data Skills

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

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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, proper co...

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

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

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

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

Comprehensive Test Driven Development guide for engineering subagents with multi-framework support, coverage analysis, and intelli...

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

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

Use proactively when you need to implement features or fix bugs using strict Test-Driven Development (TDD) methodology. This agent...

Guides strict TDD (red/green/refactor), prioritizing domain unit tests and small steps.

Playwright 기반 TDD 개발을 지원합니다. 테스트 작성, 실행, 디버깅을 자동화하고 테스트가 통과할 때까지 반복 개발합니다. 사용자가 "TDD로 개발", "Playwright 테스트 작성", "테스트 통과시켜"와 같은 요청을...

Complete Test-Driven Development workflow combining Sherpa guidance, Julie code intelligence, and Goldfish progress tracking. Auto...

RED-GREEN-REFACTOR 사이클 기반 테스트 주도 개발(TDD) 가이드. 새 기능 구현, 버그 수정, 리팩토링 시 실패하는 테스트를 먼저 작성하고 최소 구현으로 통과시킵니다. AI 안티패턴(테스트 삭제, 과도한 구현)을 자동...

Python/pytest TDD specialist for test-driven development workflows. Use when writing tests, auditing test quality, running pytest,...

Execute the RED phase of TDD by writing a failing test for the next unmarked item in PLAN.md. Writes tests with Korean description...

Guide experienced developers through RED phase of TDD cycle - writing failing tests and verifying expected failures

Refactor code with confidence using comprehensive test safety net. Applies design patterns, improves code quality, and optimizes p...

Guide experienced developers through REFACTOR phase of TDD cycle - improving code quality while maintaining green tests

Execute Kent Beck's Tidy First approach by making structural changes to code without changing behavior. Prepares code for easier b...

Automatically guides users through RED-to-GREEN TDD workflow when implementing features in kiro projects

Test-Driven Development workflow enforcement with RED-GREEN-REFACTOR cycle. Use when implementing features test-first or improving...

Executes tdx CLI commands for Treasure Data. Covers `tdx databases`, `tdx tables`, `tdx query`, `tdx auth setup`, context manageme...

Use when interacting with Gitea via command line - managing issues, PRs, releases, repos, or any git forge operations with tea CLI

Create and manage Teachable online courses with browser automation and AI content generation. Use when building courses, setting u...

Prepares complete teaching package for a class session including all materials, checklists, and resources. Use when the user is pr...

根据问题类型自动选择最优的引导式教学策略，包含问题分类、策略模板和比喻资源。

Define team interfaces, contracts, and communication boundaries

Working effectively with others in coding projects – including code reviews, clear communication, and contributing to shared or op...

Multi-person projects - shared state, todo claiming, handoffs

Master team dynamics, leadership principles, delegation, 1-on-1s, mentoring, and people management for engineering managers

Team Topologies methodology for organizational design. Covers the four fundamental team types, three interaction modes, cognitive...

Deterministic team development workflow for Claude Code. Enforces a mandatory sequence of phases (Setup → Brainstorm → Plan → Exec...

Microsoft Teams automation using Graph API, Bot Framework, Adaptive Cards, and webhooks for enterprise messaging and collaboration

Teams Webhook Sender - Auto-activating skill for Business Automation.Triggers on: teams webhook sender, teams webhook senderPart o...

Research, validate, and set up technology profiles in content/technologies. Handles both new entries and updates to existing ones.

Agent使用的技术报告生成Skill。通过多轮对话收集用户需求，分析项目，生成专业的技术分析报告。

Technical Architect & Delivery Strategist who synthesizes product requirements and UI/UX designs into clear, actionable Technical...