发现 Skills

Build features guided by data insights, A/B testing, and continuous measurement using specialized agents for analysis, implementation, and experimentation.

Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search. Use when implementing knowledge-grounded AI, building document Q&A systems, or integrating LLMs with external knowledge bases.

Help define company values and culture for a minimalist business. Use when someone is setting up their company culture, preparing to hire, or wanting to codify what their company stands for.

Use when performing FastAPI validation with Pydantic models. Use when building type-safe APIs with robust request/response validation.

AI-powered search engine with real-time web grounding and citations

Draft LaTeX paper section by section from an outline. Use when the user says write paper, draft LaTeX, start writing, or wants to generate LaTeX content from a paper plan.

探测用户的写作风格需求并加载对应指南。当用户提到口语化、生活化、真实感、文学性、严肃文学、纯文学、网文、爽文、快节奏、古风、武侠、古韵、极简、海明威、克制等关键词时自动激活。适用于讨论小说风格、写作文风、创作方向时使用。

深度调研主题并自动生成知识关系图谱PDF。接收研究主题后自动进行网络调研、信息收集、知识整理，最终生成专业的可视化关系图谱。适用于"研究...并做图"、"深度分析...并可视化"、"生成知识图谱"等场景。

Automatically generate Excel reports from data sources such as CSV files, databases, or Python data structures. Supports data analysis reports, business reports, data export, and template-based report generation using pandas and openpyxl/xlsxwriter. Trigger when users mention Excel, spreadsheets, report generation, data export, or business reporting.

Create a commit with contextual body explaining the why

Offensive security tools and techniques integration

Create comprehensive audio design including music cues, sound effects, Foley, and score direction

This skill should be used when the user asks to find keywords, keyword research, what should I write about, keyword difficulty score, search volume data, identify ranking opportunities, topic ideas, what are people searching for, which keywords to target, content ideas for [topic], or long-tail keyword suggestions. Discovers high-value keywords with search intent classification (informational/commercial/transactional/navigational), keyword difficulty (KD) scoring, monthly search volume (MSV), CPC estimates, and AI citation potential. Produces ranked keyword lists, topic clusters with pillar + cluster page assignments, and priority-scored content calendars. Works with Ahrefs, SEMrush, Google Keyword Planner, Google Search Console, or manual data input. For competitor keyword gaps, see competitor-analysis. For topic coverage gaps, see content-gap-analysis.

App Store Connect workflow - app submission, metadata, TestFlight, analytics, sales. Triggers on ASC, publish, release, metadata, app management.

Production-ready financial analyst skill with ratio analysis, DCF valuation, budget variance analysis, and rolling forecast construction. 4 Python tools (all stdlib-only). Works with Claude Code, Codex CLI, and OpenClaw.

Production-grade Playwright testing toolkit. Use when the user mentions Playwright tests, end-to-end testing, browser automation, fixing flaky tests, test migration, CI/CD testing, or test suites. Generate tests, fix flaky failures, migrate from Cypress/Selenium, sync with TestRail, run on BrowserStack. 55 templates, 3 agents, smart reporting.

Implement web search capabilities using the z-ai-web-dev-sdk. Use this skill when the user needs to search the web, retrieve current information, find relevant content, or build applications with real-time web search functionality. Returns structured search results with URLs, snippets, and metadata.

Research a company using Common Room data. Triggers on 'research [company]', 'tell me about [domain]', 'pull up signals for [account]', 'what's going on with [company]', or any account-level question.

Hugging Face Transformers best practices including model loading, tokenization, fine-tuning workflows, and inference optimization. Use when working with transformer models, fine-tuning LLMs, implementing NLP tasks, or optimizing transformer inference.

Deep architectural knowledge of AI Agent Harness design patterns, implementation strategies, and Claude Code internals for building production-grade AI agents

Audit PowerPoint (.pptx) decks for slide count, text density per slide, embedded images, embedded fonts, hidden slides, speaker notes presence, and animation density. Use when reviewing a board deck, sales deck, or conference talk before sending, or when the user mentions deck audit, pptx review, slide density, or speaker notes check.

Post announcements and messages to Discord channels. Use when sharing updates, releases, or team communications.

When the user wants to plan a product launch, feature announcement, or release strategy. Also use when the user mentions 'launch,' 'Product Hunt,' 'feature release,' 'announcement,' 'go-to-market,' 'beta launch,' 'early access,' 'waitlist,' 'product update,' 'how do I launch this,' 'launch checklist,' 'GTM plan,' or 'we're about to ship.' Use this whenever someone is preparing to release something publicly. For ongoing marketing after launch, see marketing-ideas.

Build and optimize Unity UI using UI Toolkit and UGUI. Master responsive layouts, event handling, and performance optimization. Use this for UI implementation, Canvas optimization, or cross-platform UI challenges.