Use when adding CI/CD, creating workflows, auditing GitHub Actions, or fixing action pinning. Creates and audits workflows for SHA pinning and permissions.
EnglishCreates AI agent task management structure with feature backlog (ai/tasks/), TDD enforcement, and progress tracking. Use when setting up agent-foreman, initializing feature-driven development, creating task backlog, or enabling TDD mode. Triggers on 'init harness', 'setup feature tracking', 'create feature backlog', 'enable strict TDD', 'initialize agent-foreman'.
EnglishJPA/Hibernate patterns for entity design, relationships, query optimization, transactions, auditing, indexing, pagination, and pooling in Spring Boot.
EnglishKotlin/Spring Boot patterns for Orca service - use when implementing backend features, writing services, repositories, or…
EnglishPython code style, linting, formatting, naming conventions, and documentation standards. Use when writing new code, reviewing style, configuring linters, writing docstrings, or establishing project standards.
EnglishPython development principles and decision-making. Framework selection, async patterns, type hints, project structure. Teaches thinking, not copying.
EnglishUse when user says "research", "리서치", "조사해줘", "wiki에서 찾아", "연구해줘", or wants to ask questions against their knowledge base and have answers automatically filed back. Do NOT use for individual note creation (use obsidian-note) or article translation (use translate-article).
EnglishGuidelines for authoring SKILL.md files with progressive disclosure. Apply when editing files under .claude/skills/ or creating new skills. Use for pattern extraction, skill assimilation, simplification, bullet format. Keywords: skill creation, SKILL.md, progressive disclosure, reference files, pattern extraction, skill assimilation, bullet format, guideline skill.
English中文优先:用于Spring Boot模式相关任务,帮助识别、设计、实现或验证对应工作流。English keywords: Spring Boot architecture patterns, REST API design, layered services, data access, caching, async processing, and logging. Use for Java Spring Boot backend work.
English中文优先:用于Spring Boot安全相关任务,帮助识别、设计、实现或验证对应工作流。English keywords: Spring Security best practices for authn/authz, validation, CSRF, secrets, headers, rate limiting, and dependency security in Java Spring Boot services.
EnglishTest-driven development for Spring Boot using JUnit 5, Mockito, MockMvc, Testcontainers, and JaCoCo. Use when adding features, fixing bugs, or refactoring.
English中文优先:用于Spring Boot验证相关任务,帮助识别、设计、实现或验证对应工作流。English keywords: Verification loop for Spring Boot projects: build, static analysis, tests with coverage, security scans, and diff review before release or PR.
EnglishTransform slow database queries into lightning-fast operations through systematic optimization, proper indexing, and query plan analysis.
EnglishTranslate MDX articles between English and Japanese for global engineers. Use when the user says "translate this article", "convert to Japanese/English", or asks to localize content in src/content/docs/. Auto-detects source language and outputs to the correct i18n path.
EnglishUse when user says "vault lint", "노트 점검", "vault 정리", "orphan notes", "링크 점검", or wants to check Obsidian vault health. Do NOT use for individual note creation (use obsidian-note) or tag management (use til-tagger).
EnglishCore compilation algorithm for the LLM Wiki Compiler. Reads source files from configured directories and compiles them into topic-based wiki articles. Supports both knowledge mode (markdown files) and codebase mode (code repositories). Called by /wiki-compile command.
EnglishExtract transcripts from YouTube videos and generate comprehensive, detailed summaries using intelligent analysis…
English中文优先:用于Go模式相关任务,帮助识别、设计、实现或验证对应工作流。English keywords: Idiomatic Go patterns, best practices, and conventions for building robust, efficient, and maintainable Go applications.
ChineseClaude Code 세션에서 새로운 기술/라이브러리/개념 학습 내용을 추출하여 TIL 문서로 정리. "학습 정리", "오늘 배운 것", "learning", "세션 요약" 등의 요청 시 자동 적용. TIL 레포지토리(~/dev/TIL)와 연동하여 자동으로 카테고리 분류 및 문서 생성.
Korean
AGENT SKILLS ATLASIncludes GitHub Actions, Init Harness, Jpa Patterns, and other workflows.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLISupported by the Atlas install prompt. Skill-specific requirements vary.
Pack stats
What’s included
Git Push
Git Push Guide. Use when user wants to push changes to remote repository safely.
GitHub Actions
Use when adding CI/CD, creating workflows, auditing GitHub Actions, or fixing action pinning. Creates and audits workflows for SHA pinning and permissions.
Init Harness
Creates AI agent task management structure with feature backlog (ai/tasks/), TDD enforcement, and progress tracking. Use when setting up agent-foreman, initializing feature-driven development, creating task backlog, or enabling TDD mode. Triggers on 'init harness', 'setup feature tracking', 'create feature backlog', 'enable strict TDD', 'initialize agent-foreman'.
Jpa Patterns
JPA/Hibernate patterns for entity design, relationships, query optimization, transactions, auditing, indexing, pagination, and pooling in Spring Boot.
Kotlin Patterns
Kotlin/Spring Boot patterns for Orca service - use when implementing backend features, writing services, repositories, or controllers
Python Code Style
Python code style, linting, formatting, naming conventions, and documentation standards. Use when writing new code, reviewing style, configuring linters, writing docstrings, or establishing project standards.
Python Patterns
Python development principles and decision-making. Framework selection, async patterns, type hints, project structure. Teaches thinking, not copying.
Research Session
Use when user says "research", "리서치", "조사해줘", "wiki에서 찾아", "연구해줘", or wants to ask questions against their knowledge base and have answers automatically filed back. Do NOT use for individual note creation (use obsidian-note) or article translation (use translate-article).
Skill Guide
Guidelines for authoring SKILL.md files with progressive disclosure. Apply when editing files under .claude/skills/ or creating new skills. Use for pattern extraction, skill assimilation, simplification, bullet format. Keywords: skill creation, SKILL.md, progressive disclosure, reference files, pattern extraction, skill assimilation, bullet format, guideline skill.
Springboot Patterns
中文优先:用于Spring Boot模式相关任务,帮助识别、设计、实现或验证对应工作流。English keywords: Spring Boot architecture patterns, REST API design, layered services, data access, caching, async processing, and logging. Use for Java Spring Boot backend work.
Springboot Security
中文优先:用于Spring Boot安全相关任务,帮助识别、设计、实现或验证对应工作流。English keywords: Spring Security best practices for authn/authz, validation, CSRF, secrets, headers, rate limiting, and dependency security in Java Spring Boot services.
Springboot TDD
Test-driven development for Spring Boot using JUnit 5, Mockito, MockMvc, Testcontainers, and JaCoCo. Use when adding features, fixing bugs, or refactoring.
Springboot Verification
中文优先:用于Spring Boot验证相关任务,帮助识别、设计、实现或验证对应工作流。English keywords: Verification loop for Spring Boot projects: build, static analysis, tests with coverage, security scans, and diff review before release or PR.
SQL Optimization Patterns
Transform slow database queries into lightning-fast operations through systematic optimization, proper indexing, and query plan analysis.
Translate Article
Translate MDX articles between English and Japanese for global engineers. Use when the user says "translate this article", "convert to Japanese/English", or asks to localize content in src/content/docs/. Auto-detects source language and outputs to the correct i18n path.
Vault Linter
Use when user says "vault lint", "노트 점검", "vault 정리", "orphan notes", "링크 점검", or wants to check Obsidian vault health. Do NOT use for individual note creation (use obsidian-note) or tag management (use til-tagger).
Wiki Compiler
Core compilation algorithm for the LLM Wiki Compiler. Reads source files from configured directories and compiles them into topic-based wiki articles. Supports both knowledge mode (markdown files) and codebase mode (code repositories). Called by /wiki-compile command.
Youtube Summarizer
Extract transcripts from YouTube videos and generate comprehensive, detailed summaries using intelligent analysis frameworks
Golang Patterns
中文优先:用于Go模式相关任务,帮助识别、设计、实现或验证对应工作流。English keywords: Idiomatic Go patterns, best practices, and conventions for building robust, efficient, and maintainable Go applications.
Learning Tracker
Claude Code 세션에서 새로운 기술/라이브러리/개념 학습 내용을 추출하여 TIL 문서로 정리. "학습 정리", "오늘 배운 것", "learning", "세션 요약" 등의 요청 시 자동 적용. TIL 레포지토리(~/dev/TIL)와 연동하여 자동으로 카테고리 분류 및 문서 생성.
Til
Today I Learned - 주제를 리서치하고 대화형으로 학습한 뒤 TIL 마크다운으로 저장
Quick start
- Choose your skills. Select individual skills above, or choose the entire pack.
- Copy the install prompt. Use Copy install prompt above the list.
- Send it to your agent. Paste into your coding agent’s chat. Your agent reviews the source and guides the setup.
Try it with your agent
After installation, start with a request like:
Use the Git Push skill to help with my task.
Ask me for the context you need before getting started.Requirements & license
- A coding agent that can access your project files and install skills.
- Your agent checks each skill’s instructions, dependencies, and permissions during setup.
- Reported license for the skills shown: MIT. The author’s terms apply.