Skills
96,981 packaged capabilities and playbooks for agents. Install any of them with one command.
Documents
Build image-model-driven PPT decks from a user topic, source materials, papers, reports, notes, datasets, existing slides, or style references. Use when the user asks to create, redesign, package, or QA a PowerPoint deck where every slide should first be generated as a high-quality full-slide image and packaged into PPTX with manifests, previews, and evidence-backed QA. Layered editable reconstruction is optional and only used when explicitly requested. This is the general deck-building entry. Prefer narrower skills only when the request is specifically an academic/research PPT workflow, a prompt/method clinic, a sci-employee course/video wrapper, or a recurring Chronicle research/script loop.
Apply clear-writing standards to any prose the agent produces - READMEs, docs, UI copy, error messages, commit and PR text, release notes. Use when writing or editing documentation, interface copy, or any text a human will read. Says "write the README", "improve this copy", "draft the docs", "word this error".
Handle structured co-authoring of professional documentation. Use for proposals, technical specs, and RFCs. Use proactively when a collaborative drafting process (Gathering -> Refinement -> Testing) is needed. Examples: - user: "Draft a technical RFC for the new API" -> follow Stage 1 context gathering - user: "Refine the introduction of this proposal" -> use iterative surgical edits - user: "Test if this document is clear for readers" -> run reader testing workflow
Write English that a reader cannot misread: one meaning per word, active voice, simple tenses, one idea per sentence, short sentences. Based on ASD-STE100 (Simplified Technical English), the controlled-language standard written for aircraft maintenance manuals. Use it for any prose an agent produces that someone else acts on. That covers reports and findings, PR descriptions and commit messages, instructions handed to another agent, tool descriptions, error messages, status summaries, and prompts. Also use it on request, with triggers like "simplify this", "make this readable", "too dense", "rewrite in STE", "simplified technical english", "ASD-STE100".
Use when a medical AI paper should be found and cited by AI search engines and RAG tools. Optimizes the title, abstract, summary box (Key Points, Research in Context), keywords, preprint, GitHub README/CITATION.cff and Hugging Face card, returning a visible pass/fail checklist.
Produces a CPA-ready year-end COGS schedule for Amazon sellers from Inventory Valuation Report, Settlement reports, and supplier POs. Catches the ending inventory math errors that overstate taxable income by 8-15%. Use when a user asks about year-end taxes, COGS, inventory valuation, or "tax pack for my accountant". Trigger phrases: "year-end taxes", "COGS schedule", "inventory valuation", "FIFO LIFO Amazon", "tax pack for CPA". Works with zero tools.
Annotate every screenshot in a help article - zoom, crop, blur, and arrows - so each image points at exactly the control its step describes. Use when the user says "annotate the screenshots", "add arrows to the images in this article", "zoom the screenshots in on the right buttons", "blur the sensitive bits in the doc images", or "make the article's screenshots clearer".
Apply official brand colors and typography to professional artifacts. Use for presentations, reports, and documents to ensure corporate visual identity. Use proactively when a "client-ready" look-and-feel is requested. Examples: - user: "Brand this report" -> apply corporate colors and fonts - user: "Apply brand guidelines to these slides" -> update colors/fonts in XML - user: "Check if this document is on-brand" -> verify against color/font standards
Prepare the first working session with a contracted supplier against a fixed day budget: reads the agreed offer or contract, then builds a branded session workbook whose day-budget sheet totals against the contracted ceiling, an internal prep brief, a supplier agenda and a post-session note template. Use for kick-off or delivery-session prep with a supplier, or day-budget splits over a signed offer. Distinct from tor-procurement (writes the ToR), selection-toolkit (panel scoring), procurement-offer-review (one incoming offer), implementation-pack (donor grants IPPF receives), and meeting-notes mode 2 (1-1 prep).
Access Google Workspace (Drive, Docs, Sheets, Gmail, Calendar, Chat, Meet, Admin) via the `gws` CLI. Use this skill when the user wants to read, write, or manage Google Docs, Sheets, Drive files/folders, Gmail messages, Calendar events, or any other Google Workspace resource. Triggers on: Google Docs, Google Sheets, Google Drive, Google Calendar (via gws), Google Chat, Google Meet, spreadsheet operations, document editing, file uploads, sharing permissions, Gmail triage, or any mention of `gws` commands.
Generate comprehensive market research reports (50+ pages) in the style of top consulting firms (McKinsey, BCG, Gartner). Professional LaTeX formatting, strategic analysis frameworks (Porter's Five Forces, PESTLE, SWOT, TAM/SAM/SOM, BCG Matrix), and deep research integration.
Use this skill to build academic-style .docx output: journal / conference / thesis chapters carrying formal citation style (APA, Chicago, IEEE, MLA), numbered equations, figure & table cross-references, footnotes/endnotes, bibliography, or multi-column journal layout. Trigger on: 'research paper', 'journal paper', 'conference paper', 'manuscript', 'thesis', 'APA', 'MLA', 'Chicago', 'IEEE two-column', 'bibliography', 'hanging indent', 'citation style', 'abstract + keywords', 'equation numbering', 'cross-reference', paper with footnotes/endnotes. Output is a single .docx.
Convert text entered by the user or uploaded txt and pdf files into a properly formatted official document PDF, following the national standard GB/T 9704-2012 Format for Official Documents of Party and Government Organs. Use cases: (1) the user enters the text of an official document, (2) the user uploads a txt or pdf file that needs format conversion, (3) a formal document compliant with the party and government official document standard needs to be generated
Use when a manuscript needs a copy-edit for consistency and non-native English clarity. Flags abbreviation, US/UK spelling, en-dash range, P/p, hyphenation, number-style and unit-spacing issues, then polishes style only. AI-tell removal is /humanize.
Use when rendering a Markdown document (English or Korean) such as a proposal, IRB cover letter, handout or reference table to PDF via pandoc and xelatex, with auto-fitted table widths and CJK fonts. Not for manuscripts with a bibliography (/manage-refs) or Word forms.
Use this skill when a user asks how to generate, integrate, or implement a Word‑like document editor in Angular using Syncfusion. Trigger it for requests involving the Syncfusion Angular Document Editor, Angular‑based editor integration, document editing and formatting, comments and track changes, working with tables and images, managing headers and footers, applying document protection, and building end‑to‑end document workflows in Angular applications.
Invoke for guided game design document authoring -- section-by-section GDD creation with validation, pillar alignment, and scope tier marking. Triggers on: "write GDD", "create GDD", "game design document", "document my game", "GDD authoring", "fill in GDD". Do NOT invoke for reviewing an existing GDD (use game-design-review) or designing specific game systems (use game-designer). Part of the AlterLab GameForge collection.
Paper reviewer that evaluates machine learning research projects following official ICML reviewer guidelines. Provides comprehensive reviews with actionable feedback across all key dimensions: claims/evidence, relation to prior work, originality, significance, clarity, and reproducibility. Also provides formative feedback on incomplete drafts, proposals, and research code repositories. MANDATORY TRIGGERS: review paper, ICML review, paper review, evaluate paper, research paper feedback, ML paper review, conference review, academic review, paper critique, NeurIPS review, ICLR review, project proposal, research proposal, paper draft, early feedback, incomplete paper, work in progress, WIP review, review repo, review codebase, research project review
Chinese thesis defense deck builder for existing XeLaTeX PhD or master thesis repositories. Extracts chapters, figures, equations, tables and publications read-only, plans pages by talk length, renders a Beamer pre-defense or defense deck with speaker notes, and runs a fidelity quality gate plus page previews. Not for .pptx, journal talks, or English defenses.
Manages Google Workspace operations across 12 services (Gmail, Drive, Calendar, Docs, Sheets, Slides, Forms, Tasks, Contacts, Chat, Apps Script, Custom Search). Supports MCP tools or the workspace-cli client. Provides tool routing, workflows, and parameter guidance for every tool. Triggers for "check my email", "find a file", "schedule a meeting", "update the spreadsheet", "share a doc", "create a presentation", "add a task", "look up a contact", or any mention of Google Workspace services.
Based on NSFC proposal length budget standards; checks the target proposal's length and summarizes the gaps; gives targeted optimization suggestions; expands or condenses to meet the standard while preserving the original meaning as much as possible.
Quietly apply pangu spacing whenever you write or edit CJK-mixed prose, including replies, docs, code comments, and commit messages, even without a spacing request. Also use when asked for pangu, 盤古之白, or spacing fixes. Preserve code, exact quotes, syntax, and token interiors.
Reads and analyzes academic papers (arXiv preprints, conference / journal PDFs, Zotero items) at three configurable depths: quick skim (2 min), standard read (10 min), or deep analysis (30 min). Produces structured digests covering problem, method, key innovation, results, limitations, reproducibility, hidden assumptions, and connections to the user's other work. Use when the user shares an arXiv link, PDF, or paper title and asks to read / summarize / digest / TL;DR / analyze / review / critique / explain / break down a paper, asks about a paper's contributions / methods / results / equations / figures, wants to compare two papers side by side, or needs a reading note for their records.
Build presentation plans for PPT / slides / decks through a conversation-first workflow, then propose multiple visual directions with preview images before writing deck specs. Use when the user asks to create a PPT, presentation, deck, 答辩稿, 路演 deck, 产品介绍 PPT, 汇报 PPT, or when the user has only a topic or rough materials and needs help clarifying structure, style, and page planning before generation.
Design slide decks as HTML/CSS (custom or reveal.js): slide layouts on a fixed 16:9 canvas, presentation typography, slide charts, builds and transitions, speaker notes, and PDF export. Use for decks presented or shared from the browser; for native .pptx files use a PowerPoint-specific tool. Trigger phrases: "presentation", "slide deck", "slides", "pitch deck", "keynote", "reveal.js", "slide design", "presentation template", "speaker notes"
Use when judging a SET of finished project documents as one corpus, to decide whether they are mutually coherent and ready to plan from — the corpus-level analog of a single-document design review. Assumes each document passed its own gate; judges only how they relate, against an eight-dimension bar: cross-document consistency (incl. one name per entity); completeness/traceability from the upstream-most doc (no dropped/orphaned items or TBDs); contradictions; dependency integrity; divergent duplication; ready-to-plan sufficiency (Definition-of-Ready + a referenced-but-absent doc); amend/delta-scoped re-review when a doc changed (ripple to its dependents); and version-skew (a doc citing a stale version of another). Emits exactly one terminal `VERDICT: approve|revise` for the whole set, each finding prefixed with the affected document id(s). Approves a coherent corpus (no false-revise); revises only on a real, named cross-document gap. Not for one document's internal quality, nor authoring or fixing them.
Use this skill whenever the user wants to download academic papers, search for research literature, get citations (BibTeX/RIS/EndNote), manage WebVPN institutional proxy for paper access, import .bib files, or batch-download papers. This skill orchestrates the scansci-pdf MCP server which exposes 18 high-level tools covering download (OA/grey/institutional channels), discovery, queue preparation, diagnostics, and login. TRIGGER when: user mentions downloading papers, DOI, arXiv ID, Sci-Hub, paper search, literature review, citation export, WebVPN, institutional access, "帮我下载论文", "搜索文献", "批量下载", "论文下载", "文献检索", or provides a list of DOIs/arXiv IDs. SKIP: user is only discussing papers conceptually without intent to download/search/cite, or user asks about non-academic PDFs (invoices, reports, etc.).
Create beautifully designed travel guidebook PDFs from trip itineraries. End-to-end workflow from deep research to Playwright PDF export, featuring zero AI-generated images, Tabler Icons, inline SVG decorations, and Claude's warm parchment aesthetic. Use this skill whenever the user mentions 路书, 旅行指南, travel guidebook, 行程手册, trip planner, 自驾游攻略, itinerary book, 攻略, 出行指南, 旅行计划, 行程规划, or wants to turn trip notes into a printable guide. Also triggers for multi-day travel planning, route guides, road trip planners, 旅行攻略制作, 旅行PDF, or converting travel research into a professionally designed document.
Generate standardized interface documentation for Ascend NPU Triton operators. Use when the user needs to create a README for an operator, generate API documentation, write a product support table, or organize parameter descriptions. Keywords: 文档生成, doc generation, README, interface documentation, API documentation.
Use when authoring an end-user product guide — the consumer-facing help a typically non-technical person reads to accomplish goals with a product: a getting-started tutorial, task how-to guides, conceptual explanation, an end-user feature/settings/CLI reference (NOT the HTTP API), troubleshooting/FAQ, and a glossary. Guides the METHOD, not the outline: one how-to per user goal from the handed-in upstreams (never invented), the four Diataxis modes kept distinct, every step accurate and named by its exact UI label, plain language for a non-technical reader (no unexplained jargon), an accessible and findable guide, and amending a published guide as a versioned staleness sweep — to a 12-condition usability + accuracy bar. Composes with a user-guide template tool + a research capability. Assumes the handed-in upstreams (feature-spec + user-flows + wireframes) — never a blank page. Not the developer-tool adoption guide (developer-guide), the endpoint catalog (api-reference), or reviewing a finished guide.
Manage Confluence pages using the orbit CLI — create, update, view, publish markdown directories, check page hierarchy, and control page width. Use this skill whenever the user asks about Confluence pages, wiki content, publishing documentation, uploading markdown to Confluence, syncing docs, checking page hierarchy or ancestors, or managing page trees using orbit. Trigger on phrases like 'create a Confluence page', 'update the wiki', 'publish these docs to Confluence', 'upload markdown', 'set page width', 'view page', 'list child pages', 'show hierarchy', 'check page tree', 'what are the ancestors', or any Confluence-related task — even casual references like 'push this to Confluence', 'sync the docs', 'check what pages are under X', or 'show me the page structure'. Also trigger when the user needs to convert markdown to Confluence storage format or wants to track which markdown files map to which Confluence pages via frontmatter metadata (confluence_page_id, confluence_url).
Verifies factual claims in documents using web search and official sources, then proposes corrections with user confirmation. Use when the user asks to fact-check, verify information, validate claims, check accuracy, or update outdated information in documents. Supports AI model specs, technical documentation, statistics, and general factual statements.
Fetches a legal open-access copy of a paper from its DOI or arXiv ID — resolves through Unpaywall, arXiv PDF/HTML, and the open-access ACM Digital Library. Use when the user wants to fetch, download, read, or get the PDF or full text of a specific paper. Single polite fetch, transient processing only: it never stores paper text in the repo, never bypasses paywalls, and never uses shadow libraries. For finding papers by topic or venue, use find-papers first; this skill starts from an identifier.
Use when creating print formats or generating PDFs in Frappe v14-v16. Covers Jinja print formats, Print Designer [v15+], Letter Head, PDF generation API (get_pdf, download_pdf), Report print formats ({%= %} syntax), page breaks, and print CSS patterns. Prevents common mistakes with template engine confusion and PDF rendering. Keywords: print format, PDF, get_pdf, Jinja, Letter Head, print designer, PDF not generating, print format broken, custom PDF, letter head, wkhtmltopdf error, wkhtmltopdf, WeasyPrint, page-break, download_pdf.
Draft a complete civil or criminal judgment based on the Chinese People's Court judgment document drafting standards. Use this skill when the user asks to "draft a judgment", "generate a judgment document", "write a civil judgment", "write a criminal judgment", or "write a document from case files", or provides case materials and asks for a judgment document, autonomously invoking atomic skills (such as issue identification, statutory retrieval, deductive reasoning, evidence admissibility assessment, etc.) while drafting each section.
Use when references in a .bib file (often from /search-lit) should land in Zotero and Obsidian. Syncs them to the Zotero library, writes Obsidian literature notes and extracts cross-cutting concept notes once enough accumulate. A folder of PDFs is /obsidian-paper-vault.
Creates, maintains, and synchronises core project documentation (README, TODO, DESIGN, Architecture, Testing, Deployment). Use when the user needs to write, update, or structure project documentation based on codebase changes, or whenever asked to perform documentation reviews or updates.
De-AI-ifies and tightens academic prose without changing any technical claim. Use when a researcher says "this sounds like ChatGPT / AI-written", "humanize my paper", "remove the AI words", "too many delves and leverages", "polish my writing", "tighten the prose", "fix my hedging", "too many Moreover/Furthermore", "make my contributions active", or "keep my terminology consistent". Runs deterministic stdlib linters — prose_lint.py (leftover chatbot artifacts, LLM-tell vocabulary, connective stacking, em-dash density, double hedges, overclaiming boosters, passive contribution statements) and terminology_check.py (dataset/data set/data-set variants, acronym discipline, -ise/-ize mixing, glossary enforcement) — then drives a section-by-section edit pass using rewrite catalogs and the venue family's register norms. Numbers, results, claims, and citations are never altered; the venue's AI-use disclosure policy is surfaced and respected, never dodged.
Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layouts, (4) Adding comments or speaker notes, or any other presentation tasks
Verify that cited references actually exist and that their metadata matches, using the runnable scripts this skill ships for CrossRef, Semantic Scholar, arXiv, and PubMed. Use when the bibliography must be checked against live sources rather than inspected locally: detecting fabricated or hallucinated citations, confirming that DOIs resolve, and matching title, authors, venue, and year against the record. Also covers the underlying verification principles and reference-audit best practices. For an offline hygiene pass over a .bib or .tex file, run citation-verifier first; for whether a real source supports the sentence citing it, run claim-source-verification.
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.