发现 Skills

Creates ADHD-friendly visual organizational tools using Mermaid diagrams optimized for neurodivergent thinking patterns. Auto-detects overwhelm, provides compassionate task breakdowns with realistic time estimates. Use when creating visual task breakdowns, decision trees, or organizational diagrams for neurodivergent users or accessibility-focused projects. Trigger with 'neurodivergent', 'visual', 'org'.

Create publication-quality scientific diagrams, flowcharts, and schematics using Python (graphviz, matplotlib, schemdraw, networkx). Specialized in neural network architectures, system diagrams, and flowcharts. Generates SVG/EPS in figures/ folder with automated quality verification.

Comprehensive citation management for academic research. Search Google Scholar and PubMed for papers, extract accurate metadata, validate citations, and generate properly formatted BibTeX entries. This skill should be used when you need to find papers, verify citation information, convert DOIs to BibTeX, or ensure reference accuracy in scientific writing.

Production-ready reinforcement learning algorithms (PPO, SAC, DQN, TD3, DDPG, A2C) with scikit-learn-like API. Use for standard RL experiments, quick prototyping, and well-documented algorithm implementations. Best for single-agent RL with Gymnasium environments. For high-performance parallel training, multi-agent systems, or custom vectorized environments, use pufferlib instead.

MATLAB and GNU Octave numerical computing for matrix operations, data analysis, visualization, and scientific computing. Use when writing MATLAB/Octave scripts for linear algebra, signal processing, image processing, differential equations, optimization, statistics, or creating scientific visualizations. Also use when the user needs help with MATLAB syntax, functions, or wants to convert between MATLAB and Python code. Scripts can be executed with MATLAB or the open-source GNU Octave interpreter.

Create publication-quality scientific diagrams using Nano Banana 2 AI with smart iterative refinement. Uses Gemini 3.1 Pro Preview for quality review. Only regenerates if quality is below threshold for your document type. Specialized in neural network architectures, system diagrams, flowcharts, biological pathways, and complex scientific visualizations.

Deep-dive research and analysis using Codex. Use when the user asks "codex research", "codex 리서치", "codex 분석", "코덱스로 조사", "딥다이브", "이슈 분석해줘", wants Codex to investigate a topic, analyze a document, or provide a second opinion on technical questions. NOT for code review (use codex-review) or plan verification (use codex-verify).

Guidance for analyzing log files and generating summary reports with counts aggregated across multiple date ranges and severity levels. This skill applies when tasks involve parsing log files by date, counting occurrences by severity (ERROR, WARNING, INFO), and outputting structured CSV summaries across time periods like "today", "last 7 days", or "last 30 days".

Build a content marketing program by producing a Content Marketing Plan Pack (content–market-fit brief, demand-validated SEO topic map, human-voice + primary channel strategy, editorial calendar, content briefs, AI-assisted writing SOP, measurement plan). Use for content marketing, content strategy, blog, SEO, thought leadership, founder-led content. Category: Marketing.

Generate cinematic, film-style video prompts for Seedance 2.0 (Higgsfield). Use when users want cinematic, filmic, movie-quality, Hollywood-style, dramatic, or professional film-grade AI video. Trigger words: cinematic, filmic, movie scene, dramatic lighting, depth of field, lens flare, distortion, letterbox, film noir, epic, stabilized camera, dolly shot, crane shot, or any movie-grade video generation request. Use this skill even if the user does not explicitly say cinematic but describes film aesthetics.

Test smart contracts comprehensively using Hardhat and Foundry with unit tests, integration tests, and mainnet forking. Use when testing Solidity contracts, setting up blockchain test suites, or validating DeFi protocols.

Azure Speech to Text REST API for short audio (Python). Use for simple speech recognition of audio files up to 60 seconds without the Speech SDK. Triggers: "speech to text REST", "short audio transcription", "speech recognition REST API", "STT REST", "recognize speech REST". DO NOT USE FOR: Long audio (>60 seconds), real-time streaming, batch transcription, custom speech models, speech translation. Use Speech SDK or Batch Transcription API instead.

Austrian public transport (VOR AnachB) for all of Austria. Query real-time departures, search stations/stops, plan routes between locations, and check service disruptions. Use when asking about Austrian trains, buses, trams, metro (U-Bahn), or directions involving public transport in Austria.

Provides shadcn/ui component library expertise for React applications using Tailwind CSS. Use when implementing UI components, design systems, or composing components with shadcn/ui, Radix primitives, or other Tailwind-based component libraries. DO NOT use for non-React frameworks or for custom CSS-only styling (use moai-domain-frontend instead).

This skill should be used when the user asks "am I ready to retire", "when can I retire", "Social Security claiming strategy", "Roth conversion analysis", "withdrawal strategy", "how much do I need to retire", "Monte Carlo simulation", "retirement income plan", or mentions 401(k), IRA, RMD, pension, Medicare planning, or retirement savings targets. Also triggered by questions about retirement spending, sequence of returns risk, or survivor benefits.

Write academic research documents following academic guidelines with peer-reviewed sources from Google Scholar and other academic databases. Always verify source credibility and generate IEEE-standard references. Use for research papers, literature reviews, technical reports, theses, dissertations, conference papers, and academic proposals requiring proper citations and scholarly rigor.

Anti-detection browser automation using Camofox (a hardened Firefox fork with C++-level fingerprint spoofing). Use when standard browser tools are blocked by Cloudflare, Akamai, or other bot-detection systems. Typical triggers include 'stealth browse', 'anti-detection', 'bypass bot', 'camofox', 'blocked by Cloudflare', scraping protected sites (X/Twitter, Amazon, Product Hunt), or when agent-browser/Playwright fails with bot-detection errors.

Use when building Elementor addons, creating custom widgets, or managing Elementor components. Covers Widget_Base class (get_name, get_title, get_icon, register_controls, render, content_template), widget registration via elementor/widgets/register hook, addon structure and plugin header, wp_enqueue_script for widget assets, get_script_depends, get_style_depends, inline editing toolbars, custom widget categories, manager registration (register/unregister), selector tokens ({{WRAPPER}}), deprecation handling, and Elementor CLI commands.

Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, or applications. Generates creative, polished code that avoids generic AI aesthetics.

Analyze China's macroeconomic data, PBOC monetary policy, fiscal policy, and their impact on A-share and Hong Kong stock markets. Track GDP, CPI, PPI, PMI, social financing, and interpret policy signals. Use when the user asks about China's macroeconomy, central bank policy, economic data impact on markets, or needs to understand policy implications for investment.

Comprehensive code review covering security vulnerabilities, performance bottlenecks, best practices, and refactoring opportunities. Use when a user requests a code review, security audit, or performance analysis.

Review contracts for concerning clauses, extract key terms, compare to standard terms, and flag unusual provisions. Use when user needs contract review, legal document analysis, or agreement evaluation.

Create shot lists for highlight videos. Timestamp key plays, music cue suggestions, pacing. Platform-specific cuts for TikTok, YouTube.

Use the Figma MCP server to fetch design context, screenshots, variables, and assets from Figma, and to translate Figma nodes into production code. Trigger when a task involves Figma URLs, node IDs, design-to-code implementation, or Figma MCP setup and troubleshooting.