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Outlier detection and handling using TD_OutlierFit

Partial auto-correlation analysis for direct lag relationships

Advanced parameter estimation and optimization for UAF models

Time series visualization and diagnostic plotting utilities

Ljung-Box portmanteau tests for model diagnostics and residual analysis

Power spectrum analysis for frequency domain insights and periodicity detection

Random forest ensemble classifier for high-accuracy classification

Comprehensive regression model evaluation using TD_RegressionEvaluator

Signal resampling and interpolation for rate conversion

Data scaling and normalization using TD_ScaleFit and TD_ScaleTransform

Seasonal pattern decomposition and analysis

Session analysis and user journey tracking

Missing value imputation using TD_SimpleImputeFit

Signal smoothing and noise reduction techniques

Power spectral density estimation for frequency content analysis

Statistical tests for time series stationarity (ADF, KPSS, PP tests)

Support Vector Machine for linear and non-linear classification

Term Frequency-Inverse Document Frequency for text analysis

Data splitting for model validation using TD_TrainTestSplit

Vector distance calculations for similarity analysis

Signal windowing for spectral analysis and leakage reduction

Use when implementing any feature or bugfix, before writing implementation code

Guide Test-Driven Development using Kent Beck's Red-Green-Refactor cycle. Use when writing tests, implementing features...

Evaluate if TDD is beneficial for current task and set up test-first approach. Use after plan and split strategy are dec...

明示的に呼び出されたときにのみ読み込みます。エージェントが自律的に呼び出す必要はありません。

A workflow that enforces genuine test-driven development: tests first, behavior-focused, with strong edge-case coverage.

Algorithmic decision tree enforcing test-first development via boolean conditions instead of imperatives

Use when implementing new features. Enforces TDD workflow - write tests FIRST, then implementation. Ensures AAA pattern,...

This skill should be used when executing plan tasks autonomously, implementing features using TDD, running the red-green...

Guide experienced developers through TDD failure scenarios and recovery procedures when tests behave unexpectedly

RED-GREEN-REFACTOR 워크플로우를 강제하는 TDD 개발 스킬

Main TDD workflow command. Finds next test in PLAN.md and executes complete TDD cycle automatically. This is the primary...

Implement minimal code to make failing tests pass in TDD green phase. Focuses on simplicity and making tests green witho...

Guide experienced developers through GREEN phase of TDD cycle - writing minimal implementation to pass failing tests

**TDD GUARDIAN**: '테스트 작성', '테스트 만들어', 'TDD', '단위 테스트', '통합 테스트', '커버리지', 'mock', '모킹' 요청 시 자동 발동. *.test.ts/*.spec.ts/t...

明示的に @agent-tdd-impl-engineer が呼び出すことで使用します。メインエージェントが使用する必要はありません。

container-use環境内でのTDD実装フロー（Red→Green→Refactor）、テスト項目書の活用、DBマイグレーションテストを定義

Enforce Test-Driven Development with strict Red-Green-Refactor cycle using integration tests. Auto-triggers when impleme...

Test-driven development loop for workflows - write tests first, then implementation

Test-Driven Development Iron Law. Write the test first. Watch it fail. Write minimal code to pass. No exceptions.

This skill should be used when the user asks to "write tests first", "use TDD", "test-driven development", "red green re...

Activate test-driven development mode. Expert in TDD methodology following Red-Green-Refactor cycle. Use when writing te...

Test-Driven Development methodology enforcing RED-GREEN-REFACTOR cycle. Use for writing tests first, preventing regressi...

Autonomous Feature-to-Commit TDD loop for long-running sessions

TDD Phase 1 SOLID 原則驅動拆分輔助工具。在 Phase 1（功能設計）階段分析功能範圍，識別獨立職責，產出拆分建議和版本號分配。確保設計階段就考慮 DIP、LSP、ISP，才能實踐 SRP 和 OCP。

Test-Driven Development for PHP with PHPUnit and Behat. Use this skill when writing tests, implementing features using T...

Create implementation plans following TDD methodology with test-first approach. Use this skill when creating implementat...

Review and reorder existing implementation plans to follow TDD methodology. Use when user has a plan that puts implement...