发现 Skills

This skill should be used when the user asks to "build a Flet app", "create a Python GUI", "use Flet framework", "write a Flet control", or needs guidance on cross-platform Python UI development with Flet.

Quick single-paper lookup via AlphaXiv LLM-optimized summaries with tiered source fallback. Use when user says "explain this paper", "summarize paper", pastes an arXiv/AlphaXiv URL, or provides a bare arXiv ID for quick understanding - not for broad literature search.

Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes

Web3, cryptocurrency, and blockchain research skill for comprehensive crypto market and technology analysis

Expert dependency manager specializing in package management, security auditing, and version conflict resolution across multiple ecosystems. Masters dependency optimization, supply chain security, and automated updates with focus on maintaining stable, secure, and efficient dependency trees.

Nix patterns for flakes, overlays, unfree handling, and binary overlays. Use when working with flake.nix or shell.nix.

Expert skill for AMBA AXI protocol implementation and verification in FPGA designs.

Godot physics skill for rigid bodies, areas, collision layers, and raycasting.

ISO 9001:2015 Quality Management System implementation skill with gap assessment and documentation templates

Traffic simulation skill for microsimulation, level of service, and signal optimization

Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing data, (3) Modify existing spreadsheets while preserving formulas, (4) Data analysis and visualization in spreadsheets, or (5) Recalculating formulas

Product discovery and requirements analysis specialist

Manage project dependencies across languages including npm install, package versioning, dependency conflicts, security scanning, and lock files. Use when dealing with dependencies, version pinning, semantic versioning, or resolving conflicts.

Add Olakai monitoring to existing AI code — wrap your LLM client, configure custom KPIs, and validate the integration end-to-end

Frontend UI/UX design best practices for web and mobile. Use when a user asks about design or about creating or updating frontend pages/components, landing pages, dashboards, admin panels, e-commerce sites, SaaS interfaces, portfolios, blogs, mobile screens, or other frontend-related design.

AI-powered Draw.io diagram creation with Design System. Use when creating architecture diagrams, flowcharts, neural network visualizations, ER diagrams, or any technical diagram with real-time browser preview.

Implements and trains LLMs using Lightning AI's LitGPT with 20+ pretrained architectures (Llama, Gemma, Phi, Qwen, Mistral). Use when needing clean model implementations, educational understanding of architectures, or production fine-tuning with LoRA/QLoRA. Single-file implementations, no abstraction layers.

Comprehensive React and Next.js performance optimization guide with 40+ rules for eliminating waterfalls, optimizing bundles, and improving rendering. Use when optimizing React apps, reviewing performance, or refactoring components.

NVIDIA's runtime safety framework for LLM applications. Features jailbreak detection, input/output validation, fact-checking, hallucination detection, PII filtering, toxicity detection. Uses Colang 2.0 DSL for programmable rails. Production-ready, runs on T4 GPU.

Documentation gardening protocol. Used to review and address drift between repository documentation and code, tests, manifests/configuration, and delivery rules. Use when a user mentions "documentation drift", "check if documentation is outdated", "sync docs and code", "doc-gardening", or "documentation gardening".

Master network protocol reverse engineering including packet analysis, protocol dissection, and custom protocol documentation. Use when analyzing network traffic, understanding proprietary protocols, or debugging network communication.

Ultimate Offensive Security Master Skill. Covers Ethical Hacking Methodology, Infrastructure Attacks (AD, AWS), Web Vulnerabilities (OWASP Top 10, Bug Bounty), and Advanced Toolsets (Metasploit, Burp Suite, SQLMap).

PDF text extraction using a tool cascade that prioritizes the shell pdftotext before falling back to Python

This skill should be used when creating distinctive, production-grade frontend interfaces with high design quality. It applies when the user asks to build web components, pages, or applications. Generates creative, polished code that avoids generic AI aesthetics.