單元測試

Automatically generate comprehensive QA test plans when user mentions testing requirements, QA needs, or asks what should be tested. Analyzes code changes and features to create structured test scenarios. Invoke when user mentions "test plan", "QA", "what to test", "testing requirements", or "test scenarios".

AI-powered PR Author Agent that transforms Observability Diff Plans into Pull Requests. Use when: (1) Generating instrumentation code from Scout Agent output, (2) Creating OTel configuration, correlation headers, lineage specs, (3) Scaffolding telemetry validation tests, (4) Creating GitHub/GitLab PRs with observability artifacts. Triggers: "generate PR from diff plan", "create instrumentation PR", "scaffold observability code", "generate OTel config", "create telemetry PR".

Generate actionable, dependency-ordered task lists from implementation plans usingSpecification-Driven Development (SDD) methodology. Use when creating executablework breakdown, task lists, or executing the /tasks command.This skill analyzes design artifacts (plan, contracts, data models, test scenarios)and generates a sequenced task list with parallel execution markers. Tasks followTDD (test-first) and contract-first principles, with clear dependencies and file paths.Triggered by: /tasks command, user request for "task list", "work breakdown","implementation steps", or "what tasks do I need to complete?".

Exploit AWS, Azure, and GCP cloud misconfigurations including S3 buckets, IAM roles, metadata services, serverless functions, and cloud-specific privilege escalation. Use when pentesting cloud environments or assessing cloud security.

Generate comprehensive implementation plans using Specification-Driven Development (SDD)methodology. Use when creating technical design, implementation roadmap, or executingthe /plan command.This skill orchestrates the plan-template.md execution flow, generating research, datamodels, API contracts, and test scenarios. It validates constitutional compliance(Library-First, Test-First, Contract-First) and prepares for task generation.Triggered by: /plan command, user request for "implementation plan", "technical design","how to implement", or "design this feature".

Autonomous software development for agents with no persistent memory. Use when building, testing, or maintaining code projects. Ensures all work is independently verifiable without context from previous sessions.

Use this skill when implementing, modifying, or fixing ANY scraper, discovery, or extraction code in the packages/scrapers directory. Triggers for tasks involving SmartDiscoveryAgent, SmartDishFinderAgent, PuppeteerFetcher, search engines, platform adapters, or related components. Orchestrates a rigorous test-driven workflow with use case definition BEFORE coding, followed by verification.

Testing patterns including pytest, unittest, mocking, fixtures, and test-driven development with extended thinking integration. Activate for test writing, coverage analysis, TDD, hypothesis-driven development, and quality assurance tasks.

Enforces test-driven development (TDD) following Kent Beck's methodology. MANDATORY micro-cycle approach - write ONE test, watch it fail, write minimal implementation, refactor, then NEXT test. NEVER write all tests first or implementation first. Use for ANY code writing task.

This skill should be used when the user asks to "add a component", "use shadcn", "install Button", "create Dialog", "add Form", "use DataTable", "implement dark mode toggle", "use cn utility", or discusses UI components, component libraries, or accessible components. Always use the latest shadcn/ui version and modern patterns.

Enforce lint, formatting, typing, testing, and security hygiene across the ATFT-GAT-FAN codebase.

Programmatic verification of KB state: tickets, phases, tests, integrity.Provides scripts for automated checking at each workflow stage.SCRIPTS:- check_ticket.py: Ticket docs, tests, final status → next step- check_phase.py: Phase progress, all tickets complete?- check_tests.py: Trajectory, RED verification, coverage vs spec- check_integrity.py: Index.md matches dirs, roadmap has all active itemsUse when:- Checking ticket/phase completion- Validating before commit/archive- CI/CD automation- User says "status", "check", "verify"

Analyze test coverage gaps and report findings

Create database tables with Prisma ORM, migrations, and RLS policies. Use when user needs "create database table", "add [model] model", "set up RLS", "create migration", "store data in database", or "design schema". Generates Prisma models with proper naming conventions, creates migrations, sets up Row-Level Security policies, and syncs test database. Includes WorldCrafter patterns for relationships, tags, comments, activity logs, versions, world membership, collections, wiki pages, and bookmarks. Typically the FIRST skill for new features. Do NOT use for UI/forms (use worldcrafter-feature-builder), simple routes (use worldcrafter-route-creator), tests only (use worldcrafter-test-generator), or auth logic only (use worldcrafter-auth-guard).

Comprehensive performance benchmarking, regression detection, automated testing, and performance validation. Use for CI/CD quality gates, baseline comparisons, and systematic performance testing.

Onboard company employees (Claude Code CLI users) to use gapless-crypto-clickhouse package with ClickHouse Cloud credentials. Use when company employee needs to set up ClickHouse Cloud access, mentions first-time setup, credential configuration, connection testing, or troubleshooting ClickHouse Cloud connections.

Master enterprise-grade TypeScript development with type-safe patterns, modern tooling, and framework integration. This skill provides comprehensive guidance for TypeScript 5.9+, covering type system fundamentals (generics, mapped types, conditional types, satisfies operator), enterprise patterns (error handling, validation with Zod), React integration for type-safe frontends, NestJS for scalable APIs, and LangChain.js for AI applications. Use when building type-safe applications, migrating JavaScript codebases, configuring modern toolchains (Vite 7, pnpm, ESLint, Vitest), implementing advanced type patterns, or comparing TypeScript with Java/Python approaches.

Test-Driven Development workflow with RED-GREEN-REFACTOR cycle

Fix failing tests based on failure reports, verify fixes, and iterate until all tests pass. This skill should be used after test-executor generates failure reports, providing systematic debugging and fixing strategies that work with any framework or language.

Execute Taskfile commands for the Summerhouse project. Use for terraform operations (init, plan, apply, destroy, output), backend/frontend development, testing, and linting. Terraform uses environments (dev, prod) in infrastructure/environments/.