Skills
96,981 packaged capabilities and playbooks for agents. Install any of them with one command.
Documents
Use this skill whenever creating PPTX slides, presentations, or decks with any of these 30 modern design styles: Glassmorphism, Neo-Brutalism, Bento Grid, Dark Academia, Gradient Mesh, Claymorphism, Swiss International, Aurora Neon Glow, Retro Y2K, Nordic Minimalism, Typographic Bold, Duotone Color Split, Monochrome Minimal, Cyberpunk Outline, Editorial Magazine, Pastel Soft UI, Dark Neon Miami, Hand-crafted Organic, Isometric 3D Flat, Vaporwave, Art Deco Luxe, Brutalist Newspaper, Stained Glass Mosaic, Liquid Blob Morphing, Memphis Pop Pattern, Dark Forest Nature, Architectural Blueprint, Maximalist Collage, SciFi Holographic Data, Risograph Print. Also activate for requests using words like "sleek", "modern", "trendy", "designed", "stylish", or "visually striking" presentations.
Generate speaker notes and talking points for conversational, off-the-cuff delivery. Creates scannable prompts designed for riffing — not scripts to read. Use when asking "write speaker notes for...", "talking points for...", "what should I say on this slide...", or when preparing to present a deck live.
Use when deciding which documents a software or product project needs to produce — classifies across 10 dimensions, identifies product capability areas (4-signal algorithm), and produces a proportional, capability-scoped manifest with all five sections populated (documents, roles, skills, tools, capabilities). Re-tailors when the project changes (amend). Covers the full SDLC universe (seven lifecycle bands + four domain overlays). Returns a three-key JSON payload; caller writes two files from it (capability-map.yaml + manifest.yaml) — never assumes scope_root. Discovery only: decides which documents and what it takes to produce them, not how to author them. Keywords: document discovery, documentation plan, SDLC documents, document manifest, capability map, proportional docs, manifest completeness.
Create tailored sales proposals and RFP responses that address prospect needs, articulate solution value, and include pricing, timelines, and social proof. Use when the user requests proposal generation or provides relevant inputs for this workflow.
Use when a manuscript comes back with reviewer or editor comments. Numbers every comment, classifies it MAJOR/MINOR/REBUTTAL, drafts a point-by-point response with tracked manuscript changes, routes new analyses to /analyze-stats and writes the cover letter.
Use when anyone (user or agent) is about to author any structured content — RFC, ADR, runbook, spec, plan, PRD, README, retrospective, blog post, PR description, issue body, ticket, multi-paragraph commit message, announcement, or any other shape — regardless of destination (local file, GitHub, Jira, Linear, Slack, email, Confluence, Notion, Google Drive, etc.). This skill is the gate every content-authoring action passes through. It (1) identifies content-type + variant from intent via research, (2) checks docs/templates/<content-type>/<variant>/ for an existing template, (3) if it exists, returns it plus a hard-refusal directive that you MUST follow, (4) if missing, forges a new one via research, then returns it under the same directive, (5) on "advise:" intent, helps place content that doesn't fit (maps to sections or proposes new variant). Modes: use-or-create (default), force-regenerate, force-new-variant. Self-contained: prefers a research-capable skill if available, else built-in WebSearch + WebFetch.
Write the domestic and international research status and development trends analysis plus literature review for an NSFC proposal. Invoke when the user asks to write an NSFC literature review, 国内外研究现状, 文献综述, 文献评述, or section 1.2 of an NSFC proposal.
Writing assistant for the research methods, technical route, and innovative features sections of NSFC grant applications. Building on the user's existing research ideas, it provides academic phrasing, logical refinement, and standardized presentation of the research methods, technical route, and innovative features. Triggers when the user needs to write the research methods, technical route, innovation, and features of an NSFC application.
Use whenever the user wants to obtain, download, or fetch a paper's PDF — given a DOI, an arXiv id, a paper title, a citation, or a list of DOIs. Trigger on phrases like "download this paper", "find the PDF for [DOI]", "grab me the [Nature/bioRxiv/arXiv] paper on X", "get the open-access version", "I need this article", or any bulk/batch paper download request, even when the user doesn't explicitly say "PDF" or "DOI". Resolves via Unpaywall → Semantic Scholar → arXiv → PubMed Central → bioRxiv/medRxiv → publisher direct (institutional opt-in) → Sci-Hub mirrors as last-resort fallback.
Writes and edits prose in a plain and boring style: simple everyday words, complete sentences, no dashes, no jargon, and no analogies. Use when drafting or revising documents, Notion pages, reports, summaries, READMEs, emails, slides, commit messages, or PR descriptions, or when the user asks to simplify, clean up, tighten, reword, or make writing clearer. Use when the user invokes /plain-writing deslopify or asks to deslopify an agent response. Do not apply to code, only to the words around it.
Guides preparation of compliance documentation for CockroachDB Cloud deployments, covering SOC 2, PCI DSS, ISO 27001, HIPAA, and GDPR certifications. Use when responding to compliance questionnaires, preparing for audits, locating certification documents, or assessing cluster configuration for compliance readiness.
Scientific humanization for Chinese research text: rewrite papers, reviews, grant applications, project proposals, technical plans, defense scripts, lecture notes, PPT scripts and investor-facing research writing so they sound like a professional author or lecturer speaking, while protecting facts, terminology, numbers, citations, figure and table numbers, and strength of evidence. Use when the user says "not so AI-sounding", "make it more human", "less formal", "like how I'd say it", "remove the template tone", or "smooth it out but don't change the facts".
Draft, revise, and audit scientific manuscripts or reports with explicit evidence provenance, reporting-guideline coverage, authorship accountability, confidentiality controls, and local consistency checks. Use for manuscript sections, references, declarations, tables, figures, or submission preparation when scientific accuracy and traceability matter.
Create beautiful web presentations from a topic, rough notes, or an outline, and edit decks afterward — adding, removing, or revising slides. Generates a custom theme and a short two-slide preview, then builds the full deck only once the user confirms the direction; edits to an existing deck skip that flow and apply in place. Use when the user wants to make slides, a presentation, a talk deck, a pitch deck, or to add/remove/change a slide in one that already exists
Remove AI slop from research writing so papers, theses, grant proposals, reviews and rebuttals read as written by a careful human expert. Covers stock vocabulary (delve, tapestry, pivotal, underscores), empty emphasis, hedge stacks, formulaic signposting, "not only X but also Y" constructions, em-dash pileups, monotone rhythm, and claims vaguer than the data. Use when drafting or revising academic text with an AI assistant, when a draft "sounds like ChatGPT", before submission, or to match an author's own voice. Includes a zero-dependency slop linter for Markdown, LaTeX, text and Word files.
Convert Markdown articles to WeChat Official Account compatible HTML format. Use when users need to convert Markdown files to WeChat articles, apply themed styling for WeChat formatting, generate inline CSS HTML compatible with WeChat editor, process technical articles with code blocks and tables for WeChat, or apply professional WeChat-style layouts with headers and footers.
Read and parse the contents of PDF files, extracting text, tables and structured information. Use when the user needs to read a PDF file, extract PDF content, or analyze a PDF document's structure. Not for editing or creating PDFs, merging/splitting PDFs, OCR on scanned PDFs, or reading other document formats such as Word or Excel.
Agent-callable Google Docs tools — create, read, export, and find documents; edit text, formatting, images, and page style. Use when the user mentions Google Docs or wants to create, read, search, or edit document content, even if they don't name Google Docs explicitly.
Convert documents (PDF, Word, Excel, PowerPoint, images, HTML) to Markdown using microsoft/markitdown. Use for document analysis, content extraction, preprocessing for LLMs, or batch document conversion. Supports images with OCR/LLM descriptions, audio transcription, and ZIP archives.
Convert local documents, remote document URLs, or web page URLs to Markdown. Uses a lightweight no-login endpoint out of the box by default; if a MinerU Token is configured, switches automatically to the standard API. Retains the archive tracing capability and supports Token self-checks and private deployment connection instructions. This skill should be used when the user needs PDF to Markdown, OCR, remote document conversion, web content extraction, table recognition, formula recognition, document conversion, image to text, or scanned document conversion.
Run no-key citation audits for academic papers using local evidence extraction, bundled TaShan-PaperChecker rules, and the current Codex model. Use when Codex needs to check .docx论文引用合规、正文引文和参考文献是否匹配、引用真实性、引文与上下文相关性、GB/T 7714 or UCAS reference-format issues, or when the user mentions PaperCheck, TaShan-PaperChecker, citation compliance, reference audit, citation authenticity, or 引文核验.
Use when building NEW Datex Studio reports from scratch. This is the entry point for all new report work — it orchestrates requirements gathering, schema exploration, datasource creation, layout prototyping, and deployment as a single workflow. Trigger for: "create a report", "build a report", "report from work item", "report from requirements". For modifying EXISTING reports, use `report-editor`.
Full-pipeline AI skill for producing PowerPoint presentations, benchmarked against top-tier consulting firms such as McKinsey and Deloitte (Aham UI v6.1 · Office track · PPT). Triggers immediately when the user says "帮我做PPT", "做演示文稿", "做一个汇报", "根据这份资料做PPT", "做客户方案PPT", or "制作幻灯片". Triggers even if the request is a single sentence. Eight-stage modular process: specification loading → material analysis → argument distillation → narrative skeleton → outline and layout → sample approval → page-by-page design → quality check and delivery. Built-in adaptive coaching mechanism that guides users of any skill level to above-passing output. Note: this skill is for PowerPoint / pptx output; for the SVG/HTML version see the ppt-svg skill.
Reconcile Amazon's 1099-K against actual deposits, fees, and refunds for tax filing. Explains the gap between gross sales on the 1099-K and what hit the bank, maps the numbers to Schedule C lines, and produces the worksheet the seller or their CPA needs. Use when a user asks about 1099-K, Amazon tax documents, reconciling gross vs net sales, year-end tax prep, or why the 1099-K is higher than their deposits. Trigger phrases: "1099-K", "tax forms", "Amazon tax document", "gross vs net", "Schedule C", "year end". Works with zero tools. the user pastes the 1099-K and Payments summary.
Automates Apple Keynote using JXA with AppleScript dictionary discovery. Use when asked to "create Keynote presentations", "automate slide decks", "JXA Keynote scripting", or "generate presentations programmatically". Covers document lifecycle, slides, text, shapes, images, tables, charts, transitions, and UI scripting fallback.
Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer context, refine content through iteration, and verify the doc works for readers. Trigger when user mentions writing docs, creating proposals, drafting specs, or similar documentation tasks.
Creates a lesson plan, student-facing materials, and observation template. Load this skill BEFORE asking the teacher any clarifying question about grade, subject, topic, standard, or timing. Use when a K-12 teacher needs a math, ELA, science, or social studies lesson built from scratch — even if grade, subject, or topic isn't yet stated. Do NOT load for grading, a rubric, assessment feedback, a quiz, or a standards lookup — answer those directly. Triggers on explicit requests (lesson plan, mini-lesson, unit plan, daily plan) and implicit teacher intent: "I'm teaching long division to 5th graders," "need to teach photosynthesis tomorrow." Core signal: teacher needs new instructional content created. A new lesson that asks for differentiated, tiered, or leveled materials is still ONE planning request — this skill produces those materials inside the lesson package; do not also invoke k12-lesson-differentiation. Not for differentiating an existing lesson (use k12-lesson-differentiation) or passage rewrites.
Write multi-chapter books (technical, tutorial, monograph, etc.) end-to-end. Handles outline planning, per-chapter drafting that stays coherent across long manuscripts, chapter review, and final HTML/PDF build. Trigger when user mentions "写书", "写一本书", "出书", "技术书", "book writing", "逐章写作", "O'Reilly", "mdbook", or wants to author a multi-chapter book.
Use when auditing, restructuring, or revising a research manuscript whose scientific question, claim hierarchy, evidence chain, section logic, figures, terminology, or prose may be unclear or out of sync. Apply before sentence-level polishing, especially for whole drafts, major revisions, resubmissions, overclaiming, experiment-by-experiment Results, inaccessible narratives, or manuscripts that need a claim-driven architecture.
Generate interactive HTML presentations with professional ElevenLabs voiceover narration synced to slides. Supports dual article/slides mode, scroll-reveal animations, GPT Image 2 illustrations, and configurable detail levels. Use this skill when the user wants to create a presentation, slide deck, narrated briefing, research report with voiceover, or any content that should be presentable as both a readable article and a navigable slide deck. Also triggers on "make a presentation", "create slides", "present this", "narrated deck", "voiceover slides", "briefing with audio", or requests to turn research/notes into a shareable presentation. Works with any content — research findings, meeting summaries, proposals, educational material.
Reference documentation patterns for API and symbol documentation. Use when writing reference docs, API docs, parameter tables, or technical specifications. Triggers on reference docs, API reference, function reference, parameters table, symbol documentation.
Call or simulate a Deep Research workflow to organize paper retrieval, keyword breakdown, candidate evidence, and the final answer into a verifiable research report. Suitable for competition problem explanations, thesis proposal research, and organizing the rationale for a solution.
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.
