Skill rating

Read-only drift detector. Diffs SPEC.md against current code and reports violations grouped by severity. Writes nothing — suggests remedies via the spec or build skills but never invokes them. Trigger

This skill should be used when the user wants to set up shinkoku for the first time, initialize their configuration, or update their existing settings. Trigger phrases include: "セットアップ", "初期設定", "設定ファ

Fetch dependency source code to give AI agents deeper implementation context. Use when the agent needs to understand how a library works internally, read source code for a package, fetch implementatio

Comprehensive toolkit for detecting and eliminating "AI slop" - generic, low-quality AI-generated patterns in natural language, code, and design. Use when reviewing or improving content quality, preve

Run Semgrep static analysis scan on a codebase using parallel subagents. Supports two scan modes — "run all" (full ruleset coverage) and "important only" (high-confidence security vulnerabilities). Au

Write readable, maintainable code through disciplined naming, small functions, and clean error handling. Use when the user mentions "code review", "naming conventions", "function too long", "code smel

Vitest testing guide. Use when writing or updating tests, fixing failing tests, improving coverage, debugging test issues, or setting up mocks.

Use this skill whenever the user wants to integrate Loops from application code, backend services, webhook handlers, or server-side automation. This includes the Loops HTTP API and official SDKs for s

Build a composable CLI for Codex from API docs, an OpenAPI spec, existing curl examples, an SDK, a web app, an admin tool, or a local script. Use when the user wants Codex to create a command-line too

Write an implementation spec to docs/<feature-slug>/spec.md and pause for human review. Use when the user says "write a spec" or "spec this out", or when implementation requirements, contracts, invari

Generate and improve accessible alt text for data visualizations and images in R packages and Quarto documents. Use when the user wants to add, improve, or audit alt text for figures in a pkgdown site

Review PyTorch pull requests for code quality, test coverage, security, and backward compatibility. Use when reviewing PRs, when asked to review code changes, or when the user mentions "review PR", "c

Creates a new AEM Edge Delivery site from scratch — GitHub repo from the boilerplate, aem-code-sync installation, initial DA content (nav, footer, homepage), and a live preview URL. Use this skill whe

guidelines for creating, reviewing, updating, and searching ADK documentation - use when users ask about writing, maintaining, or auditing ADK bot docs

Calculates targeted CRAP (Change Risk Anti-Patterns) scores for a named .NET method, class, or single source file. Use when the user explicitly asks to compute CRAP scores or assess risky untested cod

Use when writing unit/integration tests for Vite projects - configure vitest.config.ts, write test suites with describe/it, create mock implementations with vi.fn and vi.mock, set up code coverage thr

Guide for creating and writing Expo native modules and views using the Expo Modules API (Swift, Kotlin, TypeScript). Covers module definition DSL, native views, shared objects, config plugins, lifecyc

Comprehensive Mastra framework guide for building agents, workflows, tools, memory, workspaces, and storage with current APIs. Use for documentation lookup, API verification, TypeScript setup, common

Bootstrap, develop, and design modern WinUI 3 desktop applications with C# and the Windows App SDK using official Microsoft guidance, WinUI Gallery patterns, Windows App SDK samples, and CommunityTool

Run Semgrep static analysis scans and create custom detection rules. Use when asked to scan code with Semgrep, find security vulnerabilities, write custom YAML rules, or detect specific bug patterns.

Parallel divergent ideation for coding agents. Spawns N isolated branches under different cognitive frames (regulator, biology, speedrunner, 10-year-old, $0 budget), scores, clusters, prunes traps, an

Transcribe audio files to text using local speech recognition. Triggers on: "转录", "transcribe", "语音转文字", "ASR", "识别音频", "把这段音频转成文字".

Use when editing .vue files, creating Vue 3 components, writing composables, or testing Vue code - provides Composition API patterns, props/emits best practices, VueUse integration, and reactive destr

Zapier SDK for TypeScript. Use for connecting to 9,000+ apps, running actions, managing connections, and making authenticated API requests through Zapier's infrastructure. Triggers: "zapier sdk", "zap

Comprehensive R package for command-line interface styling, semantic messaging, and user communication. Use this skill when working with R code that needs to: (1) Format console output with inline mar

Use when building, testing, and deploying JavaScript/TypeScript applications. Reach for Bun when you need to run scripts, manage dependencies, bundle code, or test applications with a single unified t

Manages shadcn components and projects — adding, searching, fixing, debugging, styling, and composing UI. Provides project context, component docs, and usage examples. Applies when working with shadcn

Use this skill when creating, redesigning, critiquing, reducing, polishing, hardening, or making design decisions for a user-facing interface, brand surface, product UI, component, dashboard, flow, ap

Stack-aware review for local diffs, pull requests, and repository-wide audits. Routes review across shared policy plus language packs for TypeScript frontend, TypeScript backend/Bun, Go, Rust, and Pyt

Show line-by-line differences between two text files using Python's difflib. Supports unified, context, and side-by-side comparison modes with configurable context lines.

Read accesso-powered mobile ticket links (accessoticketing.com media-engine URLs from confirmation emails) — order number, per-ticket product, participant, date/time, barcodes, Google Wallet passes —

Use when designing, redesigning, or improving a frontend interface in Angular, React, or Blazor. Use for landing pages, dashboards, components, forms, and responsive layouts that must work mobile-firs

A local-first document search skill with PPT/PDF support, dual-channel retrieval (keyword + AI semantic), and progressive description evolution. Designed for knowledge workers with years of local file

调用 Claude Code CLI 进行代码开发、代码审查、bug 修复和自动化任务。当用户需要：(1) 代码审查和审查 PR，(2) 重构和性能优化，(3) 编写测试，(4) 自动修复 lint 错误，(5) 创建 commit 和 PR，(6) 复杂的多文件代码修改，(7) 使用自然语言描述编程任务时使用此技能。此 skill 适用于 OpenClaw 通过 PTY 调用 Claude Co

Diagnose and fix R environment issues, including package installation failures, dependency conflicts, system library problems, renv errors, and Bioconductor version mismatches.

Skill Router — centralized index and intelligent router for all installed skills. Consult this FIRST before answering any question to determine which specialized skills should be loaded. Whether the u

EN: Extract structured data from EPLAN/CAD vector PDF electrical drawings — component list (位号/型号/数量), wire/pin topology (导线连接、串并联、电能流向), terminal table, and title-block metadata. Uses PDF vector geom

Your agent forgets everything after compaction? This fixes it. Built by the AI Advantage community — the world's leading AI learning platform (aiadvantage.ai). Three-layer memory system with real Pyth

Generate production-ready Next.js projects with TypeScript, Tailwind CSS, shadcn/ui, and API integration. Use when the user asks to build, create, develop, or scaffold a Next.js application, web app,

Use this skill for any task that involves reading, understanding, searching, or modifying source code in a project — across JavaScript, TypeScript, Vue, React, Node, Python, Go, Ruby, PHP, Java, Rust,

Biological code execution and genomic intelligence system. Translates raw A-T-C-G sequences into actionable health, longevity, and pharmacogenomic protocols. The bridge between your biological ident

Query alternative financial data from Quiver Quantitative — Congress trading, corporate lobbying, government contracts, insider transactions. Use when tracking politician stock trades, company lobbyin

Write the exact config to point a coding agent, IDE, SDK or framework at Kyma API. Covers Cursor, Cline, Claude Code, Codex CLI, Continue, Roo Code, Aider, OpenClaw, LangChain, the Vercel AI SDK and t

Automated quality inspection for UAV/drone survey deliverables including aerial images, orthomosaics, DSM/DEM, control points, and aerial triangulation reports. Generates coverage, clarity, seam, and

Draft RDF or OWL ontologies and schemas for knowledge graph systems using domain descriptions, entity models, or schema requirements.

Use Zhipu (智谱) web search API for searching the internet. Use when user asks for web search, latest news, or needs current information.

Conducts multi-axis code review. Use before merging any change. Use when reviewing code written by yourself, another agent, or a human. Use when you need to assess code quality across multiple dimensi

DolphinDB Python 环境初始化技能。自动检测并切换到已安装 DolphinDB SDK 的 Python 环境（含 Anaconda/Miniconda/系统 Python），若未找到则自动安装。**这是 DolphinDB 套件的前置依赖，所有 DolphinDB 相关操作必须首先执行此技能**。

单文件产出知识参考库——Universal Task OS的领域负载物。提供单文件产出类型清单（8域37子分类188种产出类型）、结构要求槽位、可运行代码范本、选型决策树与管线蓝图，由UTOS执行轴动态编排管线、内容轴按清单法/样本法组织产出。四大家族：HTML单文件应用（PPT演示页/俄罗斯方块/数独/计算器/思维导图/白板/Mermaid编辑器）+ Python单文件CLI工具（argpars

Generate QR codes from URLs or text using a pre-built Python script with qrcode library