Skill rating

Skyline Worklet 动画系统技能。使用 worklet 函数、共享变量（SharedValue）、动画类型（timing/spring/decay）、Easing 缓动函数、组合动画和线程通信（runOnUI/runOnJS）开发高性能交互动画时使用此技能。适用于拖拽、手势跟随、弹簧回弹等需要 UI 线程直接响应的动画场景。触发关键词：worklet、worklet 动画、Shared

Backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API routes.

PyTorch deep learning patterns and best practices for building robust, efficient, and reproducible training pipelines, model architectures, and data loading.

Quarkus Security best practices for authentication, authorization, JWT/OIDC, RBAC, input validation, CSRF, secrets management, and dependency security.

SwiftUI architecture patterns, state management with @Observable, view composition, navigation, performance optimization, and modern iOS/macOS UI best practices.

Run any model on RunComfy from the command line. The `runcomfy` CLI is one binary, one auth, hundreds of model endpoints — image generation, image edit, video generation, image-to-video, lip-sync, fac

Generate high-quality 3D human and humanoid robot motions using Kimodo, a kinematic motion diffusion model controlled via text prompts and kinematic constraints.

Guides the agent through general Capacitor app development topics. Covers core concepts (native bridge, plugins, web layer), Capacitor CLI usage, app configuration (capacitor.config.ts, splash screens

在 macOS 上通过微信桌面版向指定联系人发送文本消息。用户提供联系人名称和消息内容时使用，例如“给张三发微信：xxx”“打开微信给某人发送一句话”“用微信发送指定文本”。运行前必须已安装微信桌面版，并给当前终端或 Codex 辅助功能权限。执行时只做精确匹配：先搜索联系人，再校验当前会话标题与目标完全一致；匹配失败就停止，避免误发。

Create project roadmap with phases and waves

Solve CTF binary exploitation challenges by discovering and exploiting memory corruption vulnerabilities to read flags. Use for buffer overflows, format strings, heap exploits, ROP challenges, or any

Parse et explique les messages HL7 v2.5 IHE PAM (Patient Administration Management). Identifie le type de message, extrait les segments (MSH, EVN, PID, PV1, PV2), valide la structure et fournit des ex

Reviews a game design document for completeness, internal consistency, implementability, and adherence to project design standards. Run this before handing a design document to programmers.

Analyze a Karpathy-pattern LLM wiki knowledge base and generate an interactive knowledge graph with entity extraction, implicit relationships, and topic clustering.

Real-time bidirectional communication with security focus on CSWSH prevention, authentication, and message validation

Coupon and promotion planning — coupon types, stacking rules, deal timing, redemption optimization

Review generation strategy — Request a Review, follow-up emails, insert cards, Vine, early reviewer programs

Email automation flows — welcome series, abandoned cart, post-purchase, win-back, browse abandonment

MoE expert-parallel communication overlap in Megatron Bridge. Covers dispatch/combine overlap, flex dispatcher backends, and expert wgrad scheduling.

Long-context MoE training guidance for Megatron Bridge. Covers CP sizing, selective recompute, dispatcher choices, and practical patterns from DSV3, Qwen3, and Qwen3-Next long-context experiments.

Practical guidance for training MoE VLMs in Megatron Bridge. Compares FSDP and 3D-parallel approaches, using rounded lessons from Qwen3-VL, Qwen3-Next, and other multimodal experiments.

Casual but professional tone for team communication. Uses company-specific terminology with scannable format.

Professional narrative style with line breaks, hashtag strategy, and hooks in first 2 lines to avoid truncation

Generate player and team scouting reports. Strengths, weaknesses, tendencies, film breakdown, matchup advantages.

Convert long text into Slack-optimized format with emojis, bullets, code blocks, and threading suggestions

(Mobile-First · Touch-First · Platform-Respectful)

Comprehensive design guide for web and mobile applications. Use when designing new UI components or pages, choosing color palettes and typography, or reviewing code for UX issues.

Generate Docker sandbox configurations for safely running untrusted OpenClaw skills. Isolates filesystem, network, and process access.

EXPERIMENTAL: Three-layer parallel meta-cognition analysis. Triggers on: /meta-parallel, 三层分析, parallel analysis, 并行元认知

Django security best practices, authentication, authorization, CSRF protection, SQL injection prevention, XSS prevention, and secure deployment configurations.

Idiomatic C# and .NET patterns, conventions, dependency injection, async/await, and best practices for building robust, maintainable .NET applications.

Idiomatic Go patterns, best practices, and conventions for building robust, efficient, and maintainable Go applications.

NestJS architecture patterns for modules, controllers, providers, DTO validation, guards, interceptors, config, and production-grade TypeScript backends.

Prisma ORM patterns for TypeScript backends — schema design, query optimization, transactions, pagination, and critical traps like updateMany returning count not records, $transaction timeouts, migrat

Pythonic idioms, PEP 8 standards, type hints, and best practices for building robust, efficient, and maintainable Python applications.

Ethical hacking and security testing methodologies using penetration testing tools, exploit frameworks, and manual security validation. Use when assessing application security posture and identifying

Audit a spreadsheet for formula accuracy, errors, and common mistakes. Scopes to a selected range, a single sheet, or the entire model (including financial-model integrity checks like BS balance, cash

Investigates bugs using scientific method, manages debug sessions, handles checkpoints. Spawned by /gsd:debug orchestrator or diagnose-issues workflow.

Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.). This skill should be used when conducting systematic literature

Toolkit-specific Remotion patterns — custom transitions, shared components, and project conventions. For core Remotion framework knowledge (hooks, animations, rendering, etc.), see the `remotion-offic

Read content from a Google Doc and use it as the body of a Gmail message.

Techniques for mapping interaction structure and flow — places, affordances, edge cases, and failure paths — without committing to visual form

Vue 3 and Nuxt 3 for JARVIS AI Assistant UI development with security-first patterns

Brand Registry enrollment guide — eligibility, application, benefits, A+ Content access, brand protection tools

Amazon FBA Calculator - Complete fee breakdown and profit analysis

Subscribe & Save optimization — enrollment, discount tiers, frequency optimization, retention analysis

Create and modify NeMo AutoModel training and evaluation recipes, including YAML structure, builders, and execution flow.

Expert guidance for distributed training with DeepSpeed - ZeRO optimization stages, pipeline parallelism, FP16/BF16/FP8, 1-bit Adam, sparse attention

AI-powered web search, research, and reasoning via Perplexity

Master comprehensive testing strategies for smart contracts using Hardhat, Foundry, and advanced testing patterns.