A robust, permission-friendly method to capture macOS screens via OpenClaw screen。record。Use when 用户需要mac-node-snapshot相关功能时使用。不适用于超出本技能能力范围的复杂需求。适用于独立开发者、企业团队和自动化工作流场景。
Push a versioned release for MACBOTCOS — updates GitHub (README, CHANGELOG, tag), Linear (project update), and respects MACBOTCOS strict python governance gates.
Use when user needs ML model deployment, production serving infrastructure, optimization strategies, and real-time inference systems.
Supervised and unsupervised learning, bias-variance tradeoff, cross-validation, decision trees, ensemble methods, neural network fundamentals, and the practitioner's workflow from…
Use when the dev machine's RAM runs high (80%+ used, swapping, OOM, a frozen PC), before a train build or on each watch tick, or when someone asks who or what is eating memory.
Copy-in CI recipes for adding macOS build/test/lint to a project on the ios profile — either a macOS-only app with no iOS target, or a hybrid app that also ships a separate macOS…
Deep-clean macOS — user/system junk (caches, logs, trash, iOS backups), leftovers from deleted apps, dev-tool junk (brew, docker, Xcode, npm/pnpm/uv/cargo caches, stale…
macOS app development with SwiftUI/AppKit, architecture, capabilities, and Tahoe APIs. Use for native Mac apps and platform features.
One-shot XCUITest scaffolding for macOS SwiftUI apps. Audits the project, generates ranked TIER-1/2/3 test stubs, suggests accessibility identifiers with batch confirmation, and…
Design, implement, review, or refactor native macOS 27 Golden Gate interfaces in SwiftUI or AppKit. Use when a Mac app must match Apple''s current macOS 27 UI kit and restrained…
Use when adding, reviewing, or debugging Launch at Login in a macOS app — SMAppService registration, the requiresApproval state, a Settings toggle that reflects reality, and…
Implement, refactor, or review modern macOS SwiftUI Liquid Glass UI: NavigationSplitView, toolbars, search, sheets, controls, system materials, `glassEffect`,…
Use when building, refactoring, or debugging a macOS menu bar app with SwiftUI — MenuBarExtra vs NSStatusItem, .menu vs .window style, LSUIElement, launch at login, global…
macOS-specific development patterns, platform APIs, and decision frameworks. Use when developing Mac apps, macOS applications, Cocoa/AppKit code, or making SwiftUI vs AppKit…
macOS development environment setup wizard. Interactive Q&A to collect preferences, auto-detect installed software, generate customized installation plan.
Inspect signing, entitlements, hardened runtime, and Gatekeeper issues for macOS apps. Use when asked to diagnose code signing failures, missing entitlements, sandbox pro — from…
Supplement code review with macOS, Swift, and SwiftUI-specific correctness analysis. Use for a diff, flow, module, or full app involving state ownership, structured concurrency,…
Build or refactor native macOS SwiftUI scenes and components: windows, commands, toolbars, settings, split views, inspectors, menu bar extras, keyboard workflows, and desktop…
Triage failing macOS tests across Xcode and SwiftPM workflows. Use when asked to run macOS tests, narrow failing scopes, explain assertion or crash failures, or separate — from…
Refactor macOS SwiftUI views/scenes into small stable subviews, explicit scene roots, command/toolbar ownership, scene-aware state, and narrow AppKit bridges.
Reviews Rust macro code for hygiene issues, fragment misuse, compile-time impact, and procedural macro patterns.
MACTS projesine yeni bir agent eklerken izlenecek standart prosedür. "Yeni agent ekle", "agent iskeleti oluştur", "X agent'ını kur" gibi taleplerde kullanılır.
Use when: designing AWS architectures, writing Serverless components (Lambda/API Gateway), configuring IAM roles, or networking.
Use when: creating Dockerfiles, configuring Docker Compose, or containerizing applications for deployment.
Use when: designing EKS clusters, configuring node groups, or managing AWS Kubernetes infrastructure via eksctl.
Maestro Frontier local multi-CLI fusion engine - arm, disarm, inspect, or debug-run the panel
Use when: writing plain Kubernetes manifests, Deployments, Services, RBAC, Secrets, or Helm charts architectures.
Black-box mobile UI testing with Maestro YAML flows - launchApp, tapOn, inputText, assertVisible, reusable runFlow subflows, environment parameters, JUnit reporting, and…
Mobile E2E testing and live device control with Maestro MCP. Use when: implementing mobile features, debugging React Native apps, verifying UI on simulators/emulators, writing E2E…
Kompletna procedura publikacji nowych wydań i artykułów w e-zinie /MAGAZINE (reverse.emo-changeling.xyz) w modelu dwujęzycznych par publikacyjnych (Bilingual Thread Pairing).
Comprehensive guide for creating custom widget modules in Magento 2 that can be inserted into CMS pages and blocks.
Multi-perspective deliberation (Logos/Pathos/Sophia) for architecture arbitration, trade-offs, Go/No-Go, and strategic decisions. Does not write code.
Multi-perspective decision support using three AI agents (Scientist, Mother, Realist). Use when facing difficult decisions, trade-offs, comparing alternatives, choosing between…
Augment a sprint's SPEC.md with a Backend section (API contract, data model changes, authn/authz, validation, observability, contract test plan) tailored to the detected — from…
Produce a sprint CI.md covering pipeline stages, secrets handling, deployment strategy, and rollback for GitHub Actions / Cloud Build / GitLab CI / etc.
Augment a sprint's SPEC.md with a Frontend section (component tree, state, a11y, routing, performance budget, Playwright e2e plan) tailored to the project's stack (React/ — from…
Produce a sprint INFRA.md covering Terraform / gcloud changes — dry-run plan, IAM diff, cost estimate, rollback. Coordinator-only — does not apply infra changes.
Review code changes against requirements for production readiness. Evaluate technically, no rubber stamping.
When the user wants to generate documentation from their codebase. Use when the user says "document this," "write docs," "generate README," "API docs," "architecture docs,"…
Write a comprehensive plan to refactor with TDD tasks. Every step has real code, no placeholders.
MailDev is a local SMTP server with a web UI and REST API for capturing application email during development.
MailDev is a local SMTP server with a browser UI for viewing test emails during development. It catches outgoing mail, exposes a REST API, supports attachments and relay options,…
Receive and verify Mailgun webhooks. Use when setting up Mailgun webhook handlers, debugging Mailgun signature verification, or handling email events like delivered, failed,…
Uses MailHog to capture outbound email in development and test environments through a local SMTP server, browser UI, and JSON API.
Mailspring is a beautiful, fast, and fully open source email client for Mac, Windows, and Linux. Built on Electron and React with a C++ sync engine, it supports unified inbox,…
Guides agents through integrating transactional email sending via Mailtrap's Email API, including sandbox testing, domain verification, and API authentication.
Capture outbound email in Mailtrap Email Sandbox for development, staging, CI, HTML inspection, spam checks, and fake inbox tests.
6개 직무 카테고리(출판/편집디자인, 건축/BIM, 영상/멀티미디어, 게임 콘텐츠, 소프트웨어 개발, UI/UX)의 채용공고 시장 분석을 통합 관리하는 라우터·디스패처 스킬. 단일 카테고리 실행, 멀티 카테고리 병렬 실행, 시계열 트렌드 비교, 크로스 카테고리 통합 대시보드를 모두 처리합니다.
Use when creating, writing, or running standalone executable Kotlin scripts with the `.main.kts` extension, including the `kotlin` script runner, shebang execution,…
Maintain, audit, test, install, and release the AI Session Search repository. Use for provider parsing, Rust/CLI/MCP/Python API changes, search limits or match evidence,…
Use when preparing releases, validating cross-platform compatibility, or updating installation infrastructure. Meta-skill for maintaining AgentSys's 3-platform architecture.
How to author and maintain a `DESIGN.md` file at the root of any Lossless project (site, splash page, plugin landing, fundraise deck) following Google Stitch's open spec.
Bring a project's formal verification back in line with the code after the code changes: find the commits that touched verified code, update the model, harness, or properties to…
Maintain docs/architecture/ARCHITECTURE.md, SLICES.md, and architecture.json for a repository's product/module architecture and provable code slices.
Extend or repair the Python Template repository while keeping its catalog, Copier questions, templates, generated references, and tests synchronized.
Keeps the Dev Playground current with the application. Use when editing UI components in apps/client/src/ — assesses playground candidacy, checks existing playground coverage, and…
Integrate MaintainX API testing into CI/CD pipelines. Use when setting up automated testing, configuring CI workflows, or implementing continuous integration for MaintainX…
Comprehensive debugging toolkit for MaintainX integrations. Use when experiencing complex issues, need detailed logging, or troubleshooting integration problems with MaintainX.
Deploy MaintainX integrations to production environments. Use when deploying to cloud platforms, configuring production environments, or automating deployment pipelines for…
Create a minimal working MaintainX example - your first work order. Use when starting a new MaintainX integration, testing your setup, or learning basic MaintainX API patterns.