Skills
96,981 packaged capabilities and playbooks for agents. Install any of them with one command.
Documents
Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.). This skill should be used when conducting systematic literature reviews, meta-analyses, research synthesis, or comprehensive literature searches across biomedical, scientific, and technical domains. Creates professionally formatted markdown documents and PDFs with verified citations in multiple citation styles (APA, Nature, Vancouver, etc.).
Deeply analyzes arXiv papers, public PDF URLs, local PDFs, research project pages, technical blogs, or ordinary web pages, automatically identifies the source type, and generates Obsidian notes with evidence and images. Use when the user provides an arXiv ID/link, public PDF URL, company research page, blog URL, local PDF or existing note and asks for analysis, summary, evaluation, or knowledge-base capture.
Use this skill any time a .pptx file is involved in any way — as input, output, or both. This includes: creating slide decks, pitch decks, or presentations; reading, parsing, or extracting text from any .pptx file (even if the extracted content will be used elsewhere, like in an email or summary); editing, modifying, or updating existing presentations; combining or splitting slide files; working with templates, layouts, speaker notes, or comments. Trigger whenever the user mentions \"deck,\" \"slides,\" \"presentation,\" or references a .pptx filename, regardless of what they plan to do with the content afterward. If a .pptx file needs to be opened, created, or touched, use this skill.
Use when the user asks to "create a campaign report", "build an executive summary", or "deliver client results"; produces audience-tailored influencer marketing reports (executive, client, internal team) with data tables, narrative, key learnings, and recommendations. Not for raw metric computation — use performance-analyzer. 达人营销报告/结案汇报
Core skill for the deep research and writing tool. Write scientific manuscripts in full paragraphs (never bullet points). Use two-stage process with (1) section outlines with key points using research-lookup then (2) convert to flowing prose. IMRAD structure, citations (APA/AMA/Vancouver), figures/tables, reporting guidelines (CONSORT/STROBE/PRISMA), for research papers and journal submissions.
Use this skill when a user asks how to generate, integrate, or implement a Word‑like document editor in JavaScript (ES6) using Syncfusion. Trigger it for requests involving the Syncfusion JavaScript (ES6) Document Editor, JavaScript (ES6)‑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 Javascript applications.
Implements Syncfusion .NET MAUI SfPdfViewer for cross-platform PDF viewing, navigation, annotations, form filling/validation, text search/selection, e-signatures, redaction, printing, and toolbar/UI customization. Use when working with PDF viewer setup, document annotations, form fields, or signature workflows in MAUI apps.
Use this skill when a user asks how to generate, integrate, or implement a Word‑like document editor in WPF using Syncfusion. Trigger it for requests involving the Syncfusion WPF Document Editor, WPF‑based editor integration, document editing and formatting, comments, working with tables and images, managing headers and footers, applying document protection, and building end‑to‑end document workflows in WPF applications.
Exactly ONE complete test case file (.xlsx with multiple sheets, columns Test Case ID/Description/Steps/Expected/Priority/Type) → parse into JSON, deterministically classify as ui|calc|perf|security|gap, generate a PLAN per BATCH, run through orca-graph on the user's ALREADY logged-in browser session (claude-in-chrome), record PASS/FAIL/BLOCK plus a screenshot for each TC, and export one report .xlsx tester-kit per batch (tao_report_test). Call when the user says "chạy bộ test case này", "file test case xlsx", "SIT/UAT theo file", "xuất report tester-kit", "/tc-run".
Use when writing communication aimed at colleagues rather than users or customers — 3P updates (Progress/Plans/Problems), status reports, leadership and exec updates, company newsletters, FAQ answers, project updates, incident reports, launch announcements, or policy and reorganization notes. Triggers include "write an update for leadership", "draft the weekly status", "announce this to the company", "write the incident writeup".
Data export to CSV, Excel (XLSX), and JSON. ExcelJS, SheetJS (xlsx), Papa Parse, Apache POI (Java), openpyxl (Python). Streaming exports for large datasets. USE WHEN: user mentions "export CSV", "export Excel", "XLSX generation", "download spreadsheet", "ExcelJS", "SheetJS", "Papa Parse", "data export" DO NOT USE FOR: PDF generation - use `pdf-generation`; file upload/download - use `file-upload`/`cloud-storage`
Systematic documentation audit and maintenance. This skill should be used when documentation may be stale, missing, or misorganized — after feature work, refactors, dependency upgrades, or as a periodic health check. It prescribes folder structure for docs/ and manual/, dispatches haiku subagents for codebase/doc scanning, and routes doc creation to specialized agents (reference-builder, technical-writer, learning-guide) with docs-architect as quality gate.
Documentation style guide enforcer by @planetabhi. Applies and reviews the writing style guide when authoring or editing product documentation and tutorials. Use to check prose for voice, tense, word choice, inclusive language, formatting, code block, UI, Markdown, and number/date conventions.
Create and edit diagrams using the Draw.io MCP server — any shape, any vendor. USE FOR: draw me a diagram, create an architecture diagram, add Azure/AWS/GCP/Cisco/Kubernetes icons to a diagram, convert Mermaid to draw.io, fix overlapping arrows, edit a .drawio file, network topology diagrams, CI/CD pipeline diagrams, auth flow diagrams. Supports XML, Mermaid, and CSV. Uses drawio/search_shapes to find any of 10,000+ shapes across all vendor and icon libraries. DO NOT USE FOR: Excalidraw output (use excalidraw-mcp-diagramming skill).
Drafts a design document section-by-section using the concepts brief from egm-brainstorm (or user notes). This is the second step in the Elephant-Goldfish (EGM) feature flow. Use when you are ready to write a design doc after aligning on requirements + solution.
Executes the Antagonistic-Review process from the Elephant-Goldfish Model (EGM) via an automated multi-agent review loop to audit documents against qualitative standards and structural templates, and automatically apply approved fixes. Use when reviewing design docs, READMEs, feature specifications, implementation plans, or verifying document completeness and tone.
Operating-data report generator for Hike Capital portfolio companies, currently supporting only Halara (other portfolio companies are out of scope for now). Load this skill when the user needs to generate a Halara weekly/monthly/quarterly report, view Best Sellers or the bestseller list, analyze operating data, monitor sales, view product rankings, review growth, or track ranking changes, or mentions terms such as Halara report, Halara data, or product analysis; it produces an HTML report.
Extract internal terminology, acronyms, shorthand, and jargon from a set of documents, then build or update a project glossary in JARGON.md. Reuse an existing JARGON.md anywhere in the repo if one already exists; otherwise default to the repo root. Spawns one subagent per input file to flag terms with plain English definitions, then a single reduce subagent correlates, deduplicates, and alphabetizes the combined results, intelligently merging any overlapping definitions before writing them into the glossary. Use this skill whenever the user asks to extract jargon, build or update a glossary, catalog acronyms, document internal terminology, flag undefined terms, or mentions a JARGON.md file by name, even if phrased casually, for example 'go through these design docs and pull out anything a new hire wouldn't know' or 'scan this repo's markdown files and build a term list.' Also trigger when the user hands over several documents and asks what specialized vocabulary or shorthand appears across them.
Insert AI illustrations into documents in place. After reading the document, plan insertion points globally, generate all images in parallel, and insert them back into the original text asynchronously. Supports cover images, custom aspect ratios, and three styles. Use when: the user asks to generate illustrations or images for a document/article/note. Also trigger when the user mentions: 配图, 插图, illustration, generate images, document images, 为文章加图.
Convert various file formats (PDF, Office documents, images, audio, web content, structured data) to Markdown optimized for LLM processing. Use when converting documents to markdown, extracting text from PDFs/Office files, transcribing audio, performing OCR on images, extracting YouTube transcripts, or processing batches of files. Supports 20+ formats including DOCX, XLSX, PPTX, PDF, HTML, EPUB, CSV, JSON, images with OCR, and audio with transcription.
Write and revise human-facing prose in a plain, professional register, stripping the tells that mark text as AI-generated. Works top down. First restructure the document (reorder, merge, split, delete, or replace sections and generated scaffold), then rebuild paragraphs and sentences with ASD-STE100 Simplified Technical English and the mechanics adopted from the Microsoft Writing Style Guide, then kill word-level tells and check with a bundled linter. Use when writing or editing a README, blog post, doc, PR or commit message, email, release note, changelog, error message, runbook, or any copy a person will read. Also use when asked to make text sound less like AI, remove AI slop, restructure or de-bloat a doc, cut the marketing voice, write plain or controlled technical English, fix over-structuring or list-itis, make wording inclusive or accessible, tighten or professionalize a draft, or to review prose you just generated. Extends to comments, commits, PRs, test names, error and log strings, and formatting.
Paper interpretation assistant. Use when the user sends an arXiv paper link and wants to download the paper, interpret it, generate reading notes, break down the paper, or output a detailed report. It creates a paper folder in the working directory, downloads the PDF and TeX Source (if available), and generates a Chinese Markdown report. By default it delivers a first draft and does not review automatically; follow-up review is arranged only if the user explicitly agrees. Not for cases where only a short recommendation is needed.
Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmatically process, generate, or analyze PDF documents at scale.
Use when the user needs PDF generation, manipulation, form filling, table extraction, OCR, merging, splitting, watermarking, or metadata handling. Trigger conditions: generate PDF reports, extract text or tables from PDFs, fill PDF forms programmatically, merge or split PDF files, add watermarks, OCR scanned documents, read or write PDF metadata, convert HTML to PDF.
Create or revise PlantUML source for precise UML and architecture documentation, including class, sequence, component, deployment, state, activity, use-case, ER, ArchiMate, and C4 diagrams. Use when the user explicitly requests PlantUML, UML, C4, `.puml`, standard UML semantics, or detailed architecture notation. Prefer Mermaid for lightweight Markdown-native diagrams and ProcessOn only for hosted editable rendering.
Use this skill any time a .pptx file is involved in any way — as input, output, or both. This includes: creating slide decks, pitch decks, or presentations; reading, parsing, or extracting text from any .pptx file (even if the extracted content will be used elsewhere, like in an email or summary); editing, modifying, or updating existing presentations; combining or splitting slide files; working with templates, layouts, speaker notes, or comments. Trigger whenever the user mentions \"deck,\" \"slides,\" \"presentation,\" or references a .pptx filename, regardless of what they plan to do with the content afterward. If a .pptx file needs to be opened, created, or touched, use this skill.
Generate professional shot lists from screenplays and scripts. Use when user uploads a screenplay (.fountain, .fdx, .txt, .pdf, .docx) or describes scenes for production planning. Parses scripts to extract scenes, helps determine camera setups, shot types, framing, and movement through collaborative discussion, then generates beautifully formatted PDF shot lists for production. Triggers include requests to create shot lists, plan shots, break down scripts for filming, or organize camera coverage.
Use this skill when a user asks how to generate, integrate, or implement a Word‑like document editor in UWP using Syncfusion. Trigger it for requests involving the Syncfusion UWP Document Editor, UWP‑based editor integration, document editing and formatting, comments, working with tables and images, managing headers and footers, applying document protection, and building end‑to‑end document workflows in UWP applications.
Updates README.md and README.zh-CN.md to reflect the project's current state. Use this skill whenever the user asks to "update the README", "sync the docs", "update documentation", "reflect latest changes in README", or wants both the English and Chinese READMEs to match the current project.
Fetch and analyze an arXiv paper via tiered fallback (markdown -> arXiv HTML -> ar5iv -> PDF). Rate-limited for arxiv2md (28 req/min, deterministic). Produces a structured summary with citation, problem, key claims, method, results, limitations. Use when the user says "analyze arxiv paper", "summarize arxiv", "read paper", "what does this paper say", or provides an arXiv ID/URL to analyze.
Expert guidance for writing automotive manufacturing business processes, work instructions, and standard operating procedures. Follows IATF 16949, ISO 9001, and APQP/PPAP standards. Covers assembly, machining, quality/inspection, and material handling. USE WHEN user says 'write work instruction', 'create business process', 'automotive SOP', 'manufacturing procedure', 'APQP documentation', 'process flow', or 'quality procedure'. Integrates with A3CriticalThinking for problem solving and SupplyChain for supplier requirements.
Selecting a reference manager and applying citation styles. Compares Zotero, Mendeley, EndNote, Paperpile; covers APA/Vancouver/ACS/Nature styles, DOI management, citation tracking, and Word/Google Docs/LaTeX integration. Use when setting up a reference workflow or fixing citation formatting.
Extract explicit and implicit constraints (compliance, security, hosting, tooling, stakeholder, scope, and external-dependency boundaries) from a project's documentation, then build or update a canonical CONSTRAINTS.md. Spawns one subagent per source document to flag externally-imposed boundaries with evidence citations and confidence ratings, then correlates, deduplicates, and organizes the results by category before writing them into CONSTRAINTS.md. Use this skill whenever a user mentions \"CONSTRAINTS.md\", \"extract constraints\", \"find our constraints\", \"document constraints\", \"compliance constraints\", \"what limits this project\", \"synthesize constraints\", or wants to capture externally-imposed boundaries (legal, security, compliance, stakeholder, vendor) that shape what a project can build and how. Always prefer this skill over ad-hoc constraint documentation.
Use when adding, auditing, pruning, archiving, restoring, or reviewing Agent Notes in deepseek-harness; checks every new note for superseded active records, deletes small UI and purely mechanical records, classifies other implemented notes by future decision value, deletes rejected notes that no longer prevent a tempting fallacy, and applies the frozen archived/{kind} triplet and manifest rules.
Complete Feishu (Lark) Skills collection for Claude Code / OpenClaw. Includes 10 skills covering: document management, messaging, spreadsheets, Bitable, interactive cards, bot bridge, cross-group memory, and leave requests. 飞书 Skills 全集，含文档管理、消息发送、表格操作、多维表格、卡片消息、 Bot 桥接、跨群记忆、请假审批等 10 个 Skill，附完整配置教程。 Trigger on: feishu, 飞书, lark, feishu doc, feishu message, feishu sheet, feishu bitable, feishu card, feishu bridge, feishu bot
Convert PDF files to a single vertically concatenated PNG image using macOS native CoreGraphics. Each page is rendered at 2x scale and stitched top-to-bottom. ~20x faster than pdftoppm+ImageMagick, zero external dependencies on macOS. Trigger when the user mentions "pdf to png", "pdf转png", "PDF转图片", "pdf拼接", "pdf截图", "convert pdf to image", or wants to turn a multi-page PDF into one long PNG.
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.