Coding / 软件开发

Run and design verification for code, data pipelines, SQL, Spark, notebooks, and UI changes. Use for unit, integration, e2e, schema, row count, reconciliation, idempotency, coverage, build, and QA reports.

GitHub 仓库操作、自动化与管理。使用 gh CLI 进行问题分类、PR 管理、CI/CD 操作、发布管理和安全监控。当用户想要管理 GitHub 问题、PR、CI 状态、发布、贡献者、过期项目或任何超出简单 git 命令的 GitHub 操作任务时使用。

Container-based development for isolated, reproducible environments. Use when running npm commands, installing packages, executing code, or managing project dependencies. Trigger phrases include "npm install", "run the build", "start the server", "install package", or any code execution request.

Deployment with Phalcon. deploy.

Python resource management with context managers, cleanup patterns, and streaming. Use when managing connections, file handles, implementing cleanup logic, or building streaming responses with accumulated state.

Package the Project PN macOS desktop app as a Tauri DMG for direct distribution. Use when the user asks to build, package, rebuild, verify, or distribute the macOS .dmg, especially when setting EXPO_PUBLIC_API_BASE_URL to an IP/domain API endpoint and providing the macOS unidentified-developer trus…

Orchestrate a comprehensive legacy system modernization using the strangler fig pattern, enabling gradual replacement of outdated components while maintaining continuous business operations through ex

- On a milestone gate, to confirm the harness still constrains rather than merely decorates the project - When adding the strength audit as a required CI check, so the seven STRENGTH patterns block the merge instead of being prose advice - When validating a harness-distribution (toolkit) repo befor…

Expert guidelines for developing, auditing, and optimizing MultiversX Smart Contracts (Rust).

Generate a complete MCP server implementation optimized for Copilot Studio integration with proper schema constraints and streamable HTTP support

Design and implement distinctive, production-grade frontend interfaces for web pages, components, and apps. Use when users ask for UI design, layout polish, landing pages, dashboards, React components, HTML/CSS styling, or visual redesign. Trigger phrases include "design this UI", "build a landing …

Set up OpenClaw as the chat-surface runtime for this project's staff roles. Verifies the openclaw CLI, the ~/.openclaw/openclaw.json config, a secret provider, and the required gateway capabilities (sessions_spawn, native-reply session scoping, the NO_REPLY sentinel), then writes a lean `openclaw` …

Auto-populate SDLC artifact metadata headers across all templates using team profile configuration

Comprehensive Python library for astronomy and astrophysics. This skill should be used when working with astronomical data including celestial coordinates, physical units, FITS files, cosmological calculations, time systems, tables, world coordinate systems (WCS), and astronomical data analysis. Us…

Set up a project for development. Install dependencies, configure environment, and verify the setup works. Use when the user asks to set up, install deps, or get started with a project.

Code scaffolding patterns for .NET 10 features, entities, and tests. Generates complete feature slices, entities with EF Core configuration, and integration tests following the project's chosen architecture. Load when: "scaffold", "create feature", "add feature", "new endpoint", "generate", "add en…

Use when the task asks for a visually strong landing page, website, app, prototype, demo, or game UI. This skill enforces restrained composition, image-led hierarchy, cohesive content structure, and tasteful motion while avoiding generic cards, weak branding, and UI clutter.

Enable or repair a 1M token context window for Codex Desktop/CLI by safely patching the local Codex model catalog and config. Use when a user asks to raise Codex context length, change 258k/272k context to 1M/1000K, fix the status bar still showing 258k, package or apply the local 1M context workar…

AI 驱动的生产级代码安全审计协议。面向企业内部授权审计，默认使用结构化 harness：项目画像、攻击面枚举、Sink/Control 双轨候选发现、验证队列、能力链、质量门、报告渲染和完整证据交付。支持 PHP、Java、C# / ASP.NET、Go、Python、JavaScript / TypeScript Node.js、Ruby、Rust、Kotlin、Deno/Bun，以及 JVM/.NET 编译产物反编译计划。用户说「开始审计 / 对 XXX 做安全审计 / 代码审计 / 安全扫描 / 找漏洞 / security audit / 红队审计」时触发。

Sync OpenClaw + ClawHub + Skills docs into a local mirror for the QMD memory backend.

Validate XML product and catalog feeds for Google Ads and Meta Ads by checking required fields, URLs, money formats, exact-value rules, variant completeness, duplicate IDs, and description quality with category-aware aspect coverage. Use when auditing XML feeds, debugging feed generation, comparing…

Verify PowerPoint presentation contents using python-pptx via shell when standard file readers fail

Zod validation before data touch, auth guard sequence, authz inside the action, security headers.

Deploying Expo apps to iOS App Store, Android Play Store, web hosting, and API routes

Generate comprehensive handoff documentation optimized for AI agent takeover by analyzing project structure, design docs, and codebase

Searches and analyzes documentation to provide relevant information for development tasks. Use this agent when you need documentation context, architectural guidance, or implementation examples from the docs/ folder.

Use this skill whenever you create or update an integration in a Tale organization — a connector definition for a REST API, SQL database, or IMAP/SMTP mailbox. Triggers include: "connect X", "add an operation to an integration", "set up OAuth / an API key for …", or a workflow or automation that ne…

Use when the user wants recruiting emails turned into native Apple Reminders on macOS/iPhone. OpenClaw should scan and parse the mail, then hand reminder writes to the local native bridge instead of relying on node directly controlling Reminders.app.

Developer Experience specialist. Improves tooling, setup, and workflows. Use PROACTIVELY when setting up new projects, after team feedback, or when development friction is noticed.

editorctl is the Monet CLI. Always try it directly first — Monet keeps it on PATH for every shell it spawns and persists the bin dir to ~/.zshrc / ~/.bashprofile so it survives subshells and PATH-rewriting wrappers. If command -v editorctl returns nothing, fall back in order: