发现 Skills

Generate tuned manifests and evaluate node tuning snapshots

Deploy applications and websites to Vercel. Use when the user requests deployment actions like "deploy my app", "deploy and give me the link", "push this live", or "create a preview deployment".

Develop custom native UI libraries for WebF based on Flutter widgets. Create reusable component libraries that wrap Flutter widgets as web-accessible custom elements. Use this when building UI libraries, wrapping existing Flutter packages for web use, or implementing platform-native component systems that share a single source of truth across web and Flutter apps.

Provides PyTorch-native distributed LLM pretraining using torchtitan with 4D parallelism (FSDP2, TP, PP, CP). Use when pretraining Llama 3.1, DeepSeek V3, or custom models at scale from 8 to 512+ GPUs with Float8, torch.compile, and distributed checkpointing.

Read or set Orderful SuiteApp feature flags in a customer's NetSuite account. The SuiteApp gates opt-in behaviors (e.g., disabling the Sales Order reload+resave on inbound 850 creation, switching to the new invoice line item repository) on a singleton custom record `customrecord_orderful_feature_flags`. Use when the user wants to flip a SuiteApp feature flag without opening NetSuite, or says things like "/set-feature-flag", "set the <flag> feature flag for <customer>", "disable the SO resave for <customer>", "enable the new invoice line item repository for <customer>", "what feature flags are set on <customer>", or "turn on <flag> in <customer> prod".

Revit 2023 API guidance for pyRevit development. Use when implementing or reviewing pyRevit commands that target Autodesk Revit 2023, including transaction patterns, API constraints, and version-specific best practices.

Build a sales prospect list of dental practices in a city — finds practices, decision makers, contact info, and buying signals. Use when asked to find dentists for outreach, prospect dental practices, build a lead list of dentists, or generate dental practice leads in a specific area.

Effective code search, analysis, and refactoring using ast-grep (sg). Use this skill for precise AST-based code modifications, structural search, and linting.

Set visual and interaction direction for any UI surface — web, React, TUI, CLI, desktop (Tauri/Slint/egui/Iced), Qt, or design-system tokens — before any UI code. Direction-first: generates 3-4 radically distinct directions in parallel via verbalized sampling, picks one via per-axis single-select, then derives palette, typography, spacing, and motion budget from the pick. Loads when the user asks for UI work, a palette / theme / tokens, mentions a design system, or when output looks AI-generic, vibe-coded, sloppy, or default Tailwind / shadcn / Bootstrap. Enforces a two-sided anti-slop charter: forbids purple gradients, `transition: all`, system-ui, default Tailwind palette, gradients on buttons — AND overkill compensation (sprites, gradients on every section, animation on every element).

Build Python-native web apps with Mesop. Triggers when users want to build, debug, or deploy Mesop applications, including AI chat interfaces, internal tools, and ML demos.

Expert React video scene component creator for educational content. Builds production-grade, visually distinctive components using framer-motion animations, pixel-precise positioning, and optimized performance patterns. Follows strict component format with React.memo, threshold-based state updates, and module-level definitions. Outputs self-contained TSX components with proper timing sync, 60fps performance, and comprehensive reference-based implementation.

Build React Native 0.76+ apps with Expo SDK 52. Covers mandatory New Architecture (0.82+), React 19 changes (propTypes/forwardRef removal), new CSS (display: contents, mixBlendMode, outline), Swift iOS template, and DevTools migration. Use when: building Expo apps, migrating to New Architecture, or troubleshooting "Fabric component not found", "propTypes not a function", "TurboModule not registered", or Swift AppDelegate errors.

Develop brand creative treatments from GTM data. Use when the user says 'creative direction', 'brand treatments', 'brand tone', 'creative brief', 'brand identity direction', or wants to develop visual/verbal brand direction from their GTM decomposition.

Expert in simulating autonomous robots with ROS 2 and Gazebo Sim (Ignition). Handles asset preparation, sensor integration, bridging, and launch configuration.

Debugging, prototyping, and learning mode. Use when investigating bugs, exploring APIs, or spiking solutions before committing to TDD implementation.

Execute AI-generated code in secure, isolated, ephemeral e2b cloud sandboxes (SDK v2). Use it to run Python, JavaScript/TypeScript, R, Java and Bash code; manage sandbox lifecycle (create, pause, resume, kill, list, connect); run coding agents (Claude Code, Codex, AMP, OpenCode) inside sandboxes; perform git operations in sandboxes; create parallel isolated code contexts; monitor metrics (CPU, memory, disk); integrate an MCP gateway with 200+ tools; upload/download files; mount object storage buckets (S3, GCS, R2); stream command output; provide SSH/PTY access; use custom templates with Build System 2.0; and integrate LLMs with code execution capabilities.

Implements PAYUNi UPP checkout integration including AES256 encryption, form submission, and payment callback handling. Use when integrating payment gateway, creating checkout flows, or building 統一金流 payment pages.

CA/CPA Domain 1 agent for accounting and financial reporting workflows. Use when processing trial balances, preparing financial statements, running reconciliations, or drafting disclosures under IFRS or US GAAP.

Jurisdiction extension encoding Pakistan tax rules: Income Tax Ordinance 2001, Federal Board of Revenue (FBR) rates and slabs, filing deadlines, penalty provisions, and withholding-tax schedules. Adapt this template for your local tax authority.

Creates production-grade, reusable skills that extend Claude's capabilities. This skill should be used when users want to create a new skill, improve an existing skill, or build domain-specific intelligence. Gathers context from codebase, conversation, and authentic sources before creating adaptable skills.

Invoke Andrej Karpathy's thinking framework. Tesla AI Director, OpenAI co‑founder, educator/researcher/engineer hybrid. Use when the user explicitly invokes "/think-like-karpathy", "How would Karpathy see it", "From Karpathy's perspective", or when decisions involve AI agent architecture / skill-as-code / auto-research / learning workflows / model jaggedness / when a human should do it vs when an agent should do it / education and skill design.

Reference guide for Agentica multi-agent infrastructure APIs

Problem-solving strategies for groups in abstract algebra

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