", "create test questions", "develop quiz", or "author performance tasks".Votes: 0GitHub stars: 24
- CollectionGit operations with 100% commit consistency. Handles all git operations for commands including branch creation, atomic commits following project conventions, and PR creation. Always use this skill for git operations to ensure consistency.Votes: 0GitHub stars: 24
- CollectionTracks and manages technical debt using PMAT (Pragmatic AI Labs MCP Agent Toolkit). Use this skill when: - User asks about technical debt, TODO comments, or code quality issues - Planning sprint work and need to prioritize debt repayment - Conducting code audits or technical debt assessments - Tracking debt accumulation trends over time - Creating technical debt reports for stakeholders Detects SATD (Self-Admitted Technical Debt) annotations: TODO, FIXME, HACK, XXX, NOTE comments. Provides de...Votes: 0GitHub stars: 24