发现 Skills

Provides guidance for enterprise-grade RL training using miles, a production-ready fork of slime. Use when training large MoE models with FP8/INT4, needing train-inference alignment, or requiring speculative RL for maximum throughput.

Python development principles and decision-making. Framework selection, async patterns, type hints, project structure. Teaches thinking, not copying.

Guide when to use built-in tools (WebFetch, WebSearch) and MCP servers (Parallel Search, Perplexity, Context7) for research. Synthesize findings into narrative for braindump. Use when gathering data, examples, or citations for blog posts.

Guide for creating effective skills. Use when building new skills or updating existing ones that extend ChatGPT with specialized knowledge, workflows, or tool integrations.

Use this skill whenever the user is working with the Pydantic AI framework — including building AI agents, defining structured outputs with Pydantic models, wiring up tools/function calling, configuring model providers (OpenAI, Anthropic, Gemini, etc.), managing dependencies via agent context, handling streaming responses, or debugging agent runs. Trigger this skill even for adjacent tasks like "how do I make my agent return JSON", "set up a multi-step agent", "add a tool to my agent", or "validate LLM output with Pydantic" — any time Pydantic AI is mentioned or implied as the target framework.

Decision framework for choosing between regex and LLM when parsing structured text — start with regex, add LLM only for low-confidence edge cases.

LobeHub CLI Toolbox — AI-powered command-line tools including lobe-commit (ChatGPT-powered Git commits with Gitmoji), lobe-i18n (automated internationalization), and lobe-label (GitHub label management)

Control Home Assistant devices, create automations, and monitor your smart home from your OpenClaw agent.

Plan a multi-file refactor with proper sequencing and rollback steps

Guide for Direct Memory Access (DMA) attack techniques using FPGA hardware. Use this skill when researching PCIe DMA attacks, pcileech, FPGA firmware development, or hardware-based memory access for game security research.

Best practices for working with Go codebases. Use when writing, debugging, or exploring Go code, including reading dependency sources and documentation.

Generate Terraform HCL code following HashiCorp's official style conventions and best practices. Use when writing, reviewing, or generating Terraform configurations.

PHP best practices, PSR standards, and code quality guidelines. Use when writing PHP following PSR standards, SOLID principles, or improving code quality.

Expert patterns for DDD, DTOs, and Ports & Adapters in Laravel. Use when applying Domain-Driven Design, DTOs, or ports-and-adapters patterns in Laravel.

Macro and procedural metaprogramming expert covering macro_rules!, derive macros, proc-macros, compile-time computation, and code generation patterns.

Linear's UI design system. Use when building interfaces inspired by Linear's aesthetic — dark mode, Inter font, 4px grid.

Notion's UI design system. Use when building interfaces inspired by Notion's aesthetic - light mode, Inter font, 4px grid.

Download videos from 1000+ websites (YouTube, Bilibili, Twitter/X, TikTok, etc.) using yt-dlp. Use this skill when users provide video URLs and want to download videos, extract audio, or need help with video download issues.

Create scroll-stopping website hero and section animations using AI-generated video clips (Higgsfield, Kling, Sora, WAN). Covers the full pipeline: browser-driven generation on Higgsfield, prompt and model selection, variation strategy, quality/export/download, ffmpeg web conversion, and wiring the resulting clips into GSAP ScrollTrigger scroll-synced animations (Apple-style video scrubbing and image-sequence playback). Use when the user wants to: (1) generate cinematic AI video for website hero sections, (2) build Apple-style scroll-synced video animations, (3) set up a Higgsfield generation workflow via browser, (4) convert AI video for web use, (5) wire video into GSAP/ScrollTrigger. Related: browser-automation (login), video-frames (frame extraction), canvas-design (visual design).

Documents how to detect and react to player death in Hytale plugins using DeathSystems.OnDeathSystem. Use when handling player death, reading death cause/damage, broadcasting death messages, or building respawn logic. Triggers - death, player death, OnDeathSystem, DeathSystems, DeathComponent, death event, death handler, death info, death damage, death cause, respawn, kill feed, death message.

Compliance and security auditing for Cursor IDE usage: SOC 2, GDPR, HIPAA assessment, evidence collection, and remediation. Triggers on "cursor compliance", "cursor audit", "cursor security review", "cursor soc2", "cursor gdpr", "cursor data governance".

Data Visualization Helper - Auto-activating skill for Visual Content. Triggers on: data visualization helper, data visualization helper Part of the Visual Content skill category.

Access real-time and historical stock market data, forex rates, cryptocurrency prices, commodities, economic indicators, and 50+ technical indicators via the Alpha Vantage API. Use when fetching stock prices (OHLCV), company fundamentals (income statement, balance sheet, cash flow), earnings, options data, market news/sentiment, insider transactions, GDP, CPI, treasury yields, gold/silver/oil prices, Bitcoin/crypto prices, forex exchange rates, or calculating technical indicators (SMA, EMA, MACD, RSI, Bollinger Bands). Requires a free API key from alphavantage.co.

Use this skill when working with symbolic mathematics in Python. This skill should be used for symbolic computation tasks including solving equations algebraically, performing calculus operations (derivatives, integrals, limits), manipulating algebraic expressions, working with matrices symbolically, physics calculations, number theory problems, geometry computations, and generating executable code from mathematical expressions. Apply this skill when the user needs exact symbolic results rather than numerical approximations, or when working with mathematical formulas that contain variables and parameters.