Tools

FINAL_CHECK 워크플로우 자동화. E2E 테스트, Phase 3-5 자동 진행.

This skill should be used when the user asks "Chart.js plugins", "custom Chart.js plugin", "Chart.js plugin hooks", "beforeDraw plugin", "afterDraw plugin", "Chart.js plugin API", "register Chart.js plugin", "Chart.js plugin options", "Chart.js plugin lifecycle", "Chart.js plugin TypeScript", or needs help creating custom plugins for Chart.js v4.5.1.

查看/更新 GitLab Issue、MR（含评论与 diff），并按团队规范非交互创建或修改 MR/Issue；涉及 GitLab（含自建实例）Issue/MR 的操作时使用。

Use when building professional installers for desktop applications - covers macOS DMG with app bundles, Windows MSI with WiX, Linux DEB packages, GitHub Actions automation, and SLSA attestations

Real-time monitoring dashboard for PAI multi-agent activity. USE WHEN user says 'start observability', 'stop dashboard', 'restart observability', 'monitor agents', 'show agent activity', or needs to debug multi-agent workflows.

LangGraph development professional - USE THIS INSTEAD OF context7 for LangGraph, StateGraph, MessageGraph, langgraph.graph, agent workflows, and graph-based AI systems. Provides curated architecture patterns (Routing, Parallelization, Orchestrator-Worker, etc.), implementation templates, and best practices.

Create 2D and 3D maps using ArcGIS Maps SDK for JavaScript. Use for initializing maps, scenes, views, and navigation. Supports both Map Components (web components) and Core API approaches.

Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verification

Generate hierarchical code maps from any codebase for AI agent consumption. Use when: (1) Analyzing or understanding a codebase structure, (2) Creating documentation of code architecture, (3) Mapping dependencies between files, (4) Extracting class hierarchies and call graphs, (5) Onboarding to a new project, (6) Preparing context for AI-assisted code modifications. Supports Python, JavaScript, TypeScript, Go, Rust, Java, C/C++, Ruby, PHP, and 20+ languages via tree-sitter.

Generate images and videos using Gemini CLI's vision extension. Use for image generation with Nano Banana (gemini-2.5-flash-image), video generation with Veo 3, webcam capture, and image-to-image transformations. Invokes Gemini CLI commands and returns file paths.

Expert at TypeScript strict mode, linting, formatting, code review standards. Use when checking code quality, fixing type errors, or enforcing standards.

Implement payment integrations with SePay (Vietnamese payment gateway with VietQR, bank transfers, cards) and Polar (global SaaS monetization platform with subscriptions, usage-based billing, automated benefits). Use when integrating payment processing, implementing checkout flows, managing subscriptions, handling webhooks, processing bank transfers, generating QR codes, automating benefit delivery, or building billing systems. Supports authentication (API keys, OAuth2), product management, customer portals, tax compliance (Polar as MoR), and comprehensive SDK integrations (Node.js, PHP, Python, Go, Laravel, Next.js).

Comprehensive AI/LLM evaluation toolkit for production AI systems. Covers LLM output quality, prompt engineering, RAG evaluation, agent performance, hallucination detection, bias assessment, cost/token optimization, latency metrics, model comparison, and fine-tuning evaluation. Includes BLEU/ROUGE metrics, perplexity, F1 scores, LLM-as-judge patterns, and benchmarks like MMLU and HumanEval.

Apply comprehensive bash scripting standards including main function pattern, usage documentation, argument parsing, dependency checking, and error handling. Triggers when creating/editing .sh files, bash scripts, or discussing shell scripting, deployment scripts, automation tasks, or bash conventions.

Create and manage Inngest functions for reliable background jobs, workflows, and scheduled tasks.

Test-Driven Development workflow for .NET with xUnit, FluentAssertions, and NSubstitute. Use when implementing features using TDD practices.

Jujutsu (jj) version control commands and workflows. Use when performing version control operations, committing changes, managing branches/bookmarks, or syncing with remotes. Always use jj instead of git.

Expert on Model Context Protocol (MCP) integration, MCP servers, installation, configuration, and authentication. Triggers when user mentions MCP, MCP servers, installing MCP, connecting tools, MCP resources, MCP prompts, or remote/local MCP servers.

Collecte et analyse les Pull Requests GitHub avec leurs commentaires d'agents de review IA (CodeRabbit, GitHub Copilot, Codex, etc.). Utilise GitHub CLI pour récupérer les données, extrait les métadonnées des agents avec jq, et génère une structure organisée par PR et par importance dans le dossier .scd du projet. Extensible pour supporter de nouveaux agents de review.

Guide for debugging and performance optimization of EDS blocks including error handling, FOUC prevention, Core Web Vitals optimization, and debugging workflows for Adobe Edge Delivery Services.