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Interpret THOR scan results and explain what findings mean. Use when the user pastes THOR log lines, shares a log file, or asks how to triage Notices/Warnings/Alerts.

Create Claude Code subagent configurations for .claude/agents/. Defines specialized agents with isolated contexts. Use when creating dedicated agents for code review, testing, or domain-specific tasks.

Land a feature branch: pull from main, rebase the branch, create a PR, and merge it via rebase with automatic branch deletion. Use when ready to land a completed feature branch.

Generate and maintain a project structure index for fast AI navigation. Creates docs/structure.md with an AI-friendly map + tree. Use when starting a new project, after major changes, or when docs/structure.md is stale.

Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When OpenCode needs to work with professional documents (.docx files) for: (1) Creating new documents, (2) Modifying or editing content, (3) Working with tracked changes, (4) Adding comments, or any other document tasks

Search technical documentation using executable scripts to detect query type, fetch from llms.txt sources (context7.com), and analyze results. Use when user needs: (1) Topic-specific documentation (features/components/concepts), (2) Library/framework documentation, (3) GitHub repository analysis, (4) Documentation discovery with automated agent distribution strategy

Systematic debugging framework ensuring root cause investigation before fixes. Includes four-phase debugging process, backward call stack tracing, multi-layer validation, and verification protocols. Use when encountering bugs, test failures, unexpected behavior, performance issues, or before claiming work complete. Prevents random fixes, masks over symptoms, and false completion claims.

Runs common Buck2 queries for dependency analysis, target inspection, and build graph exploration. Use when investigating dependencies, finding reverse dependencies, filtering by rule type, or understanding target relationships in the monorepo.

Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx files) for: (1) Creating new documents, (2) Modifying or editing content, (3) Working with tracked changes, (4) Adding comments, or any other document tasks

Use when creating new skills, editing existing skills, or verifying skills work before deployment - applies TDD to process documentation by testing with subagents before writing, iterating until bulletproof against rationalization

Guide for debugging with targeted log injection and runtime analysis

Use when encountering mapify CLI or MCP usage errors (no such command, no such option, parameter not found). Provides mem0 MCP and validate command corrections with common mistake patterns.

Implements file-based planning for MAP Framework workflows with branch-scoped task tracking in .map/ directory. Prevents goal drift via automatic plan synchronization before tool use and validates completion state on exit.

Manage Google Docs and Google Drive with full document operations and file management. Includes Markdown support for creating formatted documents with headings, bold, italic, lists, tables, and checkboxes. Also supports Drive operations (upload, download, share, search).

Create new Agent Skills following the official specification and best practices. Use when the user wants to create a skill, write a SKILL.md file, or package instructions/workflows for reuse across conversations.

Capture and inspect specific screen regions (e.g., mobile simulators, app windows) using a background streaming process. Use for UI debugging and troubleshooting.

Review and refine MCP skill descriptions to follow the agent skill specification, and record approved overrides in dev-swarm/mcp_descriptions.yaml. Use when the user asks to update one MCP skill description, all skills from a server, or all MCP skills.

CLI application patterns for Python. Triggers on: cli, command line, typer, click, argparse, terminal, rich, console, terminal ui.

Modern find-and-replace using sd (simpler than sed) and batch replacement patterns. Triggers on: sd, find replace, batch replace, sed replacement, string replacement, rename.

FastAPI web framework patterns. Triggers on: fastapi, api endpoint, dependency injection, pydantic model, openapi, swagger, starlette, async api, rest api, uvicorn.

Troubleshoot Claude Code extensions and behavior. Triggers on: debug, troubleshoot, not working, skill not loading, hook not running, agent not found.

Docker and Kubernetes patterns. Triggers on: Dockerfile, docker-compose, kubernetes, k8s, helm, pod, deployment, service, ingress, container, image.

Security patterns and OWASP guidelines. Triggers on: security review, OWASP, XSS, SQL injection, CSRF, authentication, authorization, secrets management, input validation, secure coding.

Search code by AST structure using ast-grep. Find semantic patterns like function calls, imports, class definitions instead of text patterns. Triggers on: find all calls to X, search for pattern, refactor usages, find where function is used, structural search, ast-grep, sg.

pytest testing patterns for Python. Triggers on: pytest, fixture, mark, parametrize, mock, conftest, test coverage, unit test, integration test, pytest.raises.

Cross-language testing strategies and patterns. Triggers on: test pyramid, unit test, integration test, e2e test, TDD, BDD, test coverage, mocking strategy, test doubles, test isolation.

Analyze codebase with tokei (fast line counts by language) and difft (semantic AST-aware diffs). Get quick project overview without manual counting. Triggers on: how big is codebase, count lines of code, what languages, show semantic diff, compare files, code statistics.

Use when generating tests for backend code (Express routes, MongoDB models, Node services) - analyzes file type, detects test framework from package.json, generates comprehensive tests with setup/teardown and edge case coverage

Claude Codeのログ分析からSkillを自動生成するスキル。操作パターンを検出し、繰り返し作業をSkill化して自動化を支援する。

Git worktreeを使用した並行作業管理。実装開始時にworktreeを作成し、完了時に削除する。

Run comprehensive Elixir quality checks (format, credo, dialyzer, tests) with proper error handling and reporting. Use when validating code quality, before commits, or preparing for deployment.

This skill should be used when extracting structured data from scientific PDFs for systematic reviews, meta-analyses, or database creation. Use when working with collections of research papers that need to be converted into analyzable datasets with validation metrics.

Build comprehensive randomization lists for creative entropy. Use when you need to create or expand lists of story elements (professions, locations, objects, names, etc.) for use with entropy tools. Leverages research sources like Kiwix/Wikipedia to build lists with good variety and size.

Synthesize themes from weekly reviews

Add these sections to the talk note

Create and maintain AgentV YAML evaluation files for testing AI agent performance. Use this skill when creating new eval files, adding eval cases, or configuring custom evaluators (code validators or LLM judges) for agent testing workflows.

Test Java applications - JUnit 5, Mockito, integration testing, TDD patterns

Master JPA/Hibernate - entity design, queries, transactions, performance optimization

Containerize Java applications - Dockerfile optimization, JVM settings, security

Read and write LAS (Log ASCII Standard) well log files. Handles LAS 1.2 and 2.0 formats for borehole geophysical, geological, and petrophysical data.

Instagram Reels & Carousel ad creation with Remotion. Use when creating vertical videos (9:16) for Instagram Reels/Stories or carousel posts (4:5). Includes safe zones, typography specs, voiceover integration, animations, and export settings.

Process raw session transcripts into daily summaries and update long-term memory with patterns and insights. Run when prompted or weekly.

Use when GitHub PR or branch has failing checks and you need to find Konflux pipeline information (cluster, namespace, PipelineRun name). Teaches gh CLI commands to identify Konflux checks (filter out Prow/SonarCloud), extract PipelineRun URLs from builds and integration tests, and parse URLs for kubectl debugging.

Expert in managing Obsidian vaults using obsidian-cli workflows for reading, writing, searching, moving, and organizing notes while preserving wiki-link integrity and vault structure. Automatically activates when working with Obsidian vaults, markdown notes with wiki-links, or when internal link integrity needs to be preserved during file operations.

GCP 리소스 정리 (Read-Only 스캔)

Reference for ASN.1 notation, BER (Basic Encoding Rules), and DER (Distinguished Encoding Rules). Use when decoding/encoding binary data, debugging ASN.1 structures, or understanding PKCS standards.

Skill for testing Obsidian plugin features in obsidian-plugin-template. Use for automated, manual, and integration test workflows specific to Obsidian plugins.

> Host-side watcher that executes commands on behalf of sandboxed Cowork sessions.

Use always - non-negotiable rules for TypeScript safety, socket events, and React patterns

Register visitor vehicle parking reservations on Aptner (아파트너) apartment management system. Use this skill when: user wants to register visitor cars, create recurring parking reservations, check existing reservations, or delete parking reservations for their apartment. Requires: APTNER_ID and APTNER_PW credentials (in .env file or provided by user).

Use when implementing Auth0 authentication in Nuxt 3/4 applications, configuring session management, protecting routes with middleware, or integrating API access tokens - provides setup patterns, composable usage, and security best practices for the @auth0/auth0-nuxt SDK

Use when adding authentication to Next.js applications with both server and client-side auth - supports App Router and Pages Router with @auth0/nextjs-auth0 SDK

Use when adding authentication to Express.js server-rendered web applications with session management - integrates express-openid-connect for traditional web apps

Use when adding authentication to React Native or Expo mobile apps (iOS/Android) with biometric support - integrates react-native-auth0 SDK with native deep linking

法律文件脱敏/还原工具 - 将法律文档中的敏感信息进行智能替换和脱敏处理，或将脱敏稿还原为原文 <examples> - 帮我把这份合同脱敏处理 - 我需要脱敏这个法律文件 - 生成脱敏版本的合同文档 - 将这份法律文书中的敏感信息替换掉 - 创建合同的脱敏版本 - 帮我把脱敏稿还原成原文 - 使用比对词还原审核稿 </examples>

Use this skill to query your Google NotebookLM notebooks directly from Claude Code for source-grounded, citation-backed answers from Gemini. Browser automation, library management, persistent auth. Zero hallucinations, just your knowledge base.

Provides comprehensive Zig programming language expertise including syntax, standard library, build system, memory management, error handling, and C interoperability. Use this skill when working with Zig code, learning Zig concepts, debugging compilation errors, or building Zig applications across multiple versions (0.2.0 through master).

SQL schema conventions for Quiver. When writing SQL schemas for Quiver, follow these conventions strictly.

Minimal SPARV workflow (Specify→Plan→Act→Review→Vault) with 10-point spec gate, unified journal, 2-action saves, 3-failure protocol, and EHRB risk detection.

Initialize .saga/ directory structure for SAGA epic/story workflow

Start autonomous story implementation

Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx files) for: (1) Creating new documents, (2) Modifying or editing content, (3) Working with tracked changes, (4) Adding comments, or any other document tasks

Generates professional slide deck images from content. Creates outlines with style instructions, then generates individual slide images. Use when user asks to "create slides", "make a presentation", "generate deck", "slide deck", or "PPT".

Compresses images to WebP (default) or PNG with automatic tool selection. Use when user asks to "compress image", "optimize image", "convert to webp", or reduce image file size.

Download and transcribe videos from YouTube, Bilibili, TikTok and 1000+ platforms. Use when user requests video download, transcription (转录/字幕提取), or converting video to text/markdown. Supports quality selection, audio extraction, playlist downloads, cookie-based authentication, and AI-powered transcription via SiliconFlow API (免费转录).

Knowledge comic creator supporting multiple art styles and tones. Creates original educational comics with detailed panel layouts and sequential image generation. Use when user asks to create "知识漫画", "教育漫画", "biography comic", "tutorial comic", or "Logicomix-style comic".

Use this skill when users want to scrape web content and convert it to clean Markdown or PDF. Handles workflows like "Save this webpage as PDF", "Fetch this article", "抓取网页内容", or "转换为PDF". Supports crawl4ai for general web scraping and Playwright-based WeChat (微信公众号) article fetching with anti-bot bypass. Automatically converts to PDF by default unless user specifies Markdown-only.

Rapid prototyping tool for React interactive demos and single-file HTML artifacts. Uses shadcn/ui component library with 40+ components. Perfect for product demos, design validation, and shareable browser previews.

MCP server development for AI agents. Designs tool schemas, implements Python/TypeScript servers, creates evaluation tests. Supports GitHub/Notion/Slack integrations with complete templates and automation scripts.

Comprehensive codebase analysis for building mental model of project structure, dependencies, and implementation context. Use when needing to: (1) Understand project architecture before review or documentation, (2) Find dependencies and shared modules, (3) Locate implementation markers (AICODE-*), (4) Prepare context for review, memory generation, or agent creation. Triggers on: analyze code, load code context, scan codebase, understand project structure.

Color palette and theme generation from brand colors. Use when setting up project theming, creating shadcn/Tailwind color schemes, checking WCAG accessibility contrast, or building dark mode. Includes API tools for palette generation and contrast validation.

Dramatic animated effects for landing pages and marketing sites. Use when user needs "wow-factor", hero sections with spotlights/aurora, 3D hover cards, text reveal animations, animated backgrounds. Built on Framer Motion + Tailwind. NOT for basic UI (use shadcn) or SaaS dashboards (use Magic UI).

Create specialized Claude Code agents in `.claude/agents/` directory.

Polished SaaS landing page components. Use for number tickers/stats animations, logo marquees, bento grids, device mockups (iPhone, Safari), shimmer/rainbow buttons, typing effects. Professional marketing polish built on Framer Motion + Tailwind. For dramatic hero effects use Aceternity, for basic UI use shadcn.

MCP search tool availability check and routing. Determines which search providers are available (Tavily, SerpApi, WebSearch) and provides configuration guidance. Use before executing web searches to ensure proper tool selection.

CppSkillApiSubsystem 世界原语 - 加载关卡、生成/查找/销毁 Actor、设置属性和 Transform

Set up and configure MCP (Model Context Protocol) servers with Claude Code. Use when the user wants to connect Claude Code to external tools, databases, APIs, or services via MCP. Handles HTTP, SSE, and stdio server configurations with proper authentication.

Git-branchless stacked diffs workflow patterns and command reference

Audit and prepare a Django codebase for parallel multi-agent development. Use when asked to check if a Django project is ready for parallelization, prepare a repo for multi-agent work, audit codebase structure, set up orchestration infrastructure, or identify blockers for parallel development. Analyzes Django apps, models, migrations, and module boundaries.

Port management for local development with git worktrees. Use when setting up local development environments, booking ports for services to avoid collisions between parallel worktrees, or configuring docker-compose with dynamic ports.

SvelteKit patterns for devhub-crm. Use for remote functions (query, form, command), routing, and server-side logic.

Database migration patterns for SQLite. Use when creating migrations, modifying schema, or running database changes.

Use when implementing features from feature-list.json, writing code following project patterns, or using MCP tools efficiently. Load in IMPLEMENT state. Covers coding patterns, test writing, health checks, and token-efficient MCP usage (defer_loading for 85% savings).

Use when implementing hooks that BLOCK invalid actions, creating quality gates for state transitions, or enforcing tested:true verification. Load when designing enforcement mechanisms. Uses exit code 2 to block, JSON permissionDecision:deny, or updatedInput modification. Rules are instructions; hooks are enforcement.

Use when setting up global hooks for Claude Code enforcement. Load when ~/.claude/hooks/ is missing or incomplete, or when explicitly requested. Installs 7 project-agnostic hooks (state transitions, git hygiene, outcome tracking). Run once per machine.

Use when running tests to validate implementations, collecting test evidence, or debugging failures. Load in TEST state. Covers unit tests (pytest/jest), API tests (curl), browser tests (Claude-in-Chrome), database verification. All results are code-verified, not LLM-judged.

DaisyUI v5 design system. Use for backgrounds, borders, text sizes, opacity, semantic colors, and spacing.

SQLite operations using better-sqlite3 with prepared statements. Use when implementing CRUD operations, timestamps, and user-scoped queries with row-level security.

Vitest browser mode component testing. Use for testing Svelte 5 components with real browsers, locators, accessibility patterns, and reactive state.

Use Tavily Search API for optimized, real-time web search results for RAG. Requires TAVILY_API_KEY.

Create and manage Omarchy desktop themes. Use when working with colors.toml, terminal themes (Alacritty/Kitty/Ghostty), Hyprland colors, Waybar styling, btop themes, or theme installation/removal.

Domain-specific configuration profiles for learning resource creation. Defines search strategies, special fields, terminology policies, and content structures for different academic domains: technology, history, science, arts, and general. Use when researcher or writer agents need domain-adapted behavior.

Debug Neovim/LazyVim configuration issues. Use when: user reports Neovim errors, keymaps not working, plugins failing, or config problems. Provides systematic diagnosis through hypothesis testing, not just checklists. Think like a detective narrowing down possibilities.

Neovim plugin ecosystem research. Use for: version compatibility, GitHub issues, breaking changes, plugin alternatives. Provides systematic investigation patterns for plugin-related problems.

Use for kubectl, CNPG, and kustomize/helm operations in this repo, including rollouts and cluster debugging.

GitOps workflows for this repo: edit Argo CD/Kubernetes/infra manifests in version control, validate changes, and rely on Argo CD to sync. Use when tasks touch argocd/, kubernetes/, tofu/, ansible/, or deployment/runbook changes, or when asked to roll out services via GitOps.

Laravel 12 best practices, Eloquent patterns, service classes, Form Requests, and PHP 8.x features. Use when working with Laravel projects, controllers, models, migrations, or any PHP backend code.

Validate skill directories against AgentSkills spec

Create webhook handlers for Frappe integrations. Use when implementing webhooks, event-driven integrations, or external system notifications.

Shared branch creation and verification logic for sequential and parallel task execution - handles git operations, HEAD verification, and MODE-specific behavior