Git & Version Control

Use GitLab scripts instead of GitLab MCP for both read and write operations. Read operations (gitlab-mr-comments, gitlab-list-mrs) for fetching MR data. Write operations (gitlab-create-mr, gitlab-comment-mr, gitlab-inline-comment, gitlab-update-mr) for creating/updating MRs and posting inline code comments. Use when reviewing code, creating MRs, commenting on MRs, adding inline code review comments, updating MR metadata, listing MRs, or working with GitLab merge requests. Replaces 82 MCP functions (80k tokens) with lightweight bash scripts.

Execute Gray Swan Wave 3 MITM challenges across 10 challenges and 90 AI models using Playwright automation, tiered execution strategy, and compliance framing. Use for Wave 3 healthcare, critical infrastructure, WordPress, and web vulnerability challenges.

Expertise in deployment automation, container orchestration, and infrastructure as code. Activates when working with "deploy", "kubernetes", "docker", "terraform", "helm", "k8s", "container", or cloud infrastructure.

Detect AI/LLM-generated text patterns in research writing. Use when: (1) Reviewing manuscript drafts before submission, (2) Pre-commit validation of documentation, (3) Quality assurance checks on research artifacts, (4) Ensuring natural academic writing style, (5) Tracking writing authenticity over time. Analyzes grammar perfection, sentence uniformity, paragraph structure, word frequency (AI-typical words like 'delve', 'leverage', 'robust'), punctuation patterns, and transition word overuse.

Creates structured technical development tickets when users request ticket creation, need to write tickets, ask to generate task specifications, or mention creating development work items. Transforms oral descriptions into well-formatted tickets with technical requirements, specifications, and impact analysis for project management systems used by L'Oréal development teams.

Create publication-quality scientific figures with matplotlib, seaborn, and plotly. Includes multi-panel layouts, error bars, significance markers, colorblind-safe palettes, and journal-specific export (PDF/EPS/TIFF). Use when creating figures for manuscripts, presentations, or any research visualization.

Implement Stripe payment processing for robust, PCI-compliant payment flows including checkout, subscriptions, and webhooks. Use when integrating Stripe payments, building subscription systems, or implementing secure checkout flows.

ブランチ作成Skill。仕様策定用（spec/*）または実装用（impl/*）のブランチを作成。/spec や spec-workflow から呼び出される。

Plan and triage work into GitHub issues. Use when Codex needs to decide whether a new issue is required, describe the problem, outline high-level plans and goals, propose architecture, split large work into sub-issues, add labels, and create a GitHub branch for each issue using gh.

Enforce structured git workflow with conventional commits, feature branches, semver versioning, and work logging. Use for all code changes to prevent work loss and maintain history.

Detect and synchronize Node.js version specifications across project files.

Update existing pull request title and description based on latest changes.Use when user wants to refresh PR with latest commits. Triggers include:- Korean: "PR 업데이트해줘", "PR 수정해줘", "PR 다시 만들어줘"- English: "update PR", "refresh PR", "regenerate PR description"- Context: User has existing PR and wants to update title/description after adding more commits

Multi-repository synchronization coordinator for version alignment, dependency sync, and cross-package integration. Use for package synchronization, version management, documentation alignment, and coordinated releases across multiple repositories.

Manage Kyverno policy lifecycle from creation to enforcement. Add policies safely, monitor compliance, handle exceptions, and maintain GitOps-driven operations.

This skill generates comprehensive chapter content for intelligent textbooks after the book-chapter-generator skill has created the chapter structure. Use this skill when a chapter index.md file exists with title, summary, and concept list, and detailed educational content needs to be generated at the appropriate reading level with rich non-text elements including diagrams, infographics, and MicroSims. (project, gitignored)

这个skill专门用于监控GitHub上的热门AI项目，获取项目的简述信息和不同时间范围的更新状态。当用户需要了解GitHub AI项目动态时使用此skill。通过智能分析项目的活跃度、星标增长、提交频率等指标，为用户提供AI领域最具潜力和活跃度的开源项目洞察。

Use when Python code runs slowly, needs profiling, requires async/await patterns, or needs concurrent execution - covers profiling tools, optimization patterns, and asyncio; measure before optimizing (plugin:python@dot-claude)

Implements a planned GitHub issue by following the implementation plan. Takes a GitHub issue number. Use when the user wants to implement a ticket, work on an issue, or says "implement ticket X" or "do issue

Automatically process open GitHub bug reports by spawning subagents that use the frontend-debug skill to fix each issue in isolated branches. This skill should be used when the user wants to systematically address multiple GitHub Issues without context pollution in the main session. Ideal for batch bug-fixing workflows.

Generate commit messages by analyzing git diff following Conventional Commits format. Use when user says "commit", "commit my changes", "write a commit message", "what should I commit as", needs help describing changes, or is about to commit without a message.