Skills
96,770 packaged capabilities and playbooks for agents. Install any of them with one command.
Documents
Review Chinese-to-English translations for accuracy, grammar, terminology, and consistency. Produces a structured review report with prioritized issues. Trigger when: user provides a Chinese document and its English translation for review/checking/proofreading, or mentions "翻译检查", "翻译审校", "translation review", "translation check", "proofread translation".
Software development engine for coding. A production-grade skills system for web apps and mobile architecture, APIs, databases, web, mobile, AI, security, UX, SaaS, and ERP engineering. Encodes reusable engineering judgment through layered baseline and specialist skills to help generate secure, scalable, maintainable, high-performance software systems
Catppuccin-themed live-reloading Markdown viewer with multi-tab support, margin annotations, sidebar TOC, and Chrome --app mode. This skill should be used when previewing .md files in a polished editorial reader, adding AI or human annotations to documents, or launching a collaborative document review session.
Write a non-conformance report, NCR, reject a supplier, or document a defect with objective-evidence language and correct severity grading (Critical/Major/Minor). Covers disposition recommendations and segregation requirements for incoming inspection failures, in-process defects, customer returns, and audit findings.
Generate initial OpenWiki documentation (openwiki/ directory) for the current repository — quickstart entrypoint plus focused section pages, grounded in source and git evidence. Use when the user wants to initialize, bootstrap, or (re)generate a repository wiki from scratch.
This skill should be used when converting academic papers into promotional and presentation formats including interactive websites (Paper2Web), presentation videos (Paper2Video), and conference posters (Paper2Poster). Use for paper dissemination, conference preparation, creating explorable academic homepages, generating video abstracts, or producing print-ready posters from LaTeX or PDF sources.
Ingest PDF/Markdown/TXT files into joelclaw's docs memory pipeline with Inngest durability, durable NAS artifacts, and OTEL verification. Use when adding docs, running batch reindex, reconciling coverage, or recovering stuck runs. Triggers on: 'ingest pdf', 'ingest markdown', 'docs add', 'pdf-brain ingest', 'backfill books', 'docs reconcile', 'reindex docs', 'batch reindex'.
Design a presentation / slide deck in Penpot from a brief, as a senior presentation designer: 1920x1080 slide boards built one slide per call from an approved outline, a committed deck style, varied slide archetypes (cover, agenda, section, content, big-number, comparison, grid, bento, quote, timeline, image-bleed, closing), tokenized, wired into a playable View-mode flow and exportable to PDF. NOT for app screens (use penpot-build-screen). Triggers: 'create a presentation', 'build a slide deck', 'design slides in Penpot', 'pitch deck', 'keynote', 'make slides for this talk', 'turn this outline into slides'.
Builds investor pitches and funding proposals that prove a 'secret' through data and narrative — answering 'Why Now?' and 'Why Us?' using Thiel's definite optimism framework. Use when creating pitch decks, internal presentations, or funding requests.
Investor pitch deck structure with a slide-by-slide framework, visual design rules, and data presentation. Covers the 12-slide framework, chart types, team slides, and common investor turn-offs. Use for: fundraising decks, investor presentations, startup pitches, demo days, grant proposals. Triggers: pitch deck, investor deck, startup pitch, fundraising deck, demo day, pitch presentation, investor presentation, seed deck, series a deck, pitch slides, startup presentation, vc pitch, investor meeting
This skill should be used when creating, validating, or converting Product Requirements Documents (PRDs) to LLM-native format. Use this skill when the user asks to write a PRD, review a PRD for compliance, convert an existing PRD to machine-readable format, or ensure PRD quality for AI agent consumption. This skill is optimized for users working with agentic coding frameworks who need strict requirement specifications to prevent context poisoning, hallucination, and mesa-optimization.
Project documentation structure creation assistant. Acting as a senior product manager, it uses multi-turn dialogue to deeply understand project requirements, analyse their soundness and offer best-practice suggestions, and finally generate a complete technical documentation system. **When to use:** - A new project starts and a documentation system needs to be set up (recommended first step) - An existing project lacks standard documentation and needs to be completed - Code already exists but documentation is missing, and documentation needs to be backfilled from the code - Professional product and architecture analysis advice is needed **Two supported working modes:** - Mode A: new project documentation creation (from requirements to documentation) - Mode B: code-based documentation backfill (from code to documentation) **Relationship with other skills:** - This skill creates complete documentation (PRD, SAD, development guide, etc.) - project-workflow executes development tasks based on the documentation - Recommended flow: project-docs-setup → project-workflow **Triggers:** - "创建项目文档" / "初始化项目文档" / "设置项目文档" - "根据代码生成文档" / "回补项目文档" / "补充项目文档" - Directly describing project requirements, e.g. "帮我创建一个在线教育平台的文档"
Generate professional resumes that conform to the Reactive Resume schema. Use when the user wants to create, build, or generate a resume through conversational AI, or asks about resume structure, sections, or content. This skill guides the agent to ask clarifying questions, avoid hallucination, and produce valid JSON output for https://rxresu.me.
Rewrite raw meeting audio transcriptions into clean, accurate meeting minutes in Traditional Chinese. Use when the user has an unprocessed audio transcription file with recognition errors and needs it cleaned up into proper meeting minutes.
Performs structured analysis of RFP (Request for Proposal) or requirement documents, identifying stakeholders, functional modules, system constraints, and generating key clarification questions. This Skill focuses on 'analysis and decomposition' to prepare for subsequent User Story writing.
This skill should be used when the user asks to "create a figure", "make a scientific figure", "create a paper figure", "make a figure for my paper", "make a figure for my manuscript", "compose figure panels", "assemble figure panels", "combine figure panels", "make a multi-panel figure", "figure composition", "export a figure", "generate a PDF figure", "create a Nature-style figure", "make a journal figure", "make a publication figure", or "create a figure for my grant". The skill composes multi-panel figures at exact journal dimensions (Nature 89/183 mm, Science 55/120 mm, Cell 85/174 mm, PNAS 87/180 mm) using svgutils, validates font sizes against journal minima before export, and writes PDF/PNG via Inkscape when available or cairosvg otherwise.
McKinsey-style storyline framework for building presentation decks. Use when users need to structure presentations, pitch decks, or strategic communications. Creates logical flow where each storyline becomes a slide title, progressing from problem to solution.
Generate a topic-focused briefing in HTML from public news sources. Use when user asks for a briefing / observation / digest / 简报 / 观察 on any subject — region (Middle East, ASEAN, India), industry (semiconductors, EV supply chain, AI), policy issue (AI regulation, critical minerals, cross-border payments), institution (Fed, ECB, IMF), or theme. Output is a single self-contained HTML file with blue-color "TOPIC BRIEF" branding, optimized for both browser viewing and direct copy-paste into 微信公众号 / WeChat Official Account editor. Walks through 5 steps with one user confirmation midway. Do NOT use this skill for short summaries (<1000 字), single-piece news commentary, or already-defined report templates.
Build emails, pages, and documents in code with @unlayer/react-elements — React components that render to email-safe (table) HTML, responsive web HTML, or print/PDF, and to design JSON the Unlayer visual editor opens. Use when writing or generating templates in code (app emails, invoices and other PDFs, templates kept in a repo, AI-generated templates), including when teammates should later edit them visually.
Generate professional primary market / venture capital industry research reports, including sector deep-dives, investment memos, and market analysis. Produces detailed PDF reports covering TMT, consumer, healthcare, and industrials. Triggered by requests to analyze an industry, create a market report, write a sector deep-dive, or generate any PE/VC-style research document in Chinese or English.
Official document writing assistant for China's government system (government style). Covers statutory official documents (notice/request for instructions/report/reply/letter/opinion/bulletin/briefing/decision/order/announcement/public notice/communiqué/motion/resolution) and transactional materials (leadership speech drafts/exchange remarks/work summaries/key work points/work plans/reporting materials/research reports/government information/statement of circumstances/self-assessment reports). Trigger scenarios: "help me write a ×× (any of the above document types)", "turn these key points/meeting notes into an official document", "how do I handle official document formatting/rules", "revise/polish/review an official document", "export an official document to Word/docx".
This skill should be used when starting a local Andocs demo or preview, introducing or presenting Andocs, onboarding a new user, or authoring Andocs documentation and HTML prototypes. Trigger phrases include “start the Andocs demo,” “introduce Andocs,” “představení Andocs,” “rozběhni andocs demo,” “predstavenie Andocs,” and “spusti Andocs demo.” Use it for markdown rendering, diagrams, math, html-preview, prototype.json, shared assets, managed prototype datasets and persistent data, local CLI state, screen review status and release versions, or editing a prototype through OpenDesign.
Authentic Arabic writing, UI/UX microcopy, and RTL engineering. Use when writing, translating, or reviewing Arabic interfaces, dashboards, articles, documentation, or copy. Enforces classical syntactic flow, eliminates translationese (العرنجية), applies Al-Jahiz's density principle, and handles Arabic pluralization and bidirectional layout.
Design Azure cloud architectures from requirements and generate High-Level Design (HLD) documentation with service selection, patterns, cost estimates, and WAF alignment. Use this when asked to design or architect Azure solutions.
Optimize and prepare figures for arXiv submission: format conversion (EPS/PDF/PNG/JPG), size reduction, metadata stripping, processor compatibility (DVI vs PDFLaTeX). Triggers on: "optimize figures for arXiv", "reduce figure size", "convert figures for arXiv", "fix arXiv figures", "figure too large", "arxiv image compression". Companion to arxiv-preflight and arxiv-package.
Draft legal document sections in the internal style, consistent with the case theory — every fact sourced, every case verified, every argument tied to the theory. Use when the user says "draft [section]", "write the facts section", "representation opinion on [issue]", or needs a first draft of a legal document section.
Chinese documentation typesetting reference — conventions for Chinese-English spacing, full-width and half-width punctuation, term retention, link formatting, and Chinese copy layout. Invoke only when the user explicitly specifies /chinese-documentation; do not trigger automatically based on context.
APPLIES/consumes a `citation-diversifier` budget report (`output/CITATION_BUDGET_REPORT.md`) to inject *in-scope* citations into an existing draft (NO NEW FACTS), so the run passes the global unique-citation gate without citation dumps.
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.
Design and audit compliance evidence rooms, gated security document portals, SOC/ISO reports, pen test summaries, policies, DPAs, subprocessors, audit evidence, access approval, expiry, watermarking, renewal, and buyer proof workflows. Use when enterprise customers or auditors need sensitive evidence without uncontrolled document sharing.
Convert PDF books to EPUB format for e-readers. Use when user asks to convert PDF to EPUB, create an e-book from PDF, make PDF readable on Kindle/phone/tablet, or extract book content from PDF. Handles: chapter detection, image extraction with optimization, footnotes/endnotes with hyperlinks, reading order for multi-column layouts. Validates conversion quality automatically.
Writes a Request for Comments (RFC): proposes a change, compares alternatives against explicit decision criteria, and drives a decision across teams. TRIGGER when: the user asks to create or write an RFC, draft a proposal, compare options, align stakeholders, get approval for a significant change, or propose a technical/process/product/vendor/policy change before deciding. SKIP for: decisions that have already been made (use `/create-adr` to record them), implementation planning or breaking work into tasks (use `/forge plan`), or informal one-off asks that don't need stakeholder alignment.
Use when writing, generating, reviewing, or improving D2 diagram code. Trigger when the user asks to create architecture diagrams, flowcharts, sequence diagrams, ER diagrams, class diagrams, or any diagram using D2 syntax. Also trigger when working with .d2 files or when the d2_render MCP tool is available.
New to MCP?
From what the protocol is to installing your first server, these answers cover most first questions.
An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.