Skills
96,770 packaged capabilities and playbooks for agents. Install any of them with one command.
Documents
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.
Create and refine consulting reports, decision memos, and executive presentations, including storylines, exhibits, visual design, and artifact review. Use for board readouts, investment committee memos, steering updates, and final reports. For sales proposals and pitch decks, use proposal-development when available.
Create, adapt, or revise practical community guides with locally grounded activities, participant worksheets, facilitator instructions, and maintenance plans. Use for neighborhood preparedness, mutual support, shared projects, and community learning programs. Do not use for travel guides, promotional brochures, standalone policies, simple document formatting, or live incident response.
Optimize resumes by matching keywords to the job description, rewriting experience with the quantified STAR method, and checking ATS compatibility. Triggered when users ask for resume help, review, or polishing, mention JD matching, STAR method, ATS, or want to tailor their resume for a specific role.
Real DCF (Discounted Cash Flow) model creation for equity valuation. Retrieves financial data from SEC filings and analyst reports, builds comprehensive cash flow projections with proper WACC calculations, performs sensitivity analysis, and outputs professional Excel models with executive summaries. Use when users need to value a company using DCF methodology, request intrinsic value analysis, or ask for detailed financial modeling with growth projections and terminal value calculations.
Render Quarto `.qmd` slides to HTML and sync to `docs/` for GitHub Pages. Use when user says "deploy", "publish the slides", "ship to pages", "push the lecture live", "render and publish", or after Quarto edits that need to go public. NOT for local Quarto render only — use `quarto render` directly for that.
Create and evaluate documentation using the Diátaxis framework. Use when writing, organizing, or auditing documentation to ensure it serves distinct user needs through four systematic categories (Tutorials, How-to Guides, Reference, Explanation). Ideal for diagnosing documentation problems, separating mixed content, and ensuring each piece serves a single, clear purpose.
Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files) or Word templates (.dotx files). Triggers include: any mention of 'Word doc', 'word document', '.docx', '.dotx', or requests to produce professional documents with formatting like tables of contents, headings, page numbers, or letterheads. Also use when extracting or reorganizing content from .docx or .dotx files, inserting or replacing images in documents, performing find-and-replace in Word files, working with tracked changes or comments, or converting content into a polished Word document. If the user asks for a 'report', 'memo', 'letter', 'template', or similar deliverable as a Word or .docx file, use this skill. Do NOT use for PDFs, spreadsheets, Google Docs, or general coding tasks unrelated to document generation.
Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx files) for: (1) Creating new documents, (2) Modifying or editing content, (3) Working with tracked changes, (4) Adding comments, or any other document tasks
Search for EPDs by product category, CSI division, or material type — finds EPDs from EC3, program operator registries, and manufacturer sites. Use when the user asks to "find EPDs for...", locate declarations for a material, or source low-carbon product documentation.
Creates, refines, repairs, or decomposes Markdown plus Mermaid workflow diagrams (flowchart or stateDiagram) with explicit approval gates, staged writes, empirical Mermaid validation, and compact run reports. Use when generating process flows, Mermaid flowcharts or state diagrams, agent operating procedures, human-in-the-loop gate maps, or decomposing a skill package flow diagram.
Automatically organizes invoices and receipts for tax preparation by reading messy files, extracting key information, renaming them consistently, and sorting them into logical folders. Turns hours of manual bookkeeping into minutes of automated organization.
Complete usage guide for the MarkItDown command-line tool (`markitdown` command), covering all CLI options (`-o/-x/-m/-c/-d/-e/-p/--use-cu/--cu-endpoint/--cu-analyzer/--cu-file-types/--list-plugins/--keep-data-uris`), input and output modes (files/pipes/stdin), pipeline composition, integration with shell toolchains (jq/grep/xargs/tee/find), and typical examples (batch conversion, Azure backend switching, enabling plugins, streaming input). Use this skill when users ask how to use the markitdown command, how to batch-convert to PDF, how to pipe in stdin, how to list installed plugins, or how to configure Azure Document Intelligence CLI. For OCR via LLM Vision, use the sibling skill `markitdown-ocr`.
Guides LLMs to use LLM Vision via the `markitdown-ocr` plugin (official plugin repository: microsoft/markitdown/packages/markitdown-ocr) to extract OCR text from embedded images and scanned pages in PDF / DOCX / PPTX / XLSX files, using OpenAI-compatible models such as gpt-4o, Azure OpenAI, Gemini, and other OpenAI-compatible services. Covers installation, configuration (`OPENAI_API_KEY` / Azure credentials / custom endpoint), Python API and CLI wrappers, full-page rendering fallback for scanned PDFs, OCR behavior differences by format (inline insertion / append after tables / top-level descriptions), custom prompts, and troubleshooting costs and limits. Use this skill when users ask how to convert a scanned PDF to markdown, extract text from images in a PPT, use GPT-4o for OCR, install the `markitdown-ocr` plugin, or configure markitdown with Azure OpenAI. For ordinary CLI usage or a MarkItDown overview, use the sibling skills `markitdown-cli` and `markitdown-awesome`
Unified skill for all MATLAB and Simulink report generation tasks. Covers report generation, PDF report, document generation, mlreportgen, Report Generator, template, TitlePage, Chapter, multipage HTML, HTMLPage, html-multipage, custom reporter, customizeReporter, template hole, page header, page border, company style package, branded reporters, buildTemplates, Simulink report, model documentation, slreportgen, block diagram report, model report, subsystem documentation, SystemDiagramFinder, SystemIO, ExecutionOrder, LookupTable, template style, page footer, TemplateSrc, report package, table variants, multiple HTML pages, PDF report generation, Word report, DOM API, FormalTable, BaseTable, Figure, FormalImage, Section.
Generate a deliverable markdown report by merging all /money-save snapshots for a project. Produces a shareable, dated document at ~/.smtm/reports/{project}/. Useful for sharing progress with co-founders, advisors, investors, or for personal review weeks/months later. Use when the user wants to package up accumulated state into a readable artifact. Triggered by: 'package this up', 'make me a report', 'export for partner', 'give me the deliverable', '出报告', '打包', '整理一份', '给合伙人看的'.
Create and edit Obsidian Bases (.base files) with views, filters, formulas, and summaries. Use when working with .base files, creating database-like views of notes, or when the user mentions Bases, table views, card views, filters, or formulas in Obsidian.
Create and edit Obsidian Flavored Markdown with wikilinks, embeds, callouts, properties, and other Obsidian-specific syntax. Use when working with .md files in Obsidian, or when the user mentions wikilinks, callouts, frontmatter, tags, embeds, or Obsidian notes.
Transforms, restructures and exports all research output (abstract, literature review, comparison matrix, hypotheses) into Obsidian-native Markdown files complete with structured YAML Frontmatter, bidirectional links ([[WikiLinks]]), tags, and ready-to-use Dataview queries.
Office automation skill suite covering document processing (Word/Excel/PPT/PDF), email management, scheduling, report generation, meeting minutes, and other office scenarios. Triggered by: creating documents, editing spreadsheets, making PPT, handling email, generating reports, scheduling, organizing meeting notes, batch file processing, and any other need to improve office efficiency.
Self-hosted, open-source alternative to Google NotebookLM for AI-powered research and document analysis. Use when organizing research materials into notebooks, ingesting diverse content sources (PDFs, videos, audio, web pages, Office documents), generating AI-powered notes and summaries, creating multi-speaker podcasts from research, chatting with documents using context-aware AI, searching across materials with full-text and vector search, or running custom content transformations. Supports 16+ AI providers including OpenAI, Anthropic, Google, Ollama, Groq, and Mistral with complete data privacy through self-hosting.
Use when transforming an academic paper, arXiv/OpenReview PDF, conference paper, technical report, poster, slide deck, repository README, or related research materials into a bilingual editorial package for an editing team. Produces two articles by default — a Chinese WeChat public-account version (`blog_zh.docx`) and an English research-blog version (`blog_en.docx`). Use for drafting, revising, or packaging article copy, figure placement, captions, image prompts, and the final `.docx` deliverables.
Turn a research paper, a paper2assets package, or an existing PPT deck into a narrated MP4 video by fully delegating slide authoring to the installed ppt-master skill and fully delegating rendering, subtitles, timeline assembly, and strict media QA to the installed pptx2video skill and its public CLI. Resolves one explicit animation-trigger decision (on-click or after-previous) and hands it to both child skills so the delivered PPTX and the delivered MP4 never disagree, then audits the final PPTX's native p:timing tree to prove the handoff held. Use when the user wants a paper turned into a video, wants /paper2video, or wants a narrated MP4 plus editable PPTX from a paper2assets bundle.
Read, classify, and convert PDF files to Markdown locally in ~10-200ms using Firecrawl's pdf-inspector Rust library — no OCR service, no network, no ML models. Use whenever a task involves reading, extracting, summarizing, or converting a PDF file. Classifies text-based vs scanned first, so scanned pages get routed to OCR instead of silently coming back empty.
Design presentation slides, infographic pages, and PPT-style visuals as 1600x900 HTML slides with optional PPT export. Use when the agent needs to pick or explain a slide style, recommend styles based on content, generate one or more static HTML slides, support `background_mode` paper or white for compatible light styles, or render finished slides into a high-fidelity image-based PPTX.
Audit a PowerPoint presentation for layout issues, text overflow, visual hierarchy problems, and consistency gaps. Use when asked to review a slide deck, check a presentation before a meeting, audit slides for layout problems, or QA a deck before sharing. Produces a slide-by-slide report with issues ranked by severity and specific fixes. Best used with Claude Opus 4.7 or newer for reliable slide-level vision analysis.
Writing, refining, or reviewing a PRD, feature spec, plan document, RFC, design doc, or issue description — the canonical tool-agnostic section structure such a document takes, and the craft behind each section. Includes the plan-writing or issue-drafting step of any delivery workflow. Triggers on "write a PRD", "draft a spec", "refine this issue", "structure this plan", "write acceptance criteria", "how do I verify this is done", "is this requirement testable". Not for writing the code, only the document that specifies it; UI markup, module placement, and test mechanics stay with the project's own conventions.
Reverse-engineer and write a complete, readable, traceable PRD and comprehensive project documentation site based on the existing project directory, source code, tests, product descriptions, user stories, and architecture materials. Use for tasks such as “generate a PRD from the codebase,” “organize project materials into VitePress documentation,” or “complete user stories, use cases, business processes, Mermaid/C4 diagrams, and acceptance criteria.”
Analyze image files, image URLs, PDF files, and PDF URLs when the task requires recognizing, understanding, extracting, answering questions about, or locating content from the visual input. Typical uses include document parsing, layout analysis, element recognition, OCR, key information extraction, chart understanding, and document VQA. Do not use for plain text, structured data, code files, image-processing tasks, or cases where the needed information is already available in text form.
ISO 13485 Quality Management System specialist for medical device companies. Provides QMS implementation, maintenance, process optimization, and compliance expertise. Use for QMS design, documentation control, management review, internal auditing, corrective actions, and ISO 13485 certification activities.
Guides writing of competitive research grant proposals for NSF, NIH, DOE, DARPA, and Taiwan NSTC. Covers agency-specific formatting and review criteria, specific aims, project descriptions, significance and innovation narratives, broader impacts, budgets and justifications, timelines, biosketches, and the NSTC CM03 form. Use when drafting a proposal for one of these agencies. Use when writing specific aims or broader impacts statements. Use when preparing a budget justification or milestone plan. Use when responding to a solicitation, BAA, or reviewer comments in a resubmission. Use when checking a draft against page limits and submission requirements. For general manuscript writing, use a scientific writing skill instead.
This skill should be used when user asks to "fetch overleaf review comments", "address overleaf reviews", "apply overleaf comments", "review my overleaf paper", "sync overleaf feedback to local", "what comments are on my overleaf doc", or wants to act on Overleaf reviewer feedback in a local git-tracked LaTeX repo.
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.