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A lightweight spec-driven / checkpoint-driven coding skill for strong models like GPT-5.4. It is used for high-input, high-frequency, multi-round code and agentic coding tasks, emphasizing communicati…
Expert Go backend code reviewer specializing in microservices, GORM/DAL patterns, dependency injection, and resource management. Focuses on logic correctness, goroutine leak detection, and Go-specific…
Specialized skills for handling complex object comparisons and deep validations. Use this when you need to compare deep objects, exclude specific properties, handle circular references, or validate DT…
Analyze the metric data in sprint-status.yaml to suggest model allocation optimization and difficulty retagging. It is a read-only skill that outputs results only through conversation without changing…
Reflect the recurring patterns found during code reviews in the sprint into conventions.md. Accumulate the rule sources of Convention Guard to improve the quality of reviews in the next sprint.
After grasping the project context, conduct a code review from an expert's perspective and, after user approval, perform parallel improvement work through the Agent Team SPAWN. Triggers: 코드리뷰, 코드 리뷰, …
A comprehensive guide to implementing Clean Architecture in software projects, based on the boot-backend-go-clean template.
When the user wants to solve lot-sizing problems with time-varying costs or demand, handle non-stationary inventory systems, or optimize replenishment with changing parameters over time. Also use when…
Security anti-pattern for insufficient randomness vulnerabilities (CWE-330). Use when generating or reviewing code that creates security tokens, session IDs, encryption keys, nonces, or any security-c…
ComfyUI node execution lifecycle - caching, fingerprint_inputs/IS_CHANGED, validate_inputs/VALIDATE_INPUTS, check_lazy_status, execution order. Use when debugging execution, implementing caching contr…
xUnit 測試輸出與記錄完整指南。當需要在 xUnit 測試中實作測試輸出、診斷記錄或 ILogger 替代品時使用。涵蓋 ITestOutputHelper 注入、AbstractLogger 模式、結構化輸出設計。包含 XUnitLogger、CompositeLogger、效能測試診斷工具實作。 Make sure to use this skill whenever the user m…
Use the Monitor pattern to coordinate the implementation of all Stories within an Epic. Delegate all difficulty level Stories to the agent, and only the Lead updates the sprint-status.yaml.
Produces structured code quality assessment reports for Frontend (Mobile & Web) or Backend codebases (IEEE 730/1016/829, Clean Code, OWASP). Use when the user asks for a code quality report, quality a…
Fetch devtap output for the current turn. Default to concise summaries and print raw logs only on explicit request.
When the user wants to optimize airline cargo operations, manage air freight, or improve cargo revenue. Also use when the user mentions "air cargo optimization," "cargo capacity management," "freight …
When the user wants to optimize hospital supply chain operations, manage medical materials, optimize PAR levels, or improve hospital inventory management. Also use when the user mentions "hospital sup…
Smart code scanner that detects Spring Boot patterns and routes to appropriate skills. Use when editing Java or Kotlin files in Spring Boot projects, working with pom.xml/build.gradle containing sprin…
Unit testing patterns, TDD workflow, test factories, fixtures, pure function testing, class testing. Activates when user mentions "unit test", "TDD", "test-driven", "factory pattern", "test fixtures",…
The specialized skill of using NSubstitute to create test doubles (Mock, Stub, Spy). Use this when you need to isolate external dependencies, simulate interface behavior, or verify method calls. It co…
Perform multi-perspective reviews using the Discourse pattern. Handle both Tech Spec reviews and Epic integration code reviews, and separate consensus/non-consensus according to the dispute resolution…
Verify plan consistency, generate summaries, maintain plan health. Use for review, verification, summaries, or plan maintenance. Mostly read-only with maintenance operations.
Pre-implementation validation framework requiring ≥90% confidence before coding. Prevents wrong-direction work by assessing duplicates, architecture alignment, documentation, OSS references, and root …
When the user wants to implement or optimize cycle counting programs, improve inventory accuracy, or design physical inventory processes. Also use when the user mentions "inventory accuracy," "physica…
Meta-security analysis that finds structural gaps missed by Black Team (historical patterns) and Red Team (novel techniques). Use when analyzing why audits fail, why patches get bypassed, systemic ris…